@article {389, title = {A DNA turbine powered by a transmembrane potential across a nanopore}, journal = {Nature Nanotechnology}, volume = {19}, year = {2024}, month = {03/2024}, pages = {338--344}, chapter = {338}, abstract = {

Rotary motors play key roles in energy transduction, from macroscale windmills to nanoscale turbines such as ATP synthase in cells. Despite our abilities to construct engines at many scales, developing functional synthetic turbines at the nanoscale has remained challenging. Here, we experimentally demonstrate rationally designed nanoscale DNA origami turbines with three chiral blades. These DNA nanoturbines are 24{\textendash}27 nm in height and diameter and can utilize transmembrane electrochemical potentials across nanopores to drive DNA bundles into sustained unidirectional rotations of up to 10 revolutions s-1. The rotation direction is set by the designed chirality of the turbine. All-atom molecular dynamics simulations show how hydrodynamic flows drive this turbine. At high salt concentrations, the rotation direction of turbines with the same chirality is reversed, which is explained by a change in the anisotropy of the electrophoretic mobility. Our artificial turbines operate autonomously in physiological conditions, converting energy from naturally abundant electrochemical potentials into mechanical work. The results open new possibilities for engineering active robotics at the nanoscale.

}, issn = {1748-3395}, doi = {10.1038/s41565-023-01527-8}, url = {https://doi.org/10.1038/s41565-023-01527-8}, author = {Shi, Xin and Pumm, Anna-Katharina and Maffeo, Christopher and Kohler, Fabian and Feigl, Elija and Zhao, Wenxuan and Verschueren, Daniel and Golestanian, Ramin and Aksimentiev, Aleksei and Dietz, Hendrik and Dekker, Cees} } @article {399, title = {Conformation-Dependent Hydrogen-Bonding Interactions in a Switchable Artificial Metalloprotein}, journal = {Biochemistry}, year = {2024}, abstract = {

Hydrogen-bonding (H-bonding) interactions in metalloprotein active sites can critically regulate enzyme function. Changes in the protein structure triggered by interplay with substrates, products, and partner proteins are often translated to the metallocofactor by way of specific changes in H-bond networks connected to the active site. However, the complexities of metalloprotein architecture and mechanism often preclude our ability to define the precise molecular interactions giving rise to these intricate regulatory pathways. To address this shortcoming, we have developed conformationally switchable artificial metalloproteins (swArMs) in which allosteric Gln-binding triggers protein conformational changes that impact the microenvironment surrounding an installed metallocofactor. Herein, we report a combined structural, spectroscopic, and computational approach to enhance the conformation-dependent changes in H-bond interactions surrounding the metallocofactor site of a swArM. Structure-informed molecular dynamics simulations were employed to predict point mutations that could enhance active site H-bond interactions preferentially in the Gln-bound\ holo-conformation of the swArM. Testing our predictions via the unique infrared spectral signals associated with the metallocofactor site, we have identified three key residues capable of imparting conformational control over the metallocofactor microenvironment. The resultant swArMs not only model biologically relevant structural regulation but also provide an enhanced Gln-responsive biological probe to be leveraged in future biosensing applications.

}, doi = {10.1021/acs.biochem.4c00209}, url = {https://doi.org/10.1021/acs.biochem.4c00209}, author = {Fatima, Saman and Mehrafrooz, Behzad and Boggs, David G. and Ali, Noor and Singh, Swapnil and Thielges, Megan C. and Bridwell-Rabb, Jennifer and Aksimentiev, Aleksei and Olshansky, Lisa} } @article {398, title = {Electro-Osmotic Flow Generation via a Sticky Ion Action}, journal = {ACS nano}, volume = {18}, year = {2024}, pages = {17521-17533}, chapter = {17521-17533}, abstract = {

Selective transport of ions through nanometer-sized pores is fundamental to cell biology and central to many technological processes such as water desalination and electrical energy storage. Conventional methods for generating ion selectivity include placement of fixed electrical charges at the inner surface of a nanopore through either point mutations in a protein pore or chemical treatment of a solid-state nanopore surface, with each nanopore type requiring a custom approach. Here, we describe a general method for transforming a nanoscale pore into a highly selective, anion-conducting channel capable of generating a giant electro-osmotic effect. Our molecular dynamics simulations and reverse potential measurements show that exposure of a biological nanopore to high concentrations of guanidinium chloride renders the nanopore surface positively charged due to transient binding of guanidinium cations to the protein surface. A comparison of four biological nanopores reveals the relationship between ion selectivity, nanopore shape, composition of the nanopore surface, and electro-osmotic flow. Guanidinium ions are also found to produce anion selectivity and a giant electro-osmotic flow in solid-state nanopores via the same mechanism. Our sticky-ion approach to generate electro-osmotic flow can have numerous applications in controlling molecular transport at the nanoscale and for detection, identification, and sequencing of individual proteins.

}, doi = {10.1021/acsnano.4c00829}, author = {Mehrafrooz, Behzad and Yu, Luning and Pandey, Laxmi and Siwy, Zuzanna S and Wanunu, Meni and Aksimentiev, Aleksei} } @article {397, title = {Dehydrated Biomimetic Membranes with Skinlike Structure and Function}, journal = {ACS Applied Materials \& Interfaces}, volume = {16}, year = {2024}, pages = {20865-20877}, abstract = {

Novel vapor-permeable materials are sought after for applications in protective wear, energy generation, and water treatment. Current impermeable protective materials effectively block harmful agents but trap heat due to poor water vapor transfer. Here we present a new class of materials, vapor permeable dehydrated nanoporous biomimetic membranes (DBMs), based on channel proteins. This application for biomimetic membranes is unexpected as channel proteins and biomimetic membranes were assumed to be unstable under dry conditions. DBMs mimic human skin{\textquoteright}s structure to offer both high vapor transport and small molecule exclusion under dry conditions. DBMs feature highly organized pores resembling sweat pores in human skin, but at super high densities (\>1012\ pores/cm2). These DBMs achieved exceptional water vapor transport rates, surpassing commercial breathable fabrics by up to 6.2 times, despite containing \>2 orders of magnitude smaller pores (1 nm vs \>700 nm). These DBMs effectively excluded model biological agents and harmful chemicals both in liquid and vapor phases, again in contrast with the commercial breathable fabrics. Remarkably, while hydrated biomimetic membranes were highly permeable to liquid water, they exhibited higher water resistances after dehydration at values \>38 times that of commercial breathable fabrics. Molecular dynamics simulations support our hypothesis that dehydration induced protein hydrophobicity increases which enhanced DBM performance. DBMs hold promise for various applications, including membrane distillation, dehumidification, and protective barriers for atmospheric water harvesting materials.

}, doi = {10.1021/acsami.3c19572}, url = {https://doi.org/10.1021/acsami.3c19572}, author = {Oh, Hyeonji and Tu, Yu-Ming and Samineni, Laximicharan and De Respino, Sophie and Mehrafrooz, Behzad and Joshi, Himanshu and Massenburg, Lynnicia and Lopez-Marques, Horacio and Elessawy, Nada and Song, Woochul and Behera, Harekrushna and Dhiman, Raman and Boorla, Veda Sheersh and Kher, Kartik and Lin, Yi-Chih and Maranas, Costas and Aksimentiev, Aleksei and D. Freeman, Benny and Kumar, Manish} } @article {388, title = {Benchmarking Molecular Dynamics Force Fields for All-Atom Simulations of Biological Condensates}, journal = {Journal of Chemical Theory and Computation}, volume = {19}, year = {2023}, month = {05/2023}, pages = {3721--3740}, abstract = {

Proteins containing intrinsically disordered regions are integral parts of the cellular signaling pathways and common components of biological condensates. Point mutations in the protein sequence, genetic at birth or acquired through aging, can alter the properties of the condensates, marking the onset of neurodegenerative diseases such as ALS and dementia. While the all-atom molecular dynamics method can, in principle, elucidate the conformational changes that arise from point mutations, the applications of this method to protein condensate systems is conditioned upon the availability of molecular force fields that can accurately describe both structured and disordered regions of such proteins. Using the special-purpose Anton 2 supercomputer, we benchmarked the efficacy of nine presently available molecular force fields in describing the structure and dynamics of a Fused in sarcoma (FUS) protein. Five-microsecond simulations of the full-length FUS protein characterized the effect of the force field on the global conformation of the protein, self-interactions among its side chains, solvent accessible surface area, and the diffusion constant. Using the results of dynamic light scattering as a benchmark for the FUS radius of gyration, we identified several force fields that produced FUS conformations within the experimental range. Next, we used these force fields to perform ten-microsecond simulations of two structured RNA binding domains of FUS bound to their respective RNA targets, finding the choice of the force field to affect stability of the RNA{\textendash}FUS complex. Taken together, our data suggest that a combination of protein and RNA force fields sharing a common four-point water model provides an optimal description of proteins containing both disordered and structured regions and RNA{\textendash}protein interactions. To make simulations of such systems available beyond the Anton 2 machines, we describe and validate implementation of the best performing force fields in a publicly available molecular dynamics program NAMD. Our NAMD implementation enables simulations of large (tens of millions of atoms) biological condensate systems and makes such simulations accessible to a broader scientific community.

}, doi = {10.1021/acs.jctc.3c00148}, url = {https://pubs.acs.org/doi/10.1021/acs.jctc.3c00148}, author = {Kumar Sarthak and David Winogradoff and Yingda Ge and Sua Myong and Aleksei Aksimentiev} } @article {386, title = {Super-Resolution Detection of DNA Nanostructures Using a Nanopore}, journal = {Advanced Materials}, year = {2023}, month = {01/2023}, pages = {2207434}, abstract = {

Abstract High-resolution analysis of biomolecules has brought unprecedented insights into fundamental biological processes and dramatically advanced biosensing. Notwithstanding the ongoing resolution revolution in electron microscopy and optical imaging, only a few methods are presently available for high-resolution analysis of unlabelled single molecules in their native states. Here, we demonstrate label-free electrical sensing of structured single molecules with a spatial resolution down to single-digit nanometres. Using a narrow solid-state nanopore, we detect the passage of a series of nanostructures attached to a freely translocating DNA molecule, resolving individual nanostructures placed as close as 6\ nm apart and with a surface-to-surface gap distance of only 2\ nm. We attribute such super-resolution ability to the nanostructure-induced enhancement of the electric field at the tip of the nanopore. Our work demonstrates a general approach to improving the resolution of single-molecule nanopore sensing and presents a critical advance towards label-free, high-resolution DNA sequence mapping and digital information storage independent of molecular motors.

}, keywords = {biosensing, DNA nanostructures, Nanopores, single molecule, super resolution}, doi = {https://doi.org/10.1002/adma.202207434}, author = {Chen, Kaikai and Choudhary, Adnan and Sandler, Sarah E. and Maffeo, Christopher and Ducati, Caterina and Aksimentiev, Aleksei and Keyser, Ulrich F.} } @article {392, title = {Sulfur-Containing Foldamer-Based Artificial Lithium Channels}, journal = {Angewandte Chemie International Edition}, volume = {62}, year = {2023}, pages = {e202305623}, abstract = {

Abstract Unlike many other biologically relevant ions (Na+, K+, Ca2+, Cl-, etc) and protons, whose cellular concentrations are closely regulated by highly selective channel proteins, Li+ ion is unusual in that its concentration is well tolerated over many orders of magnitude and that no lithium-specific channel proteins have so far been identified. While one naturally evolved primary pathway for Li+ ions to traverse across the cell membrane is through sodium channels by competing with Na+ ions, highly sought-after artificial lithium-transporting channels remain a major challenge to develop. Here we show that sulfur-containing organic nanotubes derived from intramolecularly H-bonded helically folded aromatic foldamers of 3.6\ {\r A}\ in hollow cavity diameter could facilitate highly selective and efficient transmembrane transport of Li+ ions, with high transport selectivity factors of 15.3 and 19.9 over Na+ and K+ ions, respectively.

}, keywords = {Foldamers, H-Bonds, Lithium Channels, Organic Nanotubes, Supramolecular Chemistry}, doi = {https://doi.org/10.1002/anie.202305623}, url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/anie.202305623}, author = {Shen, Jie and R, Deepa and Li, Zhongyan and Oh, Hyeonji and Behera, Harekrushna and Joshi, Himanshu and Kumar, Manish and Aksimentiev, Aleksei and Zeng, Huaqiang} } @article {370, title = {Fluorofoldamer-Based Salt- and Proton-Rejecting Artificial Water Channels for Ultrafast Water Transport.}, journal = {Nano Lett}, volume = {22}, year = {2022}, month = {2022 06 22}, pages = {4831-4838}, abstract = {

Here, we report on a novel class of fluorofoldamer-based artificial water channels (AWCs) that combines excellent water transport rate and selectivity with structural simplicity and robustness. Produced by a facile one-pot copolymerization reaction under mild conditions, the best-performing channel (AWC ) is an n-CH-decorated foldamer nanotube with an average channel length of 2.8 nm and a pore diameter of 5.2 {\r A}. AWC demonstrates an ultrafast water conduction rate of 1.4 {\texttimes} 10 HO/s per channel, outperforming the archetypal biological water channel, aquaporin 1, while excluding salts (i.e., NaCl and KCl) and protons. Unique to this class of channels, the inwardly facing C(sp2)-F atoms being the most electronegative in the periodic table are proposed as being critical to enabling the ultrafast and superselective water transport properties by decreasing the channel{\textquoteright}s cavity and enhancing the channel wall smoothness via reducing intermolecular forces with water molecules or hydrated ions.

}, keywords = {Aquaporins, Biological Transport, Protons, Sodium Chloride, Water}, issn = {1530-6992}, doi = {10.1021/acs.nanolett.2c01137}, author = {Shen, Jie and Roy, Arundhati and Joshi, Himanshu and Samineni, Laxmicharan and Ye, Ruijuan and Tu, Yu-Ming and Song, Woochul and Skiles, Matthew and Kumar, Manish and Aleksei Aksimentiev and Zeng, Huaqiang} } @article {385, title = {Trapping of protein cargo molecules inside DNA origami nanocages}, journal = {Nanoscale}, volume = {14}, year = {2022}, month = {11/2022}, pages = {18041{\textendash}18050}, abstract = {

The development of the DNA origami technique has directly inspired the idea of using three-dimensional DNA cages for the encapsulation and targeted delivery of drug or cargo molecules. The cages would be filled with molecules that would be released at a site of interest upon cage opening triggered by an external stimulus. Though different cage variants have been developed, efficient loading of DNA cages with freely-diffusing cargo molecules that are not attached to the DNA nanostructure and their efficient retention within the cages has not been presented. Here we address these challenges using DNA origami nanotubes formed by a double-layer of DNA helices that can be sealed with tight DNA lids at their ends. In a first step we attach DNA-conjugated cargo proteins to complementary target strands inside the DNA tubes. After tube sealing, the cargo molecules are released inside the cavity using toehold-mediated strand displacement by externally added invader strands. We show that DNA invaders are rapidly entering the cages through their DNA walls. Retention of \~{}70 kDa protein cargo molecules inside the cages was, however, poor. Guided by coarse-grained simulations of the DNA cage dynamics, a tighter sealing of the DNA tubes was developed which greatly reduced the undesired escape of cargo proteins. These improved DNA nanocages allow for efficient encapsulation of medium-sized cargo molecules while remaining accessible to small molecules that can be used to trigger reactions, including a controlled release of the cargo via nanocage opening.

}, doi = {10.1039/d2nr05356j}, author = {Merle Scherf and Florian Scheffler and Christopher Maffeo and Ulrich Kemper and Jingjing Ye and Aleksei Aksimentiev and Ralf Seidel and Uta Reibetanz} } @article {380, title = {Leakless end-to-end transport of small molecules through micron-length DNA nanochannels}, journal = {Science Advances}, volume = {8}, year = {2022}, month = {09/09/2022}, abstract = {
Designed and engineered protein and DNA nanopores can be used to sense and characterize single molecules and control transmembrane transport of molecular species. However, designed biomolecular pores are less than 100 nm in length and are used primarily for transport across lipid membranes. Nanochannels that span longer distances could be used as conduits for molecules between nonadjacent compartments or cells. Here, we design micrometer-long, 7-nm-diameter DNA nanochannels that small molecules can traverse according to the laws of continuum diffusion. Binding DNA origami caps to channel ends eliminates transport and demonstrates that molecules diffuse from one channel end to the other rather than permeating through channel walls. These micrometer-length nanochannels can also grow, form interconnects, and interface with living cells. This work thus shows how to construct multifunctional, dynamic agents that control molecular transport, opening ways of studying intercellular signaling and modulating molecular transport between synthetic and living cells.
}, doi = {10.1126/sciadv.abq4834}, url = {https://www.science.org/doi/10.1126/sciadv.abq4834}, author = {Li, Yi and Maffeo, Christopher and Joshi, Himanshu and Aleksei Aksimentiev and M{\'e}nard, Brice and Schulman, Rebecca} } @article {371, title = {Resolving Isomeric Posttranslational Modifications Using a Biological Nanopore as a Sensor of Molecular Shape}, journal = {Journal of the American Chemical Society}, volume = {144}, year = {2022}, month = {08/2022}, pages = {16060--16068}, abstract = {

The chemical nature and precise position of posttranslational modifications (PTMs) in proteins or peptides are crucial for various severe diseases, such as cancer. State-of-the-art PTM diagnosis is based on elaborate and costly mass-spectrometry or immunoassay-based approaches, which are limited in selectivity and specificity. Here, we demonstrate the use of a protein nanopore to differentiate peptides-derived from human histone H4 protein-of identical mass according to the positions of acetylated and methylated lysine residues. Unlike sequencing by stepwise threading, our method detects PTMs and their positions by sensing the shape of a fully entrapped peptide, thus eliminating the need for controlled translocation. Molecular dynamics simulations show that the sensitivity to molecular shape derives from a highly nonuniform electric field along the pore. This molecular shape-sensing principle offers a path to versatile, label-free, and high-throughput characterizations of protein isoforms.

}, doi = {10.1021/jacs.2c06211}, url = {https://pubs.acs.org/doi/full/10.1021/jacs.2c06211}, author = {Tobias Ennslen and Kumar Sarthak and Aleksei Aksimentiev and Jan C. Behrends} } @article {366, title = {Expanding the Molecular Alphabet of DNA-Based Data Storage Systems with Neural Network Nanopore Readout Processing}, journal = {Nano Letters}, year = {2022}, month = {02/2022}, abstract = {

DNA is a promising next-generation data storage medium, but challenges remain with synthesis costs and recording latency. Here, we describe a prototype of a DNA data storage system that uses an extended molecular alphabet combining natural and chemically modified nucleotides. Our results show that MspA nanopores can discriminate different combinations and ordered sequences of natural and chemically modified nucleotides in custom-designed oligomers. We further demonstrate singlemolecule sequencing of the extended alphabet using a neural network architecture that classifies raw current signals generated by Oxford Nanopore sequencers with an average accuracy exceeding 60\% (39{\texttimes} larger than random guessing). Molecular dynamics simulations show that the majority of modified nucleotides lead to only minor perturbations of the DNA double helix. Overall, the extended molecular alphabet may potentially offer a nearly 2-fold increase in storage density and potentially the same order of reduction in the recording latency, thereby enabling new implementations of molecular recorders.

}, doi = {10.1021/acs.nanolett.1c04203}, author = {Tabatabaei, S Kasra and Pham, Bach and Pan, Chao and Liu, Jingqian and Chandak, Shubham and Shorkey, Spencer A and Hernandez, Alvaro G and Aleksei Aksimentiev and Chen, Min and Schroeder, Charles M and Milenkovic, Olgica} } @article {363, title = {Membrane Activity of a DNA-Based Ion Channel Depends on the Stability of Its Double-Stranded Structure}, journal = {Nano Letters}, volume = {21}, year = {2021}, month = {11/2021}, pages = {9789{\textendash}9796}, chapter = {9789}, abstract = {

DNA nanotechnology has emerged as a promising method for designing spontaneously inserting and fully controllable synthetic ion channels. However, both insertion efficiency and stability of existing DNA-based membrane channels leave much room for improvement. Here, we demonstrate an approach to overcoming the unfavorable DNA{\textendash}lipid interactions that hinder the formation of a stable transmembrane pore. Our all-atom MD simulations and experiments show that the insertion-driving cholesterol modifications can cause fraying of terminal base pairs of nicked DNA constructs, distorting them when embedded in a lipid bilayer. Importantly, we show that DNA nanostructures with no backbone discontinuities form more stable conductive pores and insert into membranes with higher efficiency than the equivalent nicked constructs. Moreover, lack of nicks allows the design and maintenance of membrane-spanning helices in a tilted orientation within the lipid bilayer. Thus, reducing the conformational degrees of freedom of the DNA nanostructures enables better control over their function as synthetic ion channels.

}, keywords = {DNA structures, lipid membranes, nicks, protein-mimicking, synthetic ion channel, tilt}, doi = {10.1021/acs.nanolett.1c03791}, url = {https://pubs.acs.org/doi/10.1021/acs.nanolett.1c03791}, author = {Morzy, Diana and Joshi, Himanshu and Sandler, Sarah E. and Aleksei Aksimentiev and Keyser, Ulrich F.} } @article {362, title = {DNA Origami Voltage Sensors for Transmembrane Potentials with Single-Molecule Sensitivity}, journal = {Nano Letters}, volume = {21}, year = {2021}, month = {10/2021}, pages = {8634-8641}, chapter = {8634}, abstract = {

Signal transmission in neurons goes along with changes in the transmembrane potential. To report them, different approaches, including optical voltage-sensing dyes and genetically encoded voltage indicators, have evolved. Here, we present a DNA nanotechnology-based system and demonstrate its functionality on liposomes. Using DNA origami, we incorporated and optimized different properties such as membrane targeting and voltage sensing modularly. As a sensing unit, we used a hydrophobic red dye anchored to the membrane and an anionic green dye at the DNA to connect the nanostructure and the membrane dye anchor. Voltage-induced displacement of the anionic donor unit was read out by fluorescence resonance energy transfer (FRET) changes of single sensors attached to liposomes. A FRET change of \~{}5\% for ΔΨ = 100 mV was observed. The working mechanism of the sensor was rationalized by molecular dynamics simulations. Our approach holds potential for an application as nongenetically encoded membrane sensors.

}, doi = {10.1021/acs.nanolett.1c02584}, url = {https://pubs.acs.org/doi/10.1021/acs.nanolett.1c02584?fig=tgr1\&ref=pdf}, author = {Ochmann, Sarah E and Joshi, Himanshu and Büber, Ece and Franquelim, Henri G and Stegemann, Pierre and Sacc{\`a}, Barbara and Keyser, Ulrich F and Aleksei Aksimentiev and Tinnefeld, Philip} } @article {351, title = {Foldamer-Based Ultrapermeable and Highly Selective Artificial Water Channels that Exclude Protons}, journal = {Nature Nanotechnology}, volume = {16}, year = {2021}, month = {08/2021}, pages = {911-917}, chapter = {911}, abstract = {

The outstanding capacity of aquaporins (AQPs) for mediating highly selective superfast water transport has inspired the recent development of supramolecular monovalent ion-excluding artificial water channels (AWCs). AWC-based bioinspired membranes are proposed for desalination, water purification, and other separation applications. While some recent progress has been made in synthesizing AWCs that approach the water permeability and ion selectivity of AQPs, a hallmark feature of AQPs{\textemdash}high water transport while excluding protons-has not been reproduced. We report a class of biomimetic, helically folded pore-forming polymeric foldamers that can serve as long-sought-after highly selective ultrafast water-conducting channels with performance exceeding those of AQPs (1.1 {\texttimes} 1010 water molecules per second for AQP1, with high water-over- monovalent-ion transport selectivity (~108 water molecules over Cl-\ ion) conferred by the modularly tunable hydrophobicity of the interior pore surface. The best-performing AWC reported here delivers water transport at an exceptionally high rate, namely, 2.5 times that of AQP1, while concurrently rejecting salts (NaCl and KCl) and even protons.

}, doi = {10.1038/s41565-021-00915-2}, author = {Roy, Arundhati and Shen, Jie and Joshi, Himanshu and Song, Woochul and Tu, Yu-Ming and Chowdhury, Ratul and Ruijuan, Ye and Li, Ning and Ren, Changliang and Kumar, Manish and Aleksei Aksimentiev and Zeng, Huaqiang} } @article {355, title = {The Manipulation of the Internal Hydrophobicity of FraC Nanopores Augments Peptide Capture and Recognition}, journal = {ACS Nano}, year = {2021}, month = {06/2021}, abstract = {

The detection of analytes and the sequencing of DNA using biological nanopores have seen major advances over recent years. The analysis of proteins and peptides with nanopores, however, is complicated by the complex physicochemical structure of polypeptides and the lack of understanding of the mechanism of capture and recognition of polypeptides by nanopores. In this work, we show that introducing aromatic amino acids at precise positions within the lumen of α-helical fragaceatoxin C (FraC) nanopores increased the capture frequency of peptides and largely improved the discrimination among peptides of similar size. Molecular dynamics simulations determined the sensing region of the nanopore, elucidated the microscopic mechanism enabling accurate characterization of the peptides\ via\ ionic current blockades in FraC, and characterized the effect of the pore modification on peptide discrimination. This work provides insights to improve the recognition and to augment the capture of peptides by nanopores, which is important for developing a real-time and single-molecule size analyzer for peptide recognition and identification.

}, doi = {10.1021/acsnano.0c09958}, url = {https://doi.org/10.1021/acsnano.0c09958}, author = {Florian Leonardus Rudolfus Lucas and Kumar Sarthak and Erica Mariska Lenting and David Coltan and Nieck Jordy van der Heide and Roderick Corstiaan Abraham Versloot and Aleksei Aksimentiev and Giovanni Maglia} } @article {356, title = {The emerging landscape of single-molecule protein sequencing technologies}, journal = {Nature Methods}, volume = {18}, year = {2021}, month = {06/2021}, chapter = {604-617}, abstract = {

Single-cell profiling methods have had a profound impact on the understanding of cellular heterogeneity. While genomes and transcriptomes can be explored at the single-cell level, single-cell profiling of proteomes is not yet established. Here we describe new single-molecule protein sequencing and identification technologies alongside innovations in mass spectrometry that will eventually enable broad sequence coverage in single-cell profiling. These technologies will in turn facilitate biological discovery and open new avenues for ultrasensitive disease diagnostics.

}, doi = {10.1038/s41592-021-01143-1}, url = {https://doi.org/10.1038/s41592-021-01143-1}, author = {Javier Antonio Alfaro and Peggy Bohl{\"a}nder and Mingjie Dai and Mike Filius and Cecil J. Howard and Xander F. van Kooten and Shilo Ohayon and Adam Pomorski and Sonja Schmid and Aleksei Aksimentiev and Eric V. Anslyn and Georges Bedran and Chan Cao and Mauro Chinappi and Etienne Coyaud and Cees Dekker and Gunnar Dittmar and Nicholas Drachman and Rienk Eelkema and David Goodlett and S{\'e}bastien Hentz and Umesh Kalathiya and Neil L. Kelleher and Ryan T. Kelly and Zvi Kelman and Sung Hyun Kim and Bernhard Kuster and David Rodriguez-Larrea and Stuart Lindsay and Giovanni Maglia and Edward M. Marcotte and John P. Marino and Christophe Masselon and Michael Mayer and Patroklos Samaras and Kumar Sarthak and Lusia Sepiashvili and Derek Stein and Meni Wanunu and Mathias Wilhelm and Peng Yin and Amit Meller and Chirlmin Joo} } @article {343, title = {Determining the In-Plane Orientation and Binding Mode of Single Fluorescent Dyes in DNA Origami Structures}, journal = {ACS Nano}, volume = {15}, year = {2021}, month = {03/2021}, pages = {5109-5117}, chapter = {5109}, abstract = {

We present a technique to determine the orientation of single fluorophores attached to DNA origami structures based on two measurements. First, the orientation of the absorption transition dipole of the molecule is determined through a polarization-resolved excitation measurement. Second, the orientation of the DNA origami structure is obtained from a DNA-PAINT nanoscopy measurement. Both measurements are performed consecutively on a fluorescence wide-field microscope. We employed this approach to study the orientation of single ATTO 647N, ATTO 643, and Cy5 fluorophores covalently attached to a 2D rectangular DNA origami structure with different nanoenvironments, achieved by changing both the fluorophores{\textquoteright} binding position and immediate vicinity. Our results show that when fluorophores are incorporated with additional space, for example, by omitting nucleotides in an elsewise doublestranded environment, they tend to stick to the DNA and to adopt a preferred orientation that depends more on the specific molecular environment than on the fluorophore type. With the aid of all-atom molecular dynamics simulations, we rationalized our observations and provide insight into the fluorophores{\textquoteright} probable binding modes. We believe this work constitutes an important step toward manipulating the orientation of single fluorophores in DNA origami structures, which is vital for the development of more efficient and reproducible self-assembled nanophotonic devices.\ 

}, keywords = {DNA Nanotechnology, DNA-PAINT, Single-molecule fluorescence polarization-resolved microscopy, Super-resolution microscopy}, doi = {https://doi.org/10.1021/acsnano.0c10259}, url = {https://pubs.acs.org/doi/10.1021/acsnano.0c10259}, author = {Hübner, Kristina and Joshi, Himanshu and Aleksei Aksimentiev and Stefani, Fernando D and Tinnefeld, Philip and Acuna, Guillermo P} } @article {357, title = {A tetrahedral DNA nanorobot with conformational change in response to molecular trigger}, journal = {Nanoscale}, year = {2021}, month = {01/2021}, abstract = {

Dynamic DNA origami nanostructures that respond to external stimuli are promising platforms for cargo delivery and nanoscale sensing. However, the low stability of such nanostructures under physiological conditions presents a major obstacle for their use in biomedical applications. This article describes a stable tetrahedral DNA nanorobot (TDN) programmed to undergo a controlled conformational change in response to epithelial cell adhesion molecule (EpCAM), a molecular biomarker specifically expressed on the circulating tumor cells. Multiresolution molecular dynamics simulations verified the overall stability of the folded TDN design and characterized local distortions in the folded structure. Atomic force microscopy and gel electrophoresis results showed that tetragonal structures are more stable than unfolded DNA origami sheets. Live cell experiments demonstrated the low cytotoxicity and target specificity of TDN. In summary, the proposed TDN can not only effectively resist nuclease catalysis but also has the potential to monitor EpCAM-positive cells precisely.

}, issn = {2040-3364}, doi = {10.1039/D1NR02757C}, url = {http://xlink.rsc.org/?DOI=D1NR02757Chttp://pubs.rsc.org/en/content/articlepdf/2021/NR/D1NR02757Chttp://pubs.rsc.org/en/content/articlepdf/2021/NR/D1NR02757C}, author = {Liu, Fengyu and Liu, Xiaoming and Shi, Qing and Maffeo, Christopher and Kojima, Masaru and Dong, Lixin and Aleksei Aksimentiev and Huang, Qiang and Fukuda, Toshio and Arai, Tatsuo} } @article {338, title = {High-Fidelity Capture, Threading, and Infinite-Depth Sequencing of Single DNA Molecules with a Double-Nanopore System}, journal = {ACS Nano}, volume = {14}, year = {2020}, month = {11/2020}, pages = {15566-15576}, chapter = {15566}, abstract = {

Nanopore sequencing of nucleic acids has an illustrious history of innovations that eventually made commercial nanopore sequencing possible. Nevertheless, the present nanopore sequencing technology leaves much room for improvement, especially with respect to accuracy of raw reads and detection of nucleotide modifications. Double-nanopore sequencing{\textemdash}an approach where a DNA molecule is pulled back and forth by a tug-of-war of two nanopores{\textemdash}could potentially improve single-molecule read accuracy and modification detection by offering multiple reads of the same DNA fragment. One principle difficulty in realizing such a technology is threading single-stranded DNA through both nanopores. Here, we describe and demonstrate through simulations a nanofluidic system for loading and threading DNA strands through a double-nanopore setup with nearly 100\% fidelity. The high-efficiency loading is realized by using hourglass-shaped side channels that not only deliver the molecules to the nanopore but also retain molecules that missed the nanopore at the first passage to attempt the nanopore capture again. The second nanopore capture is facilitated by an orthogonal microfluidic flow that unravels the molecule captured by the first nanopore and delivers it to the capture volume of the second nanopore. We demonstrate the potential utility of our double-nanopore system for DNA sequencing by simulating repeat back-and-forth motion{\textemdash}flossing{\textemdash}of a DNA strand through the double-nanopore system. We show that repeat exposure of the same DNA fragments to the nanopore sensing volume considerably increases accuracy of the nucleotide sequence determination and that correlated displacement of ssDNA through the two nanopores may facilitate recognition of homopolymer fragments.

}, keywords = {Gene delivery, Genetics, Molecules, Monomers, Nanopores}, doi = {10.1021/acsnano.0c06191}, url = {https://doi.org/10.1021/acsnano.0c06191}, author = {Choudhary, Adnan and Joshi, Himanshu and Chou, Han-Yi and Sarthak, Kumar and Wilson, James and Maffeo, Christopher and Aleksei Aksimentiev} } @article {335, title = {Scalable molecular dynamics on CPU and GPU architectures with NAMD}, journal = {J. Chem. Phys.}, volume = {153}, year = {2020}, month = {07/2020}, chapter = {044130}, abstract = {

NAMD is a molecular dynamics program designed for high-performance simulations of very large biological objects on CPU- and GPU- based architectures. NAMD offers scalable performance on petascale parallel supercomputers consisting of hundreds of thousands of cores, as well as on inexpensive commodity clusters commonly found in academic environments. It is written in C++ and leans on Charm++ parallel objects for optimal performance on low-latency architectures. NAMD is a versatile, multipurpose code that gathers state-of-the-art algorithms to carry out simulations in apt thermodynamic ensembles, using the widely popular CHARMM, AMBER, OPLS, and GROMOS biomolec- ular force fields. Here, we review the main features of NAMD that allow both equilibrium and enhanced-sampling molecular dynamics\ simulations with numerical efficiency. We describe the underlying concepts utilized by NAMD and their implementation, most notably for handling long-range electrostatics; controlling the temperature, pressure, and pH; applying external potentials on tailored grids; leveraging massively parallel resources in multiple-copy simulations; and hybrid quantum-mechanical/molecular-mechanical descriptions. We detail the variety of options offered by NAMD for enhanced-sampling simulations aimed at determining free-energy differences of either alchem- ical or geometrical transformations and outline their applicability to specific problems. Last, we discuss the roadmap for the development of NAMD and our current efforts toward achieving optimal performance on GPU-based architectures, for pushing back the limitations that have prevented biologically realistic billion-atom objects to be fruitfully simulated, and for making large-scale simulations less expensive and easier to set up, run, and analyze. NAMD is distributed free of charge with its source code at www.ks.uiuc.edu.

}, doi = {10.1063/5.0014475}, author = {James C. Phillips and David J. Hardy and Julio D. C. Maia and John E. Stone and Jo{\~a}o V. Ribeiro and Rafael C. Bernardi and Ronak Buch and Giacomo Fiorin and J{\'e}r{\^o}me H{\'e}nin and Wei Jiang and Ryan McGreevy and Marcelo C. R. Melo and Brian K. Radak and Robert D. Skeel and Abhishek Singharoy and Yi Wang and Beno{\^\i}t Roux and Aleksei Aksimentiev and Zaida Luthey-Schulten and Laxmikant V. Kal{\'e} and Klaus Schulten and Christophe Chipot and Emad Tajkhorshid} } @article {336, title = {Molecular Transport across the Ionic Liquid-Aqueous Electrolyte Interface in a MoS2 Nanopore}, journal = {ACS Appl. Mater. Interfaces}, volume = {12}, year = {2020}, month = {05/2020}, pages = {26624 - 26634}, chapter = {26624}, abstract = {

Nanopore sequencing of DNA has been enabled by the use of a biological enzyme to thread DNA through an engineered biological nanopore while recording the ionic current flowing through the nanopore. Efforts to realize a similar concept using a solid-state nanopore have been met with several technical challenges, one of which is the high speed of DNA translocation and the other the low ionic current contrast among individual nucleotides. A promising avenue to addressing both problems is using an ionic liquid to slow DNA translocation and a tiny nanopore in the MoS2 membrane to distinguish individual nucleotides. The physical mechanisms enabling these technical advances have remained elusive. Here, we characterize the ion and DNA transport through the ionic liquid/aqueous electrolyte interface, with and without a MoS2 nanopore, using the all-atom molecular dynamics method. We find that the partial miscibility of the ionic liquid and the aqueous electrolyte considerably alters the physics of the nanopore translocation process. Thus, the interface of the two phases generates a contact potential of 600 mV, the ionic current is dominated by the motion of ionic liquid molecules through the aqueous solution phase, and the DNA nucleotides exhibit preferential partitioning into the aqueous electrolyte, which leads to spontaneous transport of DNA polymers from the ionic liquid to the aqueous solution compartment in the absence of external voltage bias. The complex physics of the two-phase nanopore system offers a multitude of opportunities for extending the functionality of nanopore-sensing platforms.

}, doi = {10.1021/acsami.0c04523}, author = {Manish Shankla and Aleksei Aksimentiev} } @article {331, title = {Tailoring interleaflet lipid transfer with a DNA-based synthetic enzyme}, journal = {Nano Letters}, volume = {20}, year = {2020}, month = {05/2020}, pages = {4306-4311}, chapter = {4306}, abstract = {

Lipid membranes, enveloping all living systems, are of crucial importance, and control over their structure and composition is a highly desirable functionality of artificial structures. However, the rational design of protein-inspired systems is still challenging. Here we have developed a highly functional nucleic acid construct that self-assembles and inserts into membranes, enabling lipid transfer between inner and outer leaflets. By designing the structure to account for interactions between the DNA, its hydrophobic modifications, and the lipids, we successfully exerted control over the rate of interleaflet lipid transfer induced by our DNA-based enzyme. Furthermore, we can regulate the level of lipid transfer by altering the concentration of divalent ions, similar to stimuli-responsive lipid-flipping proteins.

}, keywords = {DNA Nanotechnology, dodecane, lipid flipping, lipid membranes, Molecular dynamics, synthetic ion channel}, doi = {10.1021/acs.nanolett.0c00990}, author = {Sobota, Diana and Joshi, Himanshu and Ohmann, Alexander and Aleksei Aksimentiev and Keyser, Ulrich F} } @article {317, title = {Electrical recognition of the twenty proteinogenic amino acids using an aerolysin nanopore}, journal = {Nature Biotechnology}, volume = {38}, year = {2020}, month = {02/2020}, pages = {176-181}, chapter = {176}, abstract = {

Efforts to sequence single protein molecules in nanopores have been hampered by the lack of techniques with sufficient sensitivity to discern the subtle molecular differences among all twenty amino acids. Here we report ionic current detection of all twenty proteinogenic amino acids in an aerolysin nanopore with the help of a short polycationic carrier. Application of molecular dynamics simulations revealed that the aerolysin nanopore has a built-in single-molecule trap that fully confines a polycationic carrier-bound amino acid inside the sensing region of the aerolysin. This structural feature means that each amino acid spends sufficient time in the pore for sensitive measurement of the excluded volume of the amino acid. We show that distinct current blockades in wild-type aerolysin can be used to identify 13 of the 20 natural amino acids. Furthermore, we show that chemical modifications, instrumentation advances and nanopore engineering offer a route toward identification of the remaining seven amino acids. These findings may pave the way to nanopore protein sequencing.

Research Highlights

1.\ Tang, Lei. "Sensing proteinogenic amino acids." Nature Methods 17(2):126 (2020) DOI:\ 10.1038/s41592-020-0741-z

2.\ Howorka, Stefan, and Zuzanna S. Siwy. "Reading amino acids in a nanopore." Nature Biotechnology 38(2):159 (2020) DOI:\ 10.1038/s41587-019-0401-y

3.\ Nanopores can identify the amino acids in proteins, the first step to sequencing, Highlight by Illinois news bureau.\ \ 

}, isbn = {1546-1696}, doi = {10.1038/s41587-019-0345-2}, url = {https://doi.org/10.1038/s41587-019-0345-2}, author = {Ouldali, Hadjer and Sarthak, Kumar and Ensslen, Tobias and Piguet, Fabien and Manivet, Philippe and Pelta, Juan and Behrends, Jan C. and Aleksei Aksimentiev and Oukhaled, Abdelghani} } @article {320, title = {Polyhydrazide-based organic nanotubes as extremely efficient and highly selective artificial iodide channels}, journal = {Angewandte Chemie International Edition}, volume = {12}, year = {2020}, month = {02/2020}, pages = {4806-4813}, chapter = {4806}, abstract = {

We report herein a series of pore-containing polymeric nanotubes based on an H-bonded hydrazide backbone. Nanotubes of suitable lengths, possessing a hollow cavity of ~ 6.5 {\r A} in diameter, are found to mediate highly efficient transport of diverse types of anions, rather than cations, across the lipid membrane. Polymer channel 1a, having an averaged molecular weight of 18.2 KDa and 3.6 nm in helical height, exhibits the highest anion transport activities with iodide (EC50 = 0.042 micromolar\ or 0.028 mol \% relative to lipid) being transported 10 times more efficiently than chlorides (EC50 = 0.47 micromolar). Notably, even in the cholesterol-rich environment, iodide transport activity still remains high with EC50\ \ of 0.37 micromolar. Molecular dynamics simulation studies confirm that the channel is highly selective for anions and that such anion selectivity arises from a positive electrostatic potential of the central lumen rendered by the interior-pointing methyl groups.

}, doi = { https://doi.org/10.1002/anie.201916287}, author = {Roy, Arundhati and Joshi, Himanshu and Ye, Ruijuan and Shen, Jie and Chen, Feng and Aleksei Aksimentiev and Zeng, Huaqiang} } @article {318, title = {Artificial Water Channels Enable Fast and Selective Water Permeation Through Water-wire Networks}, journal = {Nature Nanotechnology.}, volume = {15,}, year = {2020}, month = {01/2020}, pages = {73-79}, chapter = {73}, abstract = {

Artificial water channels are synthetic molecules that aim to mimic the structural and functional features of biological water channels (aquaporins). Here we report on a cluster-forming organic nanoarchitecture, peptide-appended hybrid[4]arene (PAH[4]), as a new class of artificial water channels. Fluorescence experiments and simulations demonstrated that PAH[4]s can form, through lateral diffusion, clusters in lipid membranes that provide synergistic membrane-spanning paths for rapid and selective water permeation through water-wire networks. Quantitative transport studies revealed that PAH[4]s can transport \>109\ water molecules per second per molecule, which is comparable to aquaporin water channels. The performance of these channels exceeds the upper bound limit of current desalination membranes by a factor of ~104, as illustrated by the water/NaCl permeability{\textendash}selectivity trade-off curve. PAH[4]{\textquoteright}s unique properties of a high water/solute permselectivity via cooperative water-wire formation could usher in an alternative design paradigm for permeable membrane materials in separations, energy production, and barrier applications.

}, doi = {https://doi.org/10.1038/s41565-019-0586-8}, author = {Woochul Song and Himanshu Joshi and Ratul Chowdhury and Joseph S. Najem and Yue-xiao Shen and Chao Lang and Codey B. Henderson and Yu-Ming Tu and Megan Farell and Megan E. Pitz and Costas D. Maranas and Paul S. Cremer and Robert J. Hickey and Stephen A. Sarles and Jun-li Hou and Aleksei Aksimentiev and Manish Kumar} } @article {319, title = {Rosette Nanotube Porins as Ion Selective Transporters and Single-Molecule Sensors}, journal = {Journal of the American Chemical Society}, volume = {142}, year = {2020}, month = {01/2020}, pages = {1680-1685}, chapter = {1680}, abstract = {

Rosette nanotubes (RNTs) are a class of materials formed by molecular self-assembly of a fused guanine-cytosine base (G^C base). An important feature of these self-assembled nanotubes is their precise atomic structure, intriguing for rational design and optimization as synthetic transmembrane porins. Here, we present experimental observations of ion transport across 1.1 nm inner diameter RNT porins (RNTPs) of various lengths in the range 5-200 nm. In a typical experiment, custom lipophilic RNTPs were first inserted into lipid vesicles; the vesicles then spontaneously fused with a planar lipid bilayer, which produced stepwise increases of ion current across the bilayer. Our measurements in 1 M KCl solution indicate ion transport rates of ~50 ions s-1 V-1 m, which for short channels amounts to conductance values of\  ~1 nS, commensurate with naturally occurring toxin channels such as α-hemolysin. Measurements of interaction times of α-cyclodextrin with RNTPs reveal two distinct unbinding time scales, which suggest that interactions of either face of α-cyclodextrin with the RNTP face are differentiable, backed with all-atom molecular dynamics simulations. Our results highlight the potential of RNTPs as self-assembled nonproteinaceous single-molecule sensors and selective nanofilters with tunable functionality through chemistry.

}, doi = {https://doi.org/10.1021/jacs.9b10993}, author = {Tripathi, Prabhat and Shuai, Liang and Joshi, Himanshu and Yamazaki, Hirohito and Fowle, William H and Aleksei Aksimentiev and Fenniri, Hicham and Wanunu, Meni} } @article {308, title = {Atoms to Phenotypes: Molecular Design Principles of Cellular Energy Metabolism}, journal = {Cell}, volume = {179}, year = {2019}, month = {11/2019}, pages = {1098 - 1111.e23}, abstract = {

We report a 100-million atom-scale model of an entire cell organelle, a photosynthetic chromatophore vesicle from a purple bacterium, that reveals the cascade of energy conversion steps culminating in the generation of ATP from sunlight. Molecular dynamics simulations of this vesicle elucidate how the integral membrane complexes influence local curvature to tune photoexcitation of pigments. Brownian dynamics of small molecules within the chromatophore probe the mechanisms of directional charge transport under various pH and salinity conditions. Reproducing phenotypic properties from atomistic details, a kinetic model evinces that low-light adaptations of the bacterium emerge as a spontaneous outcome of optimizing the balance between the chromatophore{\textquoteright}s structural integrity and robust energy conversion. Parallels are drawn with the more universal\ mitochondrial bioenergetic machinery, from whence molecular-scale insights into the mechanism of cellular aging are inferred. Together, our integrative method and spectroscopic experiments pave the way to first-principles modeling of whole living cells.

}, keywords = {bioenergetics, biological membranes, charge transport, chromatophore, integrative model, MD, mitochondria, Molecular Dynamics Simulation, optical spectroscopy, photosynthesis}, issn = {0092-8674}, doi = {10.1016/j.cell.2019.10.021}, url = {http://www.sciencedirect.com/science/article/pii/S0092867419311717}, author = {Abhishek Singharoy and Christopher Maffeo and Karelia H. Delgado-Magnero and David J.K. Swainsbury and Melih Sener and Ulrich Kleinekath{\"o}fer and John W. Vant and Jonathan Nguyen and Andrew Hitchcock and Barry Isralewitz and Ivan Teo and Danielle E. Chandler and John E. Stone and James C. Phillips and Taras V. Pogorelov and M. Ilaria Mallus and Christophe Chipot and Zaida Luthey-Schulten and D. Peter Tieleman and C. Neil Hunter and Emad Tajkhorshid and Aleksei Aksimentiev and Klaus Schulten} } @article {306, title = {Controlling aggregation of cholesterol-modified DNA nanostructures}, journal = {Nucleic Acid Research }, volume = {47}, year = {2019}, month = {11/2019}, pages = {11441-11451}, chapter = {11441}, abstract = {

DNA nanotechnology allows for the design of programmable DNA-built nanodevices which controllably interact with biological membranes and even mimic the function of natural membrane proteins. Hydrophobic modifications, covalently linked to the DNA, are essential for targeted interfacing of DNA nanostructures with lipid membranes. However, these hydrophobic tags typically induce undesired aggregation eliminating structural control, the primary advantage of DNA nanotechnology. Here, we study the aggregation of cholesterol-modified DNA nanostructures using a combined approach of non-denaturing polyacrylamide gel electrophoresis, dynamic light scattering, confocal microscopy and atomistic molecular dynamics simulations. We show that the aggregation of cholesterol-tagged ssDNA is sequence-dependent, while for assembled DNA constructs, the number and position of the cholesterol tags are the dominating factors. Molecular dynamics simulations of cholesterol-modified ssDNA reveal that the nucleotides wrap around the hydrophobic moiety, shielding it from the environment. Utilizing this behavior, we demonstrate experimentally that the aggregation of cholesterol-modified DNA nanostructures can be controlled by the length of ssDNA overhangs positioned adjacent to the cholesterol. Our easy-to-implement method for tuning cholesterol-mediated aggregation allows for increased control and a closer structure{\textendash}function relationship of membrane-interfacing DNA constructs - a fundamental prerequisite for employing DNA nanodevices in research and biomedicine.

}, keywords = {cholesterol-modified DNA nanostructures,, DNA Nanotechnology}, doi = {https://doi.org/10.1093/nar/gkz914}, url = {https://doi.org/10.1093/nar/gkz914}, author = {Ohmann, Alexander and G{\"o}pfrich, Kerstin and Joshi, Himanshu and Thompson, Rebecca F and Sobota, Diana and Ranson, Neil A and Aleksei Aksimentiev and Keyser, Ulrich F} } @article {307, title = {Single molecule analysis of structural fluctuations in DNA nanostructures}, journal = {Nanoscale}, volume = {11}, year = {2019}, month = {10/2019}, pages = {18475 - 18482}, abstract = {

DNA origami is an excellent tool for building complex artificial nanostructures. Functionalization of these structures provides the possibility of precise organization of matter at the nanoscale. In practice, efforts in this endeavour can be impeded by electrostatic repulsion or other dynamics at the molecular scale, resulting in uncompliant local structures. Using single molecule FRET microscopy combined with coarse-grained Brownian dynamics simulations, we investigated here the local structure around the lid of a DNA origami box, which can be opened by specific DNA keys. We found that FRET signals for the closed box depend on buffer ion concentrations and small changes to the DNA structure design. Simulations provided a view of the global and local structure and showed that the distance between the box wall and lid undergoes fluctuations. These results provide methods to vizualise and improve the local structure of three-dimensional DNA origami assemblies and offer guidance for exercising control over placement of chemical groups and ligands.

}, issn = {2040-3364}, doi = {10.1039/C9NR03826D}, url = {http://xlink.rsc.org/?DOI=C9NR03826Dhttp://pubs.rsc.org/en/content/articlepdf/2019/NR/C9NR03826Dhttp://pubs.rsc.org/en/content/articlepdf/2019/NR/C9NR03826D}, author = {Jepsen, Mette D. E. and S{\o}rensen, Rasmus Sch{\o}ler and Maffeo, Christopher and Aleksei Aksimentiev and Kjems, J{\o}rgen and Birkedal, Victoria} } @article {302, title = {Step-defect guided delivery of DNA to a graphene nanopore}, journal = {Nature Nanotechnology}, year = {2019}, month = {08/2019}, abstract = {

Precision placement and transport of biomolecules are critical to many single-molecule manipulation and detection methods. One such method is nanopore sequencing, in which the delivery of biomolecules towards a nanopore controls the method{\textquoteright}s throughput. Using all-atom molecular dynamics, here we show that the precision transport of biomolecules can be realized by utilizing ubiquitous features of graphene surface-step defects that separate multilayer domains. Subject to an external force, we found that adsorbed DNA moved much faster down a step defect than up, and even faster along the defect edge, regardless of whether the motion was produced by a mechanical force or a solvent flow. We utilized this direction dependency to demonstrate a mechanical analogue of an electric diode and a system for delivering DNA molecules to a nanopore. The defect-guided delivery principle can be used for the separation, concentration and storage of scarce biomolecular species, on-demand chemical reactions and nanopore sensing.

}, isbn = {1748-3395}, doi = {10.1038/s41565-019-0514-y}, url = {https://doi.org/10.1038/s41565-019-0514-y}, author = {Shankla, Manish and Aleksei Aksimentiev} } @article {300, title = {Characterization of the Lipid Structure and Fluidity of Lipid Membranes on Epitaxial Graphene and Their Correlation to Graphene Features}, journal = {Langmuir}, volume = {35}, year = {2019}, month = {03/2019}, pages = {4726-4735}, abstract = {

Graphene has been recognized as an enhanced platform for biosensors because of its high electron mobility. To integrate active membrane proteins into graphene-based materials for such applications, graphene{\textquoteright}s surface must be functionalized with lipids to mimic the biological environment of these proteins. Several studies have examined supported lipids on various types of graphene and obtained conflicting results for the lipid structure. Here, we present a correlative characterization technique based on fluorescence measurements in a Raman spectroscopy setup to study the lipid structure and dynamics on epitaxial graphene. Compared to other graphene variations, epitaxial graphene is grown on a substrate more conducive to production of electronics and offers unique topographic features. On the basis of experimental and computational results, we propose that a lipid sesquilayer (1.5 bilayer) forms on epitaxial graphene and demonstrate that the distinct surface features of epitaxial graphene affect the structure and diffusion of supported lipids.

}, doi = {10.1021/acs.langmuir.9b00164}, url = {https://doi.org/10.1021/acs.langmuir.9b00164}, author = {Farell, Megan and Wetherington, Maxwell and Shankla, Manish and Chae, Inseok and Subramanian, Shruti and Kim, Seong H. and Aleksei Aksimentiev and Robinson, Joshua and Kumar, Manish} } @article {298, title = {Rapid and Accurate Determination of Nanopore Ionic Current Using a Steric Exclusion Model}, journal = {ACS sensors}, volume = {4}, year = {2019}, month = {03/2019}, pages = {634--644}, abstract = {

Nanopore sensing has emerged as a versatile approach to detection and identification of biomolecules. Presently, researchers rely on experience and intuition for choosing or modifying the nanopores to detect a target analyte. The field would greatly benefit from a computational method that could relate the atomic-scale geometry of the nanopores and analytes to the blockade nanopore currents they produce. Existing computational methods are either computationally too expensive to be used routinely in experimental laboratories or not sensitive enough to account for the atomic structure of the pore and the analytes. Here, we demonstrate a robust and inexpensive computational approach{\textemdash}the steric exclusion model (SEM) of nanopore conductance{\textemdash}that is orders of magnitude more efficient than all-atom MD and yet is sensitive enough to account for the atomic structure of the nanopore and the analyte. The method combines the computational efficiency of a finite element solver with the atomic precision of a nanopore conductance map to yield unprecedented speed and accuracy of ionic current prediction. We validate our SEM approach through comparison with the current blockades computed using the all-atom molecular dynamics method for a range of proteins confined to a solid-state nanopore, biological channels embedded in a lipid bilayer membranes, and blockade currents produced by DNA homopolymers in MspA. We illustrate potential applications of SEM by computing blockade currents produced by nucleosome proteins in a solid-state nanopore, individual amino acids in MspA, and by testing the effect of point mutations on amino acid distinguishability. We expect our SEM approach to become an integral part of future development of the nanopore sensing field.

}, doi = {10.1021/acssensors.8b01375}, url = {https://pubs.acs.org/doi/full/10.1021/acssensors.8b01375}, author = {Wilson, James and Sarthak, Kumar and Si, Wei and Gao, Luyu and Aleksei Aksimentiev} } @article {295, title = {Electro-Mechanical Conductance Modulation of a Nanopore Using a Removable Gate}, journal = {ACS Nano}, volume = {13}, year = {2019}, month = {02/2019}, pages = {2398--2409}, chapter = {2398}, abstract = {

Ion channels form the basis of information processing in livings cells by facilitating exchange of electrical signals across and along cellular membranes. Applying the same principles to man-made systems requires development of synthetic ion channels that can alter their conductance in response to a variety of external manipulations. By combining single-molecule electrical recordings with all-atom molecular dynamics simulations, we here demonstrate a new hybrid nanopore system that allows for both a stepwise change of its conductance and a non-linear current-voltage dependence. The conductance modulation is realized by using a short flexible peptide gate that carries opposite electric charge at its ends. We show that a constant transmembrane bias can position, and in a later stage remove, the peptide gate right at the most sensitive sensing region of a biological nanopore FraC, thus partially blocking its channel and producing a stepwise change in the conductance. Increasing or decreasing the bias while having the peptide gate trapped in the pore stretches or compresses the peptide within the nanopore, thus modulating its conductance in a non-linear but reproducible manner. We envision a range of applications of this removable-gate nanopore system, e.g. from an element of biological computing circuits to a test bed for probing the elasticity of intrinsically disordered proteins.

}, doi = {10.1021/acsnano.8b09266}, url = {https://doi.org/10.1021/acsnano.8b09266}, author = {Shidi Zhao and Restrepo-Perez, Laura and Maglia, Giovanni and Misha Soskine and Chirlmin Joo and Cees Dekker and Aleksei Aksimentiev} } @article {292, title = {Sequence-Dependent DNA Condensation as a Driving Force of DNA Phase Separation}, journal = {Nucleic Acids Research}, volume = {46}, year = {2018}, month = {10/2018}, pages = {9401--9413}, abstract = {

The physical properties of DNA have been suggested to play a central role in spatio-temporal organization of eukaryotic chromosomes. Experimental correlations have been established between the local nucleotide content of DNA and the frequency of inter- and intra-chromosomal contacts but the underlying physical mechanism remains unknown. Here, we combine fluorescence resonance energy transfer (FRET) measurements, precipitation assays, and molecular dynamics simulations to characterize the effect of DNA nucleotide content, sequence, and methylation on inter-DNA association and its correlation with DNA looping. First, we show that the strength of DNA condensation mediated by poly-lysine peptides as a reduced model of histone tails depends on the DNA{\textquoteright}s global nucleotide content but also on the local nucleotide sequence, which turns out to be qualitatively same as the condensation by spermine. Next, we show that the presence and spatial arrangement of C5 methyl groups determines the strength of inter-DNA attraction, partially explaining why RNA resists condensation. Interestingly, multi-color single molecule FRET measurements reveal strong anti-correlation between DNA looping and DNA{\textendash}DNA association, suggesting that a common biophysical mechanism underlies them. We propose that the differential affinity between DNA regions of varying sequence pattern may drive the phase separation of chromatin into chromosomal subdomains.

}, doi = {10.1093/nar/gky639 }, author = {Hyunju Kang and Jejoong Yoo and Hong Soo Lee and Byeong-Kwon Sohn and Seung-Won Lee and Wenjie Ma and Jung-Min Kee and Aleksei Aksimentiev and Hajin Kim} } @article {290, title = {PoreDesigner for tuning solute selectivity in a robust and highly permeable outer membrane pore}, journal = {Nature Communications}, volume = {9}, year = {2018}, month = {09/2018}, pages = {3661}, abstract = {

Monodispersed angstrom-size pores embedded in a suitable matrix are promising for highly selective membrane-based separations. They can provide substantial energy savings in water treatment and small molecule bioseparations. Such pores present as membrane proteins (chiefly aquaporin-based) are commonplace in biological membranes but difficult to implement in synthetic industrial membranes and have modest selectivity without tunable selectivity. Here we present PoreDesigner, a design workflow to redesign the robust beta-barrel Outer Membrane Protein F as a scaffold to access three specific pore designs that exclude solutes larger than sucrose (\>360 Da), glucose (\>180 Da), and salt (\>58 Da) respectively. PoreDesigner also enables us to design any specified pore size (spanning 3{\textendash}10 {\r A}), engineer its pore profile, and chemistry. These redesigned pores may be ideal for conducting sub-nm aqueous separations with permeabilities exceeding those of classical biological water channels,\ aquaporins, by more than an order of magnitude at over 10 billion water molecules per channel per second.

}, issn = {2041-1723}, doi = {10.1038/s41467-018-06097-1}, url = {https://doi.org/10.1038/s41467-018-06097-1}, author = {Chowdhury, Ratul and Ren, Tingwei and Shankla, Manish and Decker, Karl and Grisewood, Matthew and Prabhakar, Jeevan and Baker, Carol and Golbeck, John H and Aleksei Aksimentiev and Kumar, Manish and Maranas, Costas D} } @article {291, title = {Dynamics of a Molecular Plug Docked onto a Solid-State Nanopore}, journal = {The Journal of Physical Chemistry Letters}, volume = {9}, year = {2018}, month = {08/2018}, pages = {4686-4694}, chapter = {4686}, abstract = {

Docking of a protein- DNA complex onto a nanopore can provide ample observation time, and has enabled collection of analytic applications of biological nanopores, including DNA sequencing. However, the application of the same principle to solid-state nanopores is tempered by poor understanding of the docking process. Here, we elucidate the behavior of individual protein- DNA complexes docked onto a solid-state nanopore by monitoring the nanopore ionic current. Repeat docking of monovalent streptavidin- DNA complexes is found to produce ionic current blockades that fluctuate between discrete levels. We elucidate the roles of the protein plug and the DNA tether in the docking process, finding the docking configurations to determine the multitude of the current blockade levels, whereas the frequency of the current level switching is determined by the interactions between the molecules and the solid-state membrane. Finally, we prove the feasibility of using the nanopore docking principle for single-molecule sensing using solid-state nanopores by detecting conformational changes of a tethered DNA molecule from a random coil to an i-motif state.

}, doi = {10.1021/acs.jpclett.8b01755}, author = {Xin Shi and Qiao Li and Rui Gao and Wei Si and Shao-Chuang Liu and Aleksei Aksimentiev and Yi-Tao Long} } @article {285, title = {Inchworm movement of two rings switching onto a thread by biased Brownian diffusion represent a three-body problem}, journal = {Proceedings of the National Academy of Sciences}, year = {2018}, month = {05/2018}, abstract = {

This article describes a molecular realization of the classical three-body problem, where the motion of three or more bodies is directed by a set of pairwise forces. Surprisingly, motion of the components of the three-body molecular systems is found to be highly choreographed by differences in strength of intercomponent interactions, promoting a rare inchworm-like loading of molecular rings onto a molecular thread. Our work demonstrates the utility of an integrative approach to design and develop functional molecular machines.The coordinated motion of many individual components underpins the operation of all machines. However, despite generations of experience in engineering, understanding the motion of three or more coupled components remains a challenge, known since the time of Newton as the {\textquotedblleft}three-body problem.{\textquotedblright} Here, we describe, quantify, and simulate a molecular three-body problem of threading two molecular rings onto a linear molecular thread. Specifically, we use voltage-triggered reduction of a tetrazine-based thread to capture two cyanostar macrocycles and form a [3]pseudorotaxane product. As a consequence of the noncovalent coupling between the cyanostar rings, we find the threading occurs by an unexpected and rare inchworm-like motion where one ring follows the other. The mechanism was derived from controls, analysis of cyclic voltammetry (CV) traces, and Brownian dynamics simulations. CVs from two noncovalently interacting rings match that of two covalently linked rings designed to thread via the inchworm pathway, and they deviate considerably from the CV of a macrocycle designed to thread via a stepwise pathway. Time-dependent electrochemistry provides estimates of rate constants for threading. Experimentally derived parameters (energy wells, barriers, diffusion coefficients) helped determine likely pathways of motion with rate-kinetics and Brownian dynamics simulations. Simulations verified intercomponent coupling could be separated into ring{\textendash}thread interactions for kinetics, and ring{\textendash}ring interactions for thermodynamics to reduce the three-body problem to a two-body one. Our findings provide a basis for high-throughput design of molecular machinery with multiple components undergoing coupled motion.

}, issn = {0027-8424}, doi = {10.1073/pnas.1719539115}, url = {http://www.pnas.org/content/early/2018/05/03/1719539115}, author = {Benson, Christopher R. and Maffeo, Christopher and Fatila, Elisabeth M. and Liu, Yun and Sheetz, Edward G. and Aleksei Aksimentiev and Singharoy, Abhishek and Flood, Amar H.} } @inbook {277, title = {A Practical Guide to Molecular Dynamics Simulations of DNA Origami Systems}, booktitle = {DNA Nanotechology: Methods and Protocols}, series = {Methods in Molecular Biology}, volume = {1811}, year = {2018}, pages = {209-229}, publisher = {Humana Press}, organization = {Humana Press}, edition = {2}, chapter = {A Practical Guide to Molecular Dynamics Simulations of DNA Origami Systems}, address = {New York}, abstract = {

The DNA origami method exploits the self-assembly property of nucleic acids to build diverse nanoscale systems. The all-atom molecular dynamics (MD) method has emerged as a powerful computational tool for atomic-resolution characterization of the in situ structure and physical properties of DNA origami objects. This chapter provides step-by-step instructions for building atomic-scale models of DNA origami systems, using the MD method to simulate the models, and performing basic analyses of the resulting MD trajectories.\ 

}, issn = {978-1-4939-8581-4}, doi = {10.1007/978-1-4939-8582-1_15}, url = {https://link.springer.com/protocol/10.1007/978-1-4939-8582-1_15}, author = {Jejoong Yoo and Chen-Yu Li and Scott Michael Slone and Christopher Maffeo and Aleksei Aksimentiev}, editor = {Giampaolo Zuccheri} } @article {279, title = {Porphyrin-Assisted Docking of a Thermophage Portal Protein into Lipid Bilayers: Nanopore Engineering and Characterization}, journal = {ACS Nano}, volume = {11}, year = {2017}, month = {12/2017}, pages = {11931-11945}, abstract = {

Nanopore-based sensors for nucleic acid sequencing and single-molecule detection typically employ pore-forming membrane proteins with hydrophobic external surfaces, suitable for insertion into a lipid bilayer. In contrast, hydrophilic pore-containing molecules such as DNA origami, have been shown to require chemical modification to favor insertion into a lipid environment. In this work, we describe a strategy for inserting polar proteins with an inner pore into lipid membranes, focusing here on a circular 12-subunit assembly of the thermophage G20c portal protein. X-ray crystallography, electron microscopy, molecular dynamics and thermal/chaotrope denaturation experiments all find the G20c portal protein to have a highly stable structure, favorable for nanopore sensing applications. Porphyrin conjugation to a cysteine mutant in the protein facilitates the protein{\textquoteright}s insertion into lipid bilayers, allowing us to probe ion transport through the pore. Finally, we probed the portal interior size and shape using a series of cyclodextrins of varying sizes, revealing asymmetric transport that possibly originates from the portal{\textquoteright}s DNA-ratchet function.

}, doi = {10.1021/acsnano.7b06980}, url = {http://pubs.acs.org/doi/abs/10.1021/acsnano.7b06980}, author = {Cressiot*, Benjamin and Greive*, Sandra J. and Si*, Wei and Pascoa, Tomas and Mojtabavi, Mehrnaz and Chechik, Maria and Jenkins, Huw Thomas and Lu, Xueguang and Zhang, Ke and Aleksei Aksimentiev and Antson, Alfred A. and Wanunu, Meni} } @article {274, title = {Quantification of Membrane Protein-Detergent Complex Interactions}, journal = {The Journal of Physical Chemistry B}, volume = {121}, year = {2017}, month = {11/2017}, pages = {10228-10241}, chapter = {10228}, abstract = {

Although fundamentally significant in structural, chemical, and membrane biology, the interfacial protein-detergent complex (PDC) interactions have been modestly examined because of the complicated behavior of both detergents and membrane proteins in aqueous phase. Membrane proteins are prone to unproductive aggregation resulting from poor detergent solvation, but the participating forces in this phenomenon remain ambiguous. Here, we show that using rational membrane protein design, targeted chemical modification, and steady-state fluorescence polarization spectroscopy, the detergent desolvation of membrane proteins can be quantitatively evaluated. We demonstrate that depleting the detergent in the sample well produced a two-state transition of membrane proteins between a fully detergent-solvated state and a detergent-desolvated state, the nature of which depended on the interfacial PDC interactions. Using a panel of six membrane proteins of varying hydrophobic topography, structural fingerprint, and charge distribution on the solvent-accessible surface, we provide direct experimental evidence for the contributions of the electrostatic and hydrophobic interactions to the protein solvation properties. Moreover, all-atom molecular dynamics simulations report the major contribution of the hydrophobic forces exerted at the PDC interface. This semi-quantitative approach might be extended in the future to include studies of the interfacial PDC interactions of other challenging membrane protein systems of unknown structure. This would have practical importance in protein extraction, solubilization, stabilization, and crystallization.

}, doi = {10.1021/acs.jpcb.7b08045}, url = {http://pubs.acs.org/doi/abs/10.1021/acs.jpcb.7b08045}, author = {Wolfe, Aaron John and Si, Wei and Zhang, Zhengqi and Blanden, Adam R and Hsueh, Yi-Ching and Gugel, Jack Fredrick and Pham, Bach and Chen, Min and Loh, Stewart N and Rozovsky, Sharon and Aleksei Aksimentiev and Movileanu, Liviu} } @article {270, title = {Nanopore Sensing of Protein Folding}, journal = {ACS Nano}, volume = {11, 7091-7100}, year = {2017}, month = {05/2017}, abstract = {

Single-molecule studies of protein folding\ hold keys to unveiling protein folding pathways and elusive intermediate folding states-attractive pharmaceutical targets. Although conventional single-molecule approaches can detect folding intermediates, they presently lack throughput and require elaborate labeling. Here, we theoretically show that measurements of ionic current through a nanopore containing a protein can report on the protein{\textquoteright}s folding state. Our all-atom molecular dynamics (MD) simulations show that the unfolding of a protein lowers the nanopore ionic current, an effect that originates from the reduction of ion mobility in proximity to a protein. Using a theoretical model, we show that the average change in ionic current produced by a folding-unfolding transition is detectable despite the orientational and conformational heterogeneity of the folded and unfolded states. By analyzing millisecond-long all-atom MD simulations of multiple protein transitions, we show that a nanopore ionic current recording can detect folding-unfolding transitions in real time and report on the structure of folding intermediates.

}, doi = {10.1021/acsnano.7b02718}, url = {http://pubs.acs.org/doi/abs/10.1021/acsnano.7b02718}, author = {Si, Wei and Aleksei Aksimentiev} } @article {252, title = {Modulation of Molecular Flux Using a Graphene Nanopore Capacitor}, journal = {The Journal of Physical Chemistry B}, volume = {121}, year = {2017}, month = {02/2017}, pages = {3724-3733}, chapter = {3724}, abstract = {

Modulation of ionic current flowing through nanoscale pores is one of the fundamental biological processes. Inspired by nature, nanopores in synthetic solid-state membranes are being developed to enable rapid analysis of biological macromolecules and to serve as elements of nanofludic circuits. Here, we \ theoretically investigate ion and water transport through a graphene-insulator-graphene membrane containing a single, electrolyte-filled nanopore. By means of all-atom molecular dynamics simulations we show \ that the charge state of such a graphene nanopore capacitor \ can \ regulate both the selectivity and the magnitude of the nanopore ionic current. At a fixed transmembrane bias, the ionic current can be switched from being carried by an equal mixture of cations and anions to being carried almost exclusively by either cationic or anionic species, depending on the the sign of the charge assigned to both plates of the capacitor. \  Assigning the plates of the capacitor opposite sign charges can either increase the nanopore current or reduce it substantially, depending on the polarity of the \ bias driving the transmembrane current. Facilitated by dynamic inversion of the nanopore surface charge, such ionic current modulations are found to occur despite the physical dimensions of the nanopore being an order of magnitude larger than the screening length of the electrolyte. The \ ionic current rectification is accompanied by a pronounced electro-osmotic effect that can transport neutral molecules such as proteins and drugs across the solid-state membrane and thereby serve as an interface between electronic and chemical signals.

}, issn = {1520-6106}, doi = {10.1021/acs.jpcb.6b10574}, author = {Manish Shankla and Aleksei Aksimentiev} } @article {236, title = {Ion Channels Made from a Single Membrane-Spanning DNA Duplex}, journal = {Nano Letters}, volume = {16}, year = {2016}, month = {06/2016}, pages = {4665--4669}, abstract = {

Due to their hollow interior, transmembrane channels are capable of opening up pathways for ions across lipid membranes of living cells. Here, we demonstrate ion conduction induced by a single DNA duplex that lacks a hollow central channel. Decorated with six porpyrin-tags, our duplex is designed to span lipid membranes. Combining electrophysiology measurements with all-atom molecular dynamics simulations, we elucidate the microscopic conductance pathway\ (see\ water channel\ trajectory, require login to nanoHUB). Ions flow (see ion transport\ trajectory)\ at the DNA-lipid interface as the lipid head groups tilt towards the amphiphilic duplex forming a toroidal pore filled with water and ions. Ionic current traces produced by the DNA-lipid channel show well-defined insertion steps, closures and gating similar to those observed for traditional protein channels or synthetic pores. Ionic conductances obtained through simulations and experiments are in excellent quantitative agreement. The conductance mechanism realized here, with the smallest possible DNA-based ion channel, offers a route to design a new class of synthetic ion channels with maximum simplicity.

}, doi = {10.1021/acs.nanolett.6b02039}, author = {Kerstin G{\"o}pfrich and Chen-Yu Li and Iwona Mames and Satya Prathyusha Bhamidimarri and Maria Ricci and Jejoong Yoo and Adam Mames and Alexander Ohmann and Mathias Winterhalter and Eugen Stulz and Aleksei Aksimentiev and Ulrich F Keyser} } @article {235, title = {Graphene Nanopores for Protein Sequencing}, journal = {Advanced Functional Materials}, volume = {26}, year = {2016}, month = {06/2016}, pages = {4830-4838}, chapter = {4830}, abstract = {

An inexpensive, reliable method for protein sequencing is essential to unraveling the biological mechanisms governing cellular behavior and disease. Current protein sequencing methods suffer from limitations associated with the size of proteins that can be sequenced, the time, and the cost of the sequencing procedures. This study reports the results of all-atom molecular dynamics simulations that investigated the feasibility of using graphene nanopores for protein sequencing. The study is focused on the biologically significant phenylalanine-glycine repeat peptides (FG-nups){\textemdash}parts of the nuclear pore transport machinery. Surprisingly, FG-nups are found to behave similarly to single stranded DNA: The peptides adhere to graphene and exhibit stepwise translocation when subject to a transmembrane bias or a hydrostatic pressure gradient. Reducing the peptide{\textquoteright}s charge density or increasing the peptide{\textquoteright}s hydrophobicity is found to decrease the translocation speed. Yet, unidirectional and stepwise translocation driven by a transmembrane bias is observed even when the ratio of charged to hydrophobic amino acids is as low as 1:8. The nanopore transport of the peptides is found to produce stepwise modulations of the nanopore ionic current correlated with the type of amino acids present in the nanopore, suggesting that protein sequencing by measuring ionic current blockades may be possible.

}, keywords = {graphene, ionic current, nanopore sequencing, transmembrane transport}, issn = {1616-3028}, doi = {10.1002/adfm.201601272}, url = {http://dx.doi.org/10.1002/adfm.201601272}, author = {Wilson, James and Sloman, Leila and He, Zhiren and Aleksei Aksimentiev} } @article {226, title = {Molecular mechanics of DNA bricks: in situ structure, mechanical properties and ionic conductivity}, journal = {New Journal of Physics}, volume = {18}, year = {2016}, month = {05/2016}, pages = {055012}, abstract = {

The DNA bricks method exploits self-assembly of short DNA fragments to produce custom three-dimensional objects with subnanometer precision. In contrast to DNA origami, the DNA brick method permits a variety of different structures to be realized using the same library of DNA strands. As a consequence of their design, however, assembled DNA brick structures have fewer interhelical connections in comparison to equivalent DNA origami structures. Although the overall shape of the DNA brick objects has been characterized and found to conform to the features of the target designs, the microscopic properties of DNA brick objects remain yet to be determined. Here, we use the all-atom molecular dynamics method to directly compare the structure, mechanical properties and ionic conductivity of DNA brick and DNA origami structures different only by internal connectivity of their consistituent DNA strands. In comparison to equivalent DNA origami structures, the DNA brick structures are found to be less rigid and less dense and have a larger cross-section area normal to the DNA helix direction. At the microscopic level, the junction in the DNA brick structures are found to be right-handed, similar to the structure of individual Holliday junctions (HJ) in solution, which contrasts with the left-handed structure of HJ in DNA origami. Subject to external electric field, a DNA brick plate is more leaky to ions than an equivalent DNA origami plate because of its lower density and larger cross-section area. Overall, our results indicate that the structures produced by the DNA brick method are fairly similar in their overall appearance to those created by the DNA origami method but are more compliant when subject to external forces, which likely is a consequence of their single crossover design.

}, doi = {10.1088/1367-2630/18/5/055012}, url = {http://dx.doi.org/10.1088/1367-2630/18/5/055012}, author = {Scott Michael Slone and Chen-Yu Li and Jejoong Yoo and Aleksei Aksimentiev} } @article {216, title = {The Hinge Region Strengthens the Nonspecific Interaction between Lac-Repressor and DNA: A Computer Simulation Study}, journal = {PLoS ONE}, volume = {11}, year = {2016}, month = {02/2016}, pages = {e0152002}, abstract = {

LacI is commonly used as a model to study the protein-DNA interaction and gene regulation. The headpiece of the lac-repressor (LacI) protein is an ideal system for investigation of nonspecific binding of the whole LacI protein to DNA. The hinge region of the headpiece has been known to play a key role in the specific binding of LacI to DNA, whereas its role in nonspecific binding process has not been elucidated. Here, we report the results of explicit solvent molecular dynamics simulation and continuum electrostatic calculations suggesting that the hinge region strengthens the nonspecific interaction, accounting for up to 50\% of the micro-dissociation free energy of LacI from DNA. Consequently, the rate of microscopic dissociation of LacI from DNA is reduced by 2~3 orders of magnitude in the absence of the hinge region. We find the hinge region makes an important contribution to the electrostatic energy, the salt dependence of electrostatic energy, and the number of salt ions excluded from binding of the LacI-DNA complex.

}, doi = {10.1371/journal.pone.0152002}, url = {http://journals.plos.org/plosone/article?id=10.1371\%2Fjournal.pone.0152002}, author = {Lili Sun and Marcin Tabaka and Sen Hou and Lin Li and Krzysztof Burdzy and Aleksei Aksimentiev and Christopher Maffeo and Xuzhu Zhang and Robert Holyst} } @article {202, title = {Highly permeable artificial water channels that self-assemble into two-dimensional arrays}, journal = {Proceedings of the National Academy of Science}, volume = {112}, year = {2015}, month = {07/2015}, pages = {9810-9815}, chapter = {9810}, abstract = {

Bioinspired artificial water channels aim to combine the high permeability and selectivity of biological aquaporin (AQP) water channels with chemical stability. We characterized a new architecture of artificial water channels, peptide-appended pillar[5]arenes (PAPs). The average single-channel osmotic water permeability for PAPs is 1.0({\textpm} 0.3){\texttimes}10-14\ cm3/s or 3.5({\textpm} 1.0){\texttimes}108\ water molecules/s, which is in the range of AQPs (3.4~40.3{\texttimes}108\ water molecules/s) and their current synthetic analogs, carbon nanotubes (CNTs, 9.0{\texttimes}108\ water molecules/s). This permeability is an order of magnitude higher than first-generation artificial water channels (20 to ~107\ water molecules/s). Furthermore, within lipid bilayers, PAP channels can self-assemble into two-dimensional arrays. Importantly for permeable membrane design, the pore density of PAP channel arrays (~2.6{\texttimes}105\ pores/μm2) is two orders of magnitude higher than CNT membranes (0.1~2.5{\texttimes}103\ pores/μm2). PAP channels thus combine the advantages of biological channels and CNTs and improve upon them through their relatively simple synthesis, chemical stability and propensity to form arrays.

}, keywords = {membrane, nanochannel, permeation}, doi = {10.1073/pnas.1508575112}, author = {Yue-xiao Shen and Wen Si and Mustafa Erbakan and Karl Decker and Rita De Zorzi and Patrick O. Saboe and You Jung Kang and Sheereen Majd and Peter J. Butler and Thomas Walz and Aleksei Aksimentiev and Jun-li Hou and Manish Kumar} } @article {208, title = {Mapping fast protein folding with multiple-site fluorescent probes.}, journal = {Proc Natl Acad Sci U S A}, volume = {112}, year = {2015}, month = {06/2015}, pages = {7966-71}, abstract = {

Fast protein folding involves complex dynamics in many degrees of freedom, yet microsecond folding experiments provide only low-resolution structural information. We enhance the structural resolution of the five-helix bundle protein λ6-85 by engineering into it three fluorescent tryptophan-tyrosine contact probes. The probes report on distances between three different helix pairs: 1-2, 1-3, and 3-2. Temperature jump relaxation experiments on these three mutants reveal two different kinetic timescales: a slower timescale for 1-3 and a faster one for the two contacts involving helix 2. We hypothesize that these differences arise from a single folding mechanism that forms contacts on different timescales, and not from changes of mechanism due to adding the probes. To test this hypothesis, we analyzed the corresponding three distances in one published single-trajectory all-atom molecular-dynamics simulation of a similar mutant. Autocorrelation analysis of the trajectory reveals the same "slow" and "fast" distance change as does experiment, but on a faster timescale; smoothing the trajectory in time shows that this ordering is robust and persists into the microsecond folding timescale. Structural investigation of the all-atom computational data suggests that helix 2 misfolds to produce a short-lived off-pathway trap, in agreement with the experimental finding that the 1-2 and 3-2 distances involving helix 2 contacts form a kinetic grouping distinct from 1 to 3. Our work demonstrates that comparison between experiment and simulation can be extended to several order parameters, providing a stronger mechanistic test.

}, keywords = {Fluorescent Dyes, Kinetics, Molecular Dynamics Simulation, Mutation, Protein Folding, Tryptophan, Tyrosine}, issn = {1091-6490}, doi = {10.1073/pnas.1422683112}, url = {http://www.pnas.org/content/112/26/7966.full?sid=da9112c1-35df-4a1b-83b8-cfe4c0c56f7b}, author = {Prigozhin*, Maxim B and Chao*, Shu-Han and Sukenik, Shahar and Pogorelov, Taras V and Gruebele, Martin} } @article {160, title = {Slowing DNA Transport Using Graphene{\textendash}DNA Interactions}, journal = {Advanced Functional Materials}, volume = {25}, year = {2015}, month = {02/2015}, pages = {936{\textendash}946}, abstract = {

Slowing down DNA translocation speed in a nanopore is essential to ensuring reliable resolution of individual bases. Thin membrane materials enhance spatial resolution but simultaneously reduce the temporal resolution as the molecules translocate far too quickly. In this study, the effect of exposed graphene layers on the transport dynamics of both single (ssDNA) and double-stranded DNA (dsDNA) through nanopores is examined. Nanopore devices with various combinations of graphene and Al2O3 dielectric layers in stacked membrane structures are fabricated. Slow translocations of ssDNA in nanopores drilled in membranes with layers of graphene are reported. The increased hydrophobic interactions between the ssDNA and the graphene layers could explain this phenomenon. Further confirmation of the hydrophobic origins of these interactions is obtained through reporting significantly faster translocations of dsDNA through these graphene layered membranes. Molecular dynamics simulations confirm the preferential interactions of DNA with the graphene layers as compared to the dielectric layer verifying the experimental findings. Based on our findings, we propose that the integration of multiple stacked graphene layers could slow down DNA enough to enable the identification of nucleobases.

}, keywords = {graphene, graphene{\textendash}DNA interactions, Molecular dynamics, Nanopores, stacked membranes}, issn = {1616-3028}, doi = {10.1002/adfm.201403719}, url = {http://dx.doi.org/10.1002/adfm.201403719}, author = {Banerjee, Shouvik and James Wilson and Shim, Jiwook and Shankla, Manish and Corbin, Elise A. and Aleksei Aksimentiev and Rashid Bashir} } @article {147, title = {Conformational transitions and stop-and-go nanopore transport of single-stranded DNA on charged graphene}, journal = {Nature Communications}, volume = {5}, year = {2014}, pages = {5171}, abstract = {

Control over interactions with biomolecules holds the key to applications of graphene in biotechnology. One such application is nanopore sequencing, where a DNA molecule is electrophoretically driven through a graphene nanopore. Here we investigate how interactions of single-stranded DNA and a graphene membrane can be controlled by electrically biasing the membrane. The results of our molecular dynamics simulations suggest that electric charge on graphene can force a DNA homopolymer to adopt a range of strikingly different conformations. The conformational response is sensitive to even very subtle nucleotide modifications, such as DNA methylation. The speed of DNA motion through a graphene nanopore is strongly affected by the graphene charge: a positive charge accelerates the motion, whereas a negative charge arrests it. As a possible application of the effect, we demonstrate stop-and-go transport of DNA controlled by the charge of graphene. Such on-demand transport of DNA is essential for realizing nanopore sequencing.

}, issn = {2041-1723}, doi = {10.1038/ncomms6171}, url = {http://www.nature.com/ncomms/2014/141009/ncomms6171/full/ncomms6171.html}, author = {Shankla, Manish and Aleksei Aksimentiev} } @article {doi:10.1021/jp501492g, title = {Rectification of Ion Current in Nanopores Depends on the Type of Monovalent Cations: Experiments and Modeling}, journal = {The Journal of Physical Chemistry C}, volume = {118}, number = {18}, year = {2014}, pages = {9809-9819}, abstract = {Rectifying nanopores feature ion currents that are higher for voltages of one polarity compared to the currents recorded for corresponding voltages of the opposite polarity. Rectification of nanopores has been found to depend on the pore opening diameter and distribution of surface charges on the pore walls as well as pore geometry. Very little is known, however, on the dependence of ionic rectification on the type of transported ions of the same charge. We performed experiments with single conically shaped nanopores in a polymer film and recorded current-voltage curves in three electrolytes: LiCl, NaCl, and KCl. Rectification degrees of the pores, quantified as the ratio of currents recorded for voltages of opposite polarities, were the highest for KCl and the lowest for LiCl. The experimental observations could not be explained by a continuum modeling based on the Poisson-Nernst-Planck equations. All-atom molecular dynamics simulations revealed differential binding between Li+, Na+, and K+ ions and carboxyl groups on the pore walls, resulting in changes to both the effective surface charge of the nanopore and cation mobility within the pore.}, doi = {10.1021/jp501492g}, url = {http://dx.doi.org/10.1021/jp501492g}, author = {Gamble, Trevor and Karl Decker and Plett, Timothy S. and Pevarnik, Matthew and Pietschmann, Jan-Frederik and Vlassiouk, Ivan and Aleksei Aksimentiev and Siwy, Zuzanna S.} } @article {34, title = {Control of Nanoscale Environment to Improve Stability of Immobilized Proteins on Diamond Surfaces}, journal = {Adv Funct Mater}, volume = {21}, year = {2011}, month = {2011 Mar 21}, pages = {1040-1050}, abstract = {

Immunoassays for detection of bacterial pathogens rely on the selectivity and stability of bio-recognition elements such as antibodies tethered to sensor surfaces. The search for novel surfaces that improve the stability of biomolecules and assay performance has been pursued for a long time. However, the anticipated improvements in stability have not been realized in practice under physiological conditions because the surface functionalization layers on commonly used substrates, silica and gold, are themselves unstable on time scales of days. In this paper, we show that covalent linking of antibodies to diamond surfaces leads to substantial improvements in biological activity of proteins as measured by the ability to selectively capture cells of the pathogenic bacterium Escherichia coli O157:H7 even after exposure to buffer solutions at 37 {\textdegree}C for extended periods of time, approaching 2 weeks. Our results from ELISA, XPS, fluorescence microscopy, and MD simulations suggest that by using highly stable surface chemistry and controlling the nanoscale organization of the antibodies on the surface, it is possible to achieve significant improvements in biological activity and stability. Our findings can be easily extended to functionalization of micro and nanodimensional sensors and structures of biomedical diagnostic and therapeutic interest.

}, issn = {1616-301X}, doi = {10.1002/adfm.201002251}, author = {Radadia, Adarsh D and Courtney J Stavis and Carr, Rogan and Zeng, Hongjun and King, William P and Carlisle, John A and Aleksei Aksimentiev and Hamers, Robert J and Rashid Bashir} } @article {40, title = {Surface functionalization of thin-film diamond for highly stable and selective biological interfaces}, journal = {Proc Natl Acad Sci U S A}, volume = {108}, year = {2011}, month = {2011 Jan 18}, pages = {983-8}, abstract = {

Carbon is an extremely versatile family of materials with a wide range of mechanical, optical, and mechanical properties, but many similarities in surface chemistry. As one of the most chemically stable materials known, carbon provides an outstanding platform for the development of highly tunable molecular and biomolecular interfaces. Photochemical grafting of alkenes has emerged as an attractive method for functionalizing surfaces of diamond, but many aspects of the surface chemistry and impact on biological recognition processes remain unexplored. Here we report investigations of the interaction of functionalized diamond surfaces with proteins and biological cells using X-ray photoelectron spectroscopy (XPS), atomic force microscopy, and fluorescence methods. XPS data show that functionalization of diamond with short ethylene glycol oligomers reduces the nonspecific binding of fibrinogen below the detection limit of XPS, estimated as > 97\% reduction over H-terminated diamond. Measurements of different forms of diamond with different roughness are used to explore the influence of roughness on nonspecific binding onto H-terminated and ethylene glycol (EG)-terminated surfaces. Finally, we use XPS to characterize the chemical stability of Escherichia coli K12 antibodies on the surfaces of diamond and amine-functionalized glass. Our results show that antibody-modified diamond surfaces exhibit increased stability in XPS and that this is accompanied by retention of biological activity in cell-capture measurements. Our results demonstrate that surface chemistry on diamond and other carbon-based materials provides an excellent platform for biomolecular interfaces with high stability and high selectivity.

}, keywords = {Antibodies, Bacterial, Avidin, Chemistry, Physical, Diamond, Escherichia coli K12, Ethylene Glycol, Fibrinogen, Fluorescence, Microscopy, Atomic Force, Photoelectron Spectroscopy, Protein Binding, Surface Properties}, issn = {1091-6490}, doi = {10.1073/pnas.1006660107}, author = {Courtney J Stavis and Clare, Tami Lasseter and Butler, James E and Radadia, Adarsh D and Carr, Rogan and Zeng, Hongjun and King, William P and Carlisle, John A and Aleksei Aksimentiev and Rashid Bashir and Hamers, Robert J} } @article {37, title = {Lipid bilayer coated Al(2)O(3) nanopore sensors: towards a hybrid biological solid-state nanopore}, journal = {Biomed Microdevices}, volume = {13}, year = {2011}, month = {2011 Aug}, pages = {671-82}, abstract = {

Solid-state nanopore sensors are highly versatile platforms for the rapid, label-free electrical detection and analysis of single molecules, applicable to next generation DNA sequencing. The versatility of this technology allows for both large scale device integration and interfacing with biological systems. Here we report on the development of a hybrid biological solid-state nanopore platform that incorporates a highly mobile lipid bilayer on a single solid-state Al(2)O(3) nanopore sensor, for the potential reconstitution of ion channels and biological nanopores. Such a system seeks to combine the superior electrical, thermal, and mechanical stability of Al(2)O(3) solid-state nanopores with the chemical specificity of biological nanopores. Bilayers on Al(2)O(3) exhibit higher diffusivity than those formed on TiO(2) and SiO(2) substrates, attributed to the presence of a thick hydration layer on Al(2)O(3), a key requirement to preserving the biological functionality of reconstituted membrane proteins. Molecular dynamics simulations demonstrate that the electrostatic repulsion between the dipole of the DOPC headgroup and the positively charged Al(2)O(3) surface may be responsible for the enhanced thickness of this hydration layer. Lipid bilayer coated Al(2)O(3) nanopore sensors exhibit excellent electrical properties and enhanced mechanical stability (GΩ seals for over 50 h), making this technology ideal for use in ion channel electrophysiology, the screening of ion channel active drugs and future integration with biological nanopores such as α-hemolysin and MspA for rapid single molecule DNA sequencing. This technology can find broad application in bio-nanotechnology.

}, keywords = {Aluminum Oxide, Biosensing Techniques, DNA, Fluorescence Recovery After Photobleaching, Ion Channels, Lipid Bilayers, Models, Biological, Molecular Dynamics Simulation, Nanopores, Nanotechnology, Phosphatidylcholines, Sequence Analysis, DNA, Silicon Dioxide, Staining and Labeling, Titanium}, issn = {1572-8781}, doi = {10.1007/s10544-011-9537-3}, author = {Venkatesan, Bala Murali and Polans, James and Jeffrey Comer and Sridhar, Supriya and Wendell, David and Aleksei Aksimentiev and Rashid Bashir} } @inbook {35, title = {Modeling nanopores for sequencing DNA}, booktitle = {DNA Nanotechnology: Methods and Protocols}, volume = {749}, year = {2011}, month = {2011}, pages = {317-358}, abstract = {

Using nanopores to sequence DNA rapidly and at a low cost has the potential to radically transform the field of genomic research. However, despite all the exciting developments in the field, sequencing DNA using a nanopore has yet to be demonstrated. Among the many problems that hinder development of the nanopore sequencing methods is the inability of current experimental techniques to visualize DNA conformations in a nanopore and directly relate the microscopic state of the system to the measured signal. We have recently shown that such tasks could be accomplished through computation. This chapter provides step-by-step instructions of how to build atomic scale models of biological and solid-state nanopore systems, use the molecular dynamics method to simulate the electric field-driven transport of ions and DNA through the nanopores, and analyze the results of such computational experiments.

}, keywords = {Base Sequence, Computer Simulation, DNA, Hemolysin Proteins, Models, Molecular, Molecular Conformation, Molecular Dynamics Simulation, Nanopores, Nanotechnology, Sequence Analysis, DNA}, issn = {1940-6029}, doi = {10.1007/978-1-61779-142-0_22}, author = {Jeffrey Comer and David B Wells and Aleksei Aksimentiev}, editor = {Giampaolo Zuccheri and Bruno Samori} } @inbook {192, title = {Third Generation DNA Sequencing with a Nanopore}, booktitle = {Nanopores: Sensing fundamental biological interactions at the single molecule level}, year = {2011}, pages = {287-311}, publisher = {Springer US}, organization = {Springer US}, chapter = {12}, abstract = {

With the advent of Next-Generation-Sequencing (NGS) technologies, an enormous volume of DNA sequencing data can be generated at low cost, placing genomic science within the grasp of everyday medicine. However, mired in this voluminous data, a new problem has emerged: the assembly of the genome from the short reads. In this chapter we examine the prospects for sequencing DNA using a synthetic nanopore. Nanopore sequencing has the potential for very long reads, reducing the computational burden posed by alignment and genome assembly, while at the same time eliminating logistically challenging and error-prone amplification and library formation due to its exquisite single molecule sensitivity. On the other hand, long high fidelity reads demand stringent control over both the DNA configuration in the pore and the translocation kinetics. We examine the prospects for satisfying these specifications with a synthetic nanopore.

}, keywords = {Comparison between biological and synthetic nanopores, Hydrodynamic focusing, Molecular dynamics simulations, Sequencing DNA, Trapping DNA, λ-DNA}, isbn = {978-1-4419-8251-3}, doi = {10.1007/978-1-4419-8252-0_12}, url = {http://dx.doi.org/10.1007/978-1-4419-8252-0_12}, author = {Gregory Timp and Mirsaidov, Utkur and Timp, Winston and Shim, Jiwook and Wang, Deqiang and Valentin Dimitrov and Scrimgeour, Jan and Lin, Chunchen and Jeffrey Comer and Anthony H. Ho and Zou, Xueqing and Aleksei Aksimentiev and Klaus Schulten}, editor = {Iqbal, Samir M. and Rashid Bashir} } @article {17, title = {DNA-DNA interactions in tight supercoils are described by a small effective charge density}, journal = {Phys Rev Lett}, volume = {105}, year = {2010}, month = {2010 Oct 8}, pages = {158101}, abstract = {

DNA-DNA interactions are important for genome compaction and transcription regulation. In studies of such complex processes, DNA is often modeled as a homogeneously charged cylinder and its electrostatic interactions are calculated within the framework of the Poisson-Boltzmann equation. Commonly, a charge adaptation factor is used to address limitations of this theoretical approach. Despite considerable theoretical and experimental efforts, a rigorous quantitative assessment of this parameter is lacking. Here, we comprehensively characterized DNA-DNA interactions in the presence of monovalent ions by analyzing the supercoiling behavior of single DNA molecules held under constant tension. Both a theoretical model and coarse-grained simulations of this process revealed a surprisingly small effective DNA charge of 40\% of the nominal charge density, which was additionally supported by all-atom molecular dynamics simulations.

}, keywords = {Biomechanical Phenomena, DNA, Superhelical, Molecular Dynamics Simulation, Monte Carlo Method, Salts, Static Electricity}, issn = {1079-7114}, doi = {10.1103/PhysRevLett.105.158101 }, url = {http://journals.aps.org/prl/abstract/10.1103/PhysRevLett.105.158101}, author = {Christopher Maffeo and Sch{\"o}pflin, Robert and Brutzer, Hergen and Stehr, Ren{\'e} and Aleksei Aksimentiev and Wedemann, Gero and Seidel, Ralf} } @article {48, title = {Modeling Transport Through Synthetic Nanopores}, journal = {IEEE Nanotechnol Mag}, volume = {3}, year = {2009}, month = {2009 Mar}, pages = {20-28}, abstract = {

Nanopores in thin synthetic membranes have emerged as convenient tools for high-throughput single-molecule manipulation and analysis. Because of their small sizes and their ability to selectively transport solutes through otherwise impermeable membranes, nanopores have numerous potential applications in nanobiotechnology. For most applications, properties of the nanopore systems have to be characterize at the atomic level, which is currently beyond the limit of experimental methods. Molecular dynamics (MD) simulations can provide the desired information, however several technical challenges have to be met before this method can be applied to synthetic nanopore systems. Here, we highlight our recent work on modeling synthetic nanopores of the most common types. First, we describe a novel graphical tool for setting up all-atom systems incorporating inorganic materials and biomolecules. Next, we illustrate the application of the MD method for silica, silicon nitride, and polyethylene terephthalate nanopores. Following that, we describe a method for modeling synthetic surfaces using a bias potential. Future directions for tool development and nanopore modeling are briefly discussed at the end of this article.

}, issn = {1932-4510}, doi = {10.1109/MNANO.2008.931112}, author = {Aleksei Aksimentiev and Robert Brunner and Eduardo Cruz-Ch{\'u} and Jeffrey Comer and Klaus Schulten} } @article {49, title = {Analyzing the forces binding a restriction endonuclease to DNA using a synthetic nanopore}, journal = {Nucleic Acids Res}, volume = {37}, year = {2009}, month = {2009 Jul}, pages = {4170-9}, abstract = {

Restriction endonucleases are used prevalently in recombinant DNA technology because they bind so stably to a specific target sequence and, in the presence of cofactors, cleave double-helical DNA specifically at a target sequence at a high rate. Using synthetic nanopores along with molecular dynamics (MD), we have analyzed with atomic resolution how a prototypical restriction endonuclease, EcoRI, binds to the DNA target sequence--GAATTC--in the absence of a Mg(2+) ion cofactor. We have previously shown that there is a voltage threshold for permeation of DNA bound to restriction enzymes through a nanopore that is associated with a nanonewton force required to rupture the complex. By introducing mutations in the DNA, we now show that this threshold depends on the recognition sequence and scales linearly with the dissociation energy, independent of the pore geometry. To predict the effect of mutation in a base pair on the free energy of dissociation, MD is used to qualitatively rank the stability of bonds in the EcoRI-DNA complex. We find that the second base in the target sequence exhibits the strongest binding to the protein, followed by the third and first bases, with even the flanking sequence affecting the binding, corroborating our experiments.

}, keywords = {Computer Simulation, Deoxyribonuclease EcoRI, DNA, DNA-Binding Proteins, Models, Molecular, Nanostructures, Protein Binding}, issn = {1362-4962}, doi = {10.1093/nar/gkp317}, author = {Dorvel, B and G Sigalov and Zhao, Q and Jeffrey Comer and Valentin Dimitrov and Mirsaidov, U and Aleksei Aksimentiev and Gregory Timp} } @article {45, title = {Ionic Current Rectification Through Silica Nanopores}, journal = {J Phys Chem C Nanomater Interfaces}, volume = {113}, year = {2009}, month = {2009 Feb 1}, pages = {1850}, abstract = {

Nanopores immersed in electrolytic solution and under the influence of an electric field can produce ionic current rectification, where ionic currents are higher for one voltage polarity than for the opposite polarity, resulting in an asymmetric current-voltage (I-V) curve. This behavior has been observed in polymer and silicon-based nanopores as well as in theoretically studied continuum models. By means of atomic level molecular dynamics (MD) simulations, we have performed a systematic investigation of KCl conductance in silica nanopores with a total simulation time of 680 ns. We found that ion-binding spots at the silica surfaces, such as dangling atoms, have effects on the ion concentration and electrostatic potential inside the nanopore, producing asymmetric I-V curves. Conversely, silica surfaces without ion-binding spots produce symmetric I-V curves.

}, issn = {1932-7447}, doi = {10.1021/jp804724p}, author = {Eduardo Cruz-Ch{\'u} and Aleksei Aksimentiev and Klaus Schulten} } @article {58, title = {Synthetic ion channels via self-assembly: a route for embedding porous polyoxometalate nanocapsules in lipid bilayer membranes}, journal = {Nano Lett}, volume = {8}, year = {2008}, month = {2008 Nov}, pages = {3916-21}, abstract = {

Porous polyoxometalate nanocapsules of Keplerate type are known to exhibit the functionality of biological ion channels; however, their use as an artificial ion channel is tempered by the high negative charge of the capsules, which renders their spontaneous incorporation into a lipid bilayer membrane unlikely. In this Letter we report coarse-grained molecular dynamics simulations that demonstrate a route for embedding negatively charged nanocapsules into lipid bilayer membranes via self-assembly. A homogeneous mixture of water, cationic detergent, and phospholipid was observed to spontaneously self-assemble around the nanocapsule into a layered, liposome-like structure, where the nanocapsule was enveloped by a layer of cationic detergent followed by a layer of phospholipid. Fusion of such a layered liposome with a lipid bilayer membrane was observed to embed the nanocapsule into the lipid bilayer. The resulting assembly was found to remain stable even after the surface of the capsule was exposed to electrolyte. In the latter conformation, water was observed to flow into and out of the capsule as Na(+) cations entered, suggesting that a polyoxometalate nanocapsule can form a functional synthetic ion channel in a lipid bilayer membrane.

}, keywords = {Ion Channels, Kinetics, Lipid Bilayers, Liposomes, Models, Molecular, Molecular Conformation, Nanocapsules, Porosity, Tungsten Compounds}, issn = {1530-6984}, doi = {10.1021/nl802366k}, author = {Carr, Rogan and Weinstock, Ira A and Sivaprasadarao, Asipu and M{\"u}ller, Achim and Aleksei Aksimentiev} } @article {62, title = {Detection of DNA sequences using an alternating electric field in a nanopore capacitor}, journal = {Nano Lett}, volume = {8}, year = {2008}, month = {2008 Jan}, pages = {56-63}, abstract = {

Molecular dynamics simulations revealed that back-and-forth motion of DNA strands through a 1 nm diameter pore exhibits sequence-specific hysteresis that arises from the reorientation of the DNA bases in the nanopore constriction. Such hysteresis of the DNA motion results in detectable changes of the electrostatic potential at the electrodes of the nanopore capacitor and in a sequence-specific drift of the DNA strand under an oscillating transmembrane bias. A strategy is suggested for sequencing DNA in a nanopore using the electric field that alternates periodically in time.

}, keywords = {DNA, Electricity, Nanostructures, Sequence Analysis, DNA}, issn = {1530-6984}, doi = {10.1021/nl071890k}, author = {G Sigalov and Jeffrey Comer and Gregory Timp and Aleksei Aksimentiev} } @article {54, title = {Computer modeling in biotechnology: a partner in development}, journal = {Methods Mol Biol}, volume = {474}, year = {2008}, month = {2008}, pages = {181-234}, abstract = {

Computational modeling can be a useful partner in biotechnology, in particular, in nanodevice engineering. Such modeling guides development through nanoscale views of biomolecules and devices not available through experimental imaging methods. We illustrate the role of computational modeling, mainly of molecular dynamics, through four case studies: development of silicon bionanodevices for single molecule electrical recording, development of carbon nano-tube-biomolecular systems as in vivo sensors, development of lipoprotein nanodiscs for assays of single membrane proteins, and engineering of oxygen tolerance into the enzyme hydrogenase for photosynthetic hydrogen gas production. The four case studies show how molecular dynamics approaches were adapted to the specific technical uses through (i) multi-scale extensions, (ii) fast quantum chemical force field evaluation, (iii) coarse graining, and (iv) novel sampling methods. The adapted molecular dynamics simulations provided key information on device behavior and revealed development opportunities, arguing that the "computational microscope" is an indispensable nanoengineering tool.

}, keywords = {Biosensing Techniques, Biotechnology, Computational Biology, Computer Simulation, Models, Molecular, Nanostructures}, issn = {1064-3745}, doi = {10.1007/978-1-59745-480-3_11}, author = {Aleksei Aksimentiev and Robert Brunner and Cohen, Jordi and Jeffrey Comer and Eduardo Cruz-Ch{\'u} and Hardy, David and Rajan, Aruna and Amy Y Shih and G Sigalov and Yin, Ying and Klaus Schulten} } @article {65, title = {Detecting SNPs using a synthetic nanopore}, journal = {Nano Lett}, volume = {7}, year = {2007}, month = {2007 Jun}, pages = {1680-5}, abstract = {

We have discovered a voltage threshold for permeation through a synthetic nanopore of dsDNA bound to a restriction enzyme that depends on the sequence. Molecular dynamic simulations reveal that the threshold is associated with a nanonewton force required to rupture the DNA-protein complex. A single mutation in the recognition site for the restriction enzyme, i.e., a single nucleotide polymorphism (SNP), can easily be detected as a change in the threshold voltage. Consequently, by measuring the threshold voltage in a synthetic nanopore, it may be possible to discriminate between two variants of the same gene (alleles) that differ in one base.

}, keywords = {Deoxyribonuclease EcoRI, DNA, DNA Mutational Analysis, Electromagnetic Fields, Macromolecular Substances, Materials Testing, Molecular Conformation, Nanostructures, Nanotechnology, Particle Size, Polymorphism, Single Nucleotide, Porosity, Sequence Analysis, DNA, Surface Properties}, issn = {1530-6984}, doi = {10.1021/nl070668c}, author = {Zhao, Q and G Sigalov and Valentin Dimitrov and Dorvel, B and Mirsaidov, U and S Sligar and Aleksei Aksimentiev and Gregory Timp} } @article {66, title = {Water-silica force field for simulating nanodevices}, journal = {J Phys Chem B}, volume = {110}, year = {2006}, month = {2006 Nov 2}, pages = {21497-508}, abstract = {

Amorphous silica is an inorganic material that is central for many nanotechnology applications, such as nanoelectronics, microfluidics, and nanopore sensors. To use molecular dynamics (MD) simulations to study the behavior of biomolecules interacting with silica, we developed a force field for amorphous silica surfaces based on their macroscopic wetting properties that is compatible with the CHARMM force field and TIP3P water model. The contact angle of a water droplet on a silica surface served as a criterion to tune the intermolecular interactions. The resulting force field was used to study the permeation of water through silica nanopores, illustrating the influence of the surface topography and the intermolecular parameters on permeation kinetics. We find that minute modeling of the amorphous surface is critical for MD studies, since the particular arrangement of surface atoms controls sensitively electrostatic interactions between silica and water.

}, keywords = {Nanostructures, Silicon Dioxide, Water}, issn = {1520-6106}, doi = {10.1021/jp063896o}, author = {Eduardo Cruz-Ch{\'u} and Aleksei Aksimentiev and Klaus Schulten} } @article {67, title = {The role of molecular modeling in bionanotechnology}, journal = {Phys Biol}, volume = {3}, year = {2006}, month = {2006 Mar}, pages = {S40-53}, abstract = {

Molecular modeling is advocated here as a key methodology for research and development in bionanotechnology. Molecular modeling provides nanoscale images at atomic and even electronic resolution, predicts the nanoscale interaction of unfamiliar combinations of biological and inorganic materials, and evaluates strategies for redesigning biopolymers for nanotechnological uses. The methodology is illustrated in this paper through reviewing three case studies. The first one involves the use of single-walled carbon nanotubes as biomedical sensors where a computationally efficient, yet accurate, description of the influence of biomolecules on nanotube electronic properties through nanotube-biomolecule interactions was developed; this development furnishes the ability to test nanotube electronic properties in realistic biological environments. The second case study involves the use of nanopores manufactured into electronic nanodevices based on silicon compounds for single molecule electrical recording, in particular, for DNA sequencing. Here, modeling combining classical molecular dynamics, material science and device physics, described the interaction of biopolymers, e.g., DNA, with silicon nitrate and silicon oxide pores, furnished accurate dynamic images of pore translocation processes, and predicted signals. The third case study involves the development of nanoscale lipid bilayers for the study of embedded membrane proteins and cholesterol. Molecular modeling tested scaffold proteins, redesigned apolipoproteins found in mammalian plasma that hold the discoidal membranes in the proper shape, and predicted the assembly as well as final structure of the nanodiscs. In entirely new technological areas such as bionanotechnology, qualitative concepts, pictures and suggestions are sorely needed; these three case studies document that molecular modeling can serve a critical role in this respect, even though it may still fall short on quantitative precision.

}, keywords = {Biosensing Techniques, Chemical Engineering, DNA, Lipid Bilayers, Membrane Potentials, Models, Molecular, Nanotechnology, Nanotubes, Carbon, Sequence Analysis, Silicon}, issn = {1478-3975}, doi = {10.1088/1478-3975/3/1/S05}, author = {Lu, Deyu and Aleksei Aksimentiev and Amy Y Shih and Eduardo Cruz-Ch{\'u} and Freddolino, Peter L and Arkhipov, Anton and Klaus Schulten} } @article {68, title = {The electromechanics of DNA in a synthetic nanopore}, journal = {Biophys J}, volume = {90}, year = {2006}, month = {2006 Feb 1}, pages = {1098-106}, abstract = {

We have explored the electromechanical properties of DNA on a nanometer-length scale using an electric field to force single molecules through synthetic nanopores in ultrathin silicon nitride membranes. At low electric fields, E < 200 mV/10 nm, we observed that single-stranded DNA can permeate pores with a diameter >/=1.0 nm, whereas double-stranded DNA only permeates pores with a diameter >/=3 nm. For pores <3.0 nm diameter, we find a threshold for permeation of double-stranded DNA that depends on the electric field and pH. For a 2 nm diameter pore, the electric field threshold is approximately 3.1 V/10 nm at pH = 8.5; the threshold decreases as pH becomes more acidic or the diameter increases. Molecular dynamics indicates that the field threshold originates from a stretching transition in DNA that occurs under the force gradient in a nanopore. Lowering pH destabilizes the double helix, facilitating DNA translocation at lower fields.

}, keywords = {Biophysics, Computer Simulation, DNA, Electrochemistry, Electromagnetic Fields, Electrophoresis, Electrophoresis, Agar Gel, Hydrogen-Ion Concentration, Ions, Membrane Potentials, Microscopy, Electron, Transmission, Models, Molecular, Nanostructures, Nanotechnology, Nucleic Acid Conformation, Polymerase Chain Reaction, Porosity, Silicon Compounds, Time Factors}, issn = {0006-3495}, doi = {10.1529/biophysj.105.070672}, author = {Jiunn B Heng and Aleksei Aksimentiev and Ho, C and Patrick Marks and Yelena V Grinkova and S Sligar and Klaus Schulten and Gregory Timp} } @article {191, title = {Simulation of the electric response of DNA translocation through a semiconductor nanopore-capacitor}, journal = {Nanotechnology}, volume = {17}, year = {2006}, pages = {622{\textendash}633}, abstract = {

A multi-scale/multi-material computational model for simulation of the electric signal detected on the electrodes of a metal{\textendash}oxide{\textendash}semiconductor (MOS) capacitor forming a nanoscale artificial membrane, and containing a nanopore with translocating DNA, is presented. The multi-scale approach is based on the incorporation of a molecular dynamics description of a translocating DNA molecule in the nanopore within a three-dimensional Poisson equation self-consistent scheme involving electrolytic and semiconductor charges for the electrostatic potential calculation. The voltage signal obtained from the simulation supports the possibility for single nucleotide resolution with a nanopore device. The electric signal predicted on the capacitor electrodes complements ongoing experiments exploring the use of nanopores in a MOS capacitor membrane for DNA sequencing.

}, doi = {10.1088/0957-4484/17/3/002}, author = {Maria E. Gracheva and A. Xiong and Aleksei Aksimentiev and Klaus Schulten and Gregory Timp and Jean-Pierre Leburton} } @article {69, title = {Stretching DNA using the electric field in a synthetic nanopore}, journal = {Nano Lett}, volume = {5}, year = {2005}, month = {2005 Oct}, pages = {1883-8}, abstract = {

The mechanical properties of DNA over segments comparable to the size of a protein-binding site (3-10 nm) are examined using an electric-field-induced translocation of single molecules through a nanometer diameter pore. DNA, immersed in an electrolyte, is forced through synthetic pores ranging from 0.5 to 1.5 nm in radius in a 10 nm thick Si(3)N(4) membrane using an electric field. To account for the stretching and bending, we use molecular dynamics to simulate the translocation. We have found a threshold for translocation that depends on both the dimensions of the pore and the applied transmembrane bias. The voltage threshold coincides with the stretching transition that occurs in double-stranded DNA near 60 pN.

}, keywords = {DNA, Nanotechnology, Static Electricity, Stress, Mechanical}, issn = {1530-6984}, doi = {10.1021/nl0510816}, author = {Jiunn B Heng and Aleksei Aksimentiev and Chuen Ho and Patrick Marks and Yelena V Grinkova and S Sligar and Klaus Schulten and Gregory Timp} } @article {72, title = {Imaging alpha-hemolysin with molecular dynamics: ionic conductance, osmotic permeability, and the electrostatic potential map}, journal = {Biophys J}, volume = {88}, year = {2005}, month = {2005 Jun}, pages = {3745-61}, abstract = {

alpha-Hemolysin of Staphylococcus aureus is a self-assembling toxin that forms a water-filled transmembrane channel upon oligomerization in a lipid membrane. Apart from being one of the best-studied toxins of bacterial origin, alpha-hemolysin is the principal component in several biotechnological applications, including systems for controlled delivery of small solutes across lipid membranes, stochastic sensors for small solutes, and an alternative to conventional technology for DNA sequencing. Through large-scale molecular dynamics simulations, we studied the permeability of the alpha-hemolysin/lipid bilayer complex for water and ions. The studied system, composed of approximately 300,000 atoms, included one copy of the protein, a patch of a DPPC lipid bilayer, and a 1 M water solution of KCl. Monitoring the fluctuations of the pore structure revealed an asymmetric, on average, cross section of the alpha-hemolysin stem. Applying external electrostatic fields produced a transmembrane ionic current; repeating simulations at several voltage biases yielded a current/voltage curve of alpha-hemolysin and a set of electrostatic potential maps. The selectivity of alpha-hemolysin to Cl(-) was found to depend on the direction and the magnitude of the applied voltage bias. The results of our simulations are in excellent quantitative agreement with available experimental data. Analyzing trajectories of all water molecule, we computed the alpha-hemolysin{\textquoteright}s osmotic permeability for water as well as its electroosmotic effect, and characterized the permeability of its seven side channels. The side channels were found to connect seven His-144 residues surrounding the stem of the protein to the bulk solution; the protonation of these residues was observed to affect the ion conductance, suggesting the seven His-144 to comprise the pH sensor that gates conductance of the alpha-hemolysin channel.

}, keywords = {Bacterial Toxins, Biophysical Phenomena, Biophysics, Computer Simulation, Electric Conductivity, Hemolysin Proteins, Hydrogen-Ion Concentration, Ion Channels, Lipid Bilayers, Models, Biological, Models, Molecular, Osmosis, Permeability, Static Electricity, Thermodynamics, Water}, issn = {0006-3495}, doi = {10.1529/biophysj.104.058727}, author = {Aleksei Aksimentiev and Klaus Schulten} } @article {70, title = {Orientation discrimination of single-stranded DNA inside the alpha-hemolysin membrane channel}, journal = {Proc Natl Acad Sci U S A}, volume = {102}, year = {2005}, month = {2005 Aug 30}, pages = {12377-82}, abstract = {

We characterize the voltage-driven motion and the free motion of single-stranded DNA (ssDNA) molecules captured inside the approximately 1.5-nm alpha-hemolysin pore, and show that the DNA-channel interactions depend strongly on the orientation of the ssDNA molecules with respect to the pore. Remarkably, the voltage-free diffusion of the 3{\textquoteright}-threaded DNA (in the trans to cis direction) is two times slower than the corresponding 5{\textquoteright}-threaded DNA having the same poly(dA) sequence. Moreover, the ion currents flowing through the blocked pore with either a 3{\textquoteright}-threaded DNA or 5{\textquoteright} DNA differ by approximately 30\%. All-atom molecular dynamics simulations of our system reveal a microscopic mechanism for the asymmetric behavior. In a confining pore, the ssDNA straightens and its bases tilt toward the 5{\textquoteright} end, assuming an asymmetric conformation. As a result, the bases of a 5{\textquoteright}-threaded DNA experience larger effective friction and forced reorientation that favors co-passing of ions. Our results imply that the translocation process through a narrow pore is more complicated than previously believed and involves base tilting and stretching of ssDNA molecules inside the confining pore.

}, keywords = {Bacterial Toxins, Base Sequence, Biophysical Phenomena, Biophysics, DNA, Single-Stranded, Hemolysin Proteins, Ion Channels, Models, Molecular, Motion, Nucleic Acid Conformation, Poly A, Thermodynamics}, issn = {0027-8424}, doi = {10.1073/pnas.0502947102}, author = {Math{\'e}, J{\'e}r{\^o}me and Aleksei Aksimentiev and Nelson, David R and Klaus Schulten and Meller, Amit} } @article {71, title = {Molecular dynamics simulations of proteins in lipid bilayers}, journal = {Curr Opin Struct Biol}, volume = {15}, year = {2005}, month = {2005 Aug}, pages = {423-31}, abstract = {

With recent advances in X-ray crystallography of membrane proteins promising many new high-resolution structures, molecular dynamics simulations will become increasingly valuable for understanding membrane protein function, as they can reveal the dynamic behavior concealed in the static structures. Dramatic increases in computational power, in synergy with more efficient computational methodologies, now allow us to carry out molecular dynamics simulations of any structurally known membrane protein in its native environment, covering timescales of up to 0.1 micros. At the frontiers of membrane protein simulations are ion channels, aquaporins, passive and active transporters, and bioenergetic proteins.

}, keywords = {Computer Simulation, Ion Channels, Lipid Bilayers, Membrane Proteins, Models, Molecular, Protein Conformation}, issn = {0959-440X}, doi = {10.1016/j.sbi.2005.07.007}, author = {Gumbart, James and Wang, Yi and Aleksei Aksimentiev and Tajkhorshid, Emad and Klaus Schulten} } @article {59, title = {Beyond the Gene Chip}, journal = {Bell Labs Tech J}, volume = {10}, year = {2005}, month = {2005}, pages = {5-22}, abstract = {

We describe a prospective strategy for reading the encyclopedic information encoded in the genome: using a nanopore in a membrane formed from an MOS-capacitor to sense the charge in DNA. In principle, as DNA permeates the capacitor-membrane through the pore, the electrostatic charge distribution characteristic of the molecule should polarize the capacitor and induce a voltage on the electrodes that can be measured. Silicon nanofabrication and molecular dynamic simulations with atomic detail are technological linchpins in the development of this detector. The sub-nanometer precision available through silicon nanotechnology facilitates the fabrication of the detector, and molecular dynamics provides us with a means to design it and analyze the experimental outcomes.

}, issn = {1089-7089}, doi = {10.1002/bltj.20102}, author = {Jiunn B Heng and Aleksei Aksimentiev and Ho, C and Valentin Dimitrov and Sorsch, T and Miner, J and Mansfield, W and Klaus Schulten and Gregory Timp} } @inbook {189, title = {Toward understanding membrane channels}, booktitle = { Bacterial ion channels and their eukaryotic homologues}, year = {2005}, pages = {153{\textendash}190}, publisher = {ASM Press}, organization = {ASM Press}, address = {Washington, DC}, abstract = {

Membrane channels play key roles in all living cells. Owing to recent advances in protein crystallography, atomic-resolution structures for a representative set of membrane channels have become available. Transport of materials through these channels, however, is a dynamic process and cannot be fully understood from static structural information alone. Molecular dynamics simulations are in a unique position to describe the dynamics of channel transport in the cases in which the structures of channel proteins are known. However, simulation of channel permeability and gating in the native environment of lipid bilayer and water involves large systems with 100,000 - 300,000 atoms.

This review article focuses on four case studies that demonstrate the power of molecular dynamics simulations in unraveling the mechanisms underlying the function of membrane channels. Simulations of AQP water channels present a prime example of the effectiveness and usefulness of molecular dynamics in simulating conduction and explaining selectivity. A detailed energetic analysis of ion permeation through chloride channels proposes a two- ion permeation mechanism that reconciles naturally structural and physiological data. The study of ion and water permeation through hemolysin exemplifies how accurately one can simulate today even very large membrane channel systems. Finally, the study of mechanical gating of MscS shows that molecular dynamics can account even for complex gating motions of channels.

}, author = {Tajkhorshid, Emad and Cohen, Jordi and Aleksei Aksimentiev and Marcos Sotomayor and Klaus Schulten}, editor = {Boris Martinac and Andrzej Kubalski} } @article {73, title = {Microscopic Kinetics of DNA Translocation through synthetic nanopores}, journal = {Biophys J}, volume = {87}, year = {2004}, month = {2004 Sep}, pages = {2086-97}, abstract = {

We have previously demonstrated that a nanometer-diameter pore in a nanometer-thick metal-oxide-semiconductor-compatible membrane can be used as a molecular sensor for detecting DNA. The prospects for using this type of device for sequencing DNA are avidly being pursued. The key attribute of the sensor is the electric field-induced (voltage-driven) translocation of the DNA molecule in an electrolytic solution across the membrane through the nanopore. To complement ongoing experimental studies developing such pores and measuring signals in response to the presence of DNA, we conducted molecular dynamics simulations of DNA translocation through the nanopore. A typical simulated system included a patch of a silicon nitride membrane dividing water solution of potassium chloride into two compartments connected by the nanopore. External electrical fields induced capturing of the DNA molecules by the pore from the solution and subsequent translocation. Molecular dynamics simulations suggest that 20-basepair segments of double-stranded DNA can transit a nanopore of 2.2 x 2.6 nm(2) cross section in a few microseconds at typical electrical fields. Hydrophobic interactions between DNA bases and the pore surface can slow down translocation of single-stranded DNA and might favor unzipping of double-stranded DNA inside the pore. DNA occluding the pore mouth blocks the electrolytic current through the pore; these current blockades were found to have the same magnitude as the blockade observed when DNA transits the pore. The feasibility of using molecular dynamics simulations to relate the level of the blocked ionic current to the sequence of DNA was investigated.

}, keywords = {Biological Transport, Biophysics, DNA, Electrophoresis, Electrophysiology, Hemolysin Proteins, Ions, Kinetics, Metals, Models, Molecular, Models, Statistical, Nanotechnology, Nucleic Acid Conformation, Oxides, Semiconductors, Stress, Mechanical, Time Factors}, issn = {0006-3495}, doi = {10.1529/biophysj.104.042960}, author = {Aleksei Aksimentiev and Jiunn B Heng and Gregory Timp and Klaus Schulten} } @article {74, title = {Sizing DNA using a nanometer-diameter pore}, journal = {Biophys J}, volume = {87}, year = {2004}, month = {2004 Oct}, pages = {2905-11}, abstract = {

Each species from bacteria to human has a distinct genetic fingerprint. Therefore, a mechanism that detects a single molecule of DNA represents the ultimate analytical tool. As a first step in the development of such a tool, we have explored using a nanometer-diameter pore, sputtered in a nanometer-thick inorganic membrane with a tightly focused electron beam, as a transducer that detects single molecules of DNA and produces an electrical signature of the structure. When an electric field is applied across the membrane, a DNA molecule immersed in electrolyte is attracted to the pore, blocks the current through it, and eventually translocates across the membrane as verified unequivocally by gel electrophoresis. The relationship between DNA translocation and blocking current has been established through molecular dynamics simulations. By measuring the duration and magnitude of the blocking current transient, we can discriminate single-stranded from double-stranded DNA and resolve the length of the polymer.

}, keywords = {DNA, Electrochemistry, Nanotechnology, Particle Size, Porosity, Reproducibility of Results, Sensitivity and Specificity, Ultrafiltration}, issn = {0006-3495}, doi = {10.1529/biophysj.104.041814}, author = {Jiunn B Heng and Chuen Ho and Kim, Taekyung and Timp, Rolf and Aleksei Aksimentiev and Yelena V Grinkova and S Sligar and Klaus Schulten and Gregory Timp} } @article {75, title = {Extending molecular modeling methodology to study insertion of membrane nanopores}, journal = {Proc Natl Acad Sci U S A}, volume = {101}, year = {2004}, month = {2004 Mar 30}, pages = {4337-8}, keywords = {Biosensing Techniques, Computer Simulation, DNA, Lipid Bilayers, Membrane Proteins, Models, Molecular, Protein Conformation}, issn = {0027-8424}, doi = {10.1073/pnas.0400739101}, author = {Aleksei Aksimentiev and Klaus Schulten} } @article {76, title = {Insights into the molecular mechanism of rotation in the Fo sector of ATP synthase}, journal = {Biophys J}, volume = {86}, year = {2004}, month = {2004 Mar}, pages = {1332-44}, abstract = {

F(1)F(o)-ATP synthase is a ubiquitous membrane protein complex that efficiently converts a cell{\textquoteright}s transmembrane proton gradient into chemical energy stored as ATP. The protein is made of two molecular motors, F(o) and F(1), which are coupled by a central stalk. The membrane unit, F(o), converts the transmembrane electrochemical potential into mechanical rotation of a rotor in F(o) and the physically connected central stalk. Based on available data of individual components, we have built an all-atom model of F(o) and investigated through molecular dynamics simulations and mathematical modeling the mechanism of torque generation in F(o). The mechanism that emerged generates the torque at the interface of the a- and c-subunits of F(o) through side groups aSer-206, aArg-210, and aAsn-214 of the a-subunit and side groups cAsp-61 of the c-subunits. The mechanism couples protonation/deprotonation of two cAsp-61 side groups, juxtaposed to the a-subunit at any moment in time, to rotations of individual c-subunit helices as well as rotation of the entire c-subunit. The aArg-210 side group orients the cAsp-61 side groups and, thereby, establishes proton transfer via aSer-206 and aAsn-214 to proton half-channels, while preventing direct proton transfer between the half-channels. A mathematical model proves the feasibility of torque generation by the stated mechanism against loads typical during ATP synthesis; the essential model characteristics, e.g., helix and subunit rotation and associated friction constants, have been tested and furnished by steered molecular dynamics simulations.

}, keywords = {Binding Sites, Cell Membrane, Computer Simulation, Dimerization, Models, Chemical, Models, Molecular, Models, Statistical, Molecular Motor Proteins, Protein Binding, Protein Conformation, Protein Subunits, Proton-Translocating ATPases, Rotation, Stochastic Processes}, issn = {0006-3495}, doi = {10.1016/S0006-3495(04)74205-8}, author = {Aleksei Aksimentiev and Ilya A Balabin and Fillingame, Robert H and Klaus Schulten} } @article {77, title = {Large scale simulation of protein mechanics and function}, journal = {Adv Protein Chem}, volume = {66}, year = {2003}, month = {2003}, pages = {195-247}, keywords = {Amino Acid Motifs, Aquaporins, Catalysis, Cell Membrane, Computer Simulation, Fibronectins, Hydrogen Bonding, Models, Molecular, Protein Conformation, Protein Denaturation, Protein Folding, Protein Structure, Secondary, Proteins, Proton-Translocating ATPases, Substrate Specificity, Time Factors, Water}, issn = {0065-3233}, author = {Tajkhorshid, Emad and Aleksei Aksimentiev and Ilya A Balabin and Gao, Mu and Isralewitz, Barry and Phillips, James C and Zhu, Fangqiang and Klaus Schulten} }