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1.
J Am Chem Soc ; 145(51): 27916-27921, 2023 12 27.
Article in English | MEDLINE | ID: mdl-38096567

ABSTRACT

The ability to accurately map the 3D geometry of single-molecule complexes in trace samples is a challenging goal that would lead to new insights into molecular mechanics and provide an approach for single-molecule structural proteomics. To enable this, we have developed a high-resolution force spectroscopy method capable of measuring multiple distances between labeled sites in natively folded protein complexes. Our approach combines reconfigurable nanoscale devices, we call DNA nanoswitch calipers, with a force-based barcoding system to distinguish each measurement location. We demonstrate our approach by reconstructing the tetrahedral geometry of biotin-binding sites in natively folded streptavidin, with 1.5-2.5 Å agreement with previously reported structures.


Subject(s)
Biotin , Nanotechnology , Streptavidin/chemistry , Biotin/chemistry , Nanotechnology/methods , Binding Sites , DNA
2.
medRxiv ; 2023 Jun 04.
Article in English | MEDLINE | ID: mdl-37398235

ABSTRACT

The emergence of a highly contagious novel coronavirus in 2019 led to an unprecedented need for large scale diagnostic testing. The associated challenges including reagent shortages, cost, deployment delays, and turnaround time have all highlighted the need for an alternative suite of low-cost tests. Here, we demonstrate a diagnostic test for SARS-CoV-2 RNA that provides direct detection of viral RNA and eliminates the need for costly enzymes. We employ DNA nanoswitches that respond to segments of the viral RNA by a change in shape that is readable by gel electrophoresis. A new multi-targeting approach samples 120 different viral regions to improve the limit of detection and provide robust detection of viral variants. We apply our approach to a cohort of clinical samples, positively identifying a subset of samples with high viral loads. Since our method directly detects multiple regions of viral RNA without amplification, it eliminates the risk of amplicon contamination and renders the method less susceptible to false positives. This new tool can benefit the COVID-19 pandemic and future emerging outbreaks, providing a third option between amplification-based RNA detection and protein antigen detection. Ultimately, we believe this tool can be adapted both for low-resource onsite testing as well as for monitoring viral loads in recovering patients.

3.
bioRxiv ; 2023 Jul 11.
Article in English | MEDLINE | ID: mdl-37502860

ABSTRACT

The ability to accurately map the 3D geometry of single-molecule complexes in trace samples would lead to new insights into molecular mechanics and provide an approach for single-molecule structural proteomics. To enable this, we have developed a high-resolution force-spectroscopy method capable of measuring multiple distances between labeled sites in natively folded protein complexes. Our approach combines reconfigurable nanoscale devices we call DNA Nanoswitch Calipers, which we have previously introduced, with a force-based barcoding system to distinguish each measurement location. We demonstrate our approach by reconstructing the tetrahedral geometry of biotin-binding sites in natively folded streptavidin, with 1.5-2.5 Å agreement to previously reported structures.

4.
J Am Chem Soc ; 145(6): 3276-3282, 2023 02 15.
Article in English | MEDLINE | ID: mdl-36716175

ABSTRACT

For many classes of biomolecules, population-level heterogeneity is an essential aspect of biological function─from antibodies produced by the immune system to post-translationally modified proteins that regulate cellular processes. However, heterogeneity is difficult to fully characterize for multiple reasons: (i) single-molecule approaches are needed to avoid information lost by ensemble-level averaging, (ii) sufficient statistics must be gathered on both a per-molecule and per-population level, and (iii) a suitable analysis framework is required to make sense of a potentially limited number of intrinsically noisy measurements. Here, we introduce an approach that overcomes these difficulties by combining three techniques: a DNA nanoswitch construct to repeatedly interrogate the same molecule, a benchtop centrifuge force microscope (CFM) to obtain thousands of statistics in a highly parallel manner, and a Bayesian nonparametric (BNP) inference method to resolve separate subpopulations with distinct kinetics. We apply this approach to characterize commercially available antibodies and find that polyclonal antibody from rabbit serum is well-modeled by a mixture of three subpopulations. Our results show how combining a spatially and temporally multiplexed nanoswitch-CFM assay with BNP analysis can help resolve complex biomolecular interactions in heterogeneous samples.


Subject(s)
Antibodies , Nanotechnology , Animals , Humans , Rabbits , Bayes Theorem , Microscopy, Atomic Force/methods , Kinetics , Centrifugation/methods
5.
Blood ; 140(23): 2490-2499, 2022 12 08.
Article in English | MEDLINE | ID: mdl-36040485

ABSTRACT

von Willebrand factor (VWF) is a multimeric blood protein that acts as a mechanical probe, responding to changes in flow to initiate platelet plug formation. Previously, our laboratory tests had shown that using single-molecule imaging that shear stress can extend surface-tethered VWF, but paradoxically, we found that the required shear stress was higher than reported for free-in-flow VWF, an observation inconsistent with basic physical principles. To resolve this inconsistency critical to VWF's molecular mechanism, we measured free-VWF extension in shear flow using pulsed laser stroboscopic imaging of single molecules. Here, laser pulses of different durations are used to capture multiple images of the same molecule within each frame, enabling accurate length measurements in the presence of motion blur. At high shear stresses, we observed a mean shift in VWF extension of <200 nm, much shorter than the multiple-micron extensions previously reported with no evidence for the predicted sharp globule-stretch conformational transition. Modeling VWF with a Brownian dynamics simulation, our results were consistent with VWF behaving as an uncollapsed polymer rather than the theorized compact ball. The muted response of free VWF to high shear rates implies that the tension experienced by free VWF in physiological shear flow is lower than indicated by previous reports and that tethering to platelets or the vessel wall is required to mechanically activate VWF adhesive function for primary hemostasis.


Subject(s)
Single Molecule Imaging , von Willebrand Factor
6.
Nat Nanotechnol ; 16(12): 1362-1370, 2021 12.
Article in English | MEDLINE | ID: mdl-34675411

ABSTRACT

Decoding the identity of biomolecules from trace samples is a longstanding goal in the field of biotechnology. Advances in DNA analysis have substantially affected clinical practice and basic research, but corresponding developments for proteins face challenges due to their relative complexity and our inability to amplify them. Despite progress in methods such as mass spectrometry and mass cytometry, single-molecule protein identification remains a highly challenging objective. Towards this end, we combine DNA nanotechnology with single-molecule force spectroscopy to create a mechanically reconfigurable DNA nanoswitch caliper capable of measuring multiple coordinates on single biomolecules with atomic resolution. Using optical tweezers, we demonstrate absolute distance measurements with ångström-level precision for both DNA and peptides, and using multiplexed magnetic tweezers, we demonstrate quantification of relative abundance in mixed samples. Measuring distances between DNA-labelled residues, we perform single-molecule fingerprinting of synthetic and natural peptides, and show discrimination, within a heterogeneous population, between different posttranslational modifications. DNA nanoswitch calipers are a powerful and accessible tool for characterizing distances within nanoscale complexes that will enable new applications in fields such as single-molecule proteomics.


Subject(s)
DNA/chemistry , Nanotechnology , Single Molecule Imaging , Amino Acid Sequence , Calibration , Peptides/chemistry , Protein Processing, Post-Translational , Reproducibility of Results , Spectrum Analysis
7.
Nat Commun ; 12(1): 849, 2021 02 08.
Article in English | MEDLINE | ID: mdl-33558532

ABSTRACT

The conversion of auditory and vestibular stimuli into electrical signals is initiated by force transmitted to a mechanotransduction channel through the tip link, a double stranded protein filament held together by two adhesion bonds in the middle. Although thought to form a relatively static structure, the dynamics of the tip-link connection has not been measured. Here, we biophysically characterize the strength of the tip-link connection at single-molecule resolution. We show that a single tip-link bond is more mechanically stable relative to classic cadherins, and our data indicate that the double stranded tip-link connection is stabilized by single strand rebinding facilitated by strong cis-dimerization domains. The measured lifetime of seconds suggests the tip-link is far more dynamic than previously thought. We also show how Ca2+ alters tip-link lifetime through elastic modulation and reveal the mechanical phenotype of a hereditary deafness mutation. Together, these data show how the tip link is likely to function during mechanical stimuli.


Subject(s)
Hair Cells, Auditory/physiology , Proteins/metabolism , Single Molecule Imaging , Animals , Biomechanical Phenomena , Calcium/metabolism , Deafness/genetics , Dimerization , Elasticity , Extracellular Space/metabolism , Mice , Mutation/genetics , Phenotype
8.
Nano Lett ; 21(1): 469-475, 2021 01 13.
Article in English | MEDLINE | ID: mdl-33395311

ABSTRACT

Molecular biomarkers play a key role in the clinic, aiding in diagnostics and prognostics, and in the research laboratory, contributing to our basic understanding of diseases. Detecting multiple and diverse molecular biomarkers within a single accessible assay would have great utility, providing a more comprehensive picture for clinical evaluation and research, but is a challenge with standard methods. Here, we report programmable DNA nanoswitches for multiplexed detection of up to 6 biomarkers at once with each combination of biomarkers producing a unique barcode signature among 64 possibilities. As a defining feature of our method, we show "mixed multiplexing" for simultaneous barcoded detection of different types of biomolecules, for example, DNA, RNA, antibody, and protein in a single assay. To demonstrate clinical potential, we show multiplexed detection of a prostate cancer biomarker panel in serum that includes two microRNA sequences and prostate specific antigen.


Subject(s)
DNA , MicroRNAs , Biomarkers, Tumor/genetics , DNA/genetics , MicroRNAs/genetics
9.
Lab Chip ; 20(10): 1780-1791, 2020 05 19.
Article in English | MEDLINE | ID: mdl-32301470

ABSTRACT

Single-molecule force spectroscopy has brought many new insights into nanoscale biology, from the functioning of molecular motors to the mechanical response of soft materials within the cell. To expand the single-molecule toolbox, we have developed a surface-free force spectroscopy assay based on a high-speed hydrodynamic trap capable of applying extremely high tensions for long periods of time. High-speed single-molecule trapping is enabled by a rigid and gas-impermeable microfluidic chip, rapidly and inexpensively fabricated out of glass, double-sided tape and UV-curable adhesive. Our approach does not require difficult covalent attachment chemistries, and enables simultaneous force application and single-molecule fluorescence. Using this approach, we have induced a highly extended state with twice the contour length of B-DNA in regions of partially intercalated double-stranded (dsDNA) by applying forces up to 250 pN. This highly extended state resembles the hyperstretched state of dsDNA, which was initially discovered as a structure fully intercalated by dyes under high tension. It has been hypothesized that hyperstretched DNA could also be induced without the aid of intercalators if high-enough forces were applied, which matches our observation. Combining force application with single-molecule fluorescence imaging is critical for distinguishing hyperstretched DNA from single-stranded DNA that can result from peeling. High-speed hydrodynamic trapping is a powerful yet accessible force spectroscopy method that enables the mechanics of biomolecules to be probed in previously difficult to access regimes.


Subject(s)
DNA , Hydrodynamics , DNA, Single-Stranded , Nanotechnology , Nucleic Acid Conformation
10.
Nat Commun ; 11(1): 1625, 2020 04 02.
Article in English | MEDLINE | ID: mdl-32242017

ABSTRACT

Aggregate-like biomolecular assemblies are emerging as new conformational states with functionality. Aire, a transcription factor essential for central T cell tolerance, forms large aggregate-like assemblies visualized as nuclear foci. Here we demonstrate that Aire utilizes its caspase activation recruitment domain (CARD) to form filamentous homo-multimers in vitro, and this assembly mediates foci formation and transcriptional activity. However, CARD-mediated multimerization also makes Aire susceptible to interaction with promyelocytic leukemia protein (PML) bodies, sites of many nuclear processes including protein quality control of nuclear aggregates. Several loss-of-function Aire mutants, including those causing autoimmune polyendocrine syndrome type-1, form foci with increased PML body association. Directing Aire to PML bodies impairs the transcriptional activity of Aire, while dispersing PML bodies with a viral antagonist restores this activity. Our study thus reveals a new regulatory role of PML bodies in Aire function, and highlights the interplay between nuclear aggregate-like assemblies and PML-mediated protein quality control.


Subject(s)
Polyendocrinopathies, Autoimmune/immunology , T-Lymphocytes/immunology , Transcription Factors/chemistry , Transcription Factors/genetics , Animals , Cell Nucleus/genetics , Cell Nucleus/immunology , Gene Expression Regulation , Humans , Immune Tolerance , Intranuclear Inclusion Bodies/genetics , Intranuclear Inclusion Bodies/immunology , Mice , Polyendocrinopathies, Autoimmune/genetics , Promyelocytic Leukemia Protein/genetics , Promyelocytic Leukemia Protein/immunology , Protein Domains , Transcription Factors/immunology , Transcription, Genetic , AIRE Protein
11.
Methods Mol Biol ; 1665: 353-366, 2018.
Article in English | MEDLINE | ID: mdl-28940079

ABSTRACT

We present high-throughput single-molecule manipulation using a benchtop centrifuge, overcoming limitations common in other single-molecule approaches such as high cost, low throughput, technical difficulty, and strict infrastructure requirements. An inexpensive and compact Centrifuge Force Microscope (CFM) adapted to a commercial centrifuge enables use by nonspecialists, and integration with DNA nanoswitches facilitates both reliable measurements and repeated molecular interrogation. Here, we provide detailed protocols for constructing the CFM, creating DNA nanoswitch samples, and carrying out single-molecule force measurements.


Subject(s)
DNA/chemistry , Nanotechnology/methods , Microscopy, Atomic Force , Nanostructures/chemistry
12.
Proc Natl Acad Sci U S A ; 114(39): 10367-10372, 2017 09 26.
Article in English | MEDLINE | ID: mdl-28893984

ABSTRACT

Protein detection and quantification play critical roles in both basic research and clinical practice. Current detection platforms range from the widely used ELISA to more sophisticated, and more expensive, approaches such as digital ELISA. Despite advances, there remains a need for a method that combines the simplicity and cost-effectiveness of ELISA with the sensitivity and speed of modern approaches in a format suitable for both laboratory and rapid, point-of-care applications. Building on recent developments in DNA structural nanotechnology, we introduce the nanoswitch-linked immunosorbent assay (NLISA), a detection platform based on easily constructed DNA nanodevices that change conformation upon binding to a target protein with the results read out by gel electrophoresis. NLISA is surface-free and includes a kinetic-proofreading step for purification, enabling both enhanced sensitivity and reduced cross-reactivity. We demonstrate femtomolar-level detection of prostate-specific antigen in biological fluids, as well as reduced cross-reactivity between different serotypes of dengue and also between a single-mutation and wild-type protein. NLISA is less expensive, uses less sample volume, is more rapid, and, with no washes, includes fewer hands-on steps than ELISA, while also achieving superior sensitivity. Our approach also has the potential to enable rapid point-of-care assays, as we demonstrate by performing NLISA with an iPad/iPhone camera for imaging.


Subject(s)
Immunosorbent Techniques , Nanotechnology/methods , Prostate-Specific Antigen/analysis , Proto-Oncogene Proteins B-raf/analysis , Streptavidin/analysis , Viral Nonstructural Proteins/analysis , Biological Assay/methods , DNA/chemistry , Dengue Virus/chemistry , Dengue Virus/genetics , Enzyme-Linked Immunosorbent Assay/methods , Humans , Point-of-Care Systems
13.
Nat Commun ; 8(1): 324, 2017 08 23.
Article in English | MEDLINE | ID: mdl-28831047

ABSTRACT

Von Willebrand factor, an ultralarge concatemeric blood protein, must bind to platelet GPIbα during bleeding to mediate hemostasis, but not in the normal circulation to avoid thrombosis. Von Willebrand factor is proposed to be mechanically activated by flow, but the mechanism remains unclear. Using microfluidics with single-molecule imaging, we simultaneously monitored reversible Von Willebrand factor extension and binding to GPIbα under flow. We show that Von Willebrand factor is activated through a two-step conformational transition: first, elongation from compact to linear form, and subsequently, a tension-dependent local transition to a state with high affinity for GPIbα. High-affinity sites develop only in upstream regions of VWF where tension exceeds ~21 pN and depend upon electrostatic interactions. Re-compaction of Von Willebrand factor is accelerated by intramolecular interactions and increases GPIbα dissociation rate. This mechanism enables VWF to be locally activated by hydrodynamic force in hemorrhage and rapidly deactivated downstream, providing a paradigm for hierarchical mechano-regulation of receptor-ligand binding.Von Willebrand factor (VWF) is a blood protein involved in clotting and is proposed to be activated by flow, but the mechanism is unknown. Here the authors show that VWF is first converted from a compact to linear form by flow, and is subsequently activated to bind GPIbα in a tension-dependent manner.


Subject(s)
Hemorrhage/metabolism , Hemostasis , Platelet Glycoprotein GPIb-IX Complex/metabolism , von Willebrand Factor/metabolism , Algorithms , Humans , Hydrodynamics , Kinetics , Microfluidics , Models, Molecular , Platelet Glycoprotein GPIb-IX Complex/chemistry , Protein Binding , Protein Conformation , von Willebrand Factor/chemistry
14.
Dev Cell ; 37(5): 397-8, 2016 06 06.
Article in English | MEDLINE | ID: mdl-27270039

ABSTRACT

Mechanical forces play key roles in regulating cellular pathways but are challenging to study using standard biological approaches. In a recent issue of Cell, Seo et al. (2016) present a platform for in vivo single-molecule manipulation, using magnetoplasmonic nanoparticles capable of imaging, localizing, and force-loading receptor proteins at high spatiotemporal resolution.


Subject(s)
Cells/metabolism , Nanoparticles/chemistry , Signal Transduction , Humans , Models, Biological
15.
Nat Commun ; 7: 11026, 2016 Mar 17.
Article in English | MEDLINE | ID: mdl-26984516

ABSTRACT

We present a miniature centrifuge force microscope (CFM) that repurposes a benchtop centrifuge for high-throughput single-molecule experiments with high-resolution particle tracking, a large force range, temperature control and simple push-button operation. Incorporating DNA nanoswitches to enable repeated interrogation by force of single molecular pairs, we demonstrate increased throughput, reliability and the ability to characterize population heterogeneity. We perform spatiotemporally multiplexed experiments to collect 1,863 bond rupture statistics from 538 traceable molecular pairs in a single experiment, and show that 2 populations of DNA zippers can be distinguished using per-molecule statistics to reduce noise.


Subject(s)
Centrifugation/instrumentation , Microscopy, Atomic Force/methods , Spectrum Analysis , DNA/chemistry , Nucleic Acid Conformation , Temperature
16.
Nucleic Acids Res ; 43(21): 10251-63, 2015 Dec 02.
Article in English | MEDLINE | ID: mdl-26384422

ABSTRACT

RecA protein is the prototypical recombinase. Members of the recombinase family can accurately repair double strand breaks in DNA. They also provide crucial links between pairs of sister chromatids in eukaryotic meiosis. A very broad outline of how these proteins align homologous sequences and promote DNA strand exchange has long been known, as are the crystal structures of the RecA-DNA pre- and postsynaptic complexes; however, little is known about the homology searching conformations and the details of how DNA in bacterial genomes is rapidly searched until homologous alignment is achieved. By integrating a physical model of recognition to new modeling work based on docking exploration and molecular dynamics simulation, we present a detailed structure/function model of homology recognition that reconciles extremely quick searching with the efficient and stringent formation of stable strand exchange products and which is consistent with a vast body of previously unexplained experimental results.


Subject(s)
DNA, B-Form/chemistry , DNA, Single-Stranded/chemistry , Homologous Recombination , Rec A Recombinases/chemistry , Base Pairing , DNA, B-Form/metabolism , DNA, Single-Stranded/metabolism , Molecular Dynamics Simulation , Protein Binding , Rec A Recombinases/metabolism
17.
Nucleic Acids Res ; 43(13): 6473-85, 2015 Jul 27.
Article in English | MEDLINE | ID: mdl-26089391

ABSTRACT

RecA family proteins are responsible for homology search and strand exchange. In bacteria, homology search begins after RecA binds an initiating single-stranded DNA (ssDNA) in the primary DNA-binding site, forming the presynaptic filament. Once the filament is formed, it interrogates double-stranded DNA (dsDNA). During the interrogation, bases in the dsDNA attempt to form Watson-Crick bonds with the corresponding bases in the initiating strand. Mismatch dependent instability in the base pairing in the heteroduplex strand exchange product could provide stringent recognition; however, we present experimental and theoretical results suggesting that the heteroduplex stability is insensitive to mismatches. We also present data suggesting that an initial homology test of 8 contiguous bases rejects most interactions containing more than 1/8 mismatches without forming a detectable 20 bp product. We propose that, in vivo, the sparsity of accidental sequence matches allows an initial 8 bp test to rapidly reject almost all non-homologous sequences. We speculate that once the initial test is passed, the mismatch insensitive binding in the heteroduplex allows short mismatched regions to be incorporated in otherwise homologous strand exchange products even though sequences with less homology are eventually rejected.


Subject(s)
Base Pair Mismatch , DNA, B-Form/metabolism , DNA, Single-Stranded/metabolism , Rec A Recombinases/metabolism , DNA, B-Form/chemistry , Fluorescence Resonance Energy Transfer , Kinetics , Molecular Dynamics Simulation , Nucleic Acid Heteroduplexes/chemistry , Nucleic Acid Heteroduplexes/metabolism , Protein Binding , Rec A Recombinases/chemistry , Sequence Homology, Nucleic Acid
18.
Article in English | MEDLINE | ID: mdl-27499708

ABSTRACT

It is well known that during homology recognition and strand exchange the double stranded DNA (dsDNA) in DNA/RecA filaments is highly extended, but the functional role of the extension has been unclear. We present an analytical model that calculates the distribution of tension in the extended dsDNA during strand exchange. The model suggests that the binding of additional dsDNA base pairs to the DNA/RecA filament alters the tension in dsDNA that was already bound to the filament, resulting in a non-linear increase in the mechanical energy as a function of the number of bound base pairs. This collective mechanical response may promote homology stringency and underlie unexplained experimental results.

19.
Nucleic Acids Res ; 40(20): 10441-51, 2012 Nov 01.
Article in English | MEDLINE | ID: mdl-22941658

ABSTRACT

RecA-family proteins mediate homologous recombination and recombinational DNA repair through homology search and strand exchange. Initially, the protein forms a filament with the incoming single-stranded DNA (ssDNA) bound in site I. The RecA-ssDNA filament then binds double-stranded DNA (dsDNA) in site II. Non-homologous dsDNA rapidly unbinds, whereas homologous dsDNA undergoes strand exchange yielding heteroduplex dsDNA in site I and the leftover outgoing strand in site II. We show that applying force to the ends of the complementary strand significantly retards strand exchange, whereas applying the same force to the outgoing strand does not. We also show that crystallographically determined binding site locations require an intermediate structure in addition to the initial and final structures. Furthermore, we demonstrate that the characteristic dsDNA extension rates due to strand exchange and free RecA binding are the same, suggesting that relocation of the complementary strand from its position in the intermediate structure to its position in the final structure limits both rates. Finally, we propose that homology recognition is governed by transitions to and from the intermediate structure, where the transitions depend on differential extension in the dsDNA. This differential extension drives strand exchange forward for homologs and increases the free energy penalty for strand exchange of non-homologs.


Subject(s)
DNA/chemistry , DNA/metabolism , Homologous Recombination , Rec A Recombinases/chemistry , Rec A Recombinases/metabolism , DNA, Single-Stranded/metabolism
20.
Biomaterials ; 32(15): 3700-11, 2011 May.
Article in English | MEDLINE | ID: mdl-21396708

ABSTRACT

The effective utilization of stem cells in regenerative medicine critically relies upon our understanding of the intricate interactions between cells and their extracellular environment. While bulk mechanical and chemical properties of the matrix have been shown to influence various cellular functions, the role of matrix interfacial properties on stem cell behavior is unclear. Here, we report the striking effect of matrix interfacial hydrophobicity on stem cell adhesion, motility, cytoskeletal organization, and differentiation. This is achieved through the development of tunable, synthetic matrices with control over their hydrophobicity without altering the chemical and mechanical properties of the matrix. The observed cellular responses are explained in terms of hydrophobicity-driven conformational changes of the pendant side chains at the interface leading to differential binding of proteins. These results demonstrate that the hydrophobicity of the extracellular matrix could play a considerably larger role in dictating cellular behaviors than previously anticipated. Additionally, these tunable matrices, which introduce a new control feature for regulating various cellular functions offer a platform for studying proliferation and differentiation of stem cells in a controlled manner and would have applications in regenerative medicine.


Subject(s)
Hydrogels/chemistry , Mesenchymal Stem Cells/cytology , Tissue Scaffolds/chemistry , Biocompatible Materials/chemistry , Cell Adhesion , Cell Differentiation , Cell Movement , Humans , Hydrophobic and Hydrophilic Interactions
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