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RESEARCH PAPER · Science · 2020

Protein storytelling through physics

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Protein storytelling through physicsOriginalFrom crystallographic data to the solution structure of photoreceptors: the case of the AppA BLUF domain18Quantum States in Templated Biological Processes0Protein Unfolding and Aggregation near a Hydrophobic Interface55Amyloid Oligomers: A Joint Experimental/Computational Perspective on Alzheimer’s Disease, Parkinson’s Disease, Type II Diabetes, and Amyotrophic Lateral Sclerosis678Biomolecular Modeling and Simulation: A Prospering Multidisciplinary Field70Exploring the Minimum-Energy Pathways and Free-Energy Profiles of Enzymatic Reactions with QM/MM Calculations43Fighting viruses with computers, right now20Biomolecular modeling thrives in the age of technology109Principled Mechanistic Explanations in Biology: A Case Study of Alzheimer's Disease0Physical Characterization of Triolein and Implications for Its Role in Lipid Droplet Biogenesis18Quantitative predictions from molecular simulations using explicit or implicit interactions33The Protein Folding Problem: The Role of Theory108A synergy between the catalytic and structural Zn(II) ions and the enzyme and substrate dynamics underlies the structure–function relationships of matrix metalloproteinase collagenolysis21Highly accurate protein structure prediction with AlphaFold43269Protein structure prediction by AlphaFold 2: are attention and symmetries all you need?67Faculty Opinions recommendation of Highly accurate protein structure prediction with AlphaFold.0Faculty Opinions recommendation of Highly accurate protein structure prediction with AlphaFold.0The Proteome Folding Problem and Cellular Proteostasis37Contemporary biomedical engineering perspective on volitional evolution for human radiotolerance enhancement beyond low-earth orbit4Differentiable molecular simulation can learn all the parameters in a coarse-grained force field for proteins29Using a Coarse-Grained Modeling Framework to Identify Oligomeric Motifs with Tunable Secondary Structure5Deep learning opens up protein science’s next frontiers12Water Contribution to the Protein Folding and Its Relevance in Protein Design and Protein Aggregation1Accelerating Molecular Dynamics Enrichments of High-Affinity Ligands for Proteins5An Examination of Mechanisms by which Synonymous Mutations may Alter Protein Levels, Structure and Functions4New Horizons in Studying the Cellular Mechanisms of Alzheimer’s Disease1Stability and conformational memory of electrosprayed and rehydrated bacteriophage MS2 virus coat proteins13Stability and Conformational Memory of Electrosprayed and Rehydrated Bacteriophage Ms2 Virus Coat Proteins0An empirical energy landscape reveals mechanism of proteasome in polypeptide translocation11Accelerating Protein Folding Molecular Dynamics Using Inter-Residue Distances from Machine Learning Servers20Computational Studies of Lipid Droplets45Heterogeneity in Protein Folding and Unfolding Reactions75Accelerating the Ensemble Convergence of RNA Hairpin Simulations with a Replica Exchange Structure Reservoir9Modified Protein-Water Interactions in CHARMM36m for Thermodynamics and Kinetics of Proteins in Dilute and Crowded Solutions14SP-A binding to the SARS-CoV-2 spike protein using hybrid quantum and classical in silico modeling and molecular pruning by Quantum Approximate Optimization Algorithm (QAOA) Based MaxCut with ZDOCK19Accurate and efficient constrained molecular dynamics of polymers through Newton’s method and special purpose code0Dissecting the stability determinants of a challenging de novo protein fold using massively parallel design and experimentation25Mechanistic basis of the increased methylation activity of the SETD2 protein lysine methyltransferase towards a designed super-substrate peptide13Back and forth modeling through biological scales1Enabling technology and core theory of synthetic biology65Protein structure prediction using the evolutionary algorithm USPEX9Exploring the Transferability of Replica Exchange Structure Reservoirs to Accelerate Generation of Ensembles for Alternate Hamiltonians or Protein Mutations3Accurate and efficient constrained molecular dynamics of polymers using Newton's method and special purpose code6MELD-Bracket Ranks Binding Affinities of Diverse Sets of Ligands5The nucleotide excision repair proteins through the lens of molecular dynamics simulations8ProtCool 2.0: um gerador de protocolo para ancoragem e simulações de dinâmica molecular em complexos proteína-ligante em versão web0AI 2 BMD: efficient characterization of protein dynamics with ab initio accuracy2Manifold learning in atomistic simulations: a conceptual review19Biochemist Investigates Protein Folding1Rapid Rescoring and Refinement of Ligand–Receptor Complexes Using Replica Exchange Molecular Dynamics with a Monte Carlo Pose Reservoir3Accelerating Kinetics with Time-Reversal Path Sampling5Trends Innovations Challenges in Employing Interdisciplinary Approaches to Biomedical Sciences4An integrative approach to understand structural dynamics of protein molecular machines across spatiotemporal scales0Advancing Molecular Dynamics: Toward Standardization, Integration, and Data Accessibility in Structural Biology8Multi-scale Simulation of Complex Systems: A Perspective of Integrating Knowledge and Data43CrysFormer: Protein structure determination via Patterson maps, deep learning, and partial structure attention7Assessing pH-Dependent Conformational Changes in the Fusion Peptide Proximal Region of the SARS-CoV-2 Spike Glycoprotein5Protein Retrieval via Integrative Molecular Ensembles (PRIME) through Extended Similarity Indices12Multi-method analysis revealed the mechanism of substrate selectivity in NHase: A gatekeeper residue at the activity center7Decomposition of Forces in Protein: Methodology and General Properties4Machine learning-assisted investigations toward polymer synthesis2Pouring SIRAH on NAMD6Self-organizing maps of unbiased ligand–target binding pathways and kinetics4Computational approach based on freely accessible tools for antimicrobial drug design2Ab initio characterization of protein molecular dynamics with AI2BMD162The protein universe in 3D2Enzymes can activate and mobilize the cytoplasmic environment across scales8Characterization of the activity of the IRT1 transporter involved in metal uptake in the hyperaccumulator species Noccaea caerulescens0DeepUSPS : Deep Learning‐Empowered Unconstrained‐Structural Protein Sequence Design0Biomolecule-functionalized dental implant surfaces: Towards augmenting soft tissue integration15Branched DNA for disease diagnosis and therapy3Unfolded to Folded: Unraveling the Secrets of Protein Folding with ProteusFold0Challenging AlphaFold in predicting proteins with large-scale allosteric transitions11Announcement: Journal of Structural Biology: Paper of the year0Deep Learning Meets Synthetic Biology: Applications Across Molecular, Cellular, and Metabolic Scales0Scalable Generative Modeling of Protein Ligand Trajectories via Graph Neural Diffusion Networks0Seeking Biology's Physics Stories: Simplify, Simplify0Navigating the uncharted: AI-driven advances in protein structure, dynamics, interactions and ligand interactions for understudied families1Oleuropein aglycone aldehyde as a SARS-CoV-2 main protease inhibitor3Engineered Injectable Hydrogel Platform for Tailoring the Osteoarthritis Microenvironment0

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  1. From crystallographic data to the solution structure of photoreceptors: the case of the AppA BLUF domain

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  2. Quantum States in Templated Biological Processes

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  3. Protein Unfolding and Aggregation near a Hydrophobic Interface

    Polymers · 2021-01-03

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  4. Amyloid Oligomers: A Joint Experimental/Computational Perspective on Alzheimer’s Disease, Parkinson’s Disease, Type II Diabetes, and Amyotrophic Lateral Sclerosis

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  5. Biomolecular Modeling and Simulation: A Prospering Multidisciplinary Field

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  6. Exploring the Minimum-Energy Pathways and Free-Energy Profiles of Enzymatic Reactions with QM/MM Calculations

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  7. Fighting viruses with computers, right now

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  8. Biomolecular modeling thrives in the age of technology

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  9. Principled Mechanistic Explanations in Biology: A Case Study of Alzheimer's Disease

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  10. Physical Characterization of Triolein and Implications for Its Role in Lipid Droplet Biogenesis

    The Journal of Physical Chemistry B · 2021-06-18

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  11. Quantitative predictions from molecular simulations using explicit or implicit interactions

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  12. The Protein Folding Problem: The Role of Theory

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  13. A synergy between the catalytic and structural Zn(II) ions and the enzyme and substrate dynamics underlies the structure–function relationships of matrix metalloproteinase collagenolysis

    JBIC Journal of Biological Inorganic Chemistry · 2021-07-06

    Ann Varghese, Shobhit S. Chaturvedi, Gregg Fields, Tatyana G. Karabencheva‐Christova

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  14. Highly accurate protein structure prediction with AlphaFold

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    John Jumper, Richard Evans, Alexander Pritzel, Tim Green, Michael Figurnov, Olaf Ronneberger, Kathryn Tunyasuvunakool, Russ Bates, Augustin Žídek, Anna Potapenko, Alex Bridgland, Clemens Meyer, Simon Köhl, Andrew J. Ballard, Andrew Cowie, Bernardino Romera‐Paredes, Stanislav Nikolov, Rishub Jain, Jonas Adler, Trevor Back, Stig Petersen, David Reiman, Ellen Clancy, Michał Zieliński, Martin Steinegger, Michalina Pacholska, Tamas Berghammer, Sebastian W. Bodenstein, David Silver, Oriol Vinyals, Andrew Senior, Koray Kavukcuoglu, Pushmeet Kohli, Demis Hassabis

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  15. Protein structure prediction by AlphaFold 2: are attention and symmetries all you need?

    Acta Crystallographica Section D Structural Biology · 2021-07-29

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  16. Faculty Opinions recommendation of Highly accurate protein structure prediction with AlphaFold.

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  17. Faculty Opinions recommendation of Highly accurate protein structure prediction with AlphaFold.

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  18. The Proteome Folding Problem and Cellular Proteostasis

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  19. Contemporary biomedical engineering perspective on volitional evolution for human radiotolerance enhancement beyond low-earth orbit

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  20. Differentiable molecular simulation can learn all the parameters in a coarse-grained force field for proteins

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  21. Using a Coarse-Grained Modeling Framework to Identify Oligomeric Motifs with Tunable Secondary Structure

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  22. Deep learning opens up protein science’s next frontiers

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  23. Water Contribution to the Protein Folding and Its Relevance in Protein Design and Protein Aggregation

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  24. Accelerating Molecular Dynamics Enrichments of High-Affinity Ligands for Proteins

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  25. An Examination of Mechanisms by which Synonymous Mutations may Alter Protein Levels, Structure and Functions

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  26. New Horizons in Studying the Cellular Mechanisms of Alzheimer’s Disease

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  27. Stability and conformational memory of electrosprayed and rehydrated bacteriophage MS2 virus coat proteins

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  28. Stability and Conformational Memory of Electrosprayed and Rehydrated Bacteriophage Ms2 Virus Coat Proteins

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  29. An empirical energy landscape reveals mechanism of proteasome in polypeptide translocation

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  30. Accelerating Protein Folding Molecular Dynamics Using Inter-Residue Distances from Machine Learning Servers

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  32. Heterogeneity in Protein Folding and Unfolding Reactions

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  33. Accelerating the Ensemble Convergence of RNA Hairpin Simulations with a Replica Exchange Structure Reservoir

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  34. Modified Protein-Water Interactions in CHARMM36m for Thermodynamics and Kinetics of Proteins in Dilute and Crowded Solutions

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  35. SP-A binding to the SARS-CoV-2 spike protein using hybrid quantum and classical in silico modeling and molecular pruning by Quantum Approximate Optimization Algorithm (QAOA) Based MaxCut with ZDOCK

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  36. Accurate and efficient constrained molecular dynamics of polymers through Newton’s method and special purpose code

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  37. Dissecting the stability determinants of a challenging de novo protein fold using massively parallel design and experimentation

    Proceedings of the National Academy of Sciences · 2022-10-03

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  38. Mechanistic basis of the increased methylation activity of the SETD2 protein lysine methyltransferase towards a designed super-substrate peptide

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  39. Back and forth modeling through biological scales

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  42. Exploring the Transferability of Replica Exchange Structure Reservoirs to Accelerate Generation of Ensembles for Alternate Hamiltonians or Protein Mutations

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  44. MELD-Bracket Ranks Binding Affinities of Diverse Sets of Ligands

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  45. The nucleotide excision repair proteins through the lens of molecular dynamics simulations

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  47. AI 2 BMD: efficient characterization of protein dynamics with ab initio accuracy

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  48. Manifold learning in atomistic simulations: a conceptual review

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  49. Biochemist Investigates Protein Folding

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  50. Rapid Rescoring and Refinement of Ligand–Receptor Complexes Using Replica Exchange Molecular Dynamics with a Monte Carlo Pose Reservoir

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