Supporting Information

Size: px
Start display at page:

Download "Supporting Information"

Transcription

1 Supporting Information Critical role of inter-domain interactions on the conformational change and catalytic mechanism of Endoplasmic Reticulum Aminopeptidase 1 Athanasios Stamogiannos 1, Zachary Maben 2, Athanasios Papakyriakou 1, Anastasia Mpakali 1, Paraskevi Kokkala 3, Dimitris Georgiadis 3, Lawrence J. Stern 2 and Efstratios Stratikos 1,* 1 National Centre for Scientific Research Demokritos, Agia Paraskevi, Athens, Greece 2 Department of Pathology, University of Massachusetts Medical School, Worcester, Massachusetts, USA 3 Department of Chemistry, Laboratory of Organic Chemistry, University of Athens, Panepistimiopolis, Zografou, 15771, Athens, Greece Address correspondence to: Dr. Efstratios Stratikos, National Centre for Scientific Research Demokritos, Agia Paraskevi, Greece, stratikos@rrp.demokritos.gr or stratikos@gmail.com. Telephone: , Fax: S1

2 Supporting Table S1. Simulation systems of ligand-free ERAP1 employed for cmd and amd simulations and the corresponding range of interdomain angles (θ) sampled. Construct (sequence) wt-erap1 (33 941) 4mut-ERAP1 (33 941) Initial PDB ID_ Initial cmd State Chain θ (deg) (ns) Sampled amd Sampled θ (deg) (ns) θ (deg) Closed 2YD0_A MDJ_A Open 3MDJ_B MDJ_C Closed 2YD0_A MDJ_A Open 3MDJ_B MDJ_C S2

3 Supporting Table S2. MultiFoXS results for the two ERAP1 constructs. Multi-state models were fitted with q max = 0.26 Å -1 using all 3,222 ERAP1 conformations, which were extracted from the cmd trajectories after agglomerative clustering with a distance between clusters of 1.0 Å. The lowest χ and θ values for each ensemble size is given with the error indicating the range of χ values in the top 100 models, and the weighted average interdomain angle θ (± standard deviation) was calculated from the 100 top-scored (lowest-χ) ensembles. Ensemble size Lowest χ (error) KQ-ERAP1 θ (deg) Weighted average θ (deg) Lowest χ (error) 4mut-ERAP1 θ (deg) Weighted average θ (deg) (0.62) ± (0.46) ± (0.08) ± (0.06) ± (0.02) ± ((0.04) ± 0.7 S3

4 velocity (counts/(s*pmol)) WRVYEKC DNP ALK hydrolysis ERAP1 ERAP1 2mut ERAP1 4mut Supporting Figure S1: Rate of hydrolysis of the fluorigenic peptide WRVYEC(dnp)ALK by ERAP1 and ERAP1 variants 2mut and 4mut. S4

5 specific activity (pmol/(nmol*s)) ERAP1 ERAP1 2mut ERAP1 4mut w/o peptide QLESIINFEKL Supporting Figure S2: Hydrolysis of L-AMC by ERAP1 and variants was followed in the absence or presence of peptide QLESIINFEKL. The peptide inhibits L-AMC hydrolysis for wildtype ERAP1 but enhances hydrolysis rates for the two ERAP1 variants. S5

6 Specific activity (pmol/(h*ng)) Specific activity (pmol/(h*ng)) Specific activity (pmol/(h*ng)) Specific activity (pmol/(h*ng)) A B 60 LG10L hydrolysis 60 ERAP ERAP1 ERAP1 2mut ERAP1 4mut 0 LG3L LG4L LG5L LG6L LG7L LG8L LG9L LG10L C 8 ERAP1 2mut D 2.5 ERAP1 4mut LG3L LG4L LG5L LG6L LG7L LG8L LG9L LG10L 0.0 LG3L LG4L LG5L LG6L LG7L LG8L LG9L LG10L Supporting Figure S3: Panel A: Specific activity of ERAP1 and variants for the hydrolysis of the N-terminal Leucine residue of peptide LG10L (sequence LGGGGGGGGGGL). Panels B-D: Specific activity for the hydrolysis of the peptide LGnL peptide series by ERAP1 and variants. S6

7 S7

8 k obs (s -1 ) signal ERAP1-DG013A association nm nm nm 2000 nm time (s) B ERAP1-DG013A association 0.08 k on : 3.2*10-5 s -1 *nm k off : 11.0*10-4 s inhibitor concentration (nm) Supporting Figure S4: Panel A: Representative kinetic traces of L-AMC hydrolysis by ERAP1 after the rapid mixing of the indicated amounts of the DG013A inhibitor. Panel B: Linear relationship of the observed association rate of DG013A and ERAP1 and the concentration of the inhibitor. S8

9 K i app (nm) normalized activity normalized activity ERAP1 - DG013A (100 nm) association ERAP1 2mut - DG013A (700 nm) association 1.5 k obs : s k obs : s time (s) time (s) DG013A calculated dissociation constant ERAP1 ERAP1 2mut Supporting Figure S5: Top panels, 1 st order derivatives of kinetics of DG013A association with ERAP1 (left) and the ERAP1 variant 2mut (right). Red lines represent non-linear fits to a simple exponential decay function. Bottom, calculated dissociation constant of DG013A based on measured k on and k off values for DG013A and wild-type or 2mut ERAP1. S9

10 MVFLPLKWSL ATMSFLLSSL LALLTVSTPS WCQSTEASPK RSDGTPFPWN KIRLPEYVIP VHYDLLIHAN LTTLTFWGTT KVEITASQPT STIILHSHHL QISRATLRKG AGERLSEEPL QVLEHPRQEQ IALLAPEPLL VGLPYTVVIH YAGNLSETFH GFYKSTYRTK EGELRILAST QFEPTAARMA FPCFDEPAFK ASFSIKIRRE PRHLAISNMP LVKSVTVAEG LIEDHFDVTV KMSTYLVAFI ISDFESVSKI TKSGVKVSVY AVPDKINQAD YALDAAVTLL EFYEDYFSIP YPLPKQDLAA IPDFQSGAME NWGLTTYRES ALLFDAEKSS ASSKLGITMT VAHELAHQWF GNLVTMEWWN DLWLNEGFAK FMEFVSVSVT HPELKVGDYF FGKCFDAMEV DALNSSHPVS TPVENPAQIR EMFDDVSYDK GACILNMLRE YLSADAFKSG IVQYLQKHSY KNTKNEDLWD SMASICPTDG VKGMDGFCSR SQHSSSSSHW HQEGVDVKTM MNTWTLQKGF PLITITVRGR NVHMKQEHYM KGSDGAPDTG YLWHVPLTFI TSKSDMVHRF LLKTKTDVLI LPEEVEWIKF NVGMNGYYIV HYEDDGWDSL TGLLKGTHTA VSSNDRASLI NNAFQLVSIG KLSIEKALDL SLYLKHETEI MPVFQGLNEL IPMYKLMEKR DMNEVETQFK AFLIRLLRDL IDKQTWTDEG SVSERMLRSQ LLLLACVHNY QPCVQRAEGY FRKWKESNGN LSLPVDVTLA VFAVGAQSTE GWDFLYSKYQ FSLSSTEKSQ IEFALCRTQN KEKLQWLLDE SFKGDKIKTQ EFPQILTLIG RNPVGYPLAW QFLRKNWNKL VQKFELGSSS IAHMVMGTTN QFSTRTRLEE VKGFFSSLKE NGSQLRCVQQ TIETIEENIG WMDKNFDKIR VWLQSEKLER MHHHHHH Missing residues modeled/not modeled Not resolved in the open ERAP1 states Sequence conflicts/polymorphic sites His-tag added N-glycosylation Mutation sites Supporting Figure S6. Sequence of the ancestral human ERAP1 (isoform 1, UniProt entry Q9NZ08) employed for the wt-erap1 model with the R127P mutation. Polymorphic and N- glycosylation sites, missing residues in the X-ray crystal structures and the mutated residues in the 2mut/4mut-ERAP1 constructs are indicated and shown in Figure S7. S10

11 Supporting Figure S7. wt-erap1 model (3MDJ chain B) illustrating the domain organization, glycosylation sites, the 4 mutated residues, the modeled regions and the zinc-binding domain. S11

12 Supporting Figure S8. Side- and top-view animations of wt-erap1 (KQ-ERAP1 allele) illustrating the motions along the first two principal components PC-1 and PC-2, extracted from a total of 1.5 μs cmd simulations. Structures are color-coded from blue (positive) to red (negative) eigenvalues. The percent of the total variance of motions for each component is given in parenthesis, and the Latin numbers indicate the four domains. S12

13 Supporting Figure S9. Side- and top-view animations of 4mut-ERAP1 illustrating the motions along the first two principal components PC-1 and PC-2, extracted from a total of 1.5 μs cmd simulations. Structures are color-coded from blue (positive) to red (negative) eigenvalues. The percent of the total variance of motions for each component is given in parenthesis, and the Latin numbers indicate the four functional domains. S13

14 Supporting Figure S10. Plots of the interdomain angle θ (deg) as a function of simulation time (excluding the initial 10-ns equilibration period) from the cmd simulations of wt-erap1 (indicated as KQ-ERAP1, upper panel) and 4mut-ERAP1 (lower panel) in the open state. The panels on the right show the probability density distributions of θ obtained using the kernel density estimator (Gaussian window) of the R package. [1] The three initial models of open ERAP1 were based on the three monomers in the asymmetric unit of the PDB ID: 3MDJ and are color-coded per chain using black lines for A, red for B and blue for C. 1 R Development Core Team (2008). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN , S14

15 Supporting Figure S11. Distribution of the interdomain angle θ (upper plot) and dihedral angle φ (lower plot) obtained from the aggregate of 1.5 μs cmd simulations of wt-erap1 (KQ- ERAP1, black lines) and 4mut-ERAP1 (red lines) in the open states (results of the ns shown in Figure S10). S15

16 Supporting Figure S12. Interdomain angle θ (deg) of wt-erap1 as a function of amd simulation time (in thousands of 2-fs steps). The ten independent amd simulations that were seeded from the cmd simulations are color-coded by the initial θ value and split into two graphs for clarity. S16

17 Supporting Figure S13. Interdomain angle θ (deg) of 4mut-ERAP1 as a function of amd simulation time (in thousands of 2-fs steps). The ten independent amd simulations that were seeded from the cmd simulations are color-coded by the initial θ value and split into two graphs for clarity. S17

18 Supporting Figure S14. Density distributions of the interdomain angle θ of wt-erap1 (upper graph) and 4mut-ERAP1 (lower graph) as a function of the number of amd simulations used for processing. Ten independent amd simulations of 50 million 2-fs steps were seeded from the cmd simulations at variable initial angle θ between deg (Figures S12, S13). The 6 amd sets correspond to those initiated at θ = deg and the 8 amd sets are for initial θ = deg. S18

19 Supporting Figure S15. FoXS results displaying the fit of wt-erap1 and 4mut-ERAP1 experimental profiles using the X-ray structures (A, B) and the initial molecular models used for the MD calculations (C, D). The crystallographic structures of ERAP1 in the open state are chains A, B and C of PDB ID: 3MDJ and ERAP1 in the closed state PDB ID: 2YD0. S19

Computational engineering of cellulase Cel9A-68 functional motions through mutations in its linker region. WT 1TF4 (crystal) -90 ERRAT PROVE VERIFY3D

Computational engineering of cellulase Cel9A-68 functional motions through mutations in its linker region. WT 1TF4 (crystal) -90 ERRAT PROVE VERIFY3D Electronic Supplementary Material (ESI) for Physical Chemistry Chemical Physics. This journal is the Owner Societies 218 Supplementary Material: Computational engineering of cellulase Cel9-68 functional

More information

Supporting Information How does Darunavir prevent HIV-1 protease dimerization?

Supporting Information How does Darunavir prevent HIV-1 protease dimerization? Supporting Information How does Darunavir prevent HIV- protease dimerization? Danzhi Huang and Amedeo Caflisch a Department of Biochemistry University of Zürich, Winterthurerstrasse 9 CH-7 Zürich, Switzerland

More information

Nature Structural and Molecular Biology: doi: /nsmb.2938

Nature Structural and Molecular Biology: doi: /nsmb.2938 Supplementary Figure 1 Characterization of designed leucine-rich-repeat proteins. (a) Water-mediate hydrogen-bond network is frequently visible in the convex region of LRR crystal structures. Examples

More information

Table S1. Overview of used PDZK1 constructs and their binding affinities to peptides. Related to figure 1.

Table S1. Overview of used PDZK1 constructs and their binding affinities to peptides. Related to figure 1. Table S1. Overview of used PDZK1 constructs and their binding affinities to peptides. Related to figure 1. PDZK1 constru cts Amino acids MW [kda] KD [μm] PEPT2-CT- FITC KD [μm] NHE3-CT- FITC KD [μm] PDZK1-CT-

More information

Supplementary Information: Table S1. Potential energy and essential dynamics (ED) analysis of the MD simulations of the Bcl-2 complexes under study.

Supplementary Information: Table S1. Potential energy and essential dynamics (ED) analysis of the MD simulations of the Bcl-2 complexes under study. Supplementary Information: Table S1. Potential energy and essential dynamics (ED) analysis of the MD simulations of the Bcl-2 complexes under study. Bcl2 and complex Potential energy (kj/mol) ED 2D projection

More information

High-resolution crystal structure of ERAP1 with bound phosphinic transition-state analogue inhibitor

High-resolution crystal structure of ERAP1 with bound phosphinic transition-state analogue inhibitor High-resolution crystal structure of ERAP1 with bound phosphinic transition-state analogue inhibitor Petros Giastas 1, Margarete Neu 2, Paul Rowland 2, and Efstratios Stratikos 1 1 National Center for

More information

Hands-on Course in Computational Structural Biology and Molecular Simulation BIOP590C/MCB590C. Course Details

Hands-on Course in Computational Structural Biology and Molecular Simulation BIOP590C/MCB590C. Course Details Hands-on Course in Computational Structural Biology and Molecular Simulation BIOP590C/MCB590C Emad Tajkhorshid Center for Computational Biology and Biophysics Email: emad@life.uiuc.edu or tajkhors@uiuc.edu

More information

Structural and mechanistic insight into the substrate. binding from the conformational dynamics in apo. and substrate-bound DapE enzyme

Structural and mechanistic insight into the substrate. binding from the conformational dynamics in apo. and substrate-bound DapE enzyme Electronic Supplementary Material (ESI) for Physical Chemistry Chemical Physics. This journal is the Owner Societies 215 Structural and mechanistic insight into the substrate binding from the conformational

More information

ing equilibrium i Dynamics? simulations on AchE and Implications for Edwin Kamau Protein Science (2008). 17: /29/08

ing equilibrium i Dynamics? simulations on AchE and Implications for Edwin Kamau Protein Science (2008). 17: /29/08 Induced-fit d or Pre-existin ing equilibrium i Dynamics? Lessons from Protein Crystallography yand MD simulations on AchE and Implications for Structure-based Drug De esign Xu Y. et al. Protein Science

More information

A conserved P-loop anchor limits the structural dynamics that mediate. nucleotide dissociation in EF-Tu.

A conserved P-loop anchor limits the structural dynamics that mediate. nucleotide dissociation in EF-Tu. Supplemental Material for A conserved P-loop anchor limits the structural dynamics that mediate nucleotide dissociation in EF-Tu. Evan Mercier 1,2, Dylan Girodat 1, and Hans-Joachim Wieden 1 * 1 Alberta

More information

Nature Structural and Molecular Biology: doi: /nsmb Supplementary Figure 1. Experimental approach for enhancement of unbiased Fo Fc maps.

Nature Structural and Molecular Biology: doi: /nsmb Supplementary Figure 1. Experimental approach for enhancement of unbiased Fo Fc maps. Supplementary Figure 1 Experimental approach for enhancement of unbiased Fo Fc maps. a, c, Unbiased Fo-Fc maps of the Tth 70S post-catalysis complex at 2.55 Å resolution with (a) or without (c) bulk solvent

More information

Nature Structural and Molecular Biology: doi: /nsmb Supplementary Figure 1. Definition and assessment of ciap1 constructs.

Nature Structural and Molecular Biology: doi: /nsmb Supplementary Figure 1. Definition and assessment of ciap1 constructs. Supplementary Figure 1 Definition and assessment of ciap1 constructs. (a) ciap1 constructs used in this study are shown as primary structure schematics with domains colored as in the main text. Mutations

More information

Journal of Pharmacology and Experimental Therapy-JPET#172536

Journal of Pharmacology and Experimental Therapy-JPET#172536 A NEW NON-PEPTIDIC INHIBITOR OF THE 14-3-3 DOCKING SITE INDUCES APOPTOTIC CELL DEATH IN CHRONIC MYELOID LEUKEMIA SENSITIVE OR RESISTANT TO IMATINIB Manuela Mancini, Valentina Corradi, Sara Petta, Enza

More information

Introduction The gramicidin A (ga) channel forms by head-to-head association of two monomers at their amino termini, one from each bilayer leaflet. Th

Introduction The gramicidin A (ga) channel forms by head-to-head association of two monomers at their amino termini, one from each bilayer leaflet. Th Abstract When conductive, gramicidin monomers are linked by six hydrogen bonds. To understand the details of dissociation and how the channel transits from a state with 6H bonds to ones with 4H bonds or

More information

Computational Structural Biology and Molecular Simulation. Introduction to VMD Molecular Visualization and Analysis

Computational Structural Biology and Molecular Simulation. Introduction to VMD Molecular Visualization and Analysis Computational Structural Biology and Molecular Simulation Introduction to VMD Molecular Visualization and Analysis Emad Tajkhorshid Department of Biochemistry, Beckman Institute, Center for Computational

More information

Supporting information for: Mechanism of lignin inhibition of enzymatic. biomass deconstruction

Supporting information for: Mechanism of lignin inhibition of enzymatic. biomass deconstruction Supporting information for: Mechanism of lignin inhibition of enzymatic biomass deconstruction Josh V. Vermaas,, Loukas Petridis, Xianghong Qi,, Roland Schulz,, Benjamin Lindner, and Jeremy C. Smith,,

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION doi:10.1038/nature11085 Supplementary Tables: Supplementary Table 1. Summary of crystallographic and structure refinement data Structure BRIL-NOP receptor Data collection Number of crystals 23 Space group

More information

Assessing the potential of atomistic molecular dynamics simulations to probe reversible. protein-protein recognition and binding

Assessing the potential of atomistic molecular dynamics simulations to probe reversible. protein-protein recognition and binding Supporting information for Assessing the potential of atomistic molecular dynamics simulations to probe reversible protein-protein recognition and binding Luciano A. Abriata and Matteo Dal Peraro Laboratory

More information

Coupling Protein Dynamics with Enzyme Catalysis in Human Carbonic Anhydrase II

Coupling Protein Dynamics with Enzyme Catalysis in Human Carbonic Anhydrase II Supporting Information Coupling Protein Dynamics with Enzyme Catalysis in Human Carbonic Anhydrase II Srabani Taraphder,*, C. Mark Maupin, Jessica M. J. Swanson and Gregory A. Voth,* Department of Chemistry,

More information

Supporting Information

Supporting Information Supporting Information Smith et al. 10.1073/pnas.1519609113 SI Methods Sample Preparation. Perdeuterated, 15 N-labeled WT and mutant ubiquitin was expressed in Escherichia coli adapted to 100% D 2 O Toronto

More information

Nature Structural & Molecular Biology: doi: /nsmb Supplementary Figure 1

Nature Structural & Molecular Biology: doi: /nsmb Supplementary Figure 1 Supplementary Figure 1 Crystallization. a, Crystallization constructs of the ET B receptor are shown, with all of the modifications to the human wild-type the ET B receptor indicated. Residues interacting

More information

SUPPLEMENTARY FIGURES. Figure S1

SUPPLEMENTARY FIGURES. Figure S1 SUPPLEMENTARY FIGURES Figure S1 The substrate for DH domain (2R,3R,4R,6R,7S,8S,9R)-3,7,9-trihydroxy-5-oxo-2,4,6,8 tetramethylundecanoate) was docked as two separate fragments shown in magenta and blue

More information

Supplementary Materials for

Supplementary Materials for advances.sciencemag.org/cgi/content/full/3/4/e1600663/dc1 Supplementary Materials for A dynamic hydrophobic core orchestrates allostery in protein kinases Jonggul Kim, Lalima G. Ahuja, Fa-An Chao, Youlin

More information

Improving Protein Function Prediction with Molecular Dynamics Simulations. Dariya Glazer Russ Altman

Improving Protein Function Prediction with Molecular Dynamics Simulations. Dariya Glazer Russ Altman Improving Protein Function Prediction with Molecular Dynamics Simulations Dariya Glazer Russ Altman Motivation Sometimes the 3D structure doesn t score well for a known function. The experimental structure

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION doi:10.1038/nature11054 Supplementary Fig. 1 Sequence alignment of Na v Rh with NaChBac, Na v Ab, and eukaryotic Na v and Ca v homologs. Secondary structural elements of Na v Rh are indicated above the

More information

Online Protein Structure Analysis with the Bio3D WebApp

Online Protein Structure Analysis with the Bio3D WebApp Online Protein Structure Analysis with the Bio3D WebApp Lars Skjærven, Shashank Jariwala & Barry J. Grant August 13, 2015 (updated November 17, 2016) Bio3D1 is an established R package for structural bioinformatics

More information

Supplementary figure 1. Comparison of unbound ogm-csf and ogm-csf as captured in the GIF:GM-CSF complex. Alignment of two copies of unbound ovine

Supplementary figure 1. Comparison of unbound ogm-csf and ogm-csf as captured in the GIF:GM-CSF complex. Alignment of two copies of unbound ovine Supplementary figure 1. Comparison of unbound and as captured in the GIF:GM-CSF complex. Alignment of two copies of unbound ovine GM-CSF (slate) with bound GM-CSF in the GIF:GM-CSF complex (GIF: green,

More information

Supplementary Materials for

Supplementary Materials for advances.sciencemag.org/cgi/content/full/1/9/e1500511/dc1 Supplementary Materials for Contractility parameters of human -cardiac myosin with the hypertrophic cardiomyopathy mutation R403Q show loss of

More information

Optimization and Structure-Activity. Relationships of Phosphinic Pseudotripeptide. Inhibitors of Aminopeptidases that Generate. Antigenic Peptides.

Optimization and Structure-Activity. Relationships of Phosphinic Pseudotripeptide. Inhibitors of Aminopeptidases that Generate. Antigenic Peptides. Optimization and Structure-Activity Relationships of Phosphinic Pseudotripeptide Inhibitors of Aminopeptidases that Generate Antigenic Peptides. Paraskevi Kokkala, Anastasia Mpakali, Athanasios Papakyriakou,

More information

Molecular Mechanism for Conformational Dynamics of Ras GTP Elucidated from In-Situ Structural Transition in Crystal

Molecular Mechanism for Conformational Dynamics of Ras GTP Elucidated from In-Situ Structural Transition in Crystal Molecular Mechanism for Conformational Dynamics of Ras GTP Elucidated from In-Situ Structural Transition in Crystal Shigeyuki Matsumoto, Nao Miyano, Seiki Baba, Jingling Liao, Takashi Kawamura, Chiemi

More information

ψ j φ j+1 Motif position

ψ j φ j+1 Motif position 1.0 % Occupancy 0.8 0.6 0.4 0.2 0.0 ψ i-1 φ i ψ j φ j+1 ψ k-1 Motif position φ Supplementary Figure 1 Residue profiles for the positions in the β-sheet motif. Residue types as percentages for the six positions

More information

Supplementary Materials for

Supplementary Materials for www.sciencesignaling.org/cgi/content/full/5/243/ra68/dc1 Supplementary Materials for Superbinder SH2 Domains Act as Antagonists of Cell Signaling Tomonori Kaneko, Haiming Huang, Xuan Cao, Xing Li, Chengjun

More information

Joana Pereira Lamzin Group EMBL Hamburg, Germany. Small molecules How to identify and build them (with ARP/wARP)

Joana Pereira Lamzin Group EMBL Hamburg, Germany. Small molecules How to identify and build them (with ARP/wARP) Joana Pereira Lamzin Group EMBL Hamburg, Germany Small molecules How to identify and build them (with ARP/wARP) The task at hand To find ligand density and build it! Fitting a ligand We have: electron

More information

Supplementary Figure 1. Biochemical and sequence alignment analyses the

Supplementary Figure 1. Biochemical and sequence alignment analyses the Supplementary Figure 1. Biochemical and sequence alignment analyses the interaction of OPTN and TBK1. (a) Analytical gel filtration chromatography analysis of the interaction between TBK1 CTD and OPTN(1-119).

More information

Supplementary Figure S1. Urea-mediated buffering mechanism of H. pylori. Gastric urea is funneled to a cytoplasmic urease that is presumably attached

Supplementary Figure S1. Urea-mediated buffering mechanism of H. pylori. Gastric urea is funneled to a cytoplasmic urease that is presumably attached Supplementary Figure S1. Urea-mediated buffering mechanism of H. pylori. Gastric urea is funneled to a cytoplasmic urease that is presumably attached to HpUreI. Urea hydrolysis products 2NH 3 and 1CO 2

More information

Understanding protein motions by computational modeling and statistical approaches

Understanding protein motions by computational modeling and statistical approaches Retrospective Theses and Dissertations Iowa State University Capstones, Theses and Dissertations 28 Understanding protein motions by computational modeling and statistical approaches Lei Yang Iowa State

More information

Type II Kinase Inhibitors Show an Unexpected Inhibition Mode against Parkinson s Disease-Linked LRRK2 Mutant G2019S.

Type II Kinase Inhibitors Show an Unexpected Inhibition Mode against Parkinson s Disease-Linked LRRK2 Mutant G2019S. Type II Kinase Inhibitors Show an Unexpected Inhibition Mode against Parkinson s Disease-Linked LRRK2 Mutant G219S. Min Liu@&*, Samantha A. Bender%*, Gregory D Cuny@, Woody Sherman, Marcie Glicksman@ Soumya

More information

PDBe TUTORIAL. PDBePISA (Protein Interfaces, Surfaces and Assemblies)

PDBe TUTORIAL. PDBePISA (Protein Interfaces, Surfaces and Assemblies) PDBe TUTORIAL PDBePISA (Protein Interfaces, Surfaces and Assemblies) http://pdbe.org/pisa/ This tutorial introduces the PDBePISA (PISA for short) service, which is a webbased interactive tool offered by

More information

Supplementary materials. Crystal structure of the carboxyltransferase domain. of acetyl coenzyme A carboxylase. Department of Biological Sciences

Supplementary materials. Crystal structure of the carboxyltransferase domain. of acetyl coenzyme A carboxylase. Department of Biological Sciences Supplementary materials Crystal structure of the carboxyltransferase domain of acetyl coenzyme A carboxylase Hailong Zhang, Zhiru Yang, 1 Yang Shen, 1 Liang Tong Department of Biological Sciences Columbia

More information

Supplementary Information. The protease GtgE from Salmonella exclusively targets. inactive Rab GTPases

Supplementary Information. The protease GtgE from Salmonella exclusively targets. inactive Rab GTPases Supplementary Information The protease GtgE from Salmonella exclusively targets inactive Rab GTPases Table of Contents Supplementary Figures... 2 Supplementary Figure 1... 2 Supplementary Figure 2... 3

More information

Probing Molecular Mechanisms Of the Hsp90 Chaperone: Biophysical Modeling Identifies Key Regulators Of Functional Dynamics

Probing Molecular Mechanisms Of the Hsp90 Chaperone: Biophysical Modeling Identifies Key Regulators Of Functional Dynamics Chapman University Chapman University Digital Commons Mathematics, Physics, and Computer Science Faculty Articles and Research Science and Technology Faculty Articles and Research 2012 Probing Molecular

More information

Potential Energy (hyper)surface

Potential Energy (hyper)surface The Molecular Dynamics Method Thermal motion of a lipid bilayer Water permeation through channels Selective sugar transport Potential Energy (hyper)surface What is Force? Energy U(x) F = " d dx U(x) Conformation

More information

Supporting Information

Supporting Information Supporting Information Superagonist, Full Agonist, Partial Agonist and Antagonist Actions of Arylguanidines at 5-Hydroxytryptamine-3 (5-HT 3 ) Subunit A Receptors Katie Alix, Shailesh Khatri, Philip D.

More information

Supplementary information for cloud computing approaches for prediction of ligand binding poses and pathways

Supplementary information for cloud computing approaches for prediction of ligand binding poses and pathways Supplementary information for cloud computing approaches for prediction of ligand binding poses and pathways Morgan Lawrenz 1, Diwakar Shukla 1,2 & Vijay S. Pande 1,2 1 Department of Chemistry, Stanford

More information

Sensitive NMR Approach for Determining the Binding Mode of Tightly Binding Ligand Molecules to Protein Targets

Sensitive NMR Approach for Determining the Binding Mode of Tightly Binding Ligand Molecules to Protein Targets Supporting information Sensitive NMR Approach for Determining the Binding Mode of Tightly Binding Ligand Molecules to Protein Targets Wan-Na Chen, Christoph Nitsche, Kala Bharath Pilla, Bim Graham, Thomas

More information

Structure, mechanism and ensemble formation of the Alkylhydroperoxide Reductase subunits. AhpC and AhpF from Escherichia coli

Structure, mechanism and ensemble formation of the Alkylhydroperoxide Reductase subunits. AhpC and AhpF from Escherichia coli Structure, mechanism and ensemble formation of the Alkylhydroperoxide Reductase subunits AhpC and AhpF from Escherichia coli Phat Vinh Dip 1,#, Neelagandan Kamariah 2,#, Malathy Sony Subramanian Manimekalai

More information

Outline. The ensemble folding kinetics of protein G from an all-atom Monte Carlo simulation. Unfolded Folded. What is protein folding?

Outline. The ensemble folding kinetics of protein G from an all-atom Monte Carlo simulation. Unfolded Folded. What is protein folding? The ensemble folding kinetics of protein G from an all-atom Monte Carlo simulation By Jun Shimada and Eugine Shaknovich Bill Hawse Dr. Bahar Elisa Sandvik and Mehrdad Safavian Outline Background on protein

More information

Tutorial. Getting started. Sample to Insight. March 31, 2016

Tutorial. Getting started. Sample to Insight. March 31, 2016 Getting started March 31, 2016 Sample to Insight CLC bio, a QIAGEN Company Silkeborgvej 2 Prismet 8000 Aarhus C Denmark Telephone: +45 70 22 32 44 www.clcbio.com support-clcbio@qiagen.com Getting started

More information

NB-DNJ/GCase-pH 7.4 NB-DNJ+/GCase-pH 7.4 NB-DNJ+/GCase-pH 4.5

NB-DNJ/GCase-pH 7.4 NB-DNJ+/GCase-pH 7.4 NB-DNJ+/GCase-pH 4.5 SUPPLEMENTARY TABLES Suppl. Table 1. Protonation states at ph 7.4 and 4.5. Protonation states of titratable residues in GCase at ph 7.4 and 4.5. Histidine: HID, H at δ-nitrogen; HIE, H at ε-nitrogen; HIP,

More information

Time-dependence of key H-bond/electrostatic interaction distances in the sirna5-hago2 complexes... Page S14

Time-dependence of key H-bond/electrostatic interaction distances in the sirna5-hago2 complexes... Page S14 Supporting Information Probing the Binding Interactions between Chemically Modified sirnas and Human Argonaute 2 Using Microsecond Molecular Dynamics Simulations S. Harikrishna* and P. I. Pradeepkumar*

More information

Polymorphism of the Epidermal Growth Factor Receptor Extracellular Ligand Binding Domain: The Dimer Interface Depends on Domain Stabilization

Polymorphism of the Epidermal Growth Factor Receptor Extracellular Ligand Binding Domain: The Dimer Interface Depends on Domain Stabilization pubs.acs.org/biochemistry Polymorphism of the Epidermal Growth Factor Receptor Extracellular Ligand Binding Domain: The Dimer Interface Depends on Domain Stabilization Zhiyong Zhang and Willy Wriggers*,

More information

Expanded View Figures

Expanded View Figures The EMBO Journal Structure of a Dm peptide bound to the OT module Tobias Raisch et al Expanded View Figures A Hs Dm 262 297 685 8 HEAT HEAT MIF4G 9BD 1SHD 761 91 193 169 1152 1317 16 1376 1467 HEAT HEAT

More information

Bioengineering & Bioinformatics Summer Institute, Dept. Computational Biology, University of Pittsburgh, PGH, PA

Bioengineering & Bioinformatics Summer Institute, Dept. Computational Biology, University of Pittsburgh, PGH, PA Pharmacophore Model Development for the Identification of Novel Acetylcholinesterase Inhibitors Edwin Kamau Dept Chem & Biochem Kennesa State Uni ersit Kennesa GA 30144 Dept. Chem. & Biochem. Kennesaw

More information

T H E J O U R N A L O F G E N E R A L P H Y S I O L O G Y. jgp

T H E J O U R N A L O F G E N E R A L P H Y S I O L O G Y. jgp S u p p l e m e n ta l m at e r i a l jgp Lee et al., http://www.jgp.org/cgi/content/full/jgp.201411219/dc1 T H E J O U R N A L O F G E N E R A L P H Y S I O L O G Y S u p p l e m e n ta l D I S C U S

More information

0.8 b

0.8 b k z (Å -1 ).8 a.6 - - -.6 1 3 q CDW.5 1. FS weight -.8 -.8 -.8.8 b.6 1 3 - - -.6 -.8.1.3-1 -1 DOS (states ev u.c. ) -1 Band Energy (evu.c. ) 4 3 1 55 54 53 5 c d w/ CDW w/o CDW -.6 - - E Supplementary

More information

Preparing a PDB File

Preparing a PDB File Figure 1: Schematic view of the ligand-binding domain from the vitamin D receptor (PDB file 1IE9). The crystallographic waters are shown as small spheres and the bound ligand is shown as a CPK model. HO

More information

Experimental and Computational Mutagenesis to Investigate the. Positioning of a General Base within an Enzyme Active Site

Experimental and Computational Mutagenesis to Investigate the. Positioning of a General Base within an Enzyme Active Site Experimental and Computational Mutagenesis to Investigate the Positioning of a General Base within an Enzyme Active Site Jason P. Schwans, Philip Hanoian, Benjamin J. Lengerich, Fanny Sunden, Ana Gonzalez

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION SUPPLEMENTARY INFORMATION Structure of human carbamoyl phosphate synthetase: deciphering the on/off switch of human ureagenesis Sergio de Cima, Luis M. Polo, Carmen Díez-Fernández, Ana I. Martínez, Javier

More information

Supplementary Figures

Supplementary Figures 1 Supplementary Figures Supplementary Figure 1 Type I FGFR1 inhibitors (a) Chemical structures of a pyrazolylaminopyrimidine inhibitor (henceforth referred to as PAPI; PDB-code of the FGFR1-PAPI complex:

More information

SUPPLEMENTARY MATERIAL FOR

SUPPLEMENTARY MATERIAL FOR SUPPLEMENTARY MATERIAL FOR THE LIPID-BINDING DOMAIN OF WILD TYPE AND MUTANT ALPHA- SYNUCLEIN: COMPACTNESS AND INTERCONVERSION BETWEEN THE BROKEN- AND EXTENDED-HELIX FORMS. Elka R. Georgieva 1, Trudy F.

More information

Computational Modeling of Protein Kinase A and Comparison with Nuclear Magnetic Resonance Data

Computational Modeling of Protein Kinase A and Comparison with Nuclear Magnetic Resonance Data Computational Modeling of Protein Kinase A and Comparison with Nuclear Magnetic Resonance Data ABSTRACT Keyword Lei Shi 1 Advisor: Gianluigi Veglia 1,2 Department of Chemistry 1, & Biochemistry, Molecular

More information

Structural Dynamics of MHC Class II HLA-DR Molecules: A Theoretical Perspective

Structural Dynamics of MHC Class II HLA-DR Molecules: A Theoretical Perspective Structural Dynamics of MHC Class II HLA-DR Molecules: A Theoretical Perspective R. Sree Latha, P.Myvizhi Department of Physics, Bharath University Chennai, India Department of Physics, Bharath Institute

More information

Structure Investigation of Fam20C, a Golgi Casein Kinase

Structure Investigation of Fam20C, a Golgi Casein Kinase Structure Investigation of Fam20C, a Golgi Casein Kinase Sharon Grubner National Taiwan University, Dr. Jung-Hsin Lin University of California San Diego, Dr. Rommie Amaro Abstract This research project

More information

Supplementary Information

Supplementary Information Supplementary Information Resveratrol Serves as a Protein-Substrate Interaction Stabilizer in Human SIRT1 Activation Xuben Hou,, David Rooklin, Hao Fang *,,, Yingkai Zhang Department of Medicinal Chemistry

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION doi:10.1038/nature10955 Supplementary Figures Supplementary Figure 1. Electron-density maps and crystallographic dimer structures of the motor domain. (a f) Stereo views of the final electron-density maps

More information

Biophysics 490M Project

Biophysics 490M Project Biophysics 490M Project Dan Han Department of Biochemistry Structure Exploration of aa 3 -type Cytochrome c Oxidase from Rhodobacter sphaeroides I. Introduction: All organisms need energy to live. They

More information

Routine access to millisecond timescale events with accelerated molecular dynamics

Routine access to millisecond timescale events with accelerated molecular dynamics Routine access to millisecond timescale events with accelerated molecular dynamics Levi C.T. Pierce, Romelia Salomon-Ferrer, Cesar Augusto F. de Oliveira #, J. Andrew McCammon #, Ross C. Walker * SUPPORTING

More information

Computational Methods for Mass Spectrometry Proteomics

Computational Methods for Mass Spectrometry Proteomics Computational Methods for Mass Spectrometry Proteomics Eidhammer, Ingvar ISBN-13: 9780470512975 Table of Contents Preface. Acknowledgements. 1 Protein, Proteome, and Proteomics. 1.1 Primary goals for studying

More information

Ж У Р Н А Л С Т Р У К Т У Р Н О Й Х И М И И Том 50, 5 Сентябрь октябрь С

Ж У Р Н А Л С Т Р У К Т У Р Н О Й Х И М И И Том 50, 5 Сентябрь октябрь С Ж У Р Н А Л С Т Р У К Т У Р Н О Й Х И М И И 2009. Том 50, 5 Сентябрь октябрь С. 873 877 UDK 539.27 STRUCTURAL STUDIES OF L-SERYL-L-HISTIDINE DIPEPTIDE BY MEANS OF MOLECULAR MODELING, DFT AND 1 H NMR SPECTROSCOPY

More information

IBiSA_tools Documentation

IBiSA_tools Documentation IBiSA_tools Documentation Release 1.00 Kota Kasahara Oct 24, 2016 CONTENTS 1 About 3 1.1 Authors.................................................. 3 1.2 Citation..................................................

More information

Focus on PNA Flexibility and RNA Binding using Molecular Dynamics and Metadynamics

Focus on PNA Flexibility and RNA Binding using Molecular Dynamics and Metadynamics SUPPLEMENTARY INFORMATION Focus on PNA Flexibility and RNA Binding using Molecular Dynamics and Metadynamics Massimiliano Donato Verona 1, Vincenzo Verdolino 2,3,*, Ferruccio Palazzesi 2,3, and Roberto

More information

Structural basis for catalytically restrictive dynamics of a high-energy enzyme state

Structural basis for catalytically restrictive dynamics of a high-energy enzyme state Supplementary Material Structural basis for catalytically restrictive dynamics of a high-energy enzyme state Michael Kovermann, Jörgen Ådén, Christin Grundström, A. Elisabeth Sauer-Eriksson, Uwe H. Sauer

More information

Protein Simulations in Confined Environments

Protein Simulations in Confined Environments Critical Review Lecture Protein Simulations in Confined Environments Murat Cetinkaya 1, Jorge Sofo 2, Melik C. Demirel 1 1. 2. College of Engineering, Pennsylvania State University, University Park, 16802,

More information

GC and CELPP: Workflows and Insights

GC and CELPP: Workflows and Insights GC and CELPP: Workflows and Insights Xianjin Xu, Zhiwei Ma, Rui Duan, Xiaoqin Zou Dalton Cardiovascular Research Center, Department of Physics and Astronomy, Department of Biochemistry, & Informatics Institute

More information

Cks1 CDK1 CDK1 CDK1 CKS1. are ice- lobe. conserved. conserved

Cks1 CDK1 CDK1 CDK1 CKS1. are ice- lobe. conserved. conserved Cks1 d CKS1 Supplementary Figure 1 The -Cks1 crystal lattice. (a) Schematic of the - Cks1 crystal lattice. -Cks1 crystallizes in a lattice that contains c 4 copies of the t - Cks1 dimer in the crystallographic

More information

This document is downloaded from DR-NTU, Nanyang Technological University Library, Singapore.

This document is downloaded from DR-NTU, Nanyang Technological University Library, Singapore. This document is downloaded from DR-NTU, Nanyang Technological University Library, Singapore. Title Author(s) Citation Coarse-Grained Molecular Modeling of the Solution Structure Ensemble of Dengue Virus

More information

[Urea] (M) k (s -1 )

[Urea] (M) k (s -1 ) BMB178 Fall 2018 Problem Set 1 Due: 10/26/2018, noon Office hour: 10/25/2018, SFL GSR218 7 9 pm Problem 1. Transition state theory (20 points): Consider a unimolecular reaction where a substrate S is converted

More information

Supplementary Information. Overlap between folding and functional energy landscapes for. adenylate kinase conformational change

Supplementary Information. Overlap between folding and functional energy landscapes for. adenylate kinase conformational change Supplementary Information Overlap between folding and functional energy landscapes for adenylate kinase conformational change by Ulrika Olsson & Magnus Wolf-Watz Contents: 1. Supplementary Note 2. Supplementary

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION doi:10.1038/nature17991 Supplementary Discussion Structural comparison with E. coli EmrE The DMT superfamily includes a wide variety of transporters with 4-10 TM segments 1. Since the subfamilies of the

More information

Table S1 Crystallographic data and structure refinement for complexes 1 and 2. Complex H 2 O

Table S1 Crystallographic data and structure refinement for complexes 1 and 2. Complex H 2 O Electronic Supplementary Information: Ternary oxovanadium(iv) complexes of ONO-donor Schiff base and polypyridyl derivatives as protein tyrosine phosphatase inhibitors: synthesis, characterization and

More information

StructuralBiology. October 18, 2018

StructuralBiology. October 18, 2018 StructuralBiology October 18, 2018 1 Lecture 18: Computational Structural Biology CBIO (CSCI) 4835/6835: Introduction to Computational Biology 1.1 Overview and Objectives Even though we re officially moving

More information

SUPPLEMENTARY INFORMATION. doi: /nature07461

SUPPLEMENTARY INFORMATION. doi: /nature07461 Figure S1 Electrophysiology. a ph-activation of. Two-electrode voltage clamp recordings of Xenopus oocytes expressing in comparison to waterinjected oocytes. Currents were recorded at 40 mv. The ph of

More information

Molecular Modeling Lecture 7. Homology modeling insertions/deletions manual realignment

Molecular Modeling Lecture 7. Homology modeling insertions/deletions manual realignment Molecular Modeling 2018-- Lecture 7 Homology modeling insertions/deletions manual realignment Homology modeling also called comparative modeling Sequences that have similar sequence have similar structure.

More information

Full wwpdb/emdatabank EM Map/Model Validation Report i

Full wwpdb/emdatabank EM Map/Model Validation Report i Full wwpdb/emdatabank EM Map/Model Validation Report i Sep 25, 2018 07:01 PM EDT PDB ID : 6C0V EMDB ID: : EMD-7325 Title : Molecular structure of human P-glycoprotein in the ATP-bound, outwardfacing conformation

More information

Supporting Information

Supporting Information Supporting Information Copyright Wiley-VCH Verlag GmbH & Co. KGaA, 69451 Weinheim, 2014 An Ensemble of Rapidly Interconverting Orientations in Electrostatic Protein Peptide Complexes Characterized by NMR

More information

C a h p a t p e t r e r 6 E z n y z m y e m s

C a h p a t p e t r e r 6 E z n y z m y e m s Chapter 6 Enzymes 4. Examples of enzymatic reactions acid-base catalysis: give and take protons covalent catalysis: a transient covalent bond is formed between the enzyme and the substrate metal ion catalysis:

More information

BIOCHEMISTRY Course Outline (Fall, 2011)

BIOCHEMISTRY Course Outline (Fall, 2011) BIOCHEMISTRY 402 - Course Outline (Fall, 2011) Number OVERVIEW OF LECTURE TOPICS: of Lectures INSTRUCTOR 1. Structural Components of Proteins G. Brayer (a) Amino Acids and the Polypeptide Chain Backbone...2

More information

Overview & Applications. T. Lezon Hands-on Workshop in Computational Biophysics Pittsburgh Supercomputing Center 04 June, 2015

Overview & Applications. T. Lezon Hands-on Workshop in Computational Biophysics Pittsburgh Supercomputing Center 04 June, 2015 Overview & Applications T. Lezon Hands-on Workshop in Computational Biophysics Pittsburgh Supercomputing Center 4 June, 215 Simulations still take time Bakan et al. Bioinformatics 211. Coarse-grained Elastic

More information

Clara Deser*, James W. Hurrell and Adam S. Phillips. Climate and Global Dynamics Division. National Center for Atmospheric Research

Clara Deser*, James W. Hurrell and Adam S. Phillips. Climate and Global Dynamics Division. National Center for Atmospheric Research 1 2 Supplemental Material 3 4 5 The Role of the North Atlantic Oscillation in European Climate Projections 6 7 Clara Deser*, James W. Hurrell and Adam S. Phillips 8 9 10 11 Climate and Global Dynamics

More information

Analyzing Molecular Conformations Using the Cambridge Structural Database. Jason Cole Cambridge Crystallographic Data Centre

Analyzing Molecular Conformations Using the Cambridge Structural Database. Jason Cole Cambridge Crystallographic Data Centre Analyzing Molecular Conformations Using the Cambridge Structural Database Jason Cole Cambridge Crystallographic Data Centre 1 The Cambridge Structural Database (CSD) 905,284* USOPEZ a natural product intermediate,

More information

The Molecular Dynamics Method

The Molecular Dynamics Method The Molecular Dynamics Method Thermal motion of a lipid bilayer Water permeation through channels Selective sugar transport Potential Energy (hyper)surface What is Force? Energy U(x) F = d dx U(x) Conformation

More information

Goals. Structural Analysis of the EGR Family of Transcription Factors: Templates for Predicting Protein DNA Interactions

Goals. Structural Analysis of the EGR Family of Transcription Factors: Templates for Predicting Protein DNA Interactions Structural Analysis of the EGR Family of Transcription Factors: Templates for Predicting Protein DNA Interactions Jamie Duke 1,2 and Carlos Camacho 3 1 Bioengineering and Bioinformatics Summer Institute,

More information

Supplementary Figures. Measuring Similarity Between Dynamic Ensembles of Biomolecules

Supplementary Figures. Measuring Similarity Between Dynamic Ensembles of Biomolecules Supplementary Figures Measuring Similarity Between Dynamic Ensembles of Biomolecules Shan Yang, Loïc Salmon 2, and Hashim M. Al-Hashimi 3*. Department of Chemistry, University of Michigan, Ann Arbor, MI,

More information

The Fic protein Doc uses an inverted substrate to phosphorylate and. inactivate EF-Tu

The Fic protein Doc uses an inverted substrate to phosphorylate and. inactivate EF-Tu The Fic protein Doc uses an inverted substrate to phosphorylate and inactivate EF-Tu Daniel Castro-Roa 1, Abel Garcia-Pino 2,3 *, Steven De Gieter 2,3, Nico A.J. van Nuland 2,3, Remy Loris 2,3, Nikolay

More information

Dock Ligands from a 2D Molecule Sketch

Dock Ligands from a 2D Molecule Sketch Dock Ligands from a 2D Molecule Sketch March 31, 2016 Sample to Insight CLC bio, a QIAGEN Company Silkeborgvej 2 Prismet 8000 Aarhus C Denmark Telephone: +45 70 22 32 44 www.clcbio.com support-clcbio@qiagen.com

More information

Table 1. Kinetic data obtained from SPR analysis of domain 11 mutants interacting with IGF-II. Kinetic parameters K D 1.

Table 1. Kinetic data obtained from SPR analysis of domain 11 mutants interacting with IGF-II. Kinetic parameters K D 1. Kinetics and Thermodynamics of the Insulin-like Growth Factor II (IGF-II) Interaction with IGF-II/Mannose 6-phosphate Receptor and the function of CD and AB Loop Solvent-exposed Residues. Research Team:

More information

Free energy simulations

Free energy simulations Free energy simulations Marcus Elstner and Tomáš Kubař January 14, 2013 Motivation a physical quantity that is of most interest in chemistry? free energies Helmholtz F or Gibbs G holy grail of computational

More information

Experimental Techniques in Protein Structure Determination

Experimental Techniques in Protein Structure Determination Experimental Techniques in Protein Structure Determination Homayoun Valafar Department of Computer Science and Engineering, USC Two Main Experimental Methods X-Ray crystallography Nuclear Magnetic Resonance

More information

Medical Imaging Signals and Systems Jerry L. Prince and Jonathan M. Links Upper Saddle River, NJ: Pearson Prentice Hall, 2006

Medical Imaging Signals and Systems Jerry L. Prince and Jonathan M. Links Upper Saddle River, NJ: Pearson Prentice Hall, 2006 i Medical Imaging Signals and Systems Jerry L. Prince and Jonathan M. Links Upper Saddle River, NJ: Pearson Prentice Hall, 2006 Errata, Version 1.02, August 8, 2006 This errata applies to the first printing

More information

MD Simulation in Pose Refinement and Scoring Using AMBER Workflows

MD Simulation in Pose Refinement and Scoring Using AMBER Workflows MD Simulation in Pose Refinement and Scoring Using AMBER Workflows Yuan Hu (On behalf of Merck D3R Team) D3R Grand Challenge 2 Webinar Department of Chemistry, Modeling & Informatics Merck Research Laboratories,

More information