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Transcript of Molecular Simulations: Applications in Biology Structure of Biomolecules: An Overview Dr. R....
![Page 1: Molecular Simulations: Applications in Biology Structure of Biomolecules: An Overview Dr. R. Sankararamakrishnan Department of Biological Sciences & Bioengineering.](https://reader035.fdocuments.in/reader035/viewer/2022062716/56649e155503460f94b0011c/html5/thumbnails/1.jpg)
Molecular Simulations: Applications in Biology
Structure of Biomolecules: An Overview
Dr. R. SankararamakrishnanDepartment of Biological Sciences & Bioengineering
Indian Institute of Technology, Kanpur
Understanding Molecular Simulations: Theory and Applications UMS2010
11th November 2010
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Outline of this talk
What are Biomolecules?Significance of knowing the structure of a biomolecule?
Why simulate a biomolecule?
What is the current status?
Biomolecular simulation: An
example
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Biopolymers Building Blocks
Proteins Amino acids
Nucleic acids Nucleotides
Carbohydrates Sugars
Lipids Fatty acids
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Trypsin, Chmytrypsin – enzymes
Hemoglobin, Myoglobin – transports oxygen
Transferrin – transports iron
Ferritin – stores iron
Myosin, Actin – muscle contraction
Collagen – strength of skin and bone
Rhodopsin – light-sensitive protein
Acetylcholine receptor – responsible for transmitting nerve impluses
Antibodies – recognize foreign substances
Repressor and growth factor proetins
Proteins play crucial roles in all biological processes
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Proteins are made up of 20 amino acids
NH2
H C COOH
R
R varies in size, shape, charge, hydrogen-bonding capacity and chemical reactivity.
Only L-amino acids are constituents of proteins
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No
np
olar an
d h
ydro
ph
ob
ic
AcidicBasic
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20 amino acids are linked into proteins by peptide bond
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Peptide bond has partial double-bonded character and its rotation is restricted.
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Polypeptide backbone is a repetition of basic unit common to all amino acids
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Frequently encountered terms Frequently encountered terms in protein structurein protein structure
•Backbone
•Side chain
•Residue
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A Ala alanine
C Cys cysteine
D Asp aspartic acid
E Glu glutamic acid
F Phe phenylalanine
G Gly glycine
H His histidine
I Ile isoleucine
K Lys lysine
L Leu leucine
M Met methionine
N Asn asparagine
P Pro proline
Q Gln glutamine
R Arg arginine
S Ser serine
T Thr threonine
V Val valine
W Trp tryptophan
Y Tyr tyrosine
One letter and three-letter codes for amino acids
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Proteins can exist in two types of environments
Globular proteins
Membrane proteins – Dr. Satyavani
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Each protein has a characteristic three-dimensional structure which is important for
its function
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Protein Structure: Four Basic Levels
Primary Structure
Secondary Structure
Tertiary Structure
Quaternary Structure
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Protein – Primary Structure
•Linear amino acid sequence•Determines all its chemical and biological properties•Specifies higher levels of protein structure (secondary, tertiary and quaternary)
Most proteins contain between ~200 to ~500 residues
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SETVPPAPAASAAPEKPLAGKKAKKPAKAAAASKKKPAGPSVSELIVQAASSSKERGGVSLAALKKALAAAGYDVEKNNSRIKLGIKSLVSKGTLVQTKGTGASGSFKLNKKASSVETKPGASKVATKTKATGASKKLKKATGASKKSVKTPKKAKKPAATRKSSKNPKKPKTVKPKKVAKSPAKAKAVKPKAAKARVTKPKTAKPKKAAPKKK
Histone (human)
MNGTEGPNFYVPFSNATGVVRSPFEYPQYYLAEPWQFSMLAAYMFLLIVLGFPINFLTLYVTVQHKKLRTPLNYILLNLAVADLFMVLGGFTSTLYTSLHGYFVFGPTGCNLEGFFATLGGEIALWSLVVLAIERYVVVCKPMSNFRFGENHAIMGVAFTWVMALACAAPPLAGWSRYIPEGLQCSCGIDYYTLKPEVNNESFVIYMFVVHFTIPMIIIFFCYGQLVFTVKEAAAQQQESATTQKAEKEVTRMIIMVIAFLICWVPYASVAFYIFTHQGSNFGPIFMTIPAFFAKSAAIYNPVIYIMMNKQFRNCMLTTICCGKNPLGDDEASATVSKTETSQVAPA
Rhodopsin (human)
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Thrombin
Heavy chain:IVEGSDAEIGMSPWQVMLFRKSPQELLCGASLISDRWVLTAAHCLLYPPWDKNFTENDLLVRIGKHSRTRYERNIEKISMLEKIYIHPRYNWRENLDRDIALMKLKKPVAFSDYIHVCLPDRETAASLLQAGYKGRVTGWGNLKETWTANVGKGQPSVLQVVNLPIVERPVCKDSTRIRITDNMFCAGYKPDEGKRGDACEGDSGGPFVMKSPFNNRWYQMGIVSWGEGCDRDGKYGFY THVFRLKKWIQKVIDQFGE
Light Chain: TFGSGEADCGLRPLFEKKSLEDKTERELLESYIDGR
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Thrombin Structure
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Thrombin Structure
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Primary to Secondary structure
Importance of Dihedral Angle
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Dihedral angles , and
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= 180; = 180 = 0; = 0
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Limiting distances for various interatomic contacts
Types of contact Normal Limit Extreme Limit
H…H 2.0 1.9
H…O 2.4 2.2
H…N 2.4 2.2
H…C 2.4 2.2
O…O 2.7 2.6
O…N 2.7 2.6
O…C 2.8 2.7
N…N 2.7 2.6
N…C 2.9 2.8
C…C 3.0 2.9
C…C(H) 3.2 3.0
C(H)…C(H) 3.2 3.0
Ramachandran & Sasisekharan (1968) Adv. Protein Chem.
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Ramachandran PlotData from 500 high-resolution proteins
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Secondary Structure-helix
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-helix
3.6 residues per turnTranslation per residue 1.5 ÅTranslation 5.4 Å per turnC=O (i) … H-N (i+4) = -57°; = -47° (classical value) = -62°; = -41° (crystal structures)Preference of residues in helixCan proline occur in a helix? Average helix length ~ 10 residues
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Antiparallel -sheet
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Parallel -sheet
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-strand
Polypeptide fully extended2.0 residues per turnTranslation 3.4Å per residueStable when incorporated into a -sheetH-bonds between peptide groups of adjacent strandsAdjacent strands can be parallel or antiparallel
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Turns
Secondary structures are connected by loop regionsLengths vary; shapes irregularLoop regions are at the surface of the moleculeRich in charged and polar hydrophilic residuesRole: connecting units; binding sites; enzyme active sitesLoops are often flexible; adopt different conformations
-turns: Type I, Type II etc.-turns; classical, inverse
G.D. Rose et al., Adv. Protein Chemistry 37 (1989) 1-109
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Structure Determination: Experimental Methods
http://www.uni-duesseldorf.de/home/Fakultaeten/math_nat/Graduiertenkollegs/biostruct/Research/BioStruct_Groups/AG_Groth/expertise.html
X-ray crystallography
NMR
http://www.dbs.nus.edu.sg/staff/henry.htm
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Growth of Protein Data Bank
http://www.pdb.org26,880 structures (24/8/2003)32,355 structures (25/8/2005)38,198 structures (15/8/2006)45,055 structures (7/8/2007)52,402 structures (12/8/2008)59,330 structures (7/8/2009)67,131 structures (10/08/2010)
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Motifs
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Main Classes of Protein Structures
domains
domains
/ domains
+ domains
Disulfide bonds/metal atoms
-helices
Antiparallel -sheets
Combinations of -- motifs
Discrete and motifs
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Coiled-coil
Four-helix bundle
Large alpha-helical domain
Globin fold
Alpha-domain
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TIM-barrel
Rossman fold
Horseshoe fold
α/β structures
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Up-and-down beta-barrel
Greek-keyBeta-helix
β-domain
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Is knowledge of 3-D structure enough to understand the function?
What we don’t know?
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Example 1: Myoglobin
Breathing motions in myoglobin opens up pathways for oxygen atoms to enter its binding site or diffuse out
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Example 2: Rhodopsin
GPCRs like rhodopsin undergo conformational changes during signal transduction
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Example 3: Calmodulin
Largest ligand-induced interdomain motion known in proteins
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Example 4: Hemagglutinin
Hemagglutinin from influenza virus undergoes large conformational changes
At low PH, the N-terminal helix moves 100 Å to bring the fusion peptide closer to the host cell membrane
Branden & Tooze
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Experimentally determined structures are static
They represent the average structure of an ensemble of structures
They do not provide the dynamic picture of a biomolecule
Molecular dynamics is one way to understand the conformational flexibility of a biomolecule and its functional relevance
Why Molecular Dynamics?
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•Local Motions (0.01 to 5 Å, 10-15 to 10-1 s) •Atomic fluctuations •Sidechain Motions •Loop Motions
•Rigid Body Motions (1 to 10Å, 10-9 to 1s) •Helix Motions •Domain Motions (hinge bending) •Subunit motions
•Large-Scale Motions (> 5Å, 10-7 to 104 s) •Helix coil transitions •Dissociation/Association •Folding and Unfolding
Biological molecules exhibit a wide range of time scales over which specific processes
http://cmm.info.nih.gov/modeling/guide_documents/molecular_dynamics_document.html
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Potential Energy Function (Equations)
• Potential Energy is given by the sum of these contributions:
)](cos1[)(
)()(
02
0
20
20
nAk
kllkRV
torsions
n
impropers
anglesbonds
lbonded
ijr
ji
ij
ij
ij
ij
ji
nonbonded r
r
r
r
rijRV
0
6min
12min
4])(2)[(()(
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Calculate Energy ‘E’ using the potential Energy function
Calculate Force by differentiating the potential Energy
Calculate Acceleration ‘a’ using Newton’s second Law
Calculate Velocity at a later time ‘t+dt’
Calculate Position at a later time ‘t+dt’
Calculate Energy at new position.
Create a Trajectory by repeating the above steps ‘n’ number of times.
Molecular Dynamics
http://cmm.info.nih.gov/modeling/guide_documents/molecular_dynamics_document.html
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Some Popular Simulation Force Fields
AMBER (Assisted Model Building with Energy Refinement)
CHARMm (Chemistry at HARvard Macromolecular Mechanics)
CVFF (Consistent-Valence Force Field)
GROMOS (GROningen MOlecular Simulation package)
OPLS (Optimized Potentials for Liquid Simulations)
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First Biomolecular simulation was performed in 1977
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Complete virus: 1 million atoms(Freddolino et al., 2006)
Arrays of light-harvesting proteins – 1 million atoms (Chandler et al., 2008)
Simulations reaching the million-atom mark
BAR domain proteins – 2.3 million atoms (Yin et al., 2009)
The flagellum – 2.4 million atoms (Kitao et al., 2006)
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Gumbart et al. (2009)
2.7 million atoms
50 ns simulation
MD of protein-conducting channel bound to ribosome
Largest system simulated to date
Bacterial ribosomes are important targets for antibiotics
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Biomolecular structures should be simulated under native environment
Simulation conditions should be similar to that observed under physiological conditions
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Bcl-XL-Bak
340 nm
Bcl-XL-Bad
0.6 nm
Bcl-XL-Bim
9.2 nm
Bcl-XL protein has different affinities for different BH3 pro-apoptotic peptides
What are the factors that contribute to the different affinities of Bcl-XL?
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RMSD Analysis
Lama and Sankararamakrishnan, Proteins (2008)
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Distance between helix H3 and the BH3 peptide
Bak peptide moves away from helix H3 Lama and Sankararamakrishnan, Proteins
(2008)
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Protein-peptide interactions
Lama and Sankararamakrishnan, Proteins (2008)
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Anjali Bansal
Dilraj Lama
Alok Jain
Tuhin Kumar Pal
Priyanka Srivastava
Vivek Modi
Ravi Kumar Verma
Krishna Deepak
Phani Deep
DST, DBT, CSIR, MHRD
Acknowledgements