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Volumn 11, Issue 7, 2015, Pages

Markov State Models Reveal a Two-Step Mechanism of miRNA Loading into the Human Argonaute Protein: Selective Binding followed by Structural Re-arrangement

Author keywords

[No Author keywords available]

Indexed keywords

MOLECULAR DYNAMICS; MOLECULAR RECOGNITION; PROTEINS;

EID: 84938651561     PISSN: 1553734X     EISSN: 15537358     Source Type: Journal    
DOI: 10.1371/journal.pcbi.1004404     Document Type: Article
Times cited : (51)

References (89)
  • 1
    • 67650519133 scopus 로고    scopus 로고
    • The RNA-induced Silencing Complex: A Versatile Gene-silencing Machine
    • Pratt AJ, MacRae IJ, (2009) The RNA-induced Silencing Complex: A Versatile Gene-silencing Machine. J Biol Chem 284: 17897–17901. doi: 10.1074/jbc.R900012200 19342379
    • (2009) J Biol Chem , vol.284 , pp. 17897-17901
    • Pratt, A.J.1    MacRae, I.J.2
  • 2
    • 58249090017 scopus 로고    scopus 로고
    • The evolution of RNAi as a defence against viruses and transposable elements
    • Obbard DJ, Gordon KHJ, Buck AH, Jiggins FM, (2009) The evolution of RNAi as a defence against viruses and transposable elements. Philos Trans R Soc, B 364: 99–115. doi: 10.1098/rstb.2008.0168 18926973
    • (2009) Philos Trans R Soc , vol.364 , pp. 99-115
    • Obbard, D.J.1    Gordon, K.H.J.2    Buck, A.H.3    Jiggins, F.M.4
  • 3
    • 77749322701 scopus 로고    scopus 로고
    • Structural insights into RNA interference
    • Sashital DG, Doudna JA, (2010) Structural insights into RNA interference. Curr Opin Struct Biol 20: 90–97. doi: 10.1016/j.sbi.2009.12.001 20053548
    • (2010) Curr Opin Struct Biol , vol.20 , pp. 90-97
    • Sashital, D.G.1    Doudna, J.A.2
  • 4
    • 84877766936 scopus 로고    scopus 로고
    • Molecular Mechanisms of RNA Interference
    • Wilson RC, Doudna JA, (2013) Molecular Mechanisms of RNA Interference. Annu Rev Biophys 42: 217–239. doi: 10.1146/annurev-biophys-083012-130404 23654304
    • (2013) Annu Rev Biophys , vol.42 , pp. 217-239
    • Wilson, R.C.1    Doudna, J.A.2
  • 6
    • 77954310919 scopus 로고    scopus 로고
    • Making RISC
    • Kawamata T, Tomari Y, (2010) Making RISC. Trends Biochem Sci 35: 368–376. doi: 10.1016/j.tibs.2010.03.009 20395147
    • (2010) Trends Biochem Sci , vol.35 , pp. 368-376
    • Kawamata, T.1    Tomari, Y.2
  • 7
    • 84864761149 scopus 로고    scopus 로고
    • Ancestral Roles of Small RNAs: An Ago-Centric Perspective
    • Joshua-Tor L, Hannon GJ, (2011) Ancestral Roles of Small RNAs: An Ago-Centric Perspective. Cold Spring Harbor Perspect Biol 3: a003772. doi: 10.1101/cshperspect.a003772 20810548
    • (2011) Cold Spring Harbor Perspect Biol , vol.3 , pp. a003772
    • Joshua-Tor, L.1    Hannon, G.J.2
  • 8
    • 84863677774 scopus 로고    scopus 로고
    • The true core of RNA silencing revealed
    • Sasaki HM, Tomari Y, (2012) The true core of RNA silencing revealed. Nat Struct Mol Biol 19: 657–660. doi: 10.1038/nsmb.2302 22767235
    • (2012) Nat Struct Mol Biol , vol.19 , pp. 657-660
    • Sasaki, H.M.1    Tomari, Y.2
  • 9
    • 84879414849 scopus 로고    scopus 로고
    • Argonaute proteins: functional insights and emerging roles
    • Meister G, (2013) Argonaute proteins: functional insights and emerging roles. Nat Rev Genet 14: 447–459. doi: 10.1038/nrg3462 23732335
    • (2013) Nat Rev Genet , vol.14 , pp. 447-459
    • Meister, G.1
  • 10
    • 57749206034 scopus 로고    scopus 로고
    • Structure of an argonaute silencing complex with a seed-containing guide DNA and target RNA duplex
    • Wang YL, Juranek S, Li HT, Sheng G, Tuschl T, et al. (2008) Structure of an argonaute silencing complex with a seed-containing guide DNA and target RNA duplex. Nature 456: 921–926. doi: 10.1038/nature07666 19092929
    • (2008) Nature , vol.456 , pp. 921-926
    • Wang, Y.L.1    Juranek, S.2    Li, H.T.3    Sheng, G.4    Tuschl, T.5
  • 11
    • 70349961432 scopus 로고    scopus 로고
    • Nucleation, propagation and cleavage of target RNAs in Ago silencing complexes
    • Wang YL, Juranek S, Li HT, Sheng G, Wardle GS, et al. (2009) Nucleation, propagation and cleavage of target RNAs in Ago silencing complexes. Nature 461: 754–U753. doi: 10.1038/nature08434 19812667
    • (2009) Nature , vol.461 , pp. U753-754
    • Wang, Y.L.1    Juranek, S.2    Li, H.T.3    Sheng, G.4    Wardle, G.S.5
  • 12
    • 56249145105 scopus 로고    scopus 로고
    • Structure of the guide-strand-containing argonaute silencing complex
    • Wang YL, Sheng G, Juranek S, Tuschl T, Patel DJ, (2008) Structure of the guide-strand-containing argonaute silencing complex. Nature 456: 209–213. doi: 10.1038/nature07315 18754009
    • (2008) Nature , vol.456 , pp. 209-213
    • Wang, Y.L.1    Sheng, G.2    Juranek, S.3    Tuschl, T.4    Patel, D.J.5
  • 13
    • 11844278458 scopus 로고    scopus 로고
    • Conserved seed pairing, often flanked by adenosines, indicates that thousands of human genes are microRNA targets
    • Lewis BP, Burge CB, Bartel DP, (2005) Conserved seed pairing, often flanked by adenosines, indicates that thousands of human genes are microRNA targets. Cell 120: 15–20. 15652477
    • (2005) Cell , vol.120 , pp. 15-20
    • Lewis, B.P.1    Burge, C.B.2    Bartel, D.P.3
  • 14
    • 45849095711 scopus 로고    scopus 로고
    • Characterization of endogenous human Argonautes and their miRNA partners in RNA silencing
    • Azuma-Mukai A, Oguri H, Mituyama T, Qian ZR, Asai K, et al. (2008) Characterization of endogenous human Argonautes and their miRNA partners in RNA silencing. Proc Natl Acad Sci U S A 105: 7964–7969. doi: 10.1073/pnas.0800334105 18524951
    • (2008) Proc Natl Acad Sci U S A , vol.105 , pp. 7964-7969
    • Azuma-Mukai, A.1    Oguri, H.2    Mituyama, T.3    Qian, Z.R.4    Asai, K.5
  • 15
    • 84866625196 scopus 로고    scopus 로고
    • Distinct AGO1 and AGO2 associated miRNA profiles in human cells and blood plasma
    • Turchinovich A, Burwinkel B, (2012) Distinct AGO1 and AGO2 associated miRNA profiles in human cells and blood plasma. RNA Biol 9: 1066–1075. doi: 10.4161/rna.21083 22858679
    • (2012) RNA Biol , vol.9 , pp. 1066-1075
    • Turchinovich, A.1    Burwinkel, B.2
  • 16
    • 84868097965 scopus 로고    scopus 로고
    • microRNAs associated with the different human Argonaute proteins
    • Dueck A, Ziegler C, Eichner A, Berezikov E, Meister G, (2012) microRNAs associated with the different human Argonaute proteins. Nucleic Acids Res 40: 9850–9862. doi: 10.1093/nar/gks705 22844086
    • (2012) Nucleic Acids Res , vol.40 , pp. 9850-9862
    • Dueck, A.1    Ziegler, C.2    Eichner, A.3    Berezikov, E.4    Meister, G.5
  • 18
    • 77949658280 scopus 로고    scopus 로고
    • Regression of murine lung tumors by the let-7 microRNA
    • Trang P, Medina PP, Wiggins JF, Ruffino L, Kelnar K, et al. (2009) Regression of murine lung tumors by the let-7 microRNA. J Thorac Oncol 29: 1580–1587. doi: 10.1038/onc.2009.445 19966857
    • (2009) J Thorac Oncol , vol.29 , pp. 1580-1587
    • Trang, P.1    Medina, P.P.2    Wiggins, J.F.3    Ruffino, L.4    Kelnar, K.5
  • 19
    • 83255186696 scopus 로고    scopus 로고
    • MicroRNA therapeutics
    • Broderick JA, Zamore PD, (2011) MicroRNA therapeutics. Gene Ther 18: 1104–1110. doi: 10.1038/gt.2011.50 21525952
    • (2011) Gene Ther , vol.18 , pp. 1104-1110
    • Broderick, J.A.1    Zamore, P.D.2
  • 20
    • 69549120472 scopus 로고    scopus 로고
    • Conformational selection or induced fit: A flux description of reaction mechanism
    • Hammes GG, Chang YC, Oas TG, (2009) Conformational selection or induced fit: A flux description of reaction mechanism. Proc Natl Acad Sci U S A 106: 13737–13741. doi: 10.1073/pnas.0907195106 19666553
    • (2009) Proc Natl Acad Sci U S A , vol.106 , pp. 13737-13741
    • Hammes, G.G.1    Chang, Y.C.2    Oas, T.G.3
  • 21
    • 77957231785 scopus 로고    scopus 로고
    • Induced fit, conformational selection and independent dynamic segments: an extended view of binding events
    • Csermely P, Palotai R, Nussinov R, (2010) Induced fit, conformational selection and independent dynamic segments: an extended view of binding events. Trends Biochem Sci 35: 539–546. doi: 10.1016/j.tibs.2010.04.009 20541943
    • (2010) Trends Biochem Sci , vol.35 , pp. 539-546
    • Csermely, P.1    Palotai, R.2    Nussinov, R.3
  • 22
    • 0026320866 scopus 로고
    • The Energy Landscapes and Motions of Proteins
    • Frauenfelder H, Sligar SG, Wolynes PG, (1991) The Energy Landscapes and Motions of Proteins. Science 254: 1598–1603. 1749933
    • (1991) Science , vol.254 , pp. 1598-1603
    • Frauenfelder, H.1    Sligar, S.G.2    Wolynes, P.G.3
  • 23
    • 0032824805 scopus 로고    scopus 로고
    • Folding funnels and binding mechanisms
    • Ma BY, Kumar S, Tsai CJ, Nussinov R, (1999) Folding funnels and binding mechanisms. Protein Eng 12: 713–720. 10506280
    • (1999) Protein Eng , vol.12 , pp. 713-720
    • Ma, B.Y.1    Kumar, S.2    Tsai, C.J.3    Nussinov, R.4
  • 24
    • 0033056708 scopus 로고    scopus 로고
    • Folding funnels, binding funnels, and protein function
    • Tsai CJ, Kumar S, Ma BY, Nussinov R, (1999) Folding funnels, binding funnels, and protein function. Protein Sci 8: 1181–1190. 10386868
    • (1999) Protein Sci , vol.8 , pp. 1181-1190
    • Tsai, C.J.1    Kumar, S.2    Ma, B.Y.3    Nussinov, R.4
  • 25
    • 0001858251 scopus 로고
    • Application of a Theory of Enzyme Specificity to Protein Synthesis
    • Koshland DE, (1958) Application of a Theory of Enzyme Specificity to Protein Synthesis. Proc Natl Acad Sci U S A 44: 98–104. 16590179
    • (1958) Proc Natl Acad Sci U S A , vol.44 , pp. 98-104
    • Koshland, D.E.1
  • 26
    • 79960646885 scopus 로고    scopus 로고
    • Multi-domain conformational selection underlies pre-mRNA splicing regulation by U2AF
    • Mackereth CD, Madl T, Bonnal S, Simon B, Zanier K, et al. (2011) Multi-domain conformational selection underlies pre-mRNA splicing regulation by U2AF. Nature 475: 408–411. doi: 10.1038/nature10171 21753750
    • (2011) Nature , vol.475 , pp. 408-411
    • Mackereth, C.D.1    Madl, T.2    Bonnal, S.3    Simon, B.4    Zanier, K.5
  • 27
    • 0037675852 scopus 로고    scopus 로고
    • Mutual induced fit binding of Xenopus ribosomal protein L5 to 5 S rRNA
    • DiNitto JP, Huber PW, (2003) Mutual induced fit binding of Xenopus ribosomal protein L5 to 5 S rRNA. J Mol Biol 330: 979–992. 12860121
    • (2003) J Mol Biol , vol.330 , pp. 979-992
    • DiNitto, J.P.1    Huber, P.W.2
  • 28
    • 70350340728 scopus 로고    scopus 로고
    • The role of dynamic conformational ensembles in biomolecular recognition
    • Boehr DD, Nussinov R, Wright PE, (2009) The role of dynamic conformational ensembles in biomolecular recognition. Nat Chem Biol 5: 789–796. doi: 10.1038/nchembio.232 19841628
    • (2009) Nat Chem Biol , vol.5 , pp. 789-796
    • Boehr, D.D.1    Nussinov, R.2    Wright, P.E.3
  • 29
    • 77949587817 scopus 로고    scopus 로고
    • From induced fit to conformational selection: a continuum of binding mechanism controlled by the timescale of conformational transitions
    • Zhou HX, (2010) From induced fit to conformational selection: a continuum of binding mechanism controlled by the timescale of conformational transitions. Biophys J 98: L15–17. doi: 10.1016/j.bpj.2009.11.029 20303846
    • (2010) Biophys J , vol.98 , pp. L15-17
    • Zhou, H.X.1
  • 30
    • 84904291286 scopus 로고    scopus 로고
    • Both protein dynamics and ligand concentration can shift the binding mechanism between conformational selection and induced fit
    • Greives N, Zhou HX, (2014) Both protein dynamics and ligand concentration can shift the binding mechanism between conformational selection and induced fit. Proc Natl Acad Sci U S A 111: 10197–10202. doi: 10.1073/pnas.1407545111 24982141
    • (2014) Proc Natl Acad Sci U S A , vol.111 , pp. 10197-10202
    • Greives, N.1    Zhou, H.X.2
  • 31
    • 84862558196 scopus 로고    scopus 로고
    • Structure of yeast Argonaute with guide RNA
    • Nakanishi K, Weinberg DE, Bartel DP, Patel DJ, (2012) Structure of yeast Argonaute with guide RNA. Nature 486: 368–374. doi: 10.1038/nature11211 22722195
    • (2012) Nature , vol.486 , pp. 368-374
    • Nakanishi, K.1    Weinberg, D.E.2    Bartel, D.P.3    Patel, D.J.4
  • 32
    • 84863624199 scopus 로고    scopus 로고
    • The Structure of Human Argonaute-2 in Complex with miR-20a
    • Elkayam E, Kuhn CD, Tocilj A, Haase AD, Greene EM, et al. (2012) The Structure of Human Argonaute-2 in Complex with miR-20a (vol 150, pg 100, 2012). Cell 150: 233–233. doi: 10.1016/j.cell.2012.05.017 22682761
    • (2012) Cell , vol.150 , pp. 233
    • Elkayam, E.1    Kuhn, C.D.2    Tocilj, A.3    Haase, A.D.4    Greene, E.M.5
  • 33
    • 84879799371 scopus 로고    scopus 로고
    • The Making of a Slicer: Activation of Human Argonaute-1
    • Faehnle CR, Elkayam E, Haase AD, Hannon GJ, Joshua-Tor L, (2013) The Making of a Slicer: Activation of Human Argonaute-1. Cell Rep 3: 1901–1909. doi: 10.1016/j.celrep.2013.05.033 23746446
    • (2013) Cell Rep , vol.3 , pp. 1901-1909
    • Faehnle, C.R.1    Elkayam, E.2    Haase, A.D.3    Hannon, G.J.4    Joshua-Tor, L.5
  • 34
    • 84879773090 scopus 로고    scopus 로고
    • Eukaryote-Specific Insertion Elements Control Human ARGONAUTE Slicer Activity
    • Nakanishi K, Ascano M, Gogakos T, Ishibe-Murakami S, Serganov AA, et al. (2013) Eukaryote-Specific Insertion Elements Control Human ARGONAUTE Slicer Activity. Cell Rep 3: 1893–1900. doi: 10.1016/j.celrep.2013.06.010 23809764
    • (2013) Cell Rep , vol.3 , pp. 1893-1900
    • Nakanishi, K.1    Ascano, M.2    Gogakos, T.3    Ishibe-Murakami, S.4    Serganov, A.A.5
  • 35
    • 84887045209 scopus 로고    scopus 로고
    • Minimal mechanistic model of siRNA-dependent target RNA slicing by recombinant human Argonaute 2 protein
    • Deerberg A, Willkomm S, Restle T, (2013) Minimal mechanistic model of siRNA-dependent target RNA slicing by recombinant human Argonaute 2 protein. Proc Natl Acad Sci U S A 110: 17850–17855. doi: 10.1073/pnas.1217838110 24101500
    • (2013) Proc Natl Acad Sci U S A , vol.110 , pp. 17850-17855
    • Deerberg, A.1    Willkomm, S.2    Restle, T.3
  • 36
    • 78049314237 scopus 로고    scopus 로고
    • Mechanism of MicroRNA-Target Interaction: Molecular Dynamics Simulations and Thermodynamics Analysis
    • Wang YH, Li Y, Ma Z, Yang W, Ai CZ, (2010) Mechanism of MicroRNA-Target Interaction: Molecular Dynamics Simulations and Thermodynamics Analysis. PLoS Comput Biol 6: e1000866. doi: 10.1371/journal.pcbi.1000866 20686687
    • (2010) PLoS Comput Biol , vol.6 , pp. e1000866
    • Wang, Y.H.1    Li, Y.2    Ma, Z.3    Yang, W.4    Ai, C.Z.5
  • 37
    • 84866096126 scopus 로고    scopus 로고
    • Molecular dynamics simulations of Ago silencing complexes reveal a large repertoire of admissible 'seed-less' targets
    • Xia Z, Clark P, Huynh T, Loher P, Zhao Y, et al. (2012) Molecular dynamics simulations of Ago silencing complexes reveal a large repertoire of admissible 'seed-less' targets. Sci Rep 2: 569. doi: 10.1038/srep00569 22888400
    • (2012) Sci Rep , vol.2 , pp. 569
    • Xia, Z.1    Clark, P.2    Huynh, T.3    Loher, P.4    Zhao, Y.5
  • 38
    • 84873860467 scopus 로고    scopus 로고
    • Large Domain Motions in Ago Protein Controlled by the Guide DNA-Strand Seed Region Determine the Ago-DNA-mRNA Complex Recognition Process
    • Xia Z, Huynh T, Ren PY, Zhou RH, (2013) Large Domain Motions in Ago Protein Controlled by the Guide DNA-Strand Seed Region Determine the Ago-DNA-mRNA Complex Recognition Process. Plos One 8: e54620. doi: 10.1371/journal.pone.0054620 23382927
    • (2013) Plos One , vol.8 , pp. e54620
    • Xia, Z.1    Huynh, T.2    Ren, P.Y.3    Zhou, R.H.4
  • 39
    • 42149175435 scopus 로고    scopus 로고
    • Transition networks for modeling the kinetics of conformational change in macromolecules
    • Noe F, Fischer S, (2008) Transition networks for modeling the kinetics of conformational change in macromolecules. Curr Opin Struct Biol 18: 154–162. doi: 10.1016/j.sbi.2008.01.008 18378442
    • (2008) Curr Opin Struct Biol , vol.18 , pp. 154-162
    • Noe, F.1    Fischer, S.2
  • 40
    • 34247338100 scopus 로고    scopus 로고
    • Automatic discovery of metastable states for the construction of Markov models of macromolecular conformational dynamics
    • Chodera JD, Singhal N, Pande VS, Dill KA, Swope WC, (2007) Automatic discovery of metastable states for the construction of Markov models of macromolecular conformational dynamics. J Chem Phys 126: 155101. 17461665
    • (2007) J Chem Phys , vol.126 , pp. 155101
    • Chodera, J.D.1    Singhal, N.2    Pande, V.S.3    Dill, K.A.4    Swope, W.C.5
  • 41
    • 78651242947 scopus 로고    scopus 로고
    • Modeling conformational ensembles of slow functional motions in Pin1-WW
    • Morcos F, Chatterjee S, McClendon CL, Brenner PR, Lopez-Rendon R, et al. (2010) Modeling conformational ensembles of slow functional motions in Pin1-WW. PLoS Comput Biol 6: e1001015. doi: 10.1371/journal.pcbi.1001015 21152000
    • (2010) PLoS Comput Biol , vol.6 , pp. e1001015
    • Morcos, F.1    Chatterjee, S.2    McClendon, C.L.3    Brenner, P.R.4    Lopez-Rendon, R.5
  • 42
    • 44949178407 scopus 로고    scopus 로고
    • Coarse master equations for peptide folding dynamics
    • Buchete NV, Hummer G, (2008) Coarse master equations for peptide folding dynamics. J Phys Chem B 112: 6057–6069. doi: 10.1021/jp0761665 18232681
    • (2008) J Phys Chem B , vol.112 , pp. 6057-6069
    • Buchete, N.V.1    Hummer, G.2
  • 43
    • 34848892169 scopus 로고    scopus 로고
    • Simulating replica exchange simulations of protein folding with a kinetic network model
    • Zheng W, Andrec M, Gallicchio E, Levy RM, (2007) Simulating replica exchange simulations of protein folding with a kinetic network model. Proc Natl Acad Sci U S A 104: 15340–15345. 17878309
    • (2007) Proc Natl Acad Sci U S A , vol.104 , pp. 15340-15345
    • Zheng, W.1    Andrec, M.2    Gallicchio, E.3    Levy, R.M.4
  • 44
    • 49849097184 scopus 로고    scopus 로고
    • Building Markov state models along pathways to determine free energies and rates of transitions
    • Pan AC, Roux B, (2008) Building Markov state models along pathways to determine free energies and rates of transitions. J Chem Phys 129: 064107. doi: 10.1063/1.2959573 18715051
    • (2008) J Chem Phys , vol.129 , pp. 064107
    • Pan, A.C.1    Roux, B.2
  • 45
    • 79957488000 scopus 로고    scopus 로고
    • Markov models of molecular kinetics: Generation and validation
    • Prinz JH, Wu H, Sarich M, Keller B, Senne M, et al. (2011) Markov models of molecular kinetics: Generation and validation. J Chem Phys 134: 174105. doi: 10.1063/1.3565032 21548671
    • (2011) J Chem Phys , vol.134 , pp. 174105
    • Prinz, J.H.1    Wu, H.2    Sarich, M.3    Keller, B.4    Senne, M.5
  • 46
    • 2442519473 scopus 로고    scopus 로고
    • Biomolecular Conformations as Metastable Sets of Markov Chains. Proceedings of the 38th Annual Allerton Conference on Communication
    • Schütte C, Huisinga W (2000) Biomolecular Conformations as Metastable Sets of Markov Chains. Proceedings of the 38th Annual Allerton Conference on Communication, Control, and Computing. pp. 1106–1115.
    • (2000) Control, and Computing , pp. 1106-1115
    • Schütte, C.1    Huisinga, W.2
  • 48
    • 84886081379 scopus 로고    scopus 로고
    • Identification of slow molecular order parameters for Markov model construction
    • Perez-Hernandez G, Paul F, Giorgino T, De Fabritiis G, Noe F, (2013) Identification of slow molecular order parameters for Markov model construction. J Chem Phys 139: 015102. doi: 10.1063/1.4811489 23822324
    • (2013) J Chem Phys , vol.139 , pp. 015102
    • Perez-Hernandez, G.1    Paul, F.2    Giorgino, T.3    De Fabritiis, G.4    Noe, F.5
  • 49
    • 84867385671 scopus 로고    scopus 로고
    • Identifying Metastable States of Folding Proteins
    • Jain A, Stock G, (2012) Identifying Metastable States of Folding Proteins. J Chem Theory Comput 8: 3810–3819.
    • (2012) J Chem Theory Comput , vol.8 , pp. 3810-3819
    • Jain, A.1    Stock, G.2
  • 50
    • 63449118443 scopus 로고    scopus 로고
    • Using generalized ensemble simulations and Markov state models to identify conformational states
    • Bowman GR, Huang X, Pande VS, (2009) Using generalized ensemble simulations and Markov state models to identify conformational states. Methods 49: 197–201. doi: 10.1016/j.ymeth.2009.04.013 19410002
    • (2009) Methods , vol.49 , pp. 197-201
    • Bowman, G.R.1    Huang, X.2    Pande, V.S.3
  • 51
    • 84873038722 scopus 로고    scopus 로고
    • Constructing multi-resolution Markov State Models (MSMs) to elucidate RNA hairpin folding mechanisms
    • Huang X, Yao Y, Bowman GR, Sun J, Guibas LJ, et al. (2010) Constructing multi-resolution Markov State Models (MSMs) to elucidate RNA hairpin folding mechanisms. Pac Symp Biocomput: 228–239.
    • (2010) Pac Symp Biocomput , pp. 228-239
    • Huang, X.1    Yao, Y.2    Bowman, G.R.3    Sun, J.4    Guibas, L.J.5
  • 52
    • 73949085678 scopus 로고    scopus 로고
    • Rapid equilibrium sampling initiated from nonequilibrium data
    • Huang X, Bowman GR, Bacallado S, Pande VS, (2009) Rapid equilibrium sampling initiated from nonequilibrium data. Proc Natl Acad Sci U S A 106: 19765–19769. doi: 10.1073/pnas.0909088106 19805023
    • (2009) Proc Natl Acad Sci U S A , vol.106 , pp. 19765-19769
    • Huang, X.1    Bowman, G.R.2    Bacallado, S.3    Pande, V.S.4
  • 53
    • 84863069608 scopus 로고    scopus 로고
    • Dynamics of pyrophosphate ion release and its coupled trigger loop motion from closed to open state in RNA polymerase II
    • Da LT, Wang D, Huang X, (2012) Dynamics of pyrophosphate ion release and its coupled trigger loop motion from closed to open state in RNA polymerase II. J Am Chem Soc 134: 2399–2406. doi: 10.1021/ja210656k 22206270
    • (2012) J Am Chem Soc , vol.134 , pp. 2399-2406
    • Da, L.T.1    Wang, D.2    Huang, X.3
  • 54
    • 70450255797 scopus 로고    scopus 로고
    • Constructing the equilibrium ensemble of folding pathways from short off-equilibrium simulations
    • Noe F, Schutte C, Vanden-Eijnden E, Reich L, Weikl TR, (2009) Constructing the equilibrium ensemble of folding pathways from short off-equilibrium simulations. Proc Natl Acad Sci U S A 106: 19011–19016. doi: 10.1073/pnas.0905466106 19887634
    • (2009) Proc Natl Acad Sci U S A , vol.106 , pp. 19011-19016
    • Noe, F.1    Schutte, C.2    Vanden-Eijnden, E.3    Reich, L.4    Weikl, T.R.5
  • 55
    • 79551682100 scopus 로고    scopus 로고
    • Taming the complexity of protein folding
    • Bowman GR, Voelz VA, Pande VS, (2011) Taming the complexity of protein folding. Curr Opin Struct Biol 21: 4–11. doi: 10.1016/j.sbi.2010.10.006 21081274
    • (2011) Curr Opin Struct Biol , vol.21 , pp. 4-11
    • Bowman, G.R.1    Voelz, V.A.2    Pande, V.S.3
  • 56
    • 84900548447 scopus 로고    scopus 로고
    • Markov state models of biomolecular conformational dynamics
    • Chodera JD, Noe F, (2014) Markov state models of biomolecular conformational dynamics. Curr Opin Struct Biol 25: 135–144. doi: 10.1016/j.sbi.2014.04.002 24836551
    • (2014) Curr Opin Struct Biol , vol.25 , pp. 135-144
    • Chodera, J.D.1    Noe, F.2
  • 57
    • 84901608851 scopus 로고    scopus 로고
    • Computational Screening and Selection of Cyclic Peptide Hairpin Mimetics by Molecular Simulation and Kinetic Network Models
    • Razavi AM, Wuest WM, Voelz VA, (2014) Computational Screening and Selection of Cyclic Peptide Hairpin Mimetics by Molecular Simulation and Kinetic Network Models. J Chem Inf Model 54: 1425–1432. doi: 10.1021/ci500102y 24754484
    • (2014) J Chem Inf Model , vol.54 , pp. 1425-1432
    • Razavi, A.M.1    Wuest, W.M.2    Voelz, V.A.3
  • 58
    • 79958212540 scopus 로고    scopus 로고
    • Simulating the T-Jump-Triggered Unfolding Dynamics of trpzip2 Peptide and Its Time-Resolved IR and Two-Dimensional IR Signals Using the Markov State Model Approach
    • Zhuang W, Cui RZ, Silva DA, Huang XH, (2011) Simulating the T-Jump-Triggered Unfolding Dynamics of trpzip2 Peptide and Its Time-Resolved IR and Two-Dimensional IR Signals Using the Markov State Model Approach. J Phys Chem B 115: 5415–5424. doi: 10.1021/jp109592b 21388153
    • (2011) J Phys Chem B , vol.115 , pp. 5415-5424
    • Zhuang, W.1    Cui, R.Z.2    Silva, D.A.3    Huang, X.H.4
  • 59
    • 76149136021 scopus 로고    scopus 로고
    • Molecular simulation of ab initio protein folding for a millisecond folder NTL9(1–39)
    • Voelz VA, Bowman GR, Beauchamp K, Pande VS, (2010) Molecular simulation of ab initio protein folding for a millisecond folder NTL9(1–39). J Am Chem Soc 132: 1526–1528. doi: 10.1021/ja9090353 20070076
    • (2010) J Am Chem Soc , vol.132 , pp. 1526-1528
    • Voelz, V.A.1    Bowman, G.R.2    Beauchamp, K.3    Pande, V.S.4
  • 60
    • 79960007037 scopus 로고    scopus 로고
    • Complete reconstruction of an enzyme-inhibitor binding process by molecular dynamics simulations
    • Buch I, Giorgino T, De Fabritiis G, (2011) Complete reconstruction of an enzyme-inhibitor binding process by molecular dynamics simulations. Proc Natl Acad Sci U S A 108: 10184–10189. doi: 10.1073/pnas.1103547108 21646537
    • (2011) Proc Natl Acad Sci U S A , vol.108 , pp. 10184-10189
    • Buch, I.1    Giorgino, T.2    De Fabritiis, G.3
  • 61
    • 84900552634 scopus 로고    scopus 로고
    • On-the-Fly Learning and Sampling of Ligand Binding by High-Throughput Molecular Simulations
    • Doerr S, De Fabritiis G, (2014) On-the-Fly Learning and Sampling of Ligand Binding by High-Throughput Molecular Simulations. J Chem Theory Comput 10: 2064–2069. doi: 10.1021/ct400919u
    • (2014) J Chem Theory Comput , vol.10 , pp. 2064-2069
    • Doerr, S.1    De Fabritiis, G.2
  • 62
    • 0037442962 scopus 로고    scopus 로고
    • HADDOCK: a protein-protein docking approach based on biochemical or biophysical information
    • Dominguez C, Boelens R, Bonvin AM, (2003) HADDOCK: a protein-protein docking approach based on biochemical or biophysical information. J Am Chem Soc 125: 1731–1737. 12580598
    • (2003) J Am Chem Soc , vol.125 , pp. 1731-1737
    • Dominguez, C.1    Boelens, R.2    Bonvin, A.M.3
  • 64
    • 80054899738 scopus 로고    scopus 로고
    • Community-wide assessment of protein-interface modeling suggests improvements to design methodology
    • Fleishman SJ, Whitehead TA, Strauch EM, Corn JE, Qin S, et al. (2011) Community-wide assessment of protein-interface modeling suggests improvements to design methodology. J Mol Biol 414: 289–302. doi: 10.1016/j.jmb.2011.09.031 22001016
    • (2011) J Mol Biol , vol.414 , pp. 289-302
    • Fleishman, S.J.1    Whitehead, T.A.2    Strauch, E.M.3    Corn, J.E.4    Qin, S.5
  • 65
    • 84921367680 scopus 로고    scopus 로고
    • Automatic state Partitioning for Multi-body systems (APM): An Efficient Algorithm for Constructing Markov State Models to Elucidate Conformational Dynamics of Multi-body Systems
    • Sheong FK, Silva DA, Meng L, Zhao Y, Huang XH, (2015) Automatic state Partitioning for Multi-body systems (APM): An Efficient Algorithm for Constructing Markov State Models to Elucidate Conformational Dynamics of Multi-body Systems. J Chem Theory Comput 11: 17–27. doi: 10.1021/ct5007168
    • (2015) J Chem Theory Comput , vol.11 , pp. 17-27
    • Sheong, F.K.1    Silva, D.A.2    Meng, L.3    Zhao, Y.4    Huang, X.H.5
  • 66
    • 73349117207 scopus 로고    scopus 로고
    • Conformational selection and induced fit mechanism underlie specificity in noncovalent interactions with ubiquitin
    • Wlodarski T, Zagrovic B, (2009) Conformational selection and induced fit mechanism underlie specificity in noncovalent interactions with ubiquitin. Proc Natl Acad Sci U S A 106: 19346–19351. doi: 10.1073/pnas.0906966106 19887638
    • (2009) Proc Natl Acad Sci U S A , vol.106 , pp. 19346-19351
    • Wlodarski, T.1    Zagrovic, B.2
  • 67
    • 79958136745 scopus 로고    scopus 로고
    • A Role for Both Conformational Selection and Induced Fit in Ligand Binding by the LAO Protein
    • Silva DA, Bowman GR, Sosa-Peinado A, Huang XH, (2011) A Role for Both Conformational Selection and Induced Fit in Ligand Binding by the LAO Protein. PLoS Comput Biol 7: e1002054. doi: 10.1371/journal.pcbi.1002054 21637799
    • (2011) PLoS Comput Biol , vol.7 , pp. e1002054
    • Silva, D.A.1    Bowman, G.R.2    Sosa-Peinado, A.3    Huang, X.H.4
  • 68
    • 79953682552 scopus 로고    scopus 로고
    • Phosphorylation of human Argonaute proteins affects small RNA binding
    • Rudel S, Wang YL, Lenobel R, Korner R, Hsiao HH, et al. (2011) Phosphorylation of human Argonaute proteins affects small RNA binding. Nucleic Acids Res 39: 2330–2343. doi: 10.1093/nar/gkq1032 21071408
    • (2011) Nucleic Acids Res , vol.39 , pp. 2330-2343
    • Rudel, S.1    Wang, Y.L.2    Lenobel, R.3    Korner, R.4    Hsiao, H.H.5
  • 69
    • 84887117139 scopus 로고    scopus 로고
    • A transient reversal of miRNA-mediated repression controls macrophage activation
    • Mazumder A, Bose M, Chakraborty A, Chakrabarti S, Bhattacharyya SN, (2013) A transient reversal of miRNA-mediated repression controls macrophage activation. EMBO Rep 14: 1008–1016. doi: 10.1038/embor.2013.149 24030283
    • (2013) EMBO Rep , vol.14 , pp. 1008-1016
    • Mazumder, A.1    Bose, M.2    Chakraborty, A.3    Chakrabarti, S.4    Bhattacharyya, S.N.5
  • 70
    • 0027136282 scopus 로고
    • Comparative Protein Modeling by Satisfaction of Spatial Restraints
    • Sali A, Blundell TL, (1993) Comparative Protein Modeling by Satisfaction of Spatial Restraints. J Mol Biol 234: 779–815. 8254673
    • (1993) J Mol Biol , vol.234 , pp. 779-815
    • Sali, A.1    Blundell, T.L.2
  • 71
    • 0033810049 scopus 로고    scopus 로고
    • Modeling of loops in protein structures
    • Fiser A, Do RKG, Sali A, (2000) Modeling of loops in protein structures. Protein Sci 9: 1753–1773. 11045621
    • (2000) Protein Sci , vol.9 , pp. 1753-1773
    • Fiser, A.1    Do, R.K.G.2    Sali, A.3
  • 75
    • 46249092554 scopus 로고    scopus 로고
    • GROMACS 4: Algorithms for highly efficient, load-balanced, and scalable molecular simulation
    • Hess B, Kutzner C, van der Spoel D, Lindahl E, (2008) GROMACS 4: Algorithms for highly efficient, load-balanced, and scalable molecular simulation. J Chem Theory Comput 4: 435–447. doi: 10.1021/ct700301q
    • (2008) J Chem Theory Comput , vol.4 , pp. 435-447
    • Hess, B.1    Kutzner, C.2    van der Spoel, D.3    Lindahl, E.4
  • 77
    • 33846823909 scopus 로고
    • Particle Mesh Ewald—an N.Log(N) Method for Ewald Sums in Large Systems
    • Darden T, York D, Pedersen L, (1993) Particle Mesh Ewald—an N.Log(N) Method for Ewald Sums in Large Systems. J Chem Phys 98: 10089–10092. doi: 10.1063/1.464397
    • (1993) J Chem Phys , vol.98 , pp. 10089-10092
    • Darden, T.1    York, D.2    Pedersen, L.3
  • 78
    • 0000388705 scopus 로고    scopus 로고
    • LINCS: A linear constraint solver for molecular simulations
    • Hess B, Bekker H, Berendsen HJC, Fraaije JGEM, (1997) LINCS: A linear constraint solver for molecular simulations. J Comput Chem 18: 1463–1472. doi: 10.1002/(sici)1096-987x(199709)18:121463::aid-jcc4>3.0.co;2-h
    • (1997) J Comput Chem , vol.18 , pp. 1463-1472
    • Hess, B.1    Bekker, H.2    Berendsen, H.J.C.3    Fraaije, J.G.E.M.4
  • 79
    • 33846086933 scopus 로고    scopus 로고
    • Canonical sampling through velocity rescaling
    • Bussi G, Donadio D, Parrinello M, (2007) Canonical sampling through velocity rescaling. J Chem Phys 126: 014101. 17212484
    • (2007) J Chem Phys , vol.126 , pp. 014101
    • Bussi, G.1    Donadio, D.2    Parrinello, M.3
  • 80
    • 0019707626 scopus 로고
    • Polymorphic Transitions in Single-Crystals—a New Molecular-Dynamics Method
    • Parrinello M, Rahman A, (1981) Polymorphic Transitions in Single-Crystals—a New Molecular-Dynamics Method. J Appl Phys 52: 7182–7190. doi: 10.1063/1.328693
    • (1981) J Appl Phys , vol.52 , pp. 7182-7190
    • Parrinello, M.1    Rahman, A.2
  • 81
    • 0021938963 scopus 로고
    • Clustering to Minimize the Maximum Intercluster Distance
    • Gonzalez TF, (1985) Clustering to Minimize the Maximum Intercluster Distance. Theor Comput Sci 38: 293–306. doi: 10.1016/0304-3975(85)90224-5
    • (1985) Theor Comput Sci , vol.38 , pp. 293-306
    • Gonzalez, T.F.1
  • 83
    • 80255140476 scopus 로고    scopus 로고
    • RNA and protein 3D structure modeling: similarities and differences
    • Rother K, Rother M, Boniecki M, Puton T, Bujnicki JM, (2011) RNA and protein 3D structure modeling: similarities and differences. J Mol Model 17: 2325–2336. doi: 10.1007/s00894-010-0951-x 21258831
    • (2011) J Mol Model , vol.17 , pp. 2325-2336
    • Rother, K.1    Rother, M.2    Boniecki, M.3    Puton, T.4    Bujnicki, J.M.5
  • 84
    • 3543012707 scopus 로고    scopus 로고
    • Crystallography & NMR system: A new software suite for macromolecular structure determination
    • Brunger AT, Adams PD, Clore GM, DeLano WL, Gros P, et al. (1998) Crystallography & NMR system: A new software suite for macromolecular structure determination. Acta Crystallogr, Sect D: Biol Crystallogr 54: 905–921. doi: http://dx.doi.org/10.1107/s0907444998003254 9757107
    • (1998) Acta Crystallogr, Sect D: Biol Crystallogr , vol.54 , pp. 905-921
    • Brunger, A.T.1    Adams, P.D.2    Clore, G.M.3    DeLano, W.L.4    Gros, P.5
  • 85
    • 37049014272 scopus 로고    scopus 로고
    • Version 1.2 of the Crystallography and NMR system
    • Brunger AT, (2007) Version 1.2 of the Crystallography and NMR system. Nat Protoc 2: 2728–2733. 18007608
    • (2007) Nat Protoc , vol.2 , pp. 2728-2733
    • Brunger, A.T.1
  • 86
    • 0033064496 scopus 로고    scopus 로고
    • Influence of non-bonded parameters on the quality of NMR structures: A new force field for NMR structure calculation
    • Linge JP, Nilges M, (1999) Influence of non-bonded parameters on the quality of NMR structures: A new force field for NMR structure calculation. J Biomol NMR 13: 51–59. 10905826
    • (1999) J Biomol NMR , vol.13 , pp. 51-59
    • Linge, J.P.1    Nilges, M.2
  • 88
    • 33645941402 scopus 로고
    • The Opls Potential Functions for Proteins—Energy Minimizations for Crystals of Cyclic-Peptides and Crambin
    • Jorgensen WL, Tiradorives J, (1988) The Opls Potential Functions for Proteins—Energy Minimizations for Crystals of Cyclic-Peptides and Crambin. J Am Chem Soc 110: 1657–1666. doi: 10.1021/ja00214a001
    • (1988) J Am Chem Soc , vol.110 , pp. 1657-1666
    • Jorgensen, W.L.1    Tiradorives, J.2
  • 89
    • 36749006579 scopus 로고    scopus 로고
    • Docking and scoring protein complexes: CAPRI 3rd edition
    • Lensink MF, Mendez R, Wodak SJ, (2007) Docking and scoring protein complexes: CAPRI 3rd edition. Proteins: Struct, Funct, Bioinf 69: 704–718. doi: 10.1002/prot.21804 17918726
    • (2007) Proteins: Struct, Funct, Bioinf , vol.69 , pp. 704-718
    • Lensink, M.F.1    Mendez, R.2    Wodak, S.J.3


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