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Estimating the Accuracy of Protein Structures using Residual Dipolar Couplings

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Abstract

It has been commonly recognized that residual dipolar coupling data provide a measure of quality for protein structures. To quantify this observation, a database of 100 single-domain proteins has been compiled where each protein was represented by two independently solved structures. Backbone 1H–15N dipolar couplings were simulated for the target structures and then fitted to the model structures. The fits were characterized by an R-factor which was corrected for the effects of non-uniform distribution of dipolar vectors on a unit sphere. The analyses show that favorable values \(\tilde{R}\) virtually guarantee high accuracy of the model structure (where accuracy is defined as the backbone coordinate rms deviation). On the other hand, unfavorable \(\tilde{R}\) values do not necessarily suggest low accuracy. Based on the simulated data, a simple empirical formula is proposed to estimate the accuracy of protein structures. The method is illustrated with a number of examples, including PDZ2 domain of human phosphatase hPTP1E.

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References

  • C. Abeygunawardana D.J. Weber A.G. Gittis D.N. Frick J. Lin A.F. Miller M.J. Bessman A.S. Mildvan (1995) Biochemistry 34 14997–15005 Occurrence Handle10.1021/bi00046a006 Occurrence Handle7578113

    Article  PubMed  Google Scholar 

  • C.R. Babu P.F. Flynn A.J. Wand (2001) J. Am. Chem. Soc. 123 2691–2692 Occurrence Handle10.1021/ja005766d Occurrence Handle11456950

    Article  PubMed  Google Scholar 

  • A. Bax (2003) Protein Sci. 12 1–16 Occurrence Handle10.1110/ps.0233303 Occurrence Handle12493823

    Article  PubMed  Google Scholar 

  • D. Bentrop I. Bertini M.A. Cremonini S. Forsén C. Luchinat A. Malmendal (1997) Biochemistry 36 11605–11618 Occurrence Handle10.1021/bi971022+ Occurrence Handle9305950

    Article  PubMed  Google Scholar 

  • H.M. Berman J. Westbrook Z. Feng G. Gilliland T.N. Bhat H. Weissig I.N. Shindyalov P.E. Bourne (2000) Nucleic Acids Res. 28 235–242 Occurrence Handle10.1093/nar/28.1.235 Occurrence Handle10592235

    Article  PubMed  Google Scholar 

  • C.A. Bewley (2001) J. Am. Chem. Soc. 123 1014–1015 Occurrence Handle10.1021/ja005714o Occurrence Handle11456652

    Article  PubMed  Google Scholar 

  • P.R. Blake J.B. Park Z.H. Zhou D.R. Hare M.W.W. Adams M.F. Summers (1992) Protein Sci. 1 1508–1521 Occurrence Handle1303769

    PubMed  Google Scholar 

  • A.M.J.J. Bonvin A.T. Brunger (1995) J. Mol. Biol. 250 80–93 Occurrence Handle10.1006/jmbi.1995.0360 Occurrence Handle7602599

    Article  PubMed  Google Scholar 

  • A.M.J.J. Bonvin A.T. Brunger (1996) J. Biomol. NMR 7 72–76 Occurrence Handle10.1007/BF00190458 Occurrence Handle8720833

    Article  PubMed  Google Scholar 

  • A.T. Brunger G.M. Clore A.M. Gronenborn R. Saffrich M. Nilges (1993) Science 261 328–331 Occurrence Handle8332897

    PubMed  Google Scholar 

  • F.R. Chalaoux S.I. O’Donoghue M. Nilges (1999) Proteins 34 453–463 Occurrence Handle10.1002/(SICI)1097-0134(19990301)34:4<453::AID-PROT5>3.0.CO;2-7 Occurrence Handle10081958

    Article  PubMed  Google Scholar 

  • J.J. Chou S.P. Li C.B. Klee A. Bax (2001) Nat. Struct. Biol. 8 990–997 Occurrence Handle10.1038/nsb1101-990 Occurrence Handle11685248

    Article  PubMed  Google Scholar 

  • G.M. Clore D.S. Garrett (1999) J. Am. Chem. Soc. 121 9008–9012 Occurrence Handle10.1021/ja991789k

    Article  Google Scholar 

  • G.M. Clore A.M. Gronenborn (1998) Proc. Natl. Acad. Sci. USA 95 5891–5898 Occurrence Handle10.1073/pnas.95.11.5891 Occurrence Handle9600889

    Article  PubMed  Google Scholar 

  • G.M. Clore J. Kuszewski (2003) J. Am. Chem. Soc. 125 1518–1525 Occurrence Handle10.1021/ja028383j Occurrence Handle12568611

    Article  PubMed  Google Scholar 

  • G.M. Clore C.D. Schwieters (2004) J. Am. Chem. Soc. 126 2923–2938 Occurrence Handle10.1021/ja0386804 Occurrence Handle14995210

    Article  PubMed  Google Scholar 

  • G. Cornilescu J.L. Marquardt M. Ottiger A. Bax (1998) J. Am. Chem. Soc. 120 6836–6837 Occurrence Handle10.1021/ja9812610

    Article  Google Scholar 

  • U. Dengler A.S. Siddiqui G.J. Barton (2001) Proteins 42 332–344 Occurrence Handle10.1002/1097-0134(20010215)42:3<332::AID-PROT40>3.0.CO;2-S Occurrence Handle11151005

    Article  PubMed  Google Scholar 

  • J.F. Doreleijers S. Mading D. Maziuk K. Sojourner L. Yin J. Zhu J.L. Markley E.L. Ulrich (2003) J. Biomol. NMR 26 139–146 Occurrence Handle10.1023/A:1023514106644 Occurrence Handle12766409

    Article  PubMed  Google Scholar 

  • J.F. Doreleijers J.A.C. Rullmann R. Kaptein (1998) J. Mol. Biol. 281 149–164 Occurrence Handle10.1006/jmbi.1998.1808 Occurrence Handle9680482

    Article  PubMed  Google Scholar 

  • A.C. Drohat N. Tjandra D.M. Baldisseri D.J. Weber (1999) Protein Sci. 8 800–809 Occurrence Handle10211826

    PubMed  Google Scholar 

  • J. Fejzo A.M. Krezel W.M. Westler S. Macura J.L. Markley (1991) Biochemistry 30 3807–3811 Occurrence Handle10.1021/bi00230a001 Occurrence Handle1850288

    Article  PubMed  Google Scholar 

  • É. Freyssingeas F. Nallet D. Roux (1996) Langmuir 12 6028–6035 Occurrence Handle10.1021/la9605246

    Article  Google Scholar 

  • D. Fushman R. Ghose D. Cowburn (2000) J. Am. Chem. Soc. 122 10640–10649 Occurrence Handle10.1021/ja001128j

    Article  Google Scholar 

  • H. Hatanaka M. Oka D. Kohda S. Tate A. Suda N. Tamiya F. Inagaki (1994) J. Mol. Biol. 240 155–166 Occurrence Handle10.1006/jmbi.1994.1429 Occurrence Handle8027999

    Article  PubMed  Google Scholar 

  • D.M. Jacobs K. Saxena M. Vogtherr P. Bernado M. Pons K.M. Fiebig (2003) J. Biol. Chem. 278 26174–26182 Occurrence Handle10.1074/jbc.M300796200 Occurrence Handle12686540

    Article  PubMed  Google Scholar 

  • W. Kabsch C. Sander (1983) Biopolymers 22 2577–2637 Occurrence Handle10.1002/bip.360221211 Occurrence Handle6667333

    Article  PubMed  Google Scholar 

  • G.J. Kleywegt T.A. Jones (2002) Struct. Fold. Des. 10 465–472 Occurrence Handle10.1016/S0969-2126(02)00743-8

    Article  Google Scholar 

  • R. Koradi M. Billeter K. Wüthrich (1996) J. Mol. Graph. 14 51–55 Occurrence Handle10.1016/0263-7855(96)00009-4 Occurrence Handle8744573

    Article  PubMed  Google Scholar 

  • G. Kozlov K. Gehring I. Ekiel (2000) Biochemistry 39 2572–2580 Occurrence Handle10.1021/bi991913c Occurrence Handle10704206

    Article  PubMed  Google Scholar 

  • B.B. Kragelund K.V. Andersen J.C. Madsen J. Knudsen F.M. Poulsen (1993) J. Mol. Biol. 230 1260–1277 Occurrence Handle10.1006/jmbi.1993.1240 Occurrence Handle8503960

    Article  PubMed  Google Scholar 

  • R.A. Laskowski M.W. Macarthur D.S. Moss J.M. Thornton (1993) J. Appl. Cryst. 26 283–291 Occurrence Handle10.1107/S0021889892009944

    Article  Google Scholar 

  • Lerche, M.H., Kragelund, B.B., Redfield, C. and Poulsen, F.M. (2004). To be published; PDB deposition 1NTI

  • K. Lindorff-Larsen R.B. Best M.A. DePristo C.M. Dobson M. Vendruscolo (2005) Nature 433 128–132 Occurrence Handle10.1038/nature03199 Occurrence Handle15650731

    Article  PubMed  Google Scholar 

  • J.A. Losonczi M. Andrec M.W.F. Fischer J.H. Prestegard (1999) J. Magn. Reson. 138 334–342 Occurrence Handle10.1006/jmre.1999.1754 Occurrence Handle10341140

    Article  PubMed  Google Scholar 

  • M. Louhivuori K. Pääkkönen K. Fredriksson P. Permi J. Lounila A. Annila (2003) J. Am. Chem. Soc. 125 15647–15650 Occurrence Handle10.1021/ja035427v Occurrence Handle14664613

    Article  PubMed  Google Scholar 

  • J.Y. Lu C.L. Lin C.G. Tang J.W. Ponder J.L.F. Kao D.P. Cistola E. Li (1999) J. Mol. Biol. 286 1179–1195 Occurrence Handle10.1006/jmbi.1999.2544 Occurrence Handle10047490

    Article  PubMed  Google Scholar 

  • M.A. Massiah V. Saraswat H.F. Azurmendi A.S. Mildvan (2003) Biochemistry 42 10140–10154 Occurrence Handle10.1021/bi030105p Occurrence Handle12939141

    Article  PubMed  Google Scholar 

  • J. Meiler J.J. Prompers W. Peti C. Griesinger R. Bruschweiler (2001) J. Am. Chem. Soc. 123 6098–6107 Occurrence Handle10.1021/ja010002z Occurrence Handle11414844

    Article  PubMed  Google Scholar 

  • A. Mittermaier L.E. Kay (2001) J. Am. Chem. Soc. 123 6892–6903 Occurrence Handle10.1021/ja010595d Occurrence Handle11448195

    Article  PubMed  Google Scholar 

  • R. Mohana-Borges N.K. Goto G.J.A. Kroon H.J. Dyson P.E. Wright (2004) J. Mol. Biol. 340 1131–1142 Occurrence Handle10.1016/j.jmb.2004.05.022 Occurrence Handle15236972

    Article  PubMed  Google Scholar 

  • M. Ottiger A. Bax (1998) J. Biomol. NMR 12 361–372 Occurrence Handle10.1023/A:1008366116644 Occurrence Handle9835045

    Article  PubMed  Google Scholar 

  • M. Ottiger A. Bax (1999) J. Biomol. NMR 13 187–191 Occurrence Handle10.1023/A:1008395916985 Occurrence Handle10070759

    Article  PubMed  Google Scholar 

  • M. Ottiger F. Delaglio J.L. Marquardt N. Tjandra A. Bax (1998) J. Magn. Reson. 134 365–369 Occurrence Handle10.1006/jmre.1998.1546 Occurrence Handle9761712

    Article  PubMed  Google Scholar 

  • K. Pääkkönen T. Sorsa T. Drakenberg P. Pollesello C. Tilgmann P. Permi S. Heikkinen I. Kilpeläinen A. Annila (2000) Eur. J. Biochem. 267 6665–6672 Occurrence Handle10.1046/j.1432-1327.2000.01763.x Occurrence Handle11054120

    Article  PubMed  Google Scholar 

  • M. Rückert G. Otting (2000) J. Am. Chem. Soc. 122 7793–7797 Occurrence Handle10.1021/ja001068h

    Article  Google Scholar 

  • H. Schwalbe S.B. Grimshaw A. Spencer M. Buck J. Boyd C.M. Dobson C. Redfield L.J. Smith (2001) Protein Sci. 10 677–688 Occurrence Handle10.1110/ps.43301 Occurrence Handle11274458

    Article  PubMed  Google Scholar 

  • A.S. Siddiqui G.J. Barton (1995) Protein Sci. 4 872–884 Occurrence Handle7663343

    PubMed  Google Scholar 

  • N.R. Skrynnikov N.K. Goto D.W. Yang W.Y. Choy J.R. Tolman G.A. Mueller L.E. Kay (2000) J. Mol. Biol. 295 1265–1273 Occurrence Handle10.1006/jmbi.1999.3430 Occurrence Handle10653702

    Article  PubMed  Google Scholar 

  • L.J. Smith M.J. Sutcliffe C. Redfield C.M. Dobson (1993) J. Mol. Biol. 229 930–944 Occurrence Handle10.1006/jmbi.1993.1097 Occurrence Handle8445657

    Article  PubMed  Google Scholar 

  • F.D. Sonnichsen C.I. DeLuca P.L. Davies B.D. Sykes (1996) Struct. Fold. Des. 4 1325–1337 Occurrence Handle10.1016/S0969-2126(96)00140-2

    Article  Google Scholar 

  • C.A.E.M. Spronk J.P. Linge C.W. Hilbers G.W. Vuister (2002) J. Biomol. NMR 22 281–289 Occurrence Handle10.1023/A:1014971029663 Occurrence Handle11991356

    Article  PubMed  Google Scholar 

  • C.A.E.M. Spronk S.B. Nabuurs A.M.J.J. Bonvin E. Krieger G.W. Vuister G. Vriend (2003) J. Biomol. NMR 25 225–234

    Google Scholar 

  • F. Tian H. Valafar J.H. Prestegard (2001) J. Am. Chem. Soc. 123 11791–11796 Occurrence Handle10.1021/ja011806h Occurrence Handle11716736

    Article  PubMed  Google Scholar 

  • N. Tjandra A. Bax (1997) Science 278 1111–1114 Occurrence Handle10.1126/science.278.5340.1111 Occurrence Handle9353189

    Article  PubMed  Google Scholar 

  • V. Tugarinov L.E. Kay (2003) J. Mol. Biol. 327 1121–1133 Occurrence Handle10.1016/S0022-2836(03)00238-9 Occurrence Handle12662935

    Article  PubMed  Google Scholar 

  • T.S. Ulmer B.E. Ramirez F. Delaglio A. Bax (2003) J. Am. Chem. Soc. 125 9179–9191 Occurrence Handle10.1021/ja0350684 Occurrence Handle15369375

    Article  PubMed  Google Scholar 

  • G. Vriend (1990) J. Mol. Graph. 8 52–56 Occurrence Handle10.1016/0263-7855(90)80070-V Occurrence Handle2268628

    Article  PubMed  Google Scholar 

  • L.C. Wang Y.X. Pang T. Holder J.R. Brender A.V. Kurochkin E.R.P. Zuiderweg (2001) Proc. Natl. Acad. Sci. USA 98 7684–7689 Occurrence Handle10.1073/pnas.121069998 Occurrence Handle11438724

    Article  PubMed  Google Scholar 

  • J. Weigelt S.E. Brown C.S. Miles N.E. Dixon G. Otting (1999) Struct. Fold. Des. 7 681–690 Occurrence Handle10.1016/S0969-2126(99)80089-6

    Article  Google Scholar 

  • M.P. Williamson J. Kikuchi T. Asakura (1995) J. Mol. Biol. 247 541–546 Occurrence Handle10.1006/jmbi.1995.0160 Occurrence Handle7723012

    Article  PubMed  Google Scholar 

  • D.Q. Zhao O. Jardetzky (1994) J. Mol. Biol. 239 601–607

    Google Scholar 

  • M. Zweckstetter A. Bax (2000) J. Am. Chem. Soc. 122 3791–3792 Occurrence Handle10.1021/ja0000908

    Article  Google Scholar 

  • M. Zweckstetter A. Bax (2002) J. Biomol. NMR 23 127–137 Occurrence Handle10.1023/A:1016316415261 Occurrence Handle12153038

    Article  PubMed  Google Scholar 

  • M. Zweckstetter G. Hummer A. Bax (2004) Biophys. J. 86 3444–3460 Occurrence Handle10.1529/biophysj.103.035790 Occurrence Handle15189846

    Article  PubMed  Google Scholar 

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Simon, K., Xu, J., Kim, C. et al. Estimating the Accuracy of Protein Structures using Residual Dipolar Couplings. J Biomol NMR 33, 83–93 (2005). https://doi.org/10.1007/s10858-005-2601-7

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