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Molecular modeling and dynamics studies with explicit inclusion of electronic polarizability: theory and applications

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Abstract

A current emphasis in empirical force fields is on the development of potential functions that explicitly treat electronic polarizability. In the present article, the commonly used methodologies for modeling electronic polarization are presented along with an overview of selected application studies. Models presented include induced point-dipoles, classical Drude oscillators, and fluctuating charge methods. The theoretical background of each method is followed by an introduction to extended Lagrangian integrators required for computationally tractable molecular dynamics simulations using polarizable force fields. The remainder of the review focuses on application studies using these methods. Emphasis is placed on water models, for which numerous examples exist, with a more thorough discussion presented on the recently published models associated with the Drude-based CHARMM and the AMOEBA force fields. The utility of polarizable models for the study of ion solvation is then presented followed by an overview of studies of small molecules (e.g., CCl4, alkanes, etc.) and macromolecule (proteins, nucleic acids and lipid bilayers) application studies. The review is written with the goal of providing a general overview of the current status of the field and to facilitate future application and developments.

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References

  1. Jorgensen WL, Chandrasekhar J, Madura JD et al (1983) J Chem Phys 79:926

    Article  CAS  Google Scholar 

  2. Cornell WD, Cieplak P, Bayly CI et al (1995) J Am Chem Soc 117:5179

    Article  CAS  Google Scholar 

  3. MacKerell AD, Bashford D, Bellott M et al (1998) J Phys Chem B 102:3586

    Article  CAS  Google Scholar 

  4. MacKerell AD Jr, Brooks B, Brooks CLIII et al (1998) In: Schleyer PVR et al (eds) Encyclopedia of computational chemistry. John Wiley & Sons, Chichester

    Google Scholar 

  5. Scott WRP, Hunenberger PH, Tironi IG et al (1999) J Phys Chem A 103:3596

    Article  CAS  Google Scholar 

  6. Jorgensen WL, Tiradorives J (1988) J Am Chem Soc 110:1657

    Article  CAS  Google Scholar 

  7. Halgren TA, Damm W (2001) Curr Opin Struct Biol 11:236

    Article  CAS  Google Scholar 

  8. Rick SW, Stuart SJ (2002) In: Lipkowitz KB, Boyd DB (eds) Reviews in computational chemistry. Wiley-VCH, Hoboken, NJ

    Google Scholar 

  9. Warshel A, Kato M, Pisliakov AV (2007) J Chem Theor Comput 3:2034

    Article  CAS  Google Scholar 

  10. Lopes PEM, Lamoureux G, MacKerell AD (2009) J Comp Chem 30:1821

    Google Scholar 

  11. Bayly CI, Cieplak P, Cornell WD et al (1993) J Phys Chem 97:10269

    Article  CAS  Google Scholar 

  12. Mackerell AD (2004) J Comp Chem 25:1584

    Article  CAS  Google Scholar 

  13. Dyke TR, Muenter JS (1973) J Chem Phys 59:3125

    Article  CAS  Google Scholar 

  14. Gregory JK, Clary DC, Liu K et al (1997) Science 275:814

    Article  CAS  Google Scholar 

  15. Sprik M (1991) J Phys Chem 95:2283

    Article  CAS  Google Scholar 

  16. Wallqvist A, Mountain R (1999) In: Lipkowitz KB, Boyd DB (eds) Reviews in computational chemistry. Wiley-VCH, New York

    Google Scholar 

  17. Soetens JC, Costa M, Millot C (1998) Mol Phys 94:577

    Article  CAS  Google Scholar 

  18. Silvestrelli PL, Parrinello M (1999) J Chem Phys 111:3572

    Article  CAS  Google Scholar 

  19. Silvestrelli PL, Parrinello M (1999) Phys Rev Lett 82:3308

    Article  CAS  Google Scholar 

  20. Silvestrelli PL, Parrinello M (1999) Phys Rev Lett 82:5415

    Article  CAS  Google Scholar 

  21. Badyal YS, Saboungi ML, Price DL et al (2000) J Chem Phys 112:9206

    Article  CAS  Google Scholar 

  22. Gubskaya AV, Kusalik PG (2002) J Chem Phys 117:5290

    Article  CAS  Google Scholar 

  23. Kuo IF, Tobias DJ (2001) J Phys Chem B 105:5827

    Article  CAS  Google Scholar 

  24. Jorgensen WL (2007) J Chem Theory Comp 3:1877

    Article  CAS  Google Scholar 

  25. Liu YP, Kim K, Berne BJ et al (1998) J Chem Phys 108:4739

    Article  CAS  Google Scholar 

  26. Maple JR, Cao YX, Damm WG et al (2005) J Chem Theor Comput 1:694

    Article  CAS  Google Scholar 

  27. Patel S, Brooks CL (2004) J Comp Chem 25:1

    Article  CAS  Google Scholar 

  28. Patel S, Mackerell AD, Brooks CL (2004) J Comp Chem 25:1504

    Article  CAS  Google Scholar 

  29. Swart M, van Duijnen PT (2006) Mol Simul 32:471

    Article  CAS  Google Scholar 

  30. Ma BY, Lii JH, Allinger NL (2000) J Comp Chem 21:813

    Article  CAS  Google Scholar 

  31. Thole BT (1981) Chem Phys 59:341

    Article  CAS  Google Scholar 

  32. Applequist J, Carl JR, Fung K-K (1972) J Am Chem Soc 94:2952

    Article  CAS  Google Scholar 

  33. Kuyper LF, Hunter RN, Ashton D et al (1991) J Phys Chem 95:6661

    Article  CAS  Google Scholar 

  34. Foloppe N, MacKerell AD (2000) J Comp Chem 21:86

    Article  CAS  Google Scholar 

  35. Stern HA, Rittner F, Berne BJ et al (2001) J Chem Phys 115:2237

    Article  CAS  Google Scholar 

  36. Xie WS, Pu JZ, MacKerell AD, Gao J (2007) J Chem Theor Comput 3:1878

    Article  CAS  Google Scholar 

  37. Gao JL, Habibollazadeh D, Shao L (1995) J Phys Chem 99:16460

    Article  CAS  Google Scholar 

  38. Gao JL, Pavelites JJ, Habibollazadeh D (1996) J Phys Chem 100:2689

    Article  CAS  Google Scholar 

  39. van Duijnen PT, Swart M (1998) J Phys Chem A 102:2399

    Article  Google Scholar 

  40. Xie W, Pu J, Gao J (2009) J Phys Chem A 113:2109

    Article  CAS  Google Scholar 

  41. Ferenczy GG, Reynolds CA (2001) J Phys Chem A 105:11470

    Article  CAS  Google Scholar 

  42. Ren PY, Ponder JW (2002) J Comp Chem 23:1497

    Article  CAS  Google Scholar 

  43. Grossfield A, Ren PY, Ponder JW (2003) J Am Chem Soc 125:15671

    Article  CAS  Google Scholar 

  44. Grossfield A, Ren PY, Ponder JW (2003) Biophys J 84:94A

    Google Scholar 

  45. Ren PY, Ponder JW (2003) J Phys Chem B 107:5933

    Article  CAS  Google Scholar 

  46. Ren PY, Ponder JW (2004) J Phys Chem B 108:13427

    Article  CAS  Google Scholar 

  47. Grossfield A (2005) J Chem Phys 122:024506

    Google Scholar 

  48. Jiao D, King C, Grossfield A et al (2006) J Phys Chem B 110:18553

    Article  CAS  Google Scholar 

  49. Rasmussen TD, Ren PY, Ponder JW et al (2007) Int J Quantum Chem 107:1390

    Article  CAS  Google Scholar 

  50. Drude P (1902) The theory of optics. Kessinger Publishing Company, MT (2008)

  51. London F (1937) Trans Faraday Soc 33:8b

    Article  Google Scholar 

  52. Bade WL (1957) J Chem Phys 27:1280

    Article  CAS  Google Scholar 

  53. Bade WL, Kirkwood JG (1957) J Chem Phys 27:1284

    Article  CAS  Google Scholar 

  54. Bade WL (1958) J Chem Phys 28:282

    Article  CAS  Google Scholar 

  55. Whitfield TW, Martyna GJ (2006) Chem Phys Lett 424:409

    Article  CAS  Google Scholar 

  56. Amos AT (1996) Int J Quantum Chem 60:67

    Article  CAS  Google Scholar 

  57. Wang F, Jordan KD (2002) J Chem Phys 116:6973

    Article  CAS  Google Scholar 

  58. Dick BG, Overhauser AW (1958) Phys Rev 112:90

    Article  CAS  Google Scholar 

  59. Hanlon JE, Lawson AW (1959) Phys Rev 113:472

    Article  CAS  Google Scholar 

  60. Jacucci G, McDonald IR, Singer K (1974) Phys Lett A 50:141

    Article  Google Scholar 

  61. Lindan PJD, Gillan MJ (1993) J Phys: Condens Matter 5:1019

    Article  CAS  Google Scholar 

  62. Mitchell PJ, Fincham D (1993) J Phys: Condens Matter 5:1031

    Article  CAS  Google Scholar 

  63. Lindan PJD (1995) Mol Simul 14:303

    Article  CAS  Google Scholar 

  64. Hoye JS, Stell G (1980) J Chem Phys 73:461

    Article  Google Scholar 

  65. Pratt LR (1980) Mol Phys 40:347

    Article  CAS  Google Scholar 

  66. Lado F (1997) J Chem Phys 106:4707

    Article  CAS  Google Scholar 

  67. Cao J, Berne BJ (1993) J Chem Phys 99:2213

    Article  CAS  Google Scholar 

  68. Noskov SY, Lamoureux G, Roux B (2005) J Phys Chem B 109:6705

    Article  CAS  Google Scholar 

  69. Anisimov VM, Vorobyov IV, Roux B et al (2007) J Chem Theor Comput 3:1927

    Article  CAS  Google Scholar 

  70. Lopes PEM, Lamoureux G, Roux B et al (2007) J Phys Chem B 111:2873

    Article  CAS  Google Scholar 

  71. Saint-Martin H, Medina-Llanos C, Ortega-Blake I (1990) J Chem Phys 93:6448

    Article  CAS  Google Scholar 

  72. de Leeuw NH, Parker SC (1998) Phys Rev B 58:13901

    Article  Google Scholar 

  73. Saint-Martin H, Hernandez-Cobos J, Bernal-Uruchurtu MI et al (2000) J Chem Phys 113:10899

    Article  CAS  Google Scholar 

  74. van Maaren PJ, van der Spoel D (2001) J Phys Chem B 105:2618

    Article  CAS  Google Scholar 

  75. Yu HB, Hansson T, van Gunsteren WF (2003) J Chem Phys 118:221

    Article  CAS  Google Scholar 

  76. Lamoureux G, MacKerell AD, Roux B (2003) J Chem Phys 119:5185

    Article  CAS  Google Scholar 

  77. Lamoureux G, Harder E, Vorobyov IV et al (2006) Chem Phys Lett 418:245

    Article  CAS  Google Scholar 

  78. Lamoureux G, Roux B (2006) J Phys Chem B 110:3308

    Article  CAS  Google Scholar 

  79. Whitfield TW, Varma S, Harder E et al (2007) J Chem Theor Comput 3:2068

    Article  CAS  Google Scholar 

  80. Lu ZY, Zhang YK (2008) J Chem Theor Comput 4:1237

    Article  CAS  Google Scholar 

  81. Lamoureux G, Roux B (2003) J Chem Phys 119:3025

    Article  CAS  Google Scholar 

  82. Anisimov VM, Lamoureux G, Vorobyov IV et al (2005) J Chem Theor Comput 1:153

    Article  CAS  Google Scholar 

  83. Harder E, Anisimov VM, Vorobyov IV et al (2006) J Chem Theor Comput 2:1587

    Article  CAS  Google Scholar 

  84. Harder E, Anisimov VM, Whitfield TW et al (2008) J Phys Chem B 112:3509

    Article  CAS  Google Scholar 

  85. Vorobyov IV, Anisimov VM, MacKerell AD (2005) J Phys Chem B 109:18988

    Article  CAS  Google Scholar 

  86. Vorobyov I, Anisimov VM, Greene S et al (2007) J Chem Theor Comput 3:1120

    Article  CAS  Google Scholar 

  87. Stern HA, Kaminski GA, Banks JL et al (1999) J Phys Chem B 103:4730

    Article  CAS  Google Scholar 

  88. Banks JL, Kaminski GA, Zhou RH et al (1999) J Chem Phys 110:741

    Article  CAS  Google Scholar 

  89. Kaminski GA, Stern HA, Berne BJ et al (2002) J Comp Chem 23:1515

    Article  CAS  Google Scholar 

  90. Yin DX, Mackerell AD (1998) J Comp Chem 19:334

    Article  CAS  Google Scholar 

  91. Rick SW, Stuart SJ, Berne BJ (1994) J Chem Phys 101:6141

    Article  CAS  Google Scholar 

  92. Nalewajski RF (1991) Int J Quantum Chem 40:265

    Article  CAS  Google Scholar 

  93. Chelli R, Procacci P (2002) J Chem Phys 117:9175

    Article  CAS  Google Scholar 

  94. Itskowitz P, Berkowitz ML (1997) J Phys Chem A 101:5687

    Article  CAS  Google Scholar 

  95. Nalewajski RF (1998) Pol J Chem 72:1763

    CAS  Google Scholar 

  96. Chelli R, Ciabatti S, Cardini G et al (1999) J Chem Phys 111:4218

    Article  CAS  Google Scholar 

  97. Bret C, Field MJ, Hemmingsen L (2000) Mol Phys 98:751

    Article  CAS  Google Scholar 

  98. Chelli R, Ciabatti S, Cardini G et al (2000) J Chem Phys 112:5515

    Article  CAS  Google Scholar 

  99. Nalewajski RF (2000) Int J Quantum Chem 78:168

    Article  CAS  Google Scholar 

  100. Llanta E, Ando K, Rey R (2001) J Phys Chem B 105:7783

    Article  CAS  Google Scholar 

  101. York DM, Yang WT (1996) J Chem Phys 104:159

    Article  CAS  Google Scholar 

  102. Smith PE (2004) J Phys Chem B 108:16271

    Article  CAS  Google Scholar 

  103. Chelli R, Barducci A, Bellucci L et al (2005) J Chem Phys 123:194109

  104. Medeiros M (2005) Theor Chem Acc 113:178

    Article  CAS  Google Scholar 

  105. Piquemal JP, Chelli R, Procacci P et al (2007) J Phys Chem A 111:8170

    Article  CAS  Google Scholar 

  106. Warren GL, Davis JE, Patel S (2008) J Chem Phys 128:144110

    Google Scholar 

  107. Zhang Y, Lin H (2008) J Chem Theor Comput 4:414

    Article  CAS  Google Scholar 

  108. Rappé AK, Goddard WA (1991) J Phys Chem 95:3358

    Article  Google Scholar 

  109. Kitao O, Ogawa T (2003) Mol Phys 101:3

    Article  CAS  Google Scholar 

  110. Nistor RA, Polihronov JG, Muser MH et al (2006) J Chem Phys 125:094108

    Google Scholar 

  111. Ogawa T, Kurita N, Sekino H et al (2004) Chem Phys Lett 397:382

    Article  CAS  Google Scholar 

  112. Sefcik J, Demiralp E, Cagin T et al (2002) J Comp Chem 23:1507

    Article  CAS  Google Scholar 

  113. Tanaka M, Siehl HU (2008) Chem Phys Lett 457:263

    Article  CAS  Google Scholar 

  114. Brodersen S, Wilke S, Leusen FJJ et al (2005) Cryst Growth Des 5:925

    Article  CAS  Google Scholar 

  115. Chen B, Xing JH, Siepmann JI (2000) J Phys Chem B 104:2391

    Article  CAS  Google Scholar 

  116. Stuart SJ, Berne BJ (1996) J Phys Chem 100:11934

    Article  CAS  Google Scholar 

  117. Stuart SJ, Berne BJ (1999) J Phys Chem A 103:10300

    Article  CAS  Google Scholar 

  118. Rick SW, Berne BJ (1996) J Am Chem Soc 118:672

    Article  CAS  Google Scholar 

  119. Toufar H, Baekelandt BG, Janssens GOA et al (1995) J Phys Chem 99:13876

    Article  CAS  Google Scholar 

  120. Parr RG, Pearson RG (1983) J Am Chem Soc 105:7512

    Article  CAS  Google Scholar 

  121. Kitaura K, Morokuma K (1976) Int J Quantum Chem 10:325

    Article  CAS  Google Scholar 

  122. Weinhold F (1997) J Mol Struct Theochem 398–399:181

    Article  Google Scholar 

  123. van der Vaart A, Merz KM (1999) J Am Chem Soc 121:9182

    Article  CAS  Google Scholar 

  124. Korchowiec J, Uchimaru T (2000) J Chem Phys 112:1623

    Article  CAS  Google Scholar 

  125. Jeziorski B, Moszynski R, Szalewicz K (1994) Chem Rev 94:1887

    Article  CAS  Google Scholar 

  126. Chelli R, Procacci P, Righini R et al (1999) J Chem Phys 111:8569

    Article  CAS  Google Scholar 

  127. Yang ZZ, Wang CS (1997) J Phys Chem A 101:6315

    Article  CAS  Google Scholar 

  128. Wang CS, Li SM, Yang ZZ (1998) J Mol Struct Theochem 430:191

    CAS  Google Scholar 

  129. Wang CS, Yang ZZ (1999) J Chem Phys 110:6189

    Article  CAS  Google Scholar 

  130. Cong Y, Yang ZZ (2000) Chem Phys Lett 316:324

    Article  CAS  Google Scholar 

  131. Yang ZZ, Wang CS (2003) J Theor Comput Chem 2:273

    Article  CAS  Google Scholar 

  132. Yang ZZ, Wu Y, Zhao DX (2004) J Chem Phys 120:2541

    Article  CAS  Google Scholar 

  133. Wu Y, Yang ZZ (2004) J Phys Chem A 108:7563

    Article  CAS  Google Scholar 

  134. Parr RG, Yang W (1989) Density-Functional Theory of Atoms and Molecules. Oxford University Press, Oxford

    Google Scholar 

  135. Field MJ (1997) Mol Phys 91:835

    Article  CAS  Google Scholar 

  136. Gao JL (1997) J Phys Chem B 101:657

    Article  CAS  Google Scholar 

  137. Gao JL (1998) J Chem Phys 109:2346

    Article  CAS  Google Scholar 

  138. van Belle D, Couplet I, Prevost M et al (1987) J Mol Biol 198:721

    Article  Google Scholar 

  139. Svishchev IM, Kusalik PG, Wang J et al (1996) J Chem Phys 105:4742

    Article  Google Scholar 

  140. Bernardo DN, Ding YB, Kroghjespersen K et al (1994) J Phys Chem 98:4180

    Article  CAS  Google Scholar 

  141. Medeiros M, Costas ME (1997) J Chem Phys 107:2012

    Article  CAS  Google Scholar 

  142. Campbell T, Kalia RK, Nakano A et al (1999) Phys Rev Lett 82:4866

    Article  CAS  Google Scholar 

  143. Car R, Parrinello M (1985) Phys Rev Lett 55:2471

    Article  CAS  Google Scholar 

  144. van Belle D, Wodak SJ (1995) Comput Phys Comm 91:253

    Article  Google Scholar 

  145. Tuckerman ME, Martyna GJ (2000) J Phys Chem B 104:159

    Article  CAS  Google Scholar 

  146. Tuckerman ME, Martyna GJ (2001) J Phys Chem B 105:7598

    Article  CAS  Google Scholar 

  147. van Belle D, Froeyen M, Lippens G et al (1992) Mol Phys 77:239

    Article  Google Scholar 

  148. Sprik M, Klein ML (1988) J Chem Phys 89:7556

    Article  CAS  Google Scholar 

  149. Stillinger FH, David CW (1978) J Chem Phys 69:1473

    Article  CAS  Google Scholar 

  150. Lybrand TP, Kollman PA (1985) J Chem Phys 83:2923

    Article  CAS  Google Scholar 

  151. Barnes P, Finney JL, Nicholas JD et al (1979) Nature 282:459

    Article  CAS  Google Scholar 

  152. Rullmann JAC, van Duijnen PT (1988) Mol Phys 63:451

    Article  CAS  Google Scholar 

  153. Ahlström P, Wallqvist A, Engström S et al (1989) Mol Phys 68:563

    Article  Google Scholar 

  154. Cieplak P, Kollman P, Lybrand T (1990) J Chem Phys 92:6755

    Article  CAS  Google Scholar 

  155. Niesar U, Corongiu G, Clementi E et al (1990) J Phys Chem 94:7949

    Article  CAS  Google Scholar 

  156. Kuwajima S, Warshel A (1990) J Phys Chem 94:460

    Article  CAS  Google Scholar 

  157. Caldwell J, Dang LX, Kollman PA (1990) J Am Chem Soc 112:9144

    Article  CAS  Google Scholar 

  158. Dang LX (1992) J Chem Phys 97:2659

    Article  CAS  Google Scholar 

  159. Kozack RE, Jordan PC (1992) J Chem Phys 96:3120

    Article  CAS  Google Scholar 

  160. Wallqvist A, Berne BJ (1993) J Phys Chem 97:13841

    Article  CAS  Google Scholar 

  161. Brodholt J, Sampoli M, Vallauri R (1995) Mol Phys 85:81

    Article  CAS  Google Scholar 

  162. Brodholt J, Sampoli M, Vallauri R (1995) Mol Phys 86:149

    Article  CAS  Google Scholar 

  163. Chialvo AA, Cummings PT (1996) J Chem Phys 105:8274

    Article  CAS  Google Scholar 

  164. Dang LX, Chang TM (1997) J Chem Phys 106:8149

    Article  CAS  Google Scholar 

  165. Wallqvist A, Ahlström P, Karlström G (1990) J Phys Chem 94:1649

    Article  CAS  Google Scholar 

  166. Halley JW, Rustad JR, Rahman A (1993) J Chem Phys 98:4110

    Article  CAS  Google Scholar 

  167. Corongiu G (1992) Int J Quantum Chem 42:1209

    Article  CAS  Google Scholar 

  168. Zhu SB, Singh S, Robinson GW (1991) J Chem Phys 95:2791

    Article  CAS  Google Scholar 

  169. Zhu SB, Yao S, Zhu JB et al (1991) J Phys Chem 95:6211

    Article  CAS  Google Scholar 

  170. Feyereisen MW, Feller D, Dixon DA (1996) J Phys Chem 100:2993

    Article  CAS  Google Scholar 

  171. Burnham CJ, Li JC, Xantheas SS et al (1999) J Chem Phys 110:4566

    Article  CAS  Google Scholar 

  172. Dang LX, Smith DE (1993) J Chem Phys 99:6950

    Article  CAS  Google Scholar 

  173. Sprik M, Klein ML, Watanabe K (1990) J Phys Chem 94:6483

    Article  CAS  Google Scholar 

  174. Xantheas SS, Dang LX (1996) J Phys Chem 100:3989

    Article  CAS  Google Scholar 

  175. Bryce RA, Buesnel R, Hillier IH et al (1997) Chem Phys Lett 279:367

    Article  CAS  Google Scholar 

  176. Cabarcos OM, Weinheimer CJ, Lisy JM (1999) J Chem Phys 110:8429

    Article  CAS  Google Scholar 

  177. Baik J, Kim J, Majumdar D et al (1999) J Chem Phys 110:9116

    Article  CAS  Google Scholar 

  178. Robertson WH, Diken EG, Price EA et al (2003) Science 299:1367

    Article  CAS  Google Scholar 

  179. Lightstone FC, Schwegler E, Hood RQ et al (2001) Chem Phys Lett 343:549

    Article  CAS  Google Scholar 

  180. Bako I, Hutter J, Palinkas G (2002) J Chem Phys 117:9838

    Article  CAS  Google Scholar 

  181. Wallqvist A (1990) Chem Phys Lett 165:437

    Article  CAS  Google Scholar 

  182. Motakabbir KA, Berkowitz ML (1991) Chem Phys Lett 176:61

    Article  CAS  Google Scholar 

  183. New MH, Berne BJ (1995) J Am Chem Soc 117:7172

    Article  CAS  Google Scholar 

  184. Rick SW, Berne BJ (1997) J Phys Chem B 101:10488

    Article  CAS  Google Scholar 

  185. Soper AK, Phillips MG (1986) Chem Phys 107:47

    Article  CAS  Google Scholar 

  186. Dore JC (1991) J Mol Struct 250:193

    Article  CAS  Google Scholar 

  187. Dore JC, Blakey DM (1995) J Mol Liq 65–66:85

    Article  Google Scholar 

  188. Soper AK (1997) J Phys: Condens Matter 9:2717

    Article  CAS  Google Scholar 

  189. Jedlovszky P, Brodholt JP, Bruni F et al (1998) J Chem Phys 108:8528

    Article  CAS  Google Scholar 

  190. Soper AK (2000) Chem Phys 258:121

    Article  CAS  Google Scholar 

  191. Nakahara M, Matubayasi N, Wakai C et al (2001) J Mol Liq 90:75

    Article  CAS  Google Scholar 

  192. Narten AH, Levy HA (1972) In: Franks F (ed) Water a comprehensive treatise. Plenum Press, New York

    Google Scholar 

  193. Page DI (1972) In: Franks F (ed) Water a comprehensive treatise. Plenum Press, New York

    Google Scholar 

  194. Narten AH, Thiessen WE, Blum L (1982) Science 217:1033

    Article  CAS  Google Scholar 

  195. Yamanaka K, Yamaguchi T, Wakita H (1994) J Chem Phys 101:9830

    Article  CAS  Google Scholar 

  196. Hura G, Sorenson JM, Glaeser RM et al (2000) J Chem Phys 113:9140

    Article  CAS  Google Scholar 

  197. Sorenson JM, Hura G, Glaeser RM et al (2000) J Chem Phys 113:9149

    Article  CAS  Google Scholar 

  198. Head-Gordon T, Hura G (2002) Chem Rev 102:2651

    Article  CAS  Google Scholar 

  199. Soper AK, Turner J (1993) Int J Mod Phys B 7:3049

    Article  CAS  Google Scholar 

  200. Soper AK, Bruni F, Ricci MA (1997) J Chem Phys 106:247

    Article  CAS  Google Scholar 

  201. Mahoney MW, Jorgensen WL (2000) J Chem Phys 112:8910

    Article  CAS  Google Scholar 

  202. Corongiu G, Clementi E (1992) J Chem Phys 97:2030

    Article  CAS  Google Scholar 

  203. Berendsen H, Postma JPM, van Gusteren WF (1981) In: Pullman B et al (eds) Intermolecular forces. Reidel Publishing Company, Dordrecht, The Netherlands

    Google Scholar 

  204. Jedlovszky P, Vallauri R (1999) Mol Phys 97:1157

    Article  CAS  Google Scholar 

  205. Rick SW (2001) J Chem Phys 114:2276

    Article  CAS  Google Scholar 

  206. Jedlovszky P, Richardi J (1999) J Chem Phys 110:8019

    Article  CAS  Google Scholar 

  207. Mahoney MW, Jorgensen WL (2001) J Chem Phys 115:10758

    Article  CAS  Google Scholar 

  208. Saint-Martin H, Hernandez-Cobos J, Ortega-Blake I (2005) J Chem Phys 122:224509

    Google Scholar 

  209. Lopez-Lemus J, Chapela GA, Alejandre J (2008) J Chem Phys 128:174703

    Google Scholar 

  210. Yezdimer EM, Cummings PT (1999) Mol Phys 97:993

    Article  CAS  Google Scholar 

  211. Kiyohara K, Gubbins KE, Panagiotopoulos AZ (1998) Mol Phys 94:803

    Article  CAS  Google Scholar 

  212. Svishchev IM, Hayward TM (1999) J Chem Phys 111:9034

    Article  CAS  Google Scholar 

  213. Berendsen HJC, Grigera JR, Straatsma TP (1987) J Phys Chem 91:6269

    Article  CAS  Google Scholar 

  214. Panagiotopoulos AZ (1987) Mol Phys 61:813

    Article  CAS  Google Scholar 

  215. Hill PG (1990) J Phys Chem Ref Data 19:1233

    Article  CAS  Google Scholar 

  216. Markovich G, Perera L, Berkowitz ML et al (1996) J Chem Phys 105:2675

    Article  CAS  Google Scholar 

  217. Klopper W, van Duijneveldt-van de Rijdt J, van Duijneveldt FB (2000) Phys Chem Chem Phys 2:2227

  218. Tschumper GS, Leininger ML, Hoffman BC et al (2002) J Chem Phys 116:690

    Article  CAS  Google Scholar 

  219. Lee HM, Suh SB, Lee JY et al (2000) J Chem Phys 112:9759

    Article  CAS  Google Scholar 

  220. Xantheas SS, Burnham CJ, Harrison RJ (2002) J Chem Phys 116:1493

    Article  CAS  Google Scholar 

  221. Kaplan JH (2002) Annu Rev Biochem 71:511

    Article  CAS  Google Scholar 

  222. Zhang CX, Lippard SJ (2003) Curr Opin Chem Biol 7:481

    Article  CAS  Google Scholar 

  223. Aleman EA, Lamichhane R, Rueda D (2008) Curr Opin Chem Biol 12:647

    Article  CAS  Google Scholar 

  224. Al-Hashimi HM, Walter NG (2008) Curr Opin Struct Biol 18:321

    Article  CAS  Google Scholar 

  225. Chen PR, He C (2008) Curr Opin Chem Biol 12:214

    Article  CAS  Google Scholar 

  226. Manning GS (1978) Quart Rev Biophys 11:179

    Article  CAS  Google Scholar 

  227. Scott WG (1999) Curr Opin Chem Biol 3:705

    Article  CAS  Google Scholar 

  228. Draper DE (2004) Rna-a publication of the Rna society 10:335

    CAS  Google Scholar 

  229. Bartlett GJ, Borkakoti N, Thornton JM (2003) J Mol Biol 331:829

    Article  CAS  Google Scholar 

  230. Harris ME, Christian EL (2003) Curr Opin Struct Biol 13:325

    Article  CAS  Google Scholar 

  231. Sigel RKO, Pyle AM (2007) Chem Rev 107:97

    Article  CAS  Google Scholar 

  232. Doyle DA, Cabral JM, Pfuetzner RA et al (1998) Science 280:69

    Article  CAS  Google Scholar 

  233. Dutzler R, Campbell EB, Cadene M et al (2002) Nature 415:287

    Article  CAS  Google Scholar 

  234. Jiang YX, Lee A, Chen JY et al (2003) Nature 423:33

    Article  CAS  Google Scholar 

  235. Okada T (1991) J Chem Soc Faraday Trans 87:3027

    Article  CAS  Google Scholar 

  236. Okada T (1998) Anal Sci 14:469

    Article  CAS  Google Scholar 

  237. Takeda Y, Kanazawa M, Katsuta S (2000) Anal Sci 16:929

    Article  CAS  Google Scholar 

  238. Dang LX, Rice JE, Caldwell J et al (1991) J Am Chem Soc 113:2481

    Article  CAS  Google Scholar 

  239. Roux B (1993) Chem Phys Lett 212:231

    Article  CAS  Google Scholar 

  240. Roux B, Karplus M (1995) J Comp Chem 16:690

    Article  CAS  Google Scholar 

  241. Dzidic I, Kebarle P (1970) J Phys Chem 74:1466

    Article  CAS  Google Scholar 

  242. Marcus Y (1986) J Chem Soc Faraday Trans I 83:233

    Article  Google Scholar 

  243. Tissandier MD, Cowen KA, Feng WY et al (1998) J Phys Chem A 102:7787

    Article  CAS  Google Scholar 

  244. Åqvist J (1990) J Phys Chem 94:8021

    Article  Google Scholar 

  245. Cheatham TEIII (2005) In: Spellmeyer DC (ed) Annual reports in computational chemistry. Elsevier, Amsterdam

    Google Scholar 

  246. Beglov D, Roux B (1994) J Chem Phys 100:9050

    Article  CAS  Google Scholar 

  247. Marchand S, Roux B (1998) Protein Struct Funct Genet 33:265

    Article  CAS  Google Scholar 

  248. Rosseinsky DR (1965) Chem Rev 65:467

    Article  CAS  Google Scholar 

  249. Kalidas C, Hefter G, Marcus Y (2000) Chem Rev 100:819

    Article  CAS  Google Scholar 

  250. Grunwald E, Baughman G, Kohnstam G (1960) J Am Chem Soc 82:5801

    Article  Google Scholar 

  251. Warren GL, Patel S (2007) J Chem Phys 127:064509

    Google Scholar 

  252. Warren GL, Patel S (2008) J Phys Chem C 112:7455

    Article  CAS  Google Scholar 

  253. Warren GL, Patel S (2008) J Phys Chem B 112:11679

    Article  CAS  Google Scholar 

  254. Masia M, Probst M, Rey R (2005) J Chem Phys 123:164505

    Article  CAS  Google Scholar 

  255. Masia M, Probst M, Rey R (2004) J Chem Phys 121:7362

    Article  CAS  Google Scholar 

  256. Li X, Yang ZZ (2005) J Phys Chem A 109:4102

    Article  CAS  Google Scholar 

  257. Yang ZZ, Li X (2005) J Phys Chem A 109:3517

    Article  CAS  Google Scholar 

  258. Piquemal JP, Perera L, Cisneros GA et al (2006) J Chem Phys 125:054511

    Google Scholar 

  259. Bagus PS, Illas F (1992) J Chem Phys 96:8962

    Article  CAS  Google Scholar 

  260. Jungwirth P, Tobias DJ (2006) Chem Rev 106:1259

    Article  CAS  Google Scholar 

  261. Salvador P, Curtis JE, Tobias DJ et al (2003) Phys Chem Chem Phys 5:3752

    Article  CAS  Google Scholar 

  262. Archontis G, Leontidis E, Andreou G (2005) J Phys Chem B 109:17957

    Article  CAS  Google Scholar 

  263. Archontis G, Leontidis E (2006) Chem Phys Lett 420:199

    Article  CAS  Google Scholar 

  264. Tuma L, Jenicek D, Jungwirth P (2005) Chem Phys Lett 411:70

    Article  CAS  Google Scholar 

  265. Brown MA, D’Auria R, Kuo IFW et al (2008) Phys Chem Chem Phys 10:4778

    Article  CAS  Google Scholar 

  266. Wang XW, Watanabe H, Fuji M et al (2008) Chem Phys Lett 458:235

    Article  CAS  Google Scholar 

  267. Picalek J, Minofar B, Kolafa J et al (2008) Phys Chem Chem Phys 10:5765

    Article  CAS  Google Scholar 

  268. Hagberg D, Karlstrom G, Roos BO et al (2005) J Am Chem Soc 127:14250

    Article  CAS  Google Scholar 

  269. No KT, Grant JA, Scheraga HA (1990) J Phys Chem 94:4732

    Article  CAS  Google Scholar 

  270. No KT, Grant JA, Jhon MS et al (1990) J Phys Chem 94:4740

    Article  CAS  Google Scholar 

  271. van Belle D, Wodak SJ (1993) J Am Chem Soc 115:647

    Article  Google Scholar 

  272. Rick SW (2003) J Phys Chem B 107:9853

    Article  CAS  Google Scholar 

  273. English NJ, MacElroy JMD (2003) J Comp Chem 24:1569

    Article  CAS  Google Scholar 

  274. Zhang Q, Yang ZZ (2005) Chem Phys Lett 403:242

    Article  CAS  Google Scholar 

  275. Borodin O, Smith GD (2006) J Phys Chem B 110:6279

    Article  CAS  Google Scholar 

  276. Patel SA, Brooks CL (2006) J Chem Phys 124:204706

    Article  CAS  Google Scholar 

  277. Davis JE, Warren GL, Patel S (2008) J Phys Chem B 112:8298

    Article  CAS  Google Scholar 

  278. Jalkanen JP, Zerbetto F (2006) J Phys Chem B 110:5595

    Article  CAS  Google Scholar 

  279. Caldwell JW, Kollman PA (1995) J Phys Chem 99:6208

    Article  CAS  Google Scholar 

  280. Cieplak P, Caldwell J, Kollman P (2001) J Comp Chem 22:1048

    Article  CAS  Google Scholar 

  281. Chelli R, Pagliai M, Procacci P et al (2005) J Chem Phys 122

  282. Ferenczy GG (1991) J Comp Chem 12:913

    Article  CAS  Google Scholar 

  283. Winn PJ, Ferenczy GG, Reynolds CA (1997) J Phys Chem A 101:5437

    Article  CAS  Google Scholar 

  284. Winn PJ, Ferenczy GG, Reynolds CA (1999) J Comp Chem 20:704

    Article  CAS  Google Scholar 

  285. Kaminski GA, Friesner RA, Zhou RH (2003) J Comp Chem 24:267

    Article  CAS  Google Scholar 

  286. Yu HB, Geerke DP, Liu HY et al (2006) J Comp Chem 27:1494

    Article  CAS  Google Scholar 

  287. Valdez-Gonzales M, Saint-Martin H, Hernandez-Cobos J et al (2007) J Chem Phys 127:224507

    Google Scholar 

  288. Patel S, Brooks CL (2005) J Chem Phys 123:164502

    Article  CAS  Google Scholar 

  289. Patel S, Brooks CL (2005) J Chem Phys 122:024508

    Article  CAS  Google Scholar 

  290. Zhong Y, Warren GL, Patel S (2008) J Comp Chem 29:1142

    Article  CAS  Google Scholar 

  291. Kaminski GA, Stern HA, Berne BJ et al (2004) J Phys Chem A 108:621

    Article  CAS  Google Scholar 

  292. Soteras I, Curutchet C, Bidon-Chanal A et al (2007) J Chem Theor Comput 3:1901

    Article  CAS  Google Scholar 

  293. Mayer A, Astrand PO (2008) J Phys Chem A 112:1277

    Article  CAS  Google Scholar 

  294. Shirts RB, Stolworthy LD (1994) J Inclusion Phenom Mol Recognit Chem 20:297

    Article  Google Scholar 

  295. Rick SW, Stuart SJ, Bader JS et al (1995) J Mol Liq 65–66:31

    Article  Google Scholar 

  296. Bader JS, Cortis CM, Berne BJ (1997) J Chem Phys 106:2372

    Article  CAS  Google Scholar 

  297. Mannfors B, Palmo K, Krimm S (2000) J Mol Struct 556:1

    Article  CAS  Google Scholar 

  298. Borodin O, Smith GD, Douglas R (2003) J Phys Chem B 107:6824

    Article  CAS  Google Scholar 

  299. Borodin O, Smith GD (2006) J Phys Chem B 110:6293

    Article  CAS  Google Scholar 

  300. Borodin O, Smith GD (2006) J Phys Chem B 110:4971

    Article  CAS  Google Scholar 

  301. Borodin O, Smith GD (2006) Macromolecules 39:1620

    Article  CAS  Google Scholar 

  302. Borodin O, Smith GD, Fan P (2006) J Phys Chem B 110:22773

    Article  CAS  Google Scholar 

  303. Borodin O, Smith GD (2007) Macromolecules 40:1252

    Article  CAS  Google Scholar 

  304. Borodin O, Smith GD, Sewell TD et al (2008) J Phys Chem B 112:734

    Article  CAS  Google Scholar 

  305. Ding YB, Bernardo DN, Kroghjespersen K et al (1995) J Phys Chem 99:11575

    Article  CAS  Google Scholar 

  306. Meng EC, Caldwell JW, Kollman PA (1996) J Phys Chem 100:2367

    Article  CAS  Google Scholar 

  307. Allen TW, Andersen OS, Roux B (2004) Proc Natl Acad Sci USA 101:117

    Article  CAS  Google Scholar 

  308. Allen TW, Andersen OS, Roux B (2006) Biophys J 90:3447

    Article  CAS  Google Scholar 

  309. Morita A, Kato S (1999) J Chem Phys 110:11987

    Article  CAS  Google Scholar 

  310. Schropp B, Tavan P (2008) J Phys Chem B 112:6233

    Article  CAS  Google Scholar 

  311. Botek E, Giribet C, de Azua MR et al (2008) J Phys Chem A 112:6992

    Article  CAS  Google Scholar 

  312. Warshel A, Levitt M (1976) J Mol Biol 103:227

    Article  CAS  Google Scholar 

  313. Warshel A (1979) J Phys Chem 83:1640

    Article  CAS  Google Scholar 

  314. Warshel A (1981) Biochemistry 20:3167

    Article  CAS  Google Scholar 

  315. Friesner RA (2006) Adv Protein Chem 72:79

    Article  CAS  Google Scholar 

  316. Harder E, Kim BC, Friesner RA et al (2005) J Chem Theor Comput 1:169

    Article  CAS  Google Scholar 

  317. Kim BC, Young T, Harder E et al (2005) J Phys Chem B 109:16529

    Article  CAS  Google Scholar 

  318. Liang T, Walsh TR (2006) Phys Chem Chem Phys 8:4410

    Article  CAS  Google Scholar 

  319. Llinas P, Masella M, Stigbrand T et al (2006) Protein Sci 15:1691

    Article  CAS  Google Scholar 

  320. Wang ZX, Zhang W, Wu C et al (2006) J Comp Chem 27:781

    Article  CAS  Google Scholar 

  321. Yang ZZ, Zhang Q (2006) J Comp Chem 27:1

    Article  CAS  Google Scholar 

  322. Guan QM, Yang ZZ (2007) J Theor Comput Chem 6:731

    Article  CAS  Google Scholar 

  323. Jiang N, Ma J (2008) J Phys Chem A 112:9854

    Article  CAS  Google Scholar 

  324. Cui BQ, Guan QM, Gong LD et al (2008) Chem J Chin Univ-Chinese 29:585

    CAS  Google Scholar 

  325. Vorobyov I, Li LB, Allen TW (2008) J Phys Chem B 112:9588

    Article  CAS  Google Scholar 

  326. Masella M, Borgis D, Cuniasse P (2008) J Comp Chem 29:1707

    Article  CAS  Google Scholar 

  327. Jiao D, Golubkov PA, Darden TA et al (2008) Proc Natl Acad Sci USA 105:6290

    Article  CAS  Google Scholar 

  328. Schultheis V, Reichold R, Schropp B et al (2008) J Phys Chem B 112:12217

    Article  CAS  Google Scholar 

  329. Baucom J, Transue T, Fuentes-Cabrera M et al (2004) J Chem Phys 121:6998

    Article  CAS  Google Scholar 

  330. Babin V, Baucom J, Darden TA et al (2006) Int J Quantum Chem 106:3260

    Article  CAS  Google Scholar 

  331. Babin V, Baucom J, Darden TA et al (2006) J Phys Chem B 110:11571

    Article  CAS  Google Scholar 

  332. Cozmuta I, Mehrez H (2007) J Comput Theor Nanosci 4:349

    CAS  Google Scholar 

  333. Šponer J, Špačková N (2007) Methods 43:278

    Article  CAS  Google Scholar 

  334. Stefl R, Cheatham TE, Špačková N et al (2003) Biophys J 85:1787

    Article  CAS  Google Scholar 

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Acknowledgments

Financial support from the NIH (GM 51501 to A.D.M. and GM 072558 to B.R. and A.D.M.) is acknowledged.

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Lopes, P.E.M., Roux, B. & MacKerell, A.D. Molecular modeling and dynamics studies with explicit inclusion of electronic polarizability: theory and applications. Theor Chem Acc 124, 11–28 (2009). https://doi.org/10.1007/s00214-009-0617-x

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