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Thermodynamically Consistent Force Fields for the Assembly of Inorganic, Organic, and Biological Nanostructures: The INTERFACE Force Field

Heinz, Hendrik, Lin, Tzu-Jen, Kishore Mishra, Ratan, Emami, Fateme S.·2013·Langmuir

Abstract

The complexity of the molecular recognition and assembly of biotic-abiotic interfaces on a scale of 1 to 1000 nm can be understood more effectively using simulation tools along with laboratory instrumentation. We discuss the current capabilities and limitations of atomistic force fields and explain a strategy to obtain dependable parameters for inorganic compounds that has been developed and tested over the past decade. Parameter developments include several silicates, aluminates, metals, oxides, sulfates, and apatites that are summarized in what we call the INTERFACE force field. The INTERFACE force field operates as an extension of common harmonic force fields (PCFF, COMPASS, CHARMM, AMBER, GROMACS, and OPLS-AA) by employing the same functional form and combination rules to enable simulations of inorganic-organic and inorganic-biomolecular interfaces. The parametrization builds on an in-depth understanding of physical-chemical properties on the atomic scale to assign each parameter, especially atomic charges and van der Waals constants, as well as on the validation of macroscale physical-chemical properties for each compound in comparison to measurements. The approach eliminates large discrepancies between computed and measured bulk and surface properties of up to 2 orders of magnitude using other parametrization protocols and increases the transferability of the parameters by introducing thermodynamic consistency. As a result, a wide range of properties can be computed in quantitative agreement with experiment, including densities, surface energies, solid-water interface tensions, anisotropies of interfacial energies of different crystal facets, adsorption energies of biomolecules, and thermal and mechanical properties. Applications include insight into the assembly of inorganic-organic multiphase materials, the recognition of inorganic facets by biomolecules, growth and shape preferences of nanocrystals and nanoparticles, as well as thermal transitions and nanomechanics. Limitations and opportunities for further development are also described.

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Research works printed but not linked: 73

  1. Bita I., 2008, Science, 321, 939, 10.1126/science.1159352 · DOI · Paper page
  2. Dickerson M. B., 2008, Chem. Rev., 108, 4935, 10.1021/cr8002328 · DOI · Paper page
  3. Coppage R., 2010, Angew. Chem., Int. Ed., 49, 3767, 10.1002/anie.200906949 · DOI
  4. Chiu C.-Y., 2011, Nat. Chem., 3, 393, 10.1038/nchem.1025 · DOI · Paper page
  5. Feng J., 2011, ACS Nano, 5, 9413, 10.1021/nn2035439 · DOI
  6. Patwardhan S. V., 2012, J. Am. Chem. Soc., 134, 6244, 10.1021/ja211307u · DOI · Paper page
  7. Frenkel D., 2002, Understanding Molecular Simulation
  8. Praprotnik M., 2008, Annu. Rev. Phys. Chem., 59, 545, 10.1146/annurev.physchem.59.032607.093707 · DOI
  9. Zhao Y., 2008, Acc. Chem. Res., 41, 157, 10.1021/ar700111a · DOI
  10. Heinz H., 2003, J. Am. Chem. Soc., 125, 9500, 10.1021/ja021248m · DOI
  11. Benitez D., 2009, Nat. Chem., 1, 482, 10.1038/nchem.331 · DOI · Paper page
  12. Zartman G. D., 2010, J. Phys. Chem. C, 114, 1763, 10.1021/jp907012w · DOI
  13. Heinz H., 2005, Chem. Mater., 17, 5658, 10.1021/cm0509328 · DOI · Paper page
  14. Born M., 1919, Verh. Dtsch. Phys. Ges., 21, 13
  15. Jones J. E., 1924, Proc. R. Soc. London, Ser. A, 106, 463, 10.1098/rspa.1924.0082 · DOI · Paper page
  16. Jones J. E., 1925, Proc. R. Soc. London, Ser. A, 107, 636, 10.1098/rspa.1925.0047 · DOI
  17. Pearlman D. A., 1995, Comput. Phys. Commun., 91, 1, 10.1016/0010-4655(95)00041-D · DOI
  18. MacKerell A. D., 1998, J. Phys. Chem. B, 102, 3586, 10.1021/jp973084f · DOI · Paper page
  19. Sun H., 1998, J. Phys. Chem. B, 102, 7338, 10.1021/jp980939v · DOI
  20. Dauber-Osguthorpe P., 1988, Proteins: Struct., Funct., Genet., 4, 31, 10.1002/prot.340040106 · DOI · Paper page
  21. Mayo S. L., 1990, J. Phys. Chem., 94, 8897, 10.1021/j100389a010 · DOI
  22. Berendsen H. J. C., 1995, Comput. Phys. Commun., 91, 43, 10.1016/0010-4655(95)00042-E · DOI · Paper page
  23. Hess B., 2008, J. Chem. Theory Comput., 4, 435, 10.1021/ct700301q · DOI · Paper page
  24. Halgren T. A., 1996, J. Comput. Chem., 17, 490, 10.1002/(SICI)1096-987X(199604)17:5/6<490::AID-JCC1>3.0.CO;2-P · DOI
  25. Jorgensen W. L., 1996, J. Am. Chem. Soc., 118, 11225, 10.1021/ja9621760 · DOI · Paper page
  26. Sun H., 1994, J. Am. Chem. Soc., 116, 2978, 10.1021/ja00086a030 · DOI
  27. Rai N., 2007, J. Phys. Chem. B, 111, 10790, 10.1021/jp073586l · DOI
  28. Fang C. M., 2000, J. Am. Ceram. Soc., 83, 2082, 10.1111/j.1151-2916.2000.tb01516.x · DOI
  29. Spagnoli D., 2006, J. Mater. Chem., 16, 1997, 10.1039/b600808a · DOI
  30. Park S. H., 2002, Phys. Rev. Lett., 89, 085501, 10.1103/PhysRevLett.89.085501 · DOI
  31. Smith G. D., 2002, J. Comput. Chem., 23, 1480, 10.1002/jcc.10166 · DOI
  32. Daw M. S., 1992, Mater. Sci. Rep., 9, 251, 10.1016/0920-2307(93)90001-U · DOI · Paper page
  33. Chenoweth K., 2008, J. Phys. Chem. A, 112, 1040, 10.1021/jp709896w · DOI · Paper page
  34. Tersoff J., 1988, Phys. Rev. Lett., 61, 2879, 10.1103/PhysRevLett.61.2879 · DOI
  35. Brenner D. W., 1990, Phys. Rev. B, 42, 9458, 10.1103/PhysRevB.42.9458 · DOI
  36. Stuart S. J., 2000, J. Chem. Phys., 112, 6472, 10.1063/1.481208 · DOI · Paper page
  37. Heinz H., 2008, J. Phys. Chem. C, 112, 17281, 10.1021/jp801931d · DOI · Paper page
  38. Segvich S., 2009, Cells Tissues Organs, 189, 245, 10.1159/000151380 · DOI
  39. Iori F., 2009, J. Comput. Chem., 30, 1465, 10.1002/jcc.21165 · DOI · Paper page
  40. Pellenq R. J.-M., 2009, Proc. Natl. Acad. Sci. U.S.A., 106, 16102, 10.1073/pnas.0902180106 · DOI
  41. Oren E. E., 2010, Langmuir, 26, 11003, 10.1021/la100049s · DOI
  42. Monti S., 2011, J. Phys. Chem. C, 115, 24238, 10.1021/jp207950p · DOI
  43. Butenuth A., 2012, Phys. Status Solildi B, 249, 292, 10.1002/pssb.201100786 · DOI
  44. Mishra, R. K.Simulation of Interfaces in Construction Materials: Tricalcium Silicate, Gypsum, and Organic Modifiers. Ph.D. Dissertation,University of Akron, 2012.
  45. Heinz H., 2006, J. Chem. Phys., 124, 224713, 10.1063/1.2202330 · DOI
  46. Fu Y. T., 2010, Chem. Mater., 22, 1595, 10.1021/cm902784r · DOI
  47. Heinz H., 2011, J. R. Soc., Interface, 8, 220, 10.1098/rsif.2010.0318 · DOI
  48. Heinz H., 2009, J. Am. Chem. Soc., 131, 9704, 10.1021/ja900531f · DOI
  49. Feng J., 2011, Soft Matter, 7, 2113, 10.1039/c0sm01118e · DOI
  50. Feng J., 2012, Small, 8, 1049, 10.1002/smll.201102066 · DOI
  51. Coppage R., 2011, J. Am. Chem. Soc., 133, 12346, 10.1021/ja203726n · DOI
  52. Heinz H., 2004, J. Phys. Chem. B, 108, 18341, 10.1021/jp048142t · DOI
  53. Giese R. F., 2002, Colloid and Surface Properties of Clays and Related Minerals, 10.1201/9780203910658 · DOI
  54. Lide D. R., 2008, CRC Handbook of Chemistry and Physics
  55. Batsanov S. S., 2001, Inorg. Mater., 37, 871, 10.1023/A:1011625728803 · DOI · Paper page
  56. Hirshfeld F. L., 1977, Theor. Chim. Acta, 44, 129, 10.1007/BF00549096 · DOI
  57. Gross K. C., 2002, Int. J. Quantum Chem., 90, 445, 10.1002/qua.10108 · DOI
  58. Halgren T. A., 1992, J. Am. Chem. Soc., 114, 7827, 10.1021/ja00046a032 · DOI · Paper page
  59. Heinz H., 2004, Angew. Chem., Int. Ed., 43, 2239, 10.1002/anie.200352747 · DOI
  60. Heinz H., 2007, Chem. Mater., 19, 59, 10.1021/cm062019s · DOI · Paper page
  61. Heinz H., 2008, Chem. Mater., 20, 6444, 10.1021/cm801287d · DOI
  62. Mehl M. J., 1996, Phys. Rev. B, 54, 4519, 10.1103/PhysRevB.54.4519 · DOI · Paper page
  63. Jarvi T. T., 2008, Eur. Phys. J. B, 66, 75, 10.1140/epjb/e2008-00378-3 · DOI
  64. Keith J. A., 2010, Phys. Rev. B, 81, 235404, 10.1103/PhysRevB.81.235404 · DOI
  65. Bullard J. W., 2008, J. Am. Ceram. Soc., 91, 2088, 10.1111/j.1551-2916.2008.02419.x · DOI
  66. Juilland P., 2010, Cem. Concr. Res., 40, 831, 10.1016/j.cemconres.2010.01.012 · DOI · Paper page
  67. Kirkham J., 2002, Curr. Opin. Colloid Interface Sci., 7, 124, 10.1016/S1359-0294(02)00017-1 · DOI
  68. Weiger M. C., 2010, Biomaterials, 31, 2955, 10.1016/j.biomaterials.2010.01.012 · DOI
  69. Heinz H., 2008, Langmuir, 24, 3727, 10.1021/la703019e · DOI
  70. Fu Y. T., 2011, J. Phys. Chem. C, 115, 22292, 10.1021/jp208383f · DOI
  71. Heinz H., 2012, Clay Miner., 47, 205, 10.1180/claymin.2012.047.2.05 · DOI
  72. Varshney V., 2008, Macromolecules, 41, 6837, 10.1021/ma801153e · DOI
  73. Delhommelle J., 2001, Mol. Phys., 99, 619, 10.1080/00268970010020041 · DOI

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Metadata

Authors
Heinz, H., Lin, T.-J., Kishore Mishra, R., & Emami, F. S.
Venue
Langmuir
Published
2013-01-16
Volume
29
Issue
6
Pages
1754-1765
ISSN
  • 0743-7463 (ISSN-L)
  • 1520-5827
OpenAlex
W2316932441
Cited by
1,068
References
2
FWCI
11.81
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Thermodynamically Consistent Force Fields for the Assembly of Inorganic, Organic, and Biological Nanostructures: The INTERFACE Force Field. https://app.cochat.ai/papers/10.1021/la3038846
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Heinz, H., Lin, T.-J., Kishore Mishra, R., & Emami, F. S. (2013). Thermodynamically Consistent Force Fields for the Assembly of Inorganic, Organic, and Biological Nanostructures: The INTERFACE Force Field. Langmuir. https://doi.org/10.1021/la3038846

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