Display options
Share it on

Front Bioeng Biotechnol. 2021 Nov 02;9:744560. doi: 10.3389/fbioe.2021.744560. eCollection 2021.

Multiscale Computational Modeling of Vascular Adaptation: A Systems Biology Approach Using Agent-Based Models.

Frontiers in bioengineering and biotechnology

Anna Corti, Monika Colombo, Francesco Migliavacca, Jose Felix Rodriguez Matas, Stefano Casarin, Claudio Chiastra

Affiliations

  1. Laboratory of Biological Structure Mechanics (LaBS), Department of Chemistry, Materials and Chemical Engineering "Giulio Natta", Politecnico di Milano, Milan, Italy.
  2. Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zürich, Switzerland.
  3. Department of Surgery, Houston Methodist Hospital, Houston, TX, United States.
  4. Center for Computational Surgery, Houston Methodist Research Institute, Houston, TX, United States.
  5. Houston Methodist Academic Institute, Houston, TX, United States.
  6. PoliToMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy.

PMID: 34796166 PMCID: PMC8593007 DOI: 10.3389/fbioe.2021.744560

Abstract

The widespread incidence of cardiovascular diseases and associated mortality and morbidity, along with the advent of powerful computational resources, have fostered an extensive research in computational modeling of vascular pathophysiology field and promoted

Copyright © 2021 Corti, Colombo, Migliavacca, Rodriguez Matas, Casarin and Chiastra.

Keywords: agent-based models (ABMs); cardiovascular system; computer models and simulations; continuum-based models; equation-based modeling; multiscale models; vascular remodeling

Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

References

  1. Front Physiol. 2017 May 23;8:284 - PubMed
  2. Wound Repair Regen. 2007 Sep-Oct;15(5):671-82 - PubMed
  3. Nat Biomed Eng. 2021 Apr;5(4):346-359 - PubMed
  4. Arterioscler Thromb Vasc Biol. 1999 Jun;19(6):1499-505 - PubMed
  5. J Am Coll Cardiol. 2007 Jun 26;49(25):2379-93 - PubMed
  6. PLoS One. 2013;8(3):e57822 - PubMed
  7. J R Soc Interface. 2014 Mar 12;11(94):20140022 - PubMed
  8. PLoS Comput Biol. 2018 Dec 14;14(12):e1006652 - PubMed
  9. Cardiovasc Res. 2013 Jul 15;99(2):353-63 - PubMed
  10. Comput Biol Med. 2020 Mar;118:103623 - PubMed
  11. Interface Focus. 2015 Apr 6;5(2):20140080 - PubMed
  12. Phys Life Rev. 2018 Mar;24:118-135 - PubMed
  13. Cardiovasc Eng Technol. 2018 Dec;9(4):761-774 - PubMed
  14. G Ital Cardiol (Rome). 2019 Jul-Aug;20(7-8 Suppl 1):1S-61S - PubMed
  15. J Math Biol. 2009 Apr;58(4-5):545-59 - PubMed
  16. J Am Coll Cardiol. 1988 Sep;12(3):616-23 - PubMed
  17. Philos Trans A Math Phys Eng Sci. 2010 Jun 28;368(1921):2919-35 - PubMed
  18. Ann Biomed Eng. 2015 Jul;43(7):1571-84 - PubMed
  19. Circ Res. 2014 Jun 6;114(12):1852-66 - PubMed
  20. Saudi J Biol Sci. 2016 Sep;23(5):584-91 - PubMed
  21. Biomech Model Mechanobiol. 2012 Mar;11(3-4):411-23 - PubMed
  22. J Natl Cancer Inst. 2019 Oct 1;111(10):1042-1050 - PubMed
  23. J Vasc Surg. 2006 Apr;43(4):742-751; discussion 751 - PubMed
  24. J R Soc Interface. 2021 May;18(178):20210068 - PubMed
  25. Philos Trans A Math Phys Eng Sci. 2021 May 17;379(2197):20200221 - PubMed
  26. J Theor Biol. 2007 Jan 7;244(1):96-107 - PubMed
  27. J Biomech Eng. 2011 Aug;133(8):081001 - PubMed
  28. J Clin Pathol. 2006 Mar;59(3):232-9 - PubMed
  29. Front Physiol. 2019 Dec 17;10:1481 - PubMed
  30. J R Soc Interface. 2013 Nov 06;11(90):20130866 - PubMed
  31. Cell Mol Bioeng. 2009 Sep;2(3):285-294 - PubMed
  32. J Biomech. 2004 Jul;37(7):989-1000 - PubMed
  33. Methods. 2021 Jan;185:120-127 - PubMed
  34. J Am Coll Cardiol. 2012 Apr 10;59(15):1337-49 - PubMed
  35. Trends Immunol. 2008 Dec;29(12):589-99 - PubMed
  36. J Theor Biol. 2013 Nov 7;336:209-20 - PubMed
  37. Mech Mater. 2012 Jan 1;44:110-119 - PubMed
  38. Philos Trans A Math Phys Eng Sci. 2021 May 17;379(2197):20200072 - PubMed
  39. J R Soc Interface. 2019 Aug 30;16(157):20190313 - PubMed
  40. PLoS Comput Biol. 2017 May 25;13(5):e1005523 - PubMed
  41. J Theor Biol. 2017 Sep 21;429:149-163 - PubMed
  42. Stroke Vasc Neurol. 2017 Jun 8;2(3):108-117 - PubMed
  43. J Biomech. 2021 Sep 20;126:110631 - PubMed
  44. Ann Biomed Eng. 2021 Sep;49(9):2349-2364 - PubMed
  45. BMC Cancer. 2020 Jun 29;20(1):605 - PubMed
  46. Proc Natl Acad Sci U S A. 2002 May 14;99 Suppl 3:7280-7 - PubMed
  47. J Theor Biol. 2020 Jul 7;496:110229 - PubMed
  48. Nat Rev Mol Cell Biol. 2006 Mar;7(3):165-76 - PubMed
  49. J Intern Med. 2006 Apr;259(4):351-63 - PubMed
  50. Cardiovasc Eng Technol. 2019 Dec;10(4):568-582 - PubMed
  51. Circulation. 2011 Aug 16;124(7):779-88 - PubMed
  52. Biomech Model Mechanobiol. 2018 Feb;17(1):87-101 - PubMed
  53. Wiley Interdiscip Rev Syst Biol Med. 2009 Sep-Oct;1(2):159-171 - PubMed
  54. Clin Pharmacol Ther. 2010 Jul;88(1):25-33 - PubMed
  55. Sci Rep. 2020 Oct 15;10(1):17409 - PubMed
  56. Comput Methods Biomech Biomed Engin. 2014;17(8):813-28 - PubMed
  57. J Theor Biol. 2008 Sep 7;254(1):178-96 - PubMed
  58. Prog Biophys Mol Biol. 2011 Oct;107(1):21-31 - PubMed
  59. PLoS One. 2013 Jun 13;8(6):e66138 - PubMed
  60. Expert Rev Cardiovasc Ther. 2012 May;10(5):635-47 - PubMed
  61. Comput Methods Appl Mech Eng. 2020 Jun 15;365: - PubMed
  62. PLoS One. 2017 Nov 30;12(11):e0187606 - PubMed
  63. Arterioscler Thromb Vasc Biol. 1995 Sep;15(9):1512-31 - PubMed
  64. Comput Struct Biotechnol J. 2014 Oct 30;12(20-21):14-25 - PubMed
  65. Prog Biophys Mol Biol. 2014 Aug;115(2-3):235-43 - PubMed
  66. Front Genet. 2014 Apr 07;5:70 - PubMed
  67. Nat Rev Genet. 2010 Sep;11(9):647-57 - PubMed
  68. J Comput Sci. 2015 May 1;8:32-47 - PubMed
  69. Biomech Model Mechanobiol. 2018 Jun;17(3):617-644 - PubMed
  70. Can J Cardiol. 2007 Aug;23 Suppl A:28A-33A - PubMed
  71. N Engl J Med. 1987 May 28;316(22):1371-5 - PubMed
  72. Sci Rep. 2021 Jan 15;11(1):1613 - PubMed
  73. Math Comput Model. 2009 Jan 1;49(1-2):307-319 - PubMed
  74. Eur J Vasc Endovasc Surg. 2011 Jun;41(6):821-7 - PubMed
  75. Int J Numer Method Biomed Eng. 2021 Jul;37(7):e3470 - PubMed
  76. Biomaterials. 2005 Apr;26(12):1405-11 - PubMed
  77. Biomech Model Mechanobiol. 2019 Feb;18(1):29-44 - PubMed
  78. Theor Biol Med Model. 2008 Jan 23;5:2 - PubMed
  79. Philos Trans A Math Phys Eng Sci. 2019 Apr 8;377(2142):20180144 - PubMed
  80. Front Bioeng Biotechnol. 2014 May 30;2:18 - PubMed
  81. Clin Exp Hypertens. 2004 Oct-Nov;26(7-8):689-99 - PubMed
  82. BMC Syst Biol. 2018 Apr 25;12(1):57 - PubMed
  83. Circulation. 2012 Jul 10;126(2):172-81 - PubMed
  84. Comput Methods Biomech Biomed Engin. 2019 Feb;22(2):217-228 - PubMed
  85. PLoS Comput Biol. 2019 Mar 28;15(3):e1006577 - PubMed
  86. J Comput Sci. 2018 Nov;29:59-69 - PubMed
  87. Biomech Model Mechanobiol. 2012 Mar;11(3-4):363-77 - PubMed
  88. J Elast. 2021 Aug;145(1-2):49-75 - PubMed
  89. Circ Genom Precis Med. 2018 Mar;11(3):e001970 - PubMed
  90. Circulation. 2021 Feb 23;143(8):e254-e743 - PubMed
  91. Annu Rev Biomed Eng. 2013;15:137-54 - PubMed
  92. Wiley Interdiscip Rev Syst Biol Med. 2012 Sep-Oct;4(5):413-27 - PubMed
  93. Cardiovasc Eng Technol. 2018 Dec;9(4):723-738 - PubMed
  94. Int J Numer Method Biomed Eng. 2021 Jun;37(6):e3458 - PubMed
  95. Philos Trans A Math Phys Eng Sci. 2019 Apr 8;377(2142):20180154 - PubMed
  96. Cardiovasc Pathol. 2017 Jan - Feb;26:30-38 - PubMed
  97. Cardiovasc J Afr. 2012 May;23(4):222-31 - PubMed
  98. Interface Focus. 2011 Jun 6;1(3):365-73 - PubMed
  99. J Biomater Appl. 2001 Jan;15(3):241-78 - PubMed
  100. Processes (Basel). 2019 Jan;7(1): - PubMed
  101. P T. 2010 Oct;35(10):560-76 - PubMed
  102. Circulation. 1992 Dec;86(6 Suppl):III47-52 - PubMed

Publication Types