Item request has been placed! ×
Item request cannot be made. ×
loading  Processing Request

GPU accelerated digital twins of the human heart open new routes for cardiovascular research.

Item request has been placed! ×
Item request cannot be made. ×
loading   Processing Request
  • معلومة اضافية
    • المصدر:
      Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE
    • بيانات النشر:
      Original Publication: London : Nature Publishing Group, copyright 2011-
    • الموضوع:
    • نبذة مختصرة :
      The recruitment of patients for rare or complex cardiovascular diseases is a bottleneck for clinical trials and digital twins of the human heart have recently been proposed as a viable alternative. In this paper we present an unprecedented cardiovascular computer model which, relying on the latest GPU-acceleration technologies, replicates the full multi-physics dynamics of the human heart within a few hours per heartbeat. This opens the way to extensive simulation campaigns to study the response of synthetic cohorts of patients to cardiovascular disorders, novel prosthetic devices or surgical procedures. As a proof-of-concept we show the results obtained for left bundle branch block disorder and the subsequent cardiac resynchronization obtained by pacemaker implantation. The in-silico results closely match those obtained in clinical practice, confirming the reliability of the method. This innovative approach makes possible a systematic use of digital twins in cardiovascular research, thus reducing the need of real patients with their economical and ethical implications. This study is a major step towards in-silico clinical trials in the era of digital medicine.
      (© 2023. The Author(s).)
    • References:
      Circ Res. 2000 Sep 29;87(7):E25-36. (PMID: 11009627)
      Biophys Rev (Melville). 2021 Sep;2(3):. (PMID: 36281224)
      Ann Biomed Eng. 1979;7(3-4):299-318. (PMID: 547767)
      Front Physiol. 2021 Dec 16;12:778872. (PMID: 34975532)
      Front Physiol. 2018 Dec 03;9:1714. (PMID: 30559677)
      Annu Rev Biomed Eng. 2003;5:147-77. (PMID: 14527312)
      Ann Biomed Eng. 2021 Dec;49(12):3143-3153. (PMID: 34431016)
      J Biomech Eng. 2010 Sep;132(9):091005. (PMID: 20815639)
      Philos Trans A Math Phys Eng Sci. 2009 Jun 13;367(1896):2225-55. (PMID: 19414454)
      Int J Numer Method Biomed Eng. 2017 Aug;33(8):e2842. (PMID: 27743468)
      JACC Cardiovasc Imaging. 2019 Mar;12(3):401-412. (PMID: 29153573)
      Med Biol Eng Comput. 2012 Oct;50(10):1071-9. (PMID: 22971896)
      J Comput Phys. 2013 Jul 1;244:4-21. (PMID: 23729839)
      Comput Biol Med. 2022 Sep 21;150:106143. (PMID: 36182758)
      Circ Res. 2011 Jan 7;108(1):113-28. (PMID: 21212393)
      J Thorac Cardiovasc Surg. 2000 May;119(5):975-82. (PMID: 10788818)
      Int J Numer Method Biomed Eng. 2018 Dec;34(12):e3140. (PMID: 30117302)
      Eur J Mech A Solids. 2014 Nov;48:38-47. (PMID: 25267880)
      J Am Soc Echocardiogr. 2014 Aug;27(8):846-57. (PMID: 24891260)
      Biomech Model Mechanobiol. 2021 Jun;20(3):803-831. (PMID: 33580313)
      Prog Biophys Mol Biol. 2004 Jun-Jul;85(2-3):501-22. (PMID: 15142759)
      Phys Med Biol. 2006 Dec 7;51(23):6141-56. (PMID: 17110776)
      Phys Fluids (1994). 2013 Oct;25(10):101303. (PMID: 24255590)
      Prog Biophys Mol Biol. 2010 Jun-Jul;102(2-3):136-55. (PMID: 20553747)
      J Thorac Cardiovasc Surg. 2008 Sep;136(3):578-89, 589.e1-11. (PMID: 18805255)
      Ann Biomed Eng. 2010 Mar;38(3):1071-97. (PMID: 20033779)
      Eur J Cardiothorac Surg. 2006 Apr;29 Suppl 1:S225-30. (PMID: 16564696)
      Comput Biol Med. 2021 Feb;129:104168. (PMID: 33341555)
      Philos Trans A Math Phys Eng Sci. 2009 Sep 13;367(1902):3445-75. (PMID: 19657007)
      Interface Focus. 2016 Apr 6;6(2):20150083. (PMID: 27051509)
      Am J Physiol. 1998 Jul;275(1):H301-21. (PMID: 9688927)
      Philos Trans A Math Phys Eng Sci. 2011 Nov 13;369(1954):4331-51. (PMID: 21969679)
      J Cardiovasc Magn Reson. 2017 Feb 3;19(1):18. (PMID: 28178995)
      J Biomech Eng. 2006 Oct;128(5):742-50. (PMID: 16995761)
      Heart. 2006 Apr;92 Suppl 1:i2-13. (PMID: 16543598)
      Comput Methods Appl Mech Eng. 2021 Aug 18;386:114092. (PMID: 34630765)
      Circ Arrhythm Electrophysiol. 2016 Apr;9(4):e004133. (PMID: 27071829)
      J Comput Phys. 2013 Jul 1;244:41-62. (PMID: 23729841)
      Proc Inst Mech Eng H. 2021 Mar;235(3):323-335. (PMID: 33342346)
      Prog Biophys Mol Biol. 2011 Oct;107(1):74-80. (PMID: 21703295)
      J Am Soc Echocardiogr. 2008 Jun;21(6):761-4. (PMID: 18187292)
      JACC Clin Electrophysiol. 2022 May;8(5):561-577. (PMID: 35589168)
      Ann Biomed Eng. 2016 Nov;44(11):3266-3283. (PMID: 27256360)
      J Biomech. 2009 Aug 25;42(12):1804-24. (PMID: 19540499)
      J Comput Phys. 2016 Jan 15;305:622-646. (PMID: 26819483)
      Med Image Anal. 2012 Jan;16(1):201-15. (PMID: 21920797)
      Am J Physiol Heart Circ Physiol. 2010 Jul;299(1):H134-43. (PMID: 20400690)
      Int J Numer Method Biomed Eng. 2023 Mar;39(3):e3678. (PMID: 36579792)
      Ann Thorac Surg. 2012 Jan;93(1):87-94. (PMID: 22075218)
      Med Biol Eng Comput. 2009 Feb;47(2):131-41. (PMID: 18543011)
      Int J Numer Method Biomed Eng. 2019 Apr;35(4):e3185. (PMID: 30721579)
    • الموضوع:
      Date Created: 20230522 Date Completed: 20230524 Latest Revision: 20230608
    • الموضوع:
      20230609
    • الرقم المعرف:
      PMC10203142
    • الرقم المعرف:
      10.1038/s41598-023-34098-8
    • الرقم المعرف:
      37217483