Modelling the interaction between stem cells derived cardiomyocytes patches and host myocardium to aid non-arrhythmic engineered heart tissue design.


Journal

PLoS computational biology
ISSN: 1553-7358
Titre abrégé: PLoS Comput Biol
Pays: United States
ID NLM: 101238922

Informations de publication

Date de publication:
04 2022
Historique:
received: 03 09 2021
accepted: 17 03 2022
revised: 13 04 2022
pubmed: 2 4 2022
medline: 16 4 2022
entrez: 1 4 2022
Statut: epublish

Résumé

Application of epicardial patches constructed from human-induced pluripotent stem cell- derived cardiomyocytes (hiPSC-CMs) has been proposed as a long-term therapy to treat scarred hearts post myocardial infarction (MI). Understanding electrical interaction between engineered heart tissue patches (EHT) and host myocardium represents a key step toward a successful patch engraftment. EHT retain different electrical properties with respect to the host heart tissue due to the hiPSC-CMs immature phenotype, which may lead to increased arrhythmia risk. We developed a modelling framework to examine the influence of patch design on electrical activation at the engraftment site. We performed an in silico investigation of different patch design approaches to restore pre-MI activation properties and evaluated the associated arrhythmic risk. We developed an in silico cardiac electrophysiology model of a transmural cross section of host myocardium. The model featured an infarct region, an epicardial patch spanning the infarct region and a bath region. The patch is modelled as a layer of hiPSC-CM, combined with a layer of conductive polymer (CP). Tissue and patch geometrical dimensions and conductivities were incorporated through 10 modifiable model parameters. We validated our model against 4 independent experimental studies and showed that it can qualitatively reproduce their findings. We performed a global sensitivity analysis (GSA) to isolate the most important parameters, showing that the stimulus propagation is mainly governed by the scar depth, radius and conductivity when the scar is not transmural, and by the EHT patch conductivity when the scar is transmural. We assessed the relevance of small animal studies to humans by comparing simulations of rat, rabbit and human myocardium. We found that stimulus propagation paths and GSA sensitivity indices are consistent across species. We explored which EHT design variables have the potential to restore physiological propagation. Simulations predict that increasing EHT conductivity from 0.28 to 1-1.1 S/m recovered physiological activation in rat, rabbit and human. Finally, we assessed arrhythmia risk related to increasing EHT conductivity and tested increasing the EHT Na+ channel density as an alternative strategy to match healthy activation. Our results revealed a greater arrhythmia risk linked to increased EHT conductivity compared to increased Na+ channel density. We demonstrated that our modeling framework could capture the interaction between host and EHT patches observed in in vitro experiments. We showed that large (patch and tissue dimensions) and small (cardiac myocyte electrophysiology) scale differences between small animals and humans do not alter EHT patch effect on infarcted tissue. Our model revealed that only when the scar is transmural do EHT properties impact activation times and isolated the EHT conductivity as the main parameter influencing propagation. We predicted that restoring physiological activation by tuning EHT conductivity is possible but may promote arrhythmic behavior. Finally, our model suggests that acting on hiPSC-CMs low action potential upstroke velocity and lack of IK1 may restore pre-MI activation while not promoting arrhythmia.

Identifiants

pubmed: 35363778
doi: 10.1371/journal.pcbi.1010030
pii: PCOMPBIOL-D-21-01615
pmc: PMC9007348
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e1010030

Subventions

Organisme : Wellcome Trust
ID : WT 203148/Z/16/Z
Pays : United Kingdom
Organisme : British Heart Foundation
ID : PG/13/37/30280
Pays : United Kingdom
Organisme : British Heart Foundation
ID : SP/15/9/31605
Pays : United Kingdom
Organisme : British Heart Foundation
ID : SP/18/6/33805
Pays : United Kingdom
Organisme : British Heart Foundation
ID : PG/21/10545
Pays : United Kingdom
Organisme : British Heart Foundation
ID : PG/15/91/31812
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/L012618/1
Pays : United Kingdom
Organisme : British Heart Foundation
ID : PG/14/59/31000
Pays : United Kingdom
Organisme : British Heart Foundation
ID : RM/17/1/33377
Pays : United Kingdom

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

Références

Sci Adv. 2016 Nov 30;2(11):e1601007
pubmed: 28138526
Biomaterials. 2018 Mar;159:48-58
pubmed: 29309993
Crit Rev Biomed Eng. 1993;21(1):1-77
pubmed: 8365198
Int J Mol Sci. 2017 Aug 30;18(9):
pubmed: 28867785
Stem Cells. 2007 Sep;25(9):2350-7
pubmed: 17525236
Can J Cardiol. 2014 Nov;30(11):1307-22
pubmed: 25442432
Commun Biol. 2018 Nov 21;1:199
pubmed: 30480100
IEEE Trans Biomed Eng. 2011 Apr;58(4):1066-75
pubmed: 21292591
Circ Arrhythm Electrophysiol. 2009 Apr;2(2):162-70
pubmed: 19808461
Clin Med Insights Cardiol. 2016 Jul 26;10(Suppl 1):27-40
pubmed: 27486348
Circ Res. 1977 Jul;41(1):9-18
pubmed: 862147
Cardiovasc Res. 2009 Feb 15;81(3):528-35
pubmed: 18977767
Philos Trans A Math Phys Eng Sci. 2020 Jun 12;378(2173):20190334
pubmed: 32448071
Biophys J. 2019 Dec 17;117(12):2303-2315
pubmed: 31623886
Biophys J. 2009 Feb;96(3):1189-209
pubmed: 19186154
Nat Commun. 2016 Jan 19;7:10312
pubmed: 26785135
Circ J. 2013;77(5):1307-14
pubmed: 23400258
Clin Med Insights Cardiol. 2017 Feb 02;11:1179546816686061
pubmed: 28469490
Nat Commun. 2021 May 26;12(1):3155
pubmed: 34039977
J Mol Cell Cardiol. 2012 Jul;53(1):15-23
pubmed: 22713758
Front Physiol. 2018 Jun 26;9:709
pubmed: 29997516
Cell. 2006 Aug 25;126(4):663-76
pubmed: 16904174
Exp Physiol. 2008 Jul;93(7):919-29
pubmed: 18344258
BMJ. 2012 Jan 25;344:d8059
pubmed: 22279113
Circulation. 1985 Sep;72(3):596-611
pubmed: 4017211
Circ Res. 1985 Mar;56(3):436-51
pubmed: 3971515
Adv Healthc Mater. 2019 May;8(10):e1900053
pubmed: 30941922
Nat Med. 2006 Apr;12(4):452-8
pubmed: 16582915
J Tissue Eng Regen Med. 2012 Nov;6(10):e12-23
pubmed: 22170772
Heart Rhythm. 2013 Dec;10(12):1903-10
pubmed: 24055949
Basic Res Cardiol. 1994 Sep-Oct;89(5):411-26
pubmed: 7702534
Am Heart J. 1990 May;119(5):1014-24
pubmed: 2330860
Cell. 2019 Feb 7;176(4):913-927.e18
pubmed: 30686581
Sci Adv. 2021 Nov 19;7(47):eabg0927
pubmed: 34788089
Acta Biomater. 2018 Sep 15;78:98-110
pubmed: 30086384
Theranostics. 2018 Apr 9;8(10):2752-2764
pubmed: 29774073
Stem Cell Res Ther. 2020 Jan 8;11(1):19
pubmed: 31915074
Stem Cell Reports. 2017 Nov 14;9(5):1415-1422
pubmed: 28988988
Interface Focus. 2021 Feb 6;11(1):20190124
pubmed: 33335705
Circ Res. 2015 Sep 25;117(8):720-30
pubmed: 26291556
Stem Cells. 2007 May;25(5):1136-44
pubmed: 17255522
Sci Rep. 2017 Jul 4;7(1):4566
pubmed: 28676704
Am J Physiol Heart Circ Physiol. 2004 Apr;286(4):H1573-89
pubmed: 14656705
Cardiovasc Res. 2006 Nov 1;72(2):241-9
pubmed: 16914125
Pharmacol Ther. 2018 Mar;183:127-136
pubmed: 28986101
Am J Physiol. 1978 Feb;234(2):H123-8
pubmed: 146437
Cardiovasc Res. 2012 Jun 1;94(3):450-9
pubmed: 22374989
Circ Res. 2000 Nov 10;87(10):922-8
pubmed: 11073889
J Biomed Biotechnol. 2011;2011:497841
pubmed: 21403831
Nature. 2018 Apr;556(7700):239-243
pubmed: 29618819
Circ Res. 2009 Feb 27;104(4):e30-41
pubmed: 19213953
Biophys J. 2008 Jan 15;94(2):392-410
pubmed: 18160660
Sci Transl Med. 2012 Sep 12;4(151):151ps15
pubmed: 22972841
Circulation. 2009 May 19;119(19):2587-96
pubmed: 19414636
Prog Biophys Mol Biol. 2011 Jan;104(1-3):22-48
pubmed: 20553746
Ann Biomed Eng. 2012 Oct;40(10):2243-54
pubmed: 22648575
Biomaterials. 2014 Mar;35(9):2798-808
pubmed: 24424206
Circ Res. 2000 Feb 18;86(3):302-11
pubmed: 10679482
Ann Biomed Eng. 2013 Nov;41(11):2334-48
pubmed: 23722932
Math Biosci. 2019 Sep;315:108228
pubmed: 31325444
Front Physiol. 2018 Apr 09;9:356
pubmed: 29686626
Cardiovasc Res. 2019 Nov 1;115(13):1838-1849
pubmed: 31243437
Med Biol Eng Comput. 1988 Mar;26(2):126-9
pubmed: 3226166
Bull Math Biol. 2019 Jan;81(1):7-38
pubmed: 30291590
Circ Res. 1978 Jun;42(6):757-63
pubmed: 657434
JCI Insight. 2021 Aug 9;6(15):
pubmed: 34369384
J Am Coll Cardiol. 2004 May 5;43(9):1715-20
pubmed: 15120835
Regen Med. 2012 Mar;7(2):187-206
pubmed: 22397609
PLoS Comput Biol. 2011 May;7(5):e1002061
pubmed: 21637795
Antioxid Redox Signal. 2021 Jul 20;35(3):143-162
pubmed: 32993354
Heart Rhythm. 2019 Oct;16(10):1475-1483
pubmed: 30930329
Biochem Biophys Res Commun. 2007 Oct 5;361(4):847-53
pubmed: 17689494
Am J Physiol Heart Circ Physiol. 2011 Nov;301(5):H2006-17
pubmed: 21890694
Circ Res. 1979 May;44(5):701-12
pubmed: 428066
JAMA Cardiol. 2018 Jul 1;3(7):650-658
pubmed: 29710092
Br J Pharmacol. 2018 Mar;175(5):763-781
pubmed: 29161764
Nat Rev Cardiol. 2019 Feb;16(2):100-111
pubmed: 30361497
Prog Biophys Mol Biol. 2008 Jan-Apr;96(1-3):3-18
pubmed: 17900668
Am J Physiol Heart Circ Physiol. 2006 Mar;290(3):H1298-306
pubmed: 16214848

Auteurs

Damiano Fassina (D)

School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom.
National Heart and Lung Institute, Imperial College London, London, United Kingdom.

Caroline M Costa (CM)

School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom.

Stefano Longobardi (S)

School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom.

Elias Karabelas (E)

Institute of Mathematics & Scientific Computing, University of Graz, Graz, Austria.

Gernot Plank (G)

Gottfried Schatz Research Center (for Cell Signaling, Metabolism and Aging), Division Biophysics, Medical University of Graz, Graz, Austria.

Sian E Harding (SE)

National Heart and Lung Institute, Imperial College London, London, United Kingdom.

Steven A Niederer (SA)

School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom.

Articles similaires

Humans Male Female Anemia Myocardial Infarction
Robotic Surgical Procedures Animals Humans Telemedicine Models, Animal

Odour generalisation and detection dog training.

Lyn Caldicott, Thomas W Pike, Helen E Zulch et al.
1.00
Animals Odorants Dogs Generalization, Psychological Smell
Animals TOR Serine-Threonine Kinases Colorectal Neoplasms Colitis Mice

Classifications MeSH