Cargando…
An integrated statistical model for enhanced murine cardiomyocyte differentiation via optimized engagement of 3D extracellular matrices
The extracellular matrix (ECM) impacts stem cell differentiation, but identifying formulations supportive of differentiation is challenging in 3D models. Prior efforts involving combinatorial ECM arrays seemed intuitively advantageous. We propose an alternative that suggests reducing sample size and...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4685314/ https://www.ncbi.nlm.nih.gov/pubmed/26687770 http://dx.doi.org/10.1038/srep18705 |
_version_ | 1782406293761294336 |
---|---|
author | Jung, Jangwook P. Hu, Dongjian Domian, Ibrahim J. Ogle, Brenda M. |
author_facet | Jung, Jangwook P. Hu, Dongjian Domian, Ibrahim J. Ogle, Brenda M. |
author_sort | Jung, Jangwook P. |
collection | PubMed |
description | The extracellular matrix (ECM) impacts stem cell differentiation, but identifying formulations supportive of differentiation is challenging in 3D models. Prior efforts involving combinatorial ECM arrays seemed intuitively advantageous. We propose an alternative that suggests reducing sample size and technological burden can be beneficial and accessible when coupled to design of experiments approaches. We predict optimized ECM formulations could augment differentiation of cardiomyocytes derived in vitro. We employed native chemical ligation to polymerize 3D poly (ethylene glycol) hydrogels under mild conditions while entrapping various combinations of ECM and murine induced pluripotent stem cells. Systematic optimization for cardiomyocyte differentiation yielded a predicted solution of 61%, 24%, and 15% of collagen type I, laminin-111, and fibronectin, respectively. This solution was confirmed by increased numbers of cardiac troponin T, α-myosin heavy chain and α-sarcomeric actinin-expressing cells relative to suboptimum solutions. Cardiomyocytes of composites exhibited connexin43 expression, appropriate contractile kinetics and intracellular calcium handling. Further, adding a modulator of adhesion, thrombospondin-1, abrogated cardiomyocyte differentiation. Thus, the integrated biomaterial platform statistically identified an ECM formulation best supportive of cardiomyocyte differentiation. In future, this formulation could be coupled with biochemical stimulation to improve functional maturation of cardiomyocytes derived in vitro or transplanted in vivo. |
format | Online Article Text |
id | pubmed-4685314 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-46853142015-12-30 An integrated statistical model for enhanced murine cardiomyocyte differentiation via optimized engagement of 3D extracellular matrices Jung, Jangwook P. Hu, Dongjian Domian, Ibrahim J. Ogle, Brenda M. Sci Rep Article The extracellular matrix (ECM) impacts stem cell differentiation, but identifying formulations supportive of differentiation is challenging in 3D models. Prior efforts involving combinatorial ECM arrays seemed intuitively advantageous. We propose an alternative that suggests reducing sample size and technological burden can be beneficial and accessible when coupled to design of experiments approaches. We predict optimized ECM formulations could augment differentiation of cardiomyocytes derived in vitro. We employed native chemical ligation to polymerize 3D poly (ethylene glycol) hydrogels under mild conditions while entrapping various combinations of ECM and murine induced pluripotent stem cells. Systematic optimization for cardiomyocyte differentiation yielded a predicted solution of 61%, 24%, and 15% of collagen type I, laminin-111, and fibronectin, respectively. This solution was confirmed by increased numbers of cardiac troponin T, α-myosin heavy chain and α-sarcomeric actinin-expressing cells relative to suboptimum solutions. Cardiomyocytes of composites exhibited connexin43 expression, appropriate contractile kinetics and intracellular calcium handling. Further, adding a modulator of adhesion, thrombospondin-1, abrogated cardiomyocyte differentiation. Thus, the integrated biomaterial platform statistically identified an ECM formulation best supportive of cardiomyocyte differentiation. In future, this formulation could be coupled with biochemical stimulation to improve functional maturation of cardiomyocytes derived in vitro or transplanted in vivo. Nature Publishing Group 2015-12-21 /pmc/articles/PMC4685314/ /pubmed/26687770 http://dx.doi.org/10.1038/srep18705 Text en Copyright © 2015, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Jung, Jangwook P. Hu, Dongjian Domian, Ibrahim J. Ogle, Brenda M. An integrated statistical model for enhanced murine cardiomyocyte differentiation via optimized engagement of 3D extracellular matrices |
title | An integrated statistical model for enhanced murine cardiomyocyte differentiation via optimized engagement of 3D extracellular matrices |
title_full | An integrated statistical model for enhanced murine cardiomyocyte differentiation via optimized engagement of 3D extracellular matrices |
title_fullStr | An integrated statistical model for enhanced murine cardiomyocyte differentiation via optimized engagement of 3D extracellular matrices |
title_full_unstemmed | An integrated statistical model for enhanced murine cardiomyocyte differentiation via optimized engagement of 3D extracellular matrices |
title_short | An integrated statistical model for enhanced murine cardiomyocyte differentiation via optimized engagement of 3D extracellular matrices |
title_sort | integrated statistical model for enhanced murine cardiomyocyte differentiation via optimized engagement of 3d extracellular matrices |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4685314/ https://www.ncbi.nlm.nih.gov/pubmed/26687770 http://dx.doi.org/10.1038/srep18705 |
work_keys_str_mv | AT jungjangwookp anintegratedstatisticalmodelforenhancedmurinecardiomyocytedifferentiationviaoptimizedengagementof3dextracellularmatrices AT hudongjian anintegratedstatisticalmodelforenhancedmurinecardiomyocytedifferentiationviaoptimizedengagementof3dextracellularmatrices AT domianibrahimj anintegratedstatisticalmodelforenhancedmurinecardiomyocytedifferentiationviaoptimizedengagementof3dextracellularmatrices AT oglebrendam anintegratedstatisticalmodelforenhancedmurinecardiomyocytedifferentiationviaoptimizedengagementof3dextracellularmatrices AT jungjangwookp integratedstatisticalmodelforenhancedmurinecardiomyocytedifferentiationviaoptimizedengagementof3dextracellularmatrices AT hudongjian integratedstatisticalmodelforenhancedmurinecardiomyocytedifferentiationviaoptimizedengagementof3dextracellularmatrices AT domianibrahimj integratedstatisticalmodelforenhancedmurinecardiomyocytedifferentiationviaoptimizedengagementof3dextracellularmatrices AT oglebrendam integratedstatisticalmodelforenhancedmurinecardiomyocytedifferentiationviaoptimizedengagementof3dextracellularmatrices |