Hybrid mathematical model of cardiomyocyte turnover in the adult human heart.
The capacity for cardiomyocyte regeneration in the healthy adult human heart is fundamentally relevant for both myocardial homeostasis and cardiomyopathy therapeutics. However, estimates of cardiomyocyte turnover rates conflict greatly, with a study employing C14 pulse-chase methodology concluding 1...
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| Format: | Article |
| Language: | English |
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Public Library of Science (PLoS)
2012-01-01
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| Series: | PLoS ONE |
| Online Access: | http://europepmc.org/articles/PMC3526650?pdf=render |
| _version_ | 1819079034285326336 |
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| author | Jeremy A Elser Kenneth B Margulies |
| author_facet | Jeremy A Elser Kenneth B Margulies |
| author_sort | Jeremy A Elser |
| collection | DOAJ |
| description | The capacity for cardiomyocyte regeneration in the healthy adult human heart is fundamentally relevant for both myocardial homeostasis and cardiomyopathy therapeutics. However, estimates of cardiomyocyte turnover rates conflict greatly, with a study employing C14 pulse-chase methodology concluding 1% annual turnover in youth declining to 0.5% with aging and another using cell population dynamics indicating substantial, age-increasing turnover (4% increasing to 20%).Create a hybrid mathematical model to critically examine rates of cardiomyocyte turnover derived from alternative methodologies.Examined in isolation, the cell population analysis exhibited severe sensitivity to a stem cell expansion exponent (20% variation causing 2-fold turnover change) and apoptosis rate. Similarly, the pulse-chase model was acutely sensitive to assumptions of instantaneous incorporation of atmospheric C14 into the body (4-fold impact on turnover in young subjects) while numerical restrictions precluded otherwise viable solutions. Incorporating considerations of primary variable sensitivity and controversial model assumptions, an unbiased numerical solver identified a scenario of significant, age-increasing turnover (4-6% increasing to 15-22% with age) that was compatible with data from both studies, provided that successive generations of cardiomyocytes experienced higher attrition rates than predecessors.Assignment of histologically-observed stem/progenitor cells into discrete regenerative phenotypes in the cell population model strongly influenced turnover dynamics without being directly testable. Alternatively, C14 trafficking assumptions and restrictive models in the pulse-chase model artificially eliminated high-turnover solutions. Nevertheless, discrepancies among recent cell turnover estimates can be explained and reconciled. The hybrid mathematical model provided herein permits further examination of these and forthcoming datasets. |
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| institution | Directory Open Access Journal |
| issn | 1932-6203 |
| language | English |
| last_indexed | 2024-12-21T19:22:34Z |
| publishDate | 2012-01-01 |
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| spelling | doaj.art-fdd0b9f674704f1f885bf04aaa27b19d2022-12-21T18:52:55ZengPublic Library of Science (PLoS)PLoS ONE1932-62032012-01-01712e5168310.1371/journal.pone.0051683Hybrid mathematical model of cardiomyocyte turnover in the adult human heart.Jeremy A ElserKenneth B MarguliesThe capacity for cardiomyocyte regeneration in the healthy adult human heart is fundamentally relevant for both myocardial homeostasis and cardiomyopathy therapeutics. However, estimates of cardiomyocyte turnover rates conflict greatly, with a study employing C14 pulse-chase methodology concluding 1% annual turnover in youth declining to 0.5% with aging and another using cell population dynamics indicating substantial, age-increasing turnover (4% increasing to 20%).Create a hybrid mathematical model to critically examine rates of cardiomyocyte turnover derived from alternative methodologies.Examined in isolation, the cell population analysis exhibited severe sensitivity to a stem cell expansion exponent (20% variation causing 2-fold turnover change) and apoptosis rate. Similarly, the pulse-chase model was acutely sensitive to assumptions of instantaneous incorporation of atmospheric C14 into the body (4-fold impact on turnover in young subjects) while numerical restrictions precluded otherwise viable solutions. Incorporating considerations of primary variable sensitivity and controversial model assumptions, an unbiased numerical solver identified a scenario of significant, age-increasing turnover (4-6% increasing to 15-22% with age) that was compatible with data from both studies, provided that successive generations of cardiomyocytes experienced higher attrition rates than predecessors.Assignment of histologically-observed stem/progenitor cells into discrete regenerative phenotypes in the cell population model strongly influenced turnover dynamics without being directly testable. Alternatively, C14 trafficking assumptions and restrictive models in the pulse-chase model artificially eliminated high-turnover solutions. Nevertheless, discrepancies among recent cell turnover estimates can be explained and reconciled. The hybrid mathematical model provided herein permits further examination of these and forthcoming datasets.http://europepmc.org/articles/PMC3526650?pdf=render |
| spellingShingle | Jeremy A Elser Kenneth B Margulies Hybrid mathematical model of cardiomyocyte turnover in the adult human heart. PLoS ONE |
| title | Hybrid mathematical model of cardiomyocyte turnover in the adult human heart. |
| title_full | Hybrid mathematical model of cardiomyocyte turnover in the adult human heart. |
| title_fullStr | Hybrid mathematical model of cardiomyocyte turnover in the adult human heart. |
| title_full_unstemmed | Hybrid mathematical model of cardiomyocyte turnover in the adult human heart. |
| title_short | Hybrid mathematical model of cardiomyocyte turnover in the adult human heart. |
| title_sort | hybrid mathematical model of cardiomyocyte turnover in the adult human heart |
| url | http://europepmc.org/articles/PMC3526650?pdf=render |
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