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A Mathematical Model of the Effects of Aging on Naive T Cell Populations and Diversity.
- Source :
-
Bulletin of mathematical biology [Bull Math Biol] 2019 Jul; Vol. 81 (7), pp. 2783-2817. Date of Electronic Publication: 2019 Jun 14. - Publication Year :
- 2019
-
Abstract
- The human adaptive immune response is known to weaken in advanced age, resulting in increased severity of pathogen-born illness, poor vaccine efficacy, and a higher prevalence of cancer in the elderly. Age-related erosion of the T cell compartment has been implicated as a likely cause, but the underlying mechanisms driving this immunosenescence have not been quantitatively modeled and systematically analyzed. T cell receptor diversity, or the extent of pathogen-derived antigen responsiveness of the T cell pool, is known to diminish with age, but inherent experimental difficulties preclude accurate analysis on the full organismal level. In this paper, we formulate a mechanistic mathematical model of T cell population dynamics on the immunoclonal subpopulation level, which provides quantitative estimates of diversity. We define different estimates for diversity that depend on the individual number of cells in a specific immunoclone. We show that diversity decreases with age primarily due to diminished thymic output of new T cells and the resulting overall loss of small immunoclones.
Details
- Language :
- English
- ISSN :
- 1522-9602
- Volume :
- 81
- Issue :
- 7
- Database :
- MEDLINE
- Journal :
- Bulletin of mathematical biology
- Publication Type :
- Academic Journal
- Accession number :
- 31201663
- Full Text :
- https://doi.org/10.1007/s11538-019-00630-z