The Influence of Age on T Cell Generation and TCR Diversity
Open accessAbstract
The ability to mount protective immune responses depends on the diversity of T cells. T cell diversity may be compromised by the declining thymic output of new T cells. The aging process imposes a threat to diversity, because thymic function deteriorates. In this study we have examined the relationship between thymic production, homeostatic T cell proliferation and TCR β-chain diversity in young (∼25 years), middle-aged (∼60 years), and elderly adults (∼75 years). TCR excision circles (TREC) as a marker of thymic output exponentially decreased by >95% between 25 and 60 years of age. The frequency of Ki67+ cycling CD4 T cells remained steady, and surprisingly, the diversity of the naive CD4 T cell repertoire was maintained at ∼2 × 107 different TCR β-chains. After the age of 70 years, TRECs only slightly declined, but homeostatic proliferation doubled. The diversity of the T cell pool drastically contracted to 200,000 TCR β-chains. Also, the phenotypic distinction between naive and memory CD4 T cells became fuzzy. The collapse in CD4 T cell diversity during the seventh and eighth decades indicates substantial T cell loss and implies that therapeutic measures to improve vaccine responses will have to include strategies for T cell replenishment.
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Daily turnover of naive CD4+ and CD8+ T cells remains stable at about 0.04% throughout adulthood, with no apparent compensatory increase in homeostatic proliferation with age.
“Daily turnover rates of naive CD4+ and CD8+ T cells are stable throughout adulthood at about 0.04%, with no apparent need for compensatory increase in homeostatic proliferation with age.”
From Successful and Maladaptive T Cell Aging (2017) · cites this paper as Naylor et al., 2005
In later life, naive CD8+ T cells accelerate turnover.
“Only in later life, naive CD8+ T cells accelerate their turnover”
From Successful and Maladaptive T Cell Aging (2017) · cites this paper as Naylor et al., 2005
Early studies found clonal populations within naive cells after age 60.
“Early studies described clonal populations within naive cells after the age of 60 years”
From Successful and Maladaptive T Cell Aging (2017) · cites this paper as Naylor et al., 2005
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Cites
A Direct Estimate of the Human αβ T Cell Receptor Diversity
Arstila, T. P., Casrouge, A., Baron, V., Even, J., Kanellopoulos, J., & Kourilsky, P. (1999) · Science · doi:10.1126/science.286.5441.958 · Cited by 931 · see citing works
Immune Activation and CD8+ T-Cell Differentiation towards Senescence in HIV-1 Infection
Papagno, L., Spina, C. A., Marchant, A., Salio, M., Rufer, N., Little, S., Dong, T., Chesney, G., Waters, A., Easterbrook, P., et al. (2004) · PLoS Biology · doi:10.1371/journal.pbio.0020020 · Cited by 478 · see citing works
Flagged first, then by citations
Research works printed but not linked: 5
- Albright, J. F., and J. W. Albright. 2003. Aging, Immunity, and Infection. Human Press, Totowa, p. 1.
- Neese, R. A., L. M. Misell, S. Turner, A. Chu, J. Kim, D. Cesar, R. Hoh, F. Antelo, A. Strawford, J. M. McCune, et al. 2002. Measurement in vivo of proliferation rates of slow turnover cells by 2H 2 O labeling of the deoxyribose moiety of DNA. Proc. Natl. Acad. Sci. USA 99: 15345-15350.
- Wagner, U. G., K. Koetz, C. M. Weyand, and J. J. Goronzy. 1998. Perturbation of the T cell repertoire in rheumatoid arthritis. Proc. Natl. Acad. Sci. USA 95: 14447-14452.
- Koetz, K., E. Bryl, K. Spickschen, W. M. O'Fallon, J. J. Goronzy, and C. M. Weyand. 2000. T cell homeostasis in patients with rheumatoid arthritis. Proc. Natl. Acad. Sci. USA 97: 9203-9208.
- Kong, F. K., C. L. Chen, A. Six, R. D. Hockett, and M. D. Cooper. 1999. T cell receptor gene deletion circles identify recent thymic emigrants in the peripheral T cell pool. Proc. Natl. Acad. Sci. USA 96: 1536 -1540.
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Sorted by citations
Comprehensive assessment of T-cell receptor β-chain diversity in αβ T cells
Robins, H. S., Campregher, P. V., Srivastava, S. K., Wacher, A., Turtle, C. J., Kahsai, O., Riddell, S. R., Warren, E. H., & Carlson, C. S. (2009) · Blood · doi:10.1182/blood-2009-04-217604 · Cited by 1,122 · see citing works
Immunosenescence: emerging challenges for an ageing population
Aw, D., Silva, A. B., & Palmer, D. B. (2007) · Immunology · doi:10.1111/j.1365-2567.2007.02555.x · Cited by 880 · see citing works
Understanding immunosenescence to improve responses to vaccines
Goronzy, J. J., & Weyand, C. M. (2013) · Nature Immunology · doi:10.1038/ni.2588 · Cited by 827 · see citing works
Self-citationDiversity and clonal selection in the human T-cell repertoire
Qi, Q., Liu, Y., Cheng, Y., Glanville, J., Zhang, D., Lee, J.-Y., Olshen, R. A., Weyand, C. M., Boyd, S. D., & Goronzy, J. J. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1409155111 · Cited by 755 · see citing works
Self-citationT cell responses in patients with COVID-19
Chen, Z., & John Wherry, E. (2020) · Nature Reviews Immunology · doi:10.1038/s41577-020-0402-6 · Cited by 797 · see citing works
Molecular mimicry and autoimmunity
Rojas, M., Restrepo-Jiménez, P., Monsalve, D. M., Pacheco, Y., Acosta-Ampudia, Y., Ramírez-Santana, C., Leung, P. S. C., Ansari, A. A., Gershwin, M. E., & Anaya, J.-M. (2018) · Journal of Autoimmunity · doi:10.1016/j.jaut.2018.10.012 · Cited by 627 · see citing works
Nikolich-Zugich, J., Knox, K. S., Rios, C. T., Natt, B., Bhattacharya, D., & Fain, M. J. (2020) · GeroScience · doi:10.1007/s11357-020-00186-0 · Cited by 577 · see citing works
Maintenance of peripheral naive T cells is sustained by thymus output in mice but not humans
den Braber, I., Mugwagwa, T., Vrisekoop, N., Westera, L., Mögling, R., Bregje de Boer, A., Willems, N., Schrijver, E. H. R., Spierenburg, G., Gaiser, K., et al. (2012) · Immunity · doi:10.1016/j.immuni.2012.02.006 · Cited by 572 · see citing works
Mechanisms underlying T cell ageing
Goronzy, J. J., & Weyand, C. M. (2019) · Nature Reviews Immunology · doi:10.1038/s41577-019-0180-1 · Cited by 506 · see citing works
Self-citationLiu, Y., Sanoff, H. K., Cho, H., Burd, C. E., Torrice, C., Ibrahim, J. G., Thomas, N. E., & Sharpless, N. E. (2009) · Aging Cell · doi:10.1111/j.1474-9726.2009.00489.x · Cited by 509 · see citing works
Reversal of epigenetic aging and immunosenescent trends in humans.
Fahy, G. M., Brooke, R. T., Watson, J. P., Good, Z., Vasanawala, S. S., Maecker, H., Leipold, M. D., Lin, D. T. S., Kobor, M. S., & Horvath, S. (2019) · Aging Cell · doi:10.1111/acel.13028 · Cited by 477 · see citing works
Yager, E. J., Ahmed, M., Lanzer, K., Randall, T. D., Woodland, D. L., & Blackman, M. A. (2008) · The Journal of Experimental Medicine · doi:10.1084/jem.20071140 · Cited by 490 · see citing works
T cell subset-specific susceptibility to aging
Czesnikiewicz-Guzik, M., Lee, W.-W., Cui, D., Hiruma, Y., Lamar, D. L., Yang, Z.-Z., Ouslander, J. G., Weyand, C. M., & Goronzy, J. J. (2008) · Clinical Immunology · doi:10.1016/j.clim.2007.12.002 · Cited by 478 · see citing works
Self-citationBritanova, O. V., Putintseva, E. V., Shugay, M., Merzlyak, E. M., Turchaninova, M. A., Staroverov, D. B., Bolotin, D. A., Lukyanov, S., Bogdanova, E. A., Mamedov, I. Z., et al. (2014) · The Journal of Immunology · doi:10.4049/jimmunol.1302064 · Cited by 465 · see citing works
Ageing and life-long maintenance of T-cell subsets in the face of latent persistent infections.
Nikolich-Žugich, J. (2008) · Nature reviews. Immunology · doi:10.1038/nri2318 · Cited by 463 · see citing works
Successful and Maladaptive T Cell Aging
Goronzy, J. J., & Weyand, C. M. (2017) · Immunity · doi:10.1016/j.immuni.2017.03.010 · Cited by 362 · see citing works
Self-citationLocal and systemic responses to SARS-CoV-2 infection in children and adults
Yoshida, M., Worlock, K. B., Huang, N., Lindeboom, R. G. H., Butler, C. R., Kumasaka, N., Dominguez Conde, C., Mamanova, L., Bolt, L., Richardson, L., et al. (2022) · Nature · doi:10.1038/s41586-021-04345-x · Cited by 365 · see citing works
Wertheimer, A. M., Bennett, M. S., Park, B., Uhrlaub, J. L., Martinez, C., Pulko, V., Currier, N. L., Nikolich-Žugich, D., Kaye, J., & Nikolich-Žugich, J. (2014) · The Journal of Immunology · doi:10.4049/jimmunol.1301721 · Cited by 352 · see citing works
Li, G., Yu, M., Lee, W.-W., Tsang, M., Krishnan, E., Weyand, C. M., & Goronzy, J. J. (2012) · Nature Medicine · doi:10.1038/nm.2963 · Cited by 349 · see citing works
Self-citationHuman T Cell Aging and the Impact of Persistent Viral Infections
Fülöp, T., Larbi, A., & Pawelec, G. (2013) · Frontiers in Immunology · doi:10.3389/fimmu.2013.00271 · Cited by 347 · see citing works
microRNA Expression Patterns Reveal Differential Expression of Target Genes with Age
Noren Hooten, N., Abdelmohsen, K., Gorospe, M., Ejiogu, N., Zonderman, A. B., & Evans, M. K. (2010) · PLoS ONE · doi:10.1371/journal.pone.0010724 · Cited by 357 · see citing works
Aging and Immune Function: Molecular Mechanisms to Interventions
Ponnappan, S., & Ponnappan, U. (2011) · Antioxidants & Redox Signaling · doi:10.1089/ars.2010.3228 · Cited by 339 · see citing works
Life after the thymus: CD31+ and CD31− human naive CD4+ T-cell subsets
Kohler, S., & Thiel, A. (2009) · Blood · doi:10.1182/blood-2008-02-139154 · Cited by 307 · see citing works
Nishijima, T. F., Muss, H. B., Shachar, S. S., & Moschos, S. J. (2016) · Cancer Treatment Reviews · doi:10.1016/j.ctrv.2016.02.006 · Cited by 293 · see citing works
Goronzy, J. J., & Weyand, C. M. (2012) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-012-0970-0 · Cited by 292 · see citing works
Self-citationEvidence of premature immune aging in patients thymectomized during early childhood
Sauce, D., Larsen, M., Fastenackels, S., Duperrier, A., Keller, M., Grubeck-Loebenstein, B., Ferrand, C., Debré, P., Sidi, D., & Appay, V. (2009) · Journal of Clinical Investigation · doi:10.1172/jci39269 · Cited by 278 · see citing works
T cell development and receptor diversity during aging
Goronzy, J. J., & Weyand, C. M. (2005) · Current Opinion in Immunology · doi:10.1016/j.coi.2005.07.020 · Cited by 278 · see citing works
Self-citationAging of the T Cell Compartment in Mice and Humans: From No Naive Expectations to Foggy Memories
Nikolich-Žugich, J. (2014) · The Journal of Immunology · doi:10.4049/jimmunol.1401174 · Cited by 259 · see citing works
Estimating T-cell repertoire diversity: limitations of classical estimators and a new approach
Laydon, D. J., Bangham, C. R. M., & Asquith, B. (2015) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2014.0291 · Cited by 215 · see citing works
Homeostasis of the naive CD4+ T cell compartment during aging
Kilpatrick, R. D., Rickabaugh, T., Hultin, L. E., Hultin, P., Hausner, M. A., Detels, R., Phair, J., & Jamieson, B. D. (2008) · The Journal of Immunology · doi:10.4049/jimmunol.180.3.1499 · Cited by 213 · see citing works
Yang, H., Youm, Y.-H., & Dixit, V. D. (2009) · The Journal of Immunology · doi:10.4049/jimmunol.0900562 · Cited by 196 · see citing works
How many TCR clonotypes does a body maintain?
Lythe, G., Callard, R. E., Hoare, R. L., & Molina-París, C. (2016) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2015.10.016 · Cited by 175 · see citing works
Gain and loss of T cell subsets in old age: age-related reshaping of the T cell repertoire.
Arnold, C. R., Wolf, J., Brunner, S., Herndler-Brandstetter, D., & Grubeck-Loebenstein, B. (2011) · Journal of Clinical Immunology · doi:10.1007/s10875-010-9499-x · Cited by 170 · see citing works
Derhovanessian, E., Solana, R., Larbi, A., & Pawelec, G. (2008) · Immunity & Ageing · doi:10.1186/1742-4933-5-11 · Cited by 169 · see citing works
Reduced naïve <scp>CD</scp> 8 <sup>+</sup> <scp>T</scp> ‐cell priming efficacy in elderly adults
Briceño, O., Lissina, A., Wanke, K., Afonso, G., Braun, A., Ragon, K., Miquel, T., Gostick, E., Papagno, L., Stiasny, K., et al. (2016) · Aging Cell · doi:10.1111/acel.12384 · Cited by 151 · see citing works
COVID‐19 is an emergent disease of aging
Santesmasses, D., Castro, J. P., Zenin, A. A., Shindyapina, A. V., Gerashchenko, M. V., Zhang, B., Kerepesi, C., Yim, S. H., Fedichev, P. O., & Gladyshev, V. N. (2020) · Aging Cell · doi:10.1111/acel.13230 · Cited by 172 · see citing works
Manser, A. R., & Uhrberg, M. (2016) · Cancer Immunology, Immunotherapy · doi:10.1007/s00262-015-1750-0 · Cited by 148 · see citing works
. Persistent viral infections and immune aging.
Brunner, S., Herndler-Brandstetter, D., Weinberger, B., & Grubeck-Loebenstein, B. (2011) · Ageing Research Reviews · doi:10.1016/j.arr.2010.08.003 · Cited by 143 · see citing works
Goronzy, J. J., Li, G., Yu, M., & Weyand, C. M. (2012) · Seminars in Immunology · doi:10.1016/j.smim.2012.04.003 · Cited by 134 · see citing works
Self-citationDramatic increase in naïve T cell turnover is linked to loss of naïve T cells from old primates
Čičin-Šain, L., Messaoudi, I., Park, B., Currier, N., Planer, S., Fischer, M., Tackitt, S., Nikolich-Žugich, D., Legasse, A., Axthelm, M. K., et al. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0705905104 · Cited by 129 · see citing works
Immunotherapy comes of age: Immune aging & checkpoint inhibitors
Elias, R., Karantanos, T., Sira, E., & Hartshorn, K. L. (2017) · Journal of Geriatric Oncology · doi:10.1016/j.jgo.2017.02.001 · Cited by 133 · see citing works
Nasi, M., Troiano, L., Lugli, E., Pinti, M., Ferraresi, R., Monterastelli, E., Mussi, C., Salvioli, G., Franceschi, C., & Cossarizza, A. (2006) · Aging Cell · doi:10.1111/j.1474-9726.2006.00204.x · Cited by 127 · see citing works
Youm, Y.-H., Horvath, T. L., Mangelsdorf, D. J., Kliewer, S. A., & Dixit, V. D. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1514511113 · Cited by 129 · see citing works
Factors that may impact on immunosenescence: an appraisal
Ongrádi, J., & Kövesdi, V. (2010) · Immunity & Ageing · doi:10.1186/1742-4933-7-7 · Cited by 128 · see citing works
Lutz, C. T., Karapetyan, A., Al-Attar, A., Shelton, B. J., Holt, K. J., Tucker, J. H., & Presnell, S. R. (2011) · The Journal of Immunology · doi:10.4049/jimmunol.1002732 · Cited by 118 · see citing works
Naive T cells: The crux of cellular immune aging?
Appay, V., & Sauce, D. (2014) · Experimental Gerontology · doi:10.1016/j.exger.2014.01.003 · Cited by 118 · see citing works
Expression of p16INK4a prevents cancer and promotes aging in lymphocytes
Liu, Y., Johnson, S. M., Fedoriw, Y., Rogers, A. B., Yuan, H., Krishnamurthy, J., & Sharpless, N. E. (2011) · Blood · doi:10.1182/blood-2010-09-304402 · Cited by 114 · see citing works
Alquisiras-Burgos, I., Peralta-Arrieta, I., Alonso-Palomares, L. A., Zacapala-Gómez, A. E., Salmerón-Bárcenas, E. G., & Aguilera, P. (2021) · Molecular Neurobiology · doi:10.1007/s12035-020-02134-7 · Cited by 115 · see citing works
Rejuvenating the immune system in rheumatoid arthritis.
Weyand, C. M., Fujii, H., Shao, L., & Goronzy, J. J. (2009) · Nature Reviews Rheumatology · doi:10.1038/nrrheum.2009.180 · Cited by 112 · see citing works
Self-citationKverneland, A. H., Streitz, M., Geissler, E., Hutchinson, J., Vogt, K., Boës, D., Niemann, N., Pedersen, A. E., Schlickeiser, S., & Sawitzki, B. (2016) · Cytometry Part A · doi:10.1002/cyto.a.22855 · Cited by 99 · see citing works
Lymphocyte maintenance during healthy aging requires no substantial alterations in cellular turnover
Westera, L., van Hoeven, V., Drylewicz, J., Spierenburg, G., van Velzen, J. F., de Boer, R. J., Tesselaar, K., & Borghans, J. A. M. (2015) · Aging Cell · doi:10.1111/acel.12311 · Cited by 96 · see citing works
Yu, M., Li, G., Lee, W.-W., Yuan, M., Cui, D., Weyand, C. M., & Goronzy, J. J. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1109797109 · Cited by 102 · see citing works
Self-citationJohnson, P. L. F., Yates, A. J., Goronzy, J. J., & Antia, R. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1209283110 · Cited by 94 · see citing works
Self-citationThe Impact of Aging on Regulatory T-Cells
Fessler, J., Ficjan, A., Duftner, C., & Dejaco, C. (2013) · Frontiers in Immunology · doi:10.3389/fimmu.2013.00231 · Cited by 88 · see citing works
Age-associated changes within CD4+ T cells
Kovaiou, R. D., & Grubeck-Loebenstein, B. (2006) · Immunology Letters · doi:10.1016/j.imlet.2006.07.006 · Cited by 90 · see citing works
Gil, A., Yassai, M. B., Naumov, Y. N., & Selin, L. K. (2015) · Journal of Virology · doi:10.1128/jvi.03020-14 · Cited by 78 · see citing works
How T follicular helper cells and the germinal centre response change with age
Linterman, M. A. (2014) · Immunology & Cell Biology · doi:10.1038/icb.2013.77 · Cited by 69 · see citing works
Immune memory and aging: an infinite or finite resource?
Nikolich-Žugich, J., & Rudd, B. D. (2010) · Current Opinion in Immunology · doi:10.1016/j.coi.2010.06.011 · Cited by 58 · see citing works
Immune senescence and cancer in elderly patients: Results from an exploratory study
Falci, C., Gianesin, K., Sergi, G., Giunco, S., De Ronch, I., Valpione, S., Soldà, C., Fiduccia, P., Lonardi, S., Zanchetta, M., et al. (2013) · Experimental Gerontology · doi:10.1016/j.exger.2013.09.011 · Cited by 46 · see citing works
Cardiovascular disease risk in an aging HIV population: not just a question of biology
So-Armah, K., & Freiberg, M. S. (2014) · Current Opinion in HIV and AIDS · doi:10.1097/coh.0000000000000065 · Cited by 45 · see citing works
Vaccine-Induced Boosting of Influenza Virus-Specific CD4 T Cells in Younger and Aged Humans
Dolfi, D. V., Mansfield, K. D., Kurupati, R. K., Kannan, S., Doyle, S. A., Ertl, H. C. J., Schmader, K. E., & Wherry, E. J. (2013) · PLoS ONE · doi:10.1371/journal.pone.0077164 · Cited by 26 · see citing works
Caruso, C., & Vasto, S. (2016) · Encyclopedia of Immunobiology · doi:10.1016/b978-0-12-374279-7.19003-4 · Cited by 18 · see citing works
Aging of the Immune System Across Different Species
Nikolich-Žugich, J., & Čičin-Šain, L. (2010) · The Comparative Biology of Aging · doi:10.1007/978-90-481-3465-6_15 · Cited by 9 · see citing works
- Authors
- Naylor, K., Li, G., Vallejo, A. N., Lee, W.-W., Koetz, K., Bryl, E., Witkowski, J., Fulbright, J., Weyand, C. M., & Goronzy, J. J.
- Affiliations
- Mayo Clinic (US)
- Department of Medicine, Mayo Clinic and Graduate School , Rochester, MN 55905
- Venue
- The Journal of Immunology
- Publisher
- Oxford University Press (OUP)
- Published
- 2005-06-01
- Volume
- 174
- Issue
- 11
- Pages
- 7446-7452
- ISSN
- 0022-1767 (ISSN-L)
- 1550-6606
- OpenAlex
- W1556334181
- Cited by
- 802
- References
- 2
- Citations by year
- 2026: 27 · 2025: 29 · 2024: 19 · 2023: 37 · 2022: 38 · 2021: 46 · 2020: 53 · 2019: 46 · 2018: 39 · 2017: 51 · 2016: 35 · 2015: 42 · 2014: 43 · 2013: 45 · 2012: 54
- FWCI
- 10.66
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- The Journal of Immunology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Institute on Aging (R01AG015043, AG 15043)
- National Institute of Allergy and Infectious Diseases (AI 57266, U19AI057266)
- Topics
- Life Sciences › Immunology and Microbiology › Immunology › T-cell and B-cell Immunology
- Life Sciences › Immunology and Microbiology › Immunology › Immunotherapy and Immune Responses
- Health Sciences › Medicine › Hematology › Hematopoietic Stem Cell Transplantation
- Keywords
- immunosenescence, T cell senescence, thymic output, TREC, homeostatic proliferation, naive CD4+ T cells, memory T cells, vaccine response in the elderly
- MeSH terms
- Adolescent, Adult, Aged, Aged, 80 and over, Aging, Cell Differentiation, Homeostasis, Humans, Immunologic Memory, Middle Aged, Receptors, Antigen, T-Cell, Thymus Gland, Gene Rearrangement, beta-Chain T-Cell Antigen Receptor, CD4-Positive T-Lymphocytes, T-Lymphocyte Subsets, Resting Phase, Cell Cycle, Cell Proliferation
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