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An aged immune system drives senescence and ageing of solid organs
Open accessAbstract
Ageing of the immune system, or immunosenescence, contributes to the morbidity and mortality of the elderly 1,2. To define the contribution of immune system ageing to organism ageing, here we selectively deleted Ercc1, which encodes a crucial DNA repair protein 3,4, in mouse haematopoietic cells to increase the burden of endogenous DNA damage and thereby senescence 5-7 in the immune system only. We show that Vav-iCre+/-;Ercc1-/fl mice were healthy into adulthood, then displayed premature onset of immunosenescence characterized by attrition and senescence of specific immune cell populations and impaired immune function, similar to changes that occur during ageing in wild-type mice 8-10. Notably, non-lymphoid organs also showed increased senescence and damage, which suggests that senescent, aged immune cells can promote systemic ageing. The transplantation of splenocytes from Vav-iCre+/-;Ercc1-/fl or aged wild-type mice into young mice induced senescence in trans, whereas the transplantation of young immune cells attenuated senescence. The treatment of Vav-iCre+/-;Ercc1-/fl mice with rapamycin reduced markers of senescence in immune cells and improved immune function 11,12. These data demonstrate that an aged, senescent immune system has a causal role in driving systemic ageing and therefore represents a key therapeutic target to extend healthy ageing.
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“Once senescent cell burden surpasses this threshold, continuing increases in proapoptotic/pro-inflammatory senescent cell burden may contribute to tissue destruction and hence development or progression of multiple diseases and age-related disorders (Table 2) as well as immune dysregulation, further amplifying senescent cell accumulation in a feed-forward loop36,38,62.”
From Cellular senescence and senolytics: the path to the clinic (2022) · cites this paper as [38]
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“The senescent cell fate can be triggered by a number of stressors including DNA damage, cancerous mutations or oncogene activation, mitochondrial dysfunction, reactive metabolites, hyperoxia or hypoxia, proteotoxic stress, extracellular signals, infections, mechanical or shear stresses that deform cells, resistance exercise and factors secreted by other senescent cells18,38–47.”
From Cellular senescence and senolytics: the path to the clinic (2022) · cites this paper as [38]
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In the citing paper
“Mouse models of rapid telomere shortening, dysfunctional mitosis or impaired DNA repair (Terc, BubR1, and Ercc1 mutant mice, respectively), display high levels of cellular senescence and accelerated aging86,99,100.”
From Guidelines for minimal information on cellular senescence experimentation in vivo (2024) · cites this paper as [99]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“CD3+ T cells isolated from the blood of aged mice and of mice deficient in ERCC1, which is a crucial DNA repair protein, exhibit increased levels of multiple senescent markers, including Ccl2, Tnf, Il1b, Inhba, Spp1, Cdkn2a and Cdkn1a (refs. 85,86).”
From SenNet recommendations for detecting senescent cells in different tissues (2024) · cites this paper as [86]
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
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“As a result of the effects of cellular senescence, chronic inflammation, and immunosenescence, the pathological aging of organs increases the level of inflammation and makes repair difficult, ultimately leading to diseases.10”
From Inflammation and aging: signaling pathways and intervention therapies (2023) · cites this paper as [10]
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“In aging tissues, molecular and cellular changes disrupt spatial organization, resulting in uneven functional decline.”
From Spatial transcriptomic landscape unveils immunoglobin-associated senescence as a hallmark of aging (2024) · cites this paper as [5]
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“These and other models, for which it has been shown that accelerated aging depends, at least partly, on cellular senescence, are valuable for studying the impact of senescence on health and lifespan”
From Guidelines for minimal information on cellular senescence experimentation in vivo (2024) · cites this paper as [99]
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In the citing paper
“Furthermore, the functionally weakened immune system in old age44 does not clear senescent cells, which may account for their persistence in damaged aged muscle; this exacerbates tissue regenerative impairment.”
From Senescence atlas reveals an aged-like inflamed niche that blunts muscle regeneration (2023) · cites this paper as [44]
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“Premature aging of the immune system has been shown to drive aging of multiple other organ systems in mice 81.”
From Targeting the biology of aging with mTOR inhibitors (2023) · cites this paper as [81]
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In the citing paper
“Notably, clearing senescent cells in peripheral tissues may also positively impact the brain55.”
From Senolytic therapy in mild Alzheimer's disease: a phase 1 feasibility trial (2023) · cites this paper as [55]
Experimental — accuracy not yet measuredIn the citing paper
“suggesting that a senescent immune system contributes to aging phenotypic features in immune cells and in solid, nonlymphoid tissues.”
From Connecting aging biology and inflammation in the omics era (2022) · cites this paper as [26]
In the citing paper
“Deletion of ERCC1, a crucial DNA repair protein, in mouse hematopoietic cells leads to accelerated senescence of the immune system.”
From Connecting aging biology and inflammation in the omics era (2022) · cites this paper as [26]
In the citing paper
“Accordingly, mice lacking ERCC1 in hematopoietic cells, as well as aged mice, express elevated markers of senescence (p16, p21) in many immune cells with concomitant impairment of immune function.”
From Connecting aging biology and inflammation in the omics era (2022) · cites this paper as [26]
In the citing paper
“Strikingly, transfer of splenocytes from aged wild-type mice or mice lacking ERCC1 into young animals increased the senescence burden in nonlymphoid organs, suggesting that a senescent immune system contributes to aging phenotypic features in immune cells and in solid, nonlymphoid tissues.”
From Connecting aging biology and inflammation in the omics era (2022) · cites this paper as [26]
In the citing paper
“Notably, the selective induction of immune cell ageing increases the levels of the ageing markers p16 and p21 in multiple organs, including the brain,328 thereby highlighting the crucial roles played by the immune system in the process of ageing.”
From Antiageing strategy for neurodegenerative diseases: from mechanisms to clinical advances (2025) · cites this paper as [328]
In the citing paper
“Immunosenescence is characterized by dysfunctions in monocyte and neutrophil phagocytosis, decreased numbers of naive T cells, increased numbers of memory T cells,327 and increased SASP secretion by these cells,327,328 thereby weakening the immune response to foreign antigens.”
From Antiageing strategy for neurodegenerative diseases: from mechanisms to clinical advances (2025) · cites this paper as [328]
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Citations
Cites
The senescence-associated secretory phenotype: the dark side of tumor suppression
Coppé, J.-P., Desprez, P.-Y., Krtolica, A., & Campisi, J. (2010) · Annual Review of Pathology: Mechanisms of Disease · doi:10.1146/annurev-pathol-121808-102144 · Cited by 5,206
Farndale, R. W., Buttle, D. J., & Barrett, A. J. (1986) · Biochimica et Biophysica Acta (BBA) - General Subjects · doi:10.1016/0304-4165(86)90306-5 · Cited by 3,309
Naturally occurring p16Ink4a-positive cells shorten healthy lifespan
Baker, D. J., Childs, B. G., Durik, M., Wijers, M. E., Sieben, C. J., Zhong, J., A. Saltness, R., Jeganathan, K. B., Verzosa, G. C., Pezeshki, A., et al. (2016) · Nature · doi:10.1038/nature16932 · Cited by 2,876
Geroscience: Linking Aging to Chronic Disease
Kennedy, B. K., Berger, S. L., Brunet, A., Campisi, J., Cuervo, A. M., Epel, E. S., Franceschi, C., Lithgow, G. J., Morimoto, R. I., Pessin, J. E., et al. (2014) · Cell · doi:10.1016/j.cell.2014.10.039 · Cited by 2,764
The role of senescent cells in ageing
van Deursen, J. M. (2014) · Nature · doi:10.1038/nature13193 · Cited by 2,623
The Achilles' heel of senescent cells: from transcriptome to senolytic drugs
Zhu, Y., Tchkonia, T., Pirtskhalava, T., Gower, A. C., Ding, H., Giorgadze, N., Palmer, A. K., Ikeno, Y., Hubbard, G. B., Lenburg, M., et al. (2015) · Aging Cell · doi:10.1111/acel.12344 · Cited by 2,584
Self-citationSenolytics improve physical function and increase lifespan in old age
Xu, M., Pirtskhalava, T., Farr, J. N., Weigand, B. M., Palmer, A. K., Weivoda, M. M., Inman, C. L., Ogrodnik, M. B., Hachfeld, C. M., Fraser, D. G., et al. (2018) · Nature Medicine · doi:10.1038/s41591-018-0092-9 · Cited by 2,287
Self-citationThe diverse functions of the PD1 inhibitory pathway
Sharpe, A. H., & Pauken, K. E. (2017) · Nature reviews. Immunology · doi:10.1038/nri.2017.108 · Cited by 2,054
Ink4a/Arf expression is a biomarker of aging
Krishnamurthy, J., Torrice, C., Ramsey, M. R., Kovalev, G. I., Al-Regaiey, K., Su, L., & Sharpless, N. E. (2004) · Journal of Clinical Investigation · doi:10.1172/jci22475 · Cited by 1,486
Forging a signature of in vivo senescence
Sharpless, N. E., & Sherr, C. J. (2015) · Nature Reviews Cancer · doi:10.1038/nrc3960 · Cited by 1,104
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Ping, J., Qiao, Q., Gao, D.-D., Li, Y., Fan, Y., Tian, Y., Xiong, M., Zheng, Q., Jiang, B., Li, J., et al. (2026) · Immunity · doi:10.1016/j.immuni.2026.02.007 · Cited by 13
Interaction of aging and Immunosenescence: New therapeutic targets of aging
Liao, S., Ning, Q., Chen, Y., Zhao, X., & Tang, S. (2022) · International Immunopharmacology · doi:10.1016/j.intimp.2022.109397 · Cited by 8
Mitani, A., Iwai, H., Inaba, M., Bui, D. V., Miwa, T., Nguyen, L. M., Hanh, C. H., Sakagami, T., Suzuki, K., Kobayashi, Y., et al. (2023) · Experimental Gerontology · doi:10.1016/j.exger.2023.112184 · Cited by 9
Recent Advancement in Elimination Strategies and Potential Rejuvenation Targets of Senescence
Kureel, S. K., Blair, B., & Sheetz, M. P. (2023) · Advanced Biology · doi:10.1002/adbi.202300461 · Cited by 8
PD-1+ T lymphocyte proportions and hospitalized exacerbation of COPD: a prospective cohort study
Xue, H., Lan, X., Xue, T., Tang, X., Yang, H., Hu, Z., Xu, N., & Xie, B. (2024) · Respiratory Research · doi:10.1186/s12931-024-02847-6 · Cited by 8
“Interventions targeting immune aging to enhance vigorous immune cells could mitigate the aging process [44].”
BackgroundActivity of DNA Repair Systems in the Cells of Long-Lived Rodents and Bats
Popov, A. A., Petruseva, I. O., & Lavrik, O. I. (2024) · Biochemistry (Moscow) · doi:10.1134/s0006297924060038 · Cited by 6
“These assumptions were experimentally confirmed in the further study of mutant mice with ERCC1 gene knockout, which demonstrated chronic inflammatory reaction and characteristic aging phenotype [37].”
Drivers of centrosome abnormalities: Senescence progression and tumor immune escape
Jiang, T., Jin, H., Ji, X., Zheng, X., Xu, C., & Zhang, P. (2025) · Seminars in Cancer Biology · doi:10.1016/j.semcancer.2025.01.008 · Cited by 9
Giudice, A. M. D., Mantia, I. L., Barbara, F., Ciccarone, S., Ragno, M. S., Robertis, V. D., Cariti, F., Barbara, M., D’Ascanio, L., & Stadio, A. D. (2022) · Nutrients · doi:10.3390/nu14173476 · Cited by 11
Alcendor, D. J., Matthews-Juarez, P., Smoot, D. T., Edwards, A., Hildreth, J. E. K., & Juárez, P. D. (2023) · Vaccines · doi:10.3390/vaccines11050906 · Cited by 8
“Vulnerable individuals aged 65 years and older often have underlying medical conditions and experience immune senescence due to aging [28].”
BackgroundSTING promotes homeostatic maintenance of tissues and confers longevity with agingPreprint
Hopkins, J. W., Sulka, K. B., Sawden, M., Carroll, K. A., Brown, R. D., Bunnell, S. C., Poltorak, A., Tai, A., Reed, E. R., & Sharma, S. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.04.04.588107 · Cited by 10
Aging and immunity: the age-old tangoPreprint
Fernández-Maestre, I., Harris, A. S., & Amor, C. (2025) · Genes & Development · doi:10.1101/gad.352644.125 · Cited by 8
“Another study showed that transplanting young immune cells without the need for HSC enrichment can reduce tissue senescence and damage in progeroid mice (Yousefzadeh et al. 2021).”
Zhuo, H., Zhou, Z., Chen, X., Song, Z., Shang, Q., Huang, H., Xiao, Y., Wang, X., Chen, H., Yan, X., et al. (2024) · Scientific Reports · doi:10.1038/s41598-024-63193-7 · Cited by 7
p53 dependence of senescence markers p21v1 and p21v2 in aging and acute injury
Kar, P., Ashok, S., Lavarti, R., Cai, L., Thangaraju, M., Nguyen, E., Mundluru, B., & Raju, R. P. (2024) · npj Aging · doi:10.1038/s41514-024-00175-z · Cited by 7
Boonmee, A., Benjaskulluecha, S., Kueanjinda, P., Wongprom, B., Pattarakankul, T., Sri-ngern-ngam, K., Umthong, S., Takano, J., Koseki, H., & Palaga, T. (2024) · Epigenetics & Chromatin · doi:10.1186/s13072-024-00562-6 · Cited by 8
A review of pharmacological mechanisms, challenges and prospects of macromolecular glycopeptides
Gao, Y., Chen, X., Duan, J., & Xiao, P. (2025) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2025.140294 · Cited by 7
Gao, Z., Yu, Y., Eckel‐Mahan, K. L., & Kolonin, M. G. (2025) · Aging Cell · doi:10.1111/acel.14499 · Cited by 7
Song, C., Yang, J., & Gu, Z. (2025) · Ageing Research Reviews · doi:10.1016/j.arr.2025.102728 · Cited by 7
Click Chemistry-Assisted Rejuvenation of Aging T Cells Sensitizes Aged Mice to Tumor Immunotherapy
Bai, X., Ma, J., Zhang, C., Chen, Z., He, J., Cheng, S., & Zhang, X. (2025) · Journal of the American Chemical Society · doi:10.1021/jacs.5c05312 · Cited by 7
Beyond polarization: macrophage senescence in immunoregulation and cancer therapy
Mei, S., Zhang, L., Dai, X., Ji, S., Shen, J., & He, W. (2025) · International Journal of Biological Sciences · doi:10.7150/ijbs.115921 · Cited by 7
“Immunosenescence refers to the decline in immune function associated with aging, and this process is further complicated by age-related alterations in the immune system [17-19].”
Long‐Term High‐Fat Diet Affected Bone Marrow Microenvironment During Aging at Single‐Cell Resolution
Pang, Y., Zhu, S., Ding, P., Zhang, S., Zhang, Y., Ye, F., Zhang, C., Gao, J., & Yin, J. (2025) · MedComm · doi:10.1002/mco2.70276 · Cited by 8
Zhu, S., Chen, Y., Lin, H., Lu, J., Pan, Y., Li, G., Wu, Y., Zhang, H., Huang, X., Chen, Y., et al. (2025) · Advanced Science · doi:10.1002/advs.202508431 · Cited by 7
Recent progress in stem cell and immune cell-based interventions for aging and age-related disorders
Li, H., Han, D., Zong, F., Zhang, Y., Han, Z., & Xu, Z. (2025) · Frontiers in Aging · doi:10.3389/fragi.2025.1638168 · Cited by 7
Ge, T., He, G., Cui, Q., Wang, S., Wang, Z., Xie, Y., Tian, Y., Zhou, J., Li, W., Wang, B., et al. (2025) · Frontiers in Immunology · doi:10.3389/fimmu.2025.1599515 · Cited by 7
“This shift in T cell composition contributes to the progressive decline and possible inversion of the CD4 + /CD8 + ratio in older adults, a recognized hallmark of immunosenescence (28), which has been associated with heightened susceptibility to infection and increased all-cause mortality (29).”
Peng, L., Nie, S., Sun, Y., Wang, S., Wang, Y., & Liu, Z. (2025) · Clinical Epigenetics · doi:10.1186/s13148-025-02005-9 · Cited by 8
Self-citationAdipose immune microenvironment: catalyst of age-related adipose tissue dysfunction
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“Immune cells also constitute an important component of senescent cells and serve as key mediators of chronic inflammation [37].”
DNA damage in macrophages drives immune autoreactivity via nuclear antigen presentation
Niotis, G., Arvanitaki, E. S., Theodorakis, E., Schmalen, A., Juretschke, T., Argyros, O., Tsolis, K. C., Bertsias, G. K., Drakos, E., Beli, P., et al. (2026) · Nature Aging · doi:10.1038/s43587-025-01053-3 · Cited by 7
Song, Z., Hu, H., Zhang, W., Zheng, X., Liang, L., Zhao, B., Song, G., Li, J., Li, S., Wen, Y., et al. (2026) · Nature Aging · doi:10.1038/s43587-026-01087-1 · Cited by 7
Gu, X., Lin, M. M.-W., Xia, Y., Cheng, X., Pan, H., Cai, M., Jiang, M., & Yao, D. (2026) · Biomedicines · doi:10.3390/biomedicines14030636 · Cited by 9
““Inflammaging” not only disrupts nervous system homeostasis but also suppresses post-injury repair by interfering with the temporal dynamics and functional polarization of inflammatory reactions [38,39].”
Podocyte Ercc1 is indispensable for glomerular integrity
Hama, E. Y., Nakamichi, R., Hishikawa, A., Kihara, M., Abe, T., Yoshimoto, N., Nishimura, E. S., Itoh, H., & Hayashi, K. (2024) · Biochemical and Biophysical Research Communications · doi:10.1016/j.bbrc.2024.149713 · Cited by 7
Zhao, X. O., Zong, J., Liu, Y., Aili, T., Qiu, M., Wu, J., & Hu, B. (2024) · Aging and Disease · doi:10.14336/ad.2024.0123-1 · Cited by 7
“Monocytes/macrophages: Diminished ability to clear senescent cells and upregulation of the genes p16 INK4A /pRB and p53/p21 WAF1/CIP1 , mediating cell cycle arrest [111, 112].”
Up‐regulated LRRN2 expression as a marker for graft quality in living donor liver transplantation
Tomiyama, T., Yamamoto, T., Takahama, S., Toshima, T., Itoh, S., Harada, N., Shimokawa, M., Okuzaki, D., Mori, M., & Yoshizumi, T. (2022) · Hepatology Communications · doi:10.1002/hep4.2033 · Cited by 7
Global research trends of immunosenescence: A bibliometric study
Chen, H., Luo, Y., Zhang, X., Luo, R., Bian, Y., Hou, Y., & Liu, Y. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e20362 · Cited by 7
Jin, J., Wang, Y., Liu, Y., Chakrabarti, S., & Su, Z. (2024) · Acta Pharmaceutica Sinica B · doi:10.1016/j.apsb.2023.12.018 · Cited by 8
“They further found that immune system aging leads to organs aging throughout the body and transplanting young immune cells can ameliorate aging 64 .”
BackgroundSelf-citationSharma, R., & Diwan, B. (2022) · Human Nutrition & Metabolism · doi:10.1016/j.hnm.2022.200149 · Cited by 8
Huang, Y., Liu, Z., Li, M., Wang, D., Ye, J., Hu, Q., Zhang, Q., Lin, Y., Chen, R., Liang, X., et al. (2024) · Immunity & Ageing · doi:10.1186/s12979-024-00452-1 · Cited by 8
Self-citationResolvin D1 suppresses macrophage senescence and splenic fibrosis in aged mice
Groenen, A. G., Lipscomb, M., Ramos, R. B., Sadhu, S., Bazioti, V., Fredman, G., & Westerterp, M. (2024) · Prostaglandins Leukotrienes and Essential Fatty Acids · doi:10.1016/j.plefa.2024.102634 · Cited by 7
Zheng, S., Lou, Y., Zhang, J., Wang, Y., & Lv, L. (2024) · Archives of Gerontology and Geriatrics · doi:10.1016/j.archger.2024.105741 · Cited by 6
Self-citationZhang, Y., Zhou, J., Jin, Y., Liu, C., Zhou, H., Sun, Y., Jiang, H., Gan, J., Zhang, C., Lu, Q., et al. (2024) · Cancers · doi:10.3390/cancers17010085 · Cited by 6
“Due to the lack of universal biomarkers of immunosenescence, defining the level of immunosenes-cence remains a key unanswered question [11,12].”
From bench to bedside: translational insights into aging research
Pandey, K. B. (2025) · Frontiers in Aging · doi:10.3389/fragi.2025.1492099 · Cited by 7
CD8+T cell exhaustion: the potential for treating autoimmune diseases
Xu, Y., Yi, X., Li, C., & Chen, J. (2025) · Current Opinion in Immunology · doi:10.1016/j.coi.2025.102600 · Cited by 6
Jiang, N., Yin, J., Lawrence, N., Meng, J., Maeyens, L. T., Xu, Z., Li, X., Ekane, M., Chaudhary, A., Cao, P., et al. (2025) · Aging Cell · doi:10.1111/acel.70210 · Cited by 7
Self-citationCellular senescence in precancer lesions and early-stage cancers
Hoi, X. P., Stangis, M. M., Glass, S. E., Kim, J., Kang, S. W., Brennen, W. N., Li, Z., Grady, W. M., Yegnasubramanian, S., Kühn, P., et al. (2025) · Cancer Cell · doi:10.1016/j.ccell.2025.10.006 · Cited by 6
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Ma, Q., Weng, C., Yao, C., Xu, J., Tian, B., Wu, Y., Wang, H., Yang, Q., Dai, H., Zhang, Y., et al. (2023) · Aging · doi:10.18632/aging.204893 · Cited by 6
“Keyhole limpet hemocyanin (KLH) is a xenogeneic protein antigen that can effectively trigger immune response in mice [35].”
Aging-related genes revealed Neuroinflammatory mechanisms in ischemic stroke by bioinformatics
Yao, Z., Jiang, J., Ju, Y., & Luo, Y. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e21071 · Cited by 6
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Orr, M. E. (2024) · Journal of Alzheimer s Disease · doi:10.3233/jad-231462 · Cited by 6
Hematopoietic Stem Cells as an Integrative Hub Linking Lifestyle to Cardiovascular Health
Chen, X., Liu, C., Wang, J., & Du, C. (2024) · Cells · doi:10.3390/cells13080712 · Cited by 6
“Here, we focus on the salutary effects of a healthy diet pattern and physical exercise on BM HSC homeostasis as well as their causal links with cardiovascular health.”
BackgroundVidal, C. M., Alva-Ornelas, J. A., Chen, N. Z., Senapati, P., Tomšič, J., Robles, V. M., Resto, C., Sanchez, N., Sanchez, A., Hyslop, T., et al. (2024) · Cancers · doi:10.3390/cancers16152735 · Cited by 6
“A recent study [11], however, showed that senescent PBMCs could cause senescence in healthy solid organs.”
BackgroundKleeblatt, E., Lazki-Hagenbach, P., Nabet, E., Cohen, R., Bahri, R., Rogers, N., Langton, A. K., Bulfone‐Paus, S., Frenkel, D., & Sagi‐Eisenberg, R. (2024) · Immunity & Ageing · doi:10.1186/s12979-024-00478-5 · Cited by 7
Xiao, L., Gao, W., Wu, J., Erezuma, I., Dolatshahi‐Pirouz, A., Silva‐Correia, J., Zhou, Y., Sun, A. R., Prasadam, I., Crawford, R., et al. (2025) · Regenerative medicine and dentistry. · doi:10.53941/rmd.2025.100001 · Cited by 6
“Many immune cell types senesce with aging (immunosenescence), featured by increased expression levels of p16 INK4a and p21 CIP1 , inflammatory secretome (SASP), and dysregulated immune responses [64,79,80].”
InfluentialChen, L., Lin, A., Luo, P., & Miao, K. (2025) · Nano Research · doi:10.26599/nr.2025.94907609 · Cited by 6
Yegorov, Y. E., Poznyak, A. V., Bezsonov, E. E., Zhuravlev, A. D., Nikiforov, N. G., Vishnyakova, K. S., & Orekhov, A. N. (2022) · Biomedicines · doi:10.3390/biomedicines10040782 · Cited by 6
“Another important observation is that non-lymphoid organs also exhibited enhanced senescence and damage, which suggests that senescent, aged immune cells can promote systemic aging [103].”
BackgroundZhang, H., Sun, M., Hu, Z., Cao, Y., Hao, M., Li, Y., Li, J., Sun, X., Wang, X., & Jiang, X. (2022) · The journal of nutrition health & aging · doi:10.1007/s12603-022-1802-z · Cited by 6
“In addition, ageing has pronounced impacts on the immune system, and the aged immune system could directly promote organ-system ageing (such as kidney, heart and brain ageing) (40), which contributes to impaired physical ability (41-43).”
Granic, A., Martin-Ruiz, C. M., Rimmer, L., Dodds, R. M., Robinson, L. A., Spyridopoulos, I., Kirkwood, T. B. L., von Zglinicki, T., & Sayer, A. A. (2022) · Mechanisms of Ageing and Development · doi:10.1016/j.mad.2022.111739 · Cited by 7
“Several excellent recent reviews have highlighted a strong association between age-related diseases and ageing mechanisms including cellular senescence in immune cells in animal and human studies (Fraser et al., 2022; Sayed et al., 2021; Yousefzadeh et al., 2021) and technical advancements in understanding cellular se…”
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Morelli, N. R., Pipella, J., & Thompson, P. J. (2024) · Trends in Endocrinology and Metabolism · doi:10.1016/j.tem.2024.01.003 · Cited by 7
Meeting Report: Aging Research and Drug Discovery
Meron, E., Thaysen, M., Angeli, S., Antebi, A., Barzilai, N., Baur, J. A., Bekker‐Jensen, S., Birkisdóttir, M. B., Bischof, E. Y., Bruening, J., et al. (2022) · Aging · doi:10.18632/aging.203859 · Cited by 7
“She further showed that senescent cells in old mice cause an over-reaction to PAMPs, driving a cytokine storm that drives organ failure and death upon infection with a pathogen such as β-coronaviruses, an effect that can be ameliorated by treatment with the senolytic fisetin [35, 36].”
BackgroundSelf-citationPredictors of Toxicity Among Older Adults with Cancer.
Extermann, M., Chetty, I., Brown, S., Al-Jumayli, M., & Movsas, B. (2022) · Seminars in Radiation Oncology · doi:10.1016/j.semradonc.2021.11.004 · Cited by 3
Lessons from Sicilian centenarians for anti-ageing medicine. The Oxi-inflammatory status
Caruso, C., Accardi, G., Aiello, A., Calabrò, A., Ligotti, M. E., & Candore, G. (2022) · Translational Medicine UniSa · doi:10.37825/2239-9747.1036 · Cited by 5
Single cell decomposition of multicellular aging programs associated with impaired lung regenerationPreprint
Gote-Schniering, J., Melo-Narváez, M. C., Boosarpu, G., Lauer, D., Prakki, S. R. S., Wang, H., Brunner, M., Khan, S., Ansari, M., Ammeter, M., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.07.24.666371 · Cited by 7
“It is possible that mechanisms of immune-mediated impairment of stem cell niches, as shown here for the lung, may act in a similar way across organ systems 7,47 .”
Senescence as a therapeutic target
Meyer, K. R., Lopez-Dominguez, J. A., Maus, M., Kovatcheva, M., & Serrano, M. (2021) · Elsevier eBooks · doi:10.1016/b978-0-12-822514-1.00014-6 · Cited by 5
Chen, K., Ling, J., Zhou, X., Zhang, M., Long, Q., & Huang, L. (2024) · Journal of Holistic Integrative Pharmacy · doi:10.1016/j.jhip.2024.05.001 · Cited by 5
The potential of flavonoids to mitigate cellular senescence in cardiovascular disease
Zheng, H., Li, T., Hu, Z., Zheng, Q., & Wang, J. (2024) · Biogerontology · doi:10.1007/s10522-024-10141-7 · Cited by 6
“Intensive mechanism studies have shown that a variety of factors can induce cellular senescence, such as telomeres shortening, DNA damage and reactive oxygen species (ROS) (Davalli et al. 2016; Dungan et al. 2022; Yousefzadeh et al. 2021).”
Ma, K., Niu, J., Zeng, L., Tian, J., & Zhang, Y. (2025) · Neurochemical Research · doi:10.1007/s11064-025-04373-3 · Cited by 6
“Immunosenescence and chronic inflammation are the most obvious features of aging [1 ].”
Stefens, S. J. M., van der Linden, J., Heredia‐Genestar, J. M., Brandt, R. M. C., Barnhoorn, S., Nieuwenhuizen‐Bakker, I., van Vliet, N., Odijk, J. H. M., Ridwan, Y. R., Stuijts, D., et al. (2025) · Aging Cell · doi:10.1111/acel.70062 · Cited by 6
Gong, Y., Wang, Y., Delgado‐Peraza, F., Nogueras‐Ortiz, C. J., Hooten, N. N., Croteau, D. L., Temre, M. K., Molnar, A. E., Bodogai, M., Zou, A., et al. (2025) · iScience · doi:10.1016/j.isci.2025.112661 · Cited by 5
“29 This finding suggests that a mechanism via altered intercellular communication may contribute to systemic aging.”
Self-citationResearch progress on blood therapy for anti-aging
Liu, S., Wang, S., Dong, Y., Yang, S., & Yao, C. (2025) · Journal of Advanced Research · doi:10.1016/j.jare.2025.07.039 · Cited by 5
“Given that acute immunosenes-cence accelerates human aging and mortality [ 249,250], we pro-pose an innovative therapeutic strategy comprising two phases: Firstly, removal of pro-aging factors.”
Seshadri, V., Chng, C., Tyler, J., Adikerta, C., Baghaei, K., Wang, Y., Gueven, N., Ricardo, S. D., & Azimi, I. (2025) · Aging Cell · doi:10.1111/acel.70209 · Cited by 7
Self-citationDeng, Y., He, X., Peng, J., Pan, Y., Luo, Y., Ruan, Y., Hou, J., Jiang, B., Li, X., Liang, X., et al. (2025) · Cell Death and Disease · doi:10.1038/s41419-025-08007-y · Cited by 8
Yin, H., Zhou, S., Shen, K., Chen, H., Yang, M., Deng, Y., Chang, C., & Wu, H. (2025) · Clinical Reviews in Allergy & Immunology · doi:10.1007/s12016-025-09109-3 · Cited by 6
“…decarboxylase (ACMSD) to boost endogenous NAD ⁺ synthesis further validates this strategy [113]. mTOR inhibition by rapamycin suppresses glycolysis and reduces senescence markers (p16/p21) and SASP factors (MCP-1/TNF) in immunosenescent models, restoring T cell functionality [114, 115].”
Adiponectin and aging: Mechanistic insights, clinical paradox, and therapeutic horizons
McGregor, E. R., Osterbauer, K. J., Gustafson, G. E., Clark, J. P., Rhoads, T. W., & Anderson, R. M. (2026) · Ageing Research Reviews · doi:10.1016/j.arr.2026.103059 · Cited by 6
“…production of ATP (Amorim et al., 2022; Harrington et al., 2023; Granath-Panelo and Kajimura, 2024; Monzel et al., 2023); cell fate determinants including p53/p44 (Vaddavalli and Schumacher, 2022; Huang et al., 2024), and cellular senescence (Di Micco et al., 2021; Yousefzadeh et al., 2021).”
Neurosenescence, inflammaging and neuroinflammation in neurodegenerative disorders
Kempuraj, D., Babu, P. R. R., Jayakumar, N., Belur, M. G., Cohan, C. H., Sharma, A., Sanchez-Guerrero, E., Anderson, T., Kong, D., Chinnappan, B., et al. (2026) · Frontiers in Aging · doi:10.3389/fragi.2026.1756670 · Cited by 6
“Increased senescence and damage in non-lymphoid organs indicate that senescent and aged immune cells can contribute to systemic aging, representing an important therapeutic target to extend healthy ageing (Yousefzadeh et al., 2021).”
CD4 CTLs in supercentenarians: Signs of adaptive expansion in healthy aging
Hashimoto, K., Kojima-Ishiyama, M., Inokuchi, H., Tagami, M., Sasaki, T., Mizuguchi, K., Okazaki, Y., Taniuchi, I., Ishigaki, K., Hirose, N., et al. (2026) · Cell Reports · doi:10.1016/j.celrep.2026.117728 · Cited by 5
Cox, L. S. (2022) · The Journal of the Economics of Ageing · doi:10.1016/j.jeoa.2022.100423 · Cited by 6
Reconstructing the immunosenescence core pathway reveals global characteristics in pan-cancer
Zhang, Y., Sun, Y., Gan, J., Zhou, H., Guo, S., Wang, X., Zheng, W., Zheng, W., Zhao, X., Zhang, Y., et al. (2023) · Cancer Immunology Immunotherapy · doi:10.1007/s00262-023-03521-4 · Cited by 5
“We found that OSI-027 (A7486), Rapamycin, PRIMA-1MET (APR-246), Venetoclax, and MIRA-1 showed robust antitumor activity in HNSC. Studies have shown that Rapamycin treatment in mice can reduce immune cell senescence markers and improve immune function [33].”
BackgroundCho, H.-M., Choe, S.-H., Lee, J.-R., Park, H., Ko, M.-G., Lee, Y.-J., Lee, H.-Y., Park, S. H., Park, S.-J., Kim, Y., et al. (2024) · npj Aging · doi:10.1038/s41514-024-00158-0 · Cited by 5
Terminally differentiated effector memory T cells in kidney transplant recipients: New crossroads
Laecke, S. V., & Glorieux, G. (2024) · American Journal of Transplantation · doi:10.1016/j.ajt.2024.10.001 · Cited by 5
Cellular senescence as a source of chronic microinflammation that promotes the aging process
Nakanishi, M. (2025) · Proceedings of the Japan Academy Series B · doi:10.2183/pjab.101.014 · Cited by 5
Yang, C., Xu, Y. J., Gong, F., Li, S., Huang, Z., Huang, Z., Wang, M., Li, H., & Huang, H. (2025) · Frontiers in Pharmacology · doi:10.3389/fphar.2025.1565451 · Cited by 5
“It has been demonstrated that senescent immune cells play a pivotal role in the process of systemic ageing, particularly with regard to the acceleration of solid organ ageing (Yousefzadeh et al., 2021).”
Lanz, P., Wieczorek, M., Sadlon, A., Molino, C. D. G. R. C., Abderhalden, L. A., Schaer, D. J., Spahn, D. R., Freystaetter, G., Orav, E. J., Egli, A., et al. (2022) · The journal of nutrition health & aging · doi:10.1007/s12603-022-1836-2 · Cited by 5
“As people live longer, they are at an increased risk for infections due to chronic health conditions and the aging of the immune system, so called immunosenescence (11).”
Entwistle, A., Walker, S., Knecht, A. K., Strum, S. L., Shah, A. A., Podgoreanu, M. V., Pustavoitau, A., Mitin, N., & Williams, J. B. (2024) · Cardiology and Cardiovascular Medicine · doi:10.26502/fccm.92920387 · Cited by 5
Meng, Z., Lu, C., Li, J., Liao, J., Wen, H., Li, Y., Huang, F., & Zeng, Z. (2024) · Scientific Reports · doi:10.1038/s41598-024-72979-8 · Cited by 6
“Immune cells have a positive effect on senescent cells, and recent research has shown that transplanting young immune cells into aging mice could reverse the aging process 32 .”
Rob, F. I., Stebbins, R. C., Momkus, J., Martin, C. L., Harris, K. M., & Aiello, A. E. (2025) · Brain Behavior & Immunity - Health · doi:10.1016/j.bbih.2025.100993 · Cited by 5
Immuno(T)herapy for age‐related diseases
Gabandé‐Rodríguez, E., Pfeiffer, M., & Mittelbrunn, M. (2022) · EMBO Molecular Medicine · doi:10.15252/emmm.202216301 · Cited by 5
“…of chronic inflammation in the development of age-associated diseases has been widely accepted, a causal contribution of immune cell dysfunction to inflammaging, systemic senescence, and aging has only recently been established (Desd (cid:1) ın-Mic (cid:1) o et al , 2020; Yousefzadeh et al , 2021).”
Dietary restriction in senolysis and prevention and treatment of disease
Aminzadeh-Gohari, S., Kofler, B., & Herzog, C. M. S. (2022) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408398.2022.2153355 · Cited by 5
“…as age-related dysfunction of cell-mediated clearance, mitochondrial signaling, epigenome and chromatin organization, cytokines and chemokines, (Yousefzadeh et al. 2021; Ovadya et al. 2018), or exogenous triggers such as obesity (Wang et al. 2009; Shirakawa et al. 2016; Palmer et al. 2019) and…”
Hautalterung – zelluläre Seneszenz
Scharffetter‐Kochanek, K., Wang, Y., Makrantonaki, E., Crișan, D., Wlaschek, M., Geiger, H., & Maity, P. (2023) · Die Dermatologie · doi:10.1007/s00105-023-05201-x · Cited by 5
Self-citationGene expression in mice with endothelium-specific telomerase knockout
Gao, Z., Yu, Y., Dai, Y., Zhao, Z., Eckel‐Mahan, K. L., & Kolonin, M. G. (2023) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2023.1295072 · Cited by 5
Zhou, Z., Wei, J., & Jiang, W. (2022) · Scientific Reports · doi:10.1038/s41598-022-09549-3 · Cited by 5
Does immunosenescence drive organismal ageing via inflammageing?
Pawelec, G. (2021) · Immunity & Ageing · doi:10.1186/s12979-021-00242-z · Cited by 5
“Reciprocally, transfer of splenocytes from either younger Ercc1-deficient animals or unmanipulated old animals induced senescence in several tissues of young mice [2].”
Backgroundp16-dependent upregulation of PD-L1 impairs immunosurveillance of senescent cellsPreprint
Majewska, J., Agrawal, A., Mayo, A., Roitman, L., Chatterjee, R., Kralova, J. S., Landsberger, T., Katzenelenbogen, Y., Meir-Salame, T., Hagai, E., et al. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.01.30.524522 · Cited by 5
“Lines of evidence suggest that the age-dependent decline of immune-mediated clearance of senescent cells depends on senescent cell-autonomous mechanisms that inhibit their removal (5, 6), and functional impairment of the aged immune system (immunosenescence) (7, 8).”
BackgroundMethodγδ T Cells Target and Ablate Senescent Cells in Aging and Alleviate Pulmonary FibrosisPreprint
Meca-Laguna, G., Admasu, T. D., Shankar, A., Barkovskaya, A., Collibee, I., Krakauer, A. A., Tran, T., Rae, M. J., & Sharma, A. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.05.05.652251 · Cited by 5
Age-associated defect in ADCC response to COVID-19 vaccine
Sievers, B. L., Altaf, M., Cheng, M. T. K., Kamelian, K., Cormie, C., Bradley, J. R., Baker, S., Graves, B., Stark, H., Hein, S., et al. (2025) · npj Vaccines · doi:10.1038/s41541-025-01196-9 · Cited by 4
Lessons in longevity from blood stem cells under protein stress
Catic, A. (2025) · Trends in Cell Biology · doi:10.1016/j.tcb.2025.06.006 · Cited by 5
“Both cellular and soluble blood components have been shown to influence organismal aging and tissue rejuvenation, though some findings remain controversial [24,25,84,85,133].”
de Mendonça, L. B., Lenz, G., & Filippi‐Chiela, E. C. (2025) · Biochemical Society Transactions · doi:10.1042/bst20253054 · Cited by 5
Boroumand, M., Dey, A. K., Cupp‐Sutton, K. A., Pierce, T., Tsitsipatis, D., Herman, A. B., Wu, S., & Basisty, N. (2025) · Analytical Chemistry · doi:10.1021/acs.analchem.5c02694 · Cited by 5
Wu, Z., Wang, C., Wang, T., Chen, J., Liang, Y., Zhou, Y., Li, C., & Zhang, S. (2025) · International Journal of Biological Macromolecules · doi:10.1016/j.ijbiomac.2025.149363 · Cited by 4
Liu, J., Li, Z., Qiong, K., Liu, Q., Sun, Y., Yan, R., Ye, H., Zhang, Y., Ren, J., Chen, H., et al. (2026) · Cellular and Molecular Immunology · doi:10.1038/s41423-025-01381-9 · Cited by 4
“However, the ef fi cacy and effectiveness of vaccination are notably diminished in older adults [6, 7], which is linked to age-related immunode fi ciency characterized by a gradual deterioration in immune function [8].”
Self-citationZhou, Z., Li, X., Wang, Y., Liang, L., Wang, C., Sun, Y., Wu, D., & Qiu, Y. (2026) · Nature Communications · doi:10.1038/s41467-026-69996-8 · Cited by 4
“Sample size was chosen based on previous experiments or based on pilot experiments to ensure the possibility of statistical analysis and to minimize the use of experimental animals based on the 3 R principles 4,13 .”
Self-citationXing, Y., Zhao, X., Li, X., Zheng, J., & Huang, W. (2026) · Biology · doi:10.3390/biology15050441 · Cited by 5
“On the other hand, profound shifts occur in intestinal immune cell populations with a reduction in naive responder cells and an increase in the proportion of senescent and memory cells [46,47].”
S100A8/A9 as a central hub in inflammaging: Cross-system mechanisms
Wang, S., Ni, Y., Feng, J., Zhang, W., Zhou, M., & Zhao, C. (2026) · Ageing Research Reviews · doi:10.1016/j.arr.2026.103108 · Cited by 5
Wang, M., Han, Y., Yao, X., Duan, X., Wan, J., Lou, X., Yan, Y., Zheng, P., Wang, F., Zhu, L., et al. (2024) · MedComm · doi:10.1002/mco2.605 · Cited by 5
“39 Our research indicates a positive correlation between TNFR2 expression and the expression of senescence mark-WANG ers, specifically p16 Ink4a and p21 CIP .”
BackgroundWang, Y., Su, J., Su, G., Zhuangwei, N., Yiqing, Z., Suhong, C., & Lv, G. (2025) · Frontiers in Pharmacology · doi:10.3389/fphar.2025.1550357 · Cited by 4
“Aging leads to immunosenescence, causing immune function alterations such as de fi ciency, autoimmunity, and in fl ammation imbalance (Matthew et al., 2021).”
Self-citation
Metadata
- Authors
- Yousefzadeh, M. J., Flores, R. R., Zhu, Y., Schmiechen, Z. C., Brooks, R. W., Trussoni, C. E., Cui, Y., Angelini, L., Lee, K.-A., McGowan, S. J., Burrack, A. L., Wang, D., Dong, Q., Lu, A., Sano, T., O’Kelly, R. D., McGuckian, C. A., Kato, J. I., Bank, M. P., Wade, E. A., Pillai, S. P. S., Klug, J., Ladiges, W. C., Burd, C. E., Lewis, S. E., LaRusso, N. F., Vo, N. V., Wang, Y., Kelley, E. E., Huard, J., Stromnes, I. M., Robbins, P. D., & Niedernhofer, L. J.
- Affiliations
- University of Minnesota (US)
- Mayo Clinic (US)
- Scripps Research Institute (US)
- University of California, Riverside (US)
- University of Pittsburgh (US)
- The University of Texas Health Science Center at Houston (US)
- Fred Hutch Cancer Center (US)
- University of Washington (US)
- The Ohio State University (US)
- West Virginia University (US)
- Corresponding author
- Robbins, Paul D.
- Niedernhofer, Laura J.
- ORCID
- Yousefzadeh, Matthew J.
- Flores, Rafael R.
- Zhu, Yi
- Schmiechen, Zoe C.
- Trussoni, Christy E.
- Cui, Yuxiang
- Lee, Kyoo-A
- McGowan, Sara J.
- Burrack, Adam L.
- Wang, Dong
- Dong, Qing
- Lu, Aiping
- Sano, Tokio
- Pillai, Smitha P. S.
- Ladiges, Warren C.
- Burd, Christin E.
- Lewis, Sara E.
- LaRusso, Nicholas F.
- Vo, Nam V.
- Wang, Yinsheng
- Huard, Johnny
- Stromnes, Ingunn M.
- Robbins, Paul D.
- Niedernhofer, Laura J.
- Venue
- Nature
- Published
- 2021-05-12
- Volume
- 594
- Issue
- 7861
- Pages
- 100-105
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC8684299
- OpenAlex
- W3161778279
- Cited by
- 972
- References
- 43
- Citations by year
- 2026: 176 · 2025: 219 · 2024: 219 · 2023: 186 · 2022: 131 · 2021: 41
- FWCI
- 91.03
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- National Institute on Aging (P01AG043376, R01AG059711, R01AG067193, R01AG044376, R56AG059676, R56AG058543, T32AG029796, U19AG056278, P01AG062413, R01AG063543)
- National Cancer Institute (R01CA249393, R01CA255039)
- National Institute of Diabetes and Digestive and Kidney Diseases (P30DK084567)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Telomeres, Telomerase, and Senescence
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Aging › Genetics, Aging, and Longevity in Model Organisms
- Life Sciences › Immunology and Microbiology › Immunology › T-cell and B-cell Immunology
- Keywords
- immunosenescence, cellular senescence, ERCC1, DNA repair, endogenous DNA damage, hematopoietic cells, rapamycin, senolytics, healthy aging
- MeSH terms
- Immunosenescence, Healthy Aging, Aging, Animals, DNA Damage, DNA Repair, DNA-Binding Proteins, Endonucleases, Female, Homeostasis, Immune System, Male, Organ Specificity, Rejuvenation, Spleen, Sirolimus, Mice
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