Cell intrinsic alterations underlie hematopoietic stem cell aging
Open accessAbstract
Loss of immune function and an increased incidence of myeloid leukemia are two of the most clinically significant consequences of aging of the hematopoietic system. To better understand the mechanisms underlying hematopoietic aging, we evaluated the cell intrinsic functional and molecular properties of highly purified long-term hematopoietic stem cells (LT-HSCs) from young and old mice. We found that LT-HSC aging was accompanied by cell autonomous changes, including increased stem cell self-renewal, differential capacity to generate committed myeloid and lymphoid progenitors, and diminished lymphoid potential. Expression profiling revealed that LT-HSC aging was accompanied by the systemic down-regulation of genes mediating lymphoid specification and function and up-regulation of genes involved in specifying myeloid fate and function. Moreover, LT-HSCs from old mice expressed elevated levels of many genes involved in leukemic transformation. These data support a model in which age-dependent alterations in gene expression at the stem cell level presage downstream developmental potential and thereby contribute to age-dependent immune decline, and perhaps also to the increased incidence of leukemia in the elderly.
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The age-related rise in myeloid lineage gene expression likely comes from accumulation of myeloid-biased hematopoietic stem cells.
“The age-related increase in expression of myeloid lineage genes in the studies noted above (11,17) likely resulted from the accumulation of myeloid-biased HSCs, as these analyses were performed on unseparated pools of HSCs.”
From Causes, consequences, and reversal of immune system aging (2013) · cites this paper as [11]
The shift toward myeloid potential in aged hematopoietic stem cells correlates with higher expression of myeloid lineage genes and lower expression of lymphoid lineage genes.
“This shift has been correlated with increased expression of myeloid lineage genes and downregulation of those specifying a lymphoid lineage fate (11,17).”
From Causes, consequences, and reversal of immune system aging (2013) · cites this paper as [11]
The causes of age-related decline in lymphocyte development are multifactorial, involving changes in hematopoietic stem cells and progenitors as well as local tissue and systemic environments.
“The causes of this age-related reduction in lymphocyte development are multifactorial and include changes in HSCs and progenitor cells (11,12) as well as the local tissue and systemic environments (13,14).”
From Causes, consequences, and reversal of immune system aging (2013) · cites this paper as [11]
The most profound immunologic effect of stem cell aging in mice and humans is a reduced ability to generate lymphocytes and an increased myeloid potential.
“From an immunologic perspective, the most profound effect of stem cell aging in both mice (11,18) and humans (17) is a decreased capacity to produce lymphocytes and an increase in myeloid potential.”
From Causes, consequences, and reversal of immune system aging (2013) · cites this paper as [11]
Young bone marrow cells engraft less well in aged recipients than in young recipients.
“young bone marrow cells, when transplanted into aged recipients, engraft worse than when transplanted into young recipients.”
From Aging of hematopoietic stem cells (2018) · cites this paper as [12]
Donor-derived reconstitution from old HSCs is significantly lower than from young HSCs and shows a marked myeloid bias.
“examination of donor-derived reconstitution from old HSCs was significantly lower compared to the young with a marked myeloid bias lineage output”
From Quiescent Hematopoietic Stem Cells Accumulate DNA Damage during Aging that Is Repaired upon Entry into Cell Cycle (2014) · cites this paper as Rossi et al., 2005
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“…changes in cell-intrinsic properties of HSCs in both mice (Cham- 1242 Cell Reports 10, 1239–1245, March 3, 2015 ª2015 The Authors bers et al., 2007; Rossi et al., 2005) and humans (Rübe et al., 2011; Taraldsrud et al., 2009), and it is also clear that aging has a profound effect on the…”
BackgroundClonal analysis reveals multiple functional defects of aged murine hematopoietic stem cells
Dykstra, B., Olthof, S., Schreuder, J., Ritsema, M., & de Haan, G. (2011) · Journal of Experimental Medicine · doi:10.1084/jem.20111490 · Cited by 494 · see citing works
“…of these differences is that upon transplantation; old HSCs tend to have a myeloid-skewed blood cell production caused by a decreased ability to produce lymphoid cells (Sudo et al., 2000; Kim et al., 2003; Liang et al., 2005; Rossi et al., 2005; Cho et al., 2008; Beerman et al., 2010a).”
BackgroundDNA repair is limiting for haematopoietic stem cells during ageing
Nijnik, A., Woodbine, L., Marchetti, C., Dawson, S., Lambe, T., Liu, C., Rodrigues, N. P., Crockford, T. L., Cabuy, E., Vindigni, A., et al. (2007) · Nature · doi:10.1038/nature05875 · Cited by 518 · see citing works
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“…chromosomal regions (Chambers et al., 2007) and of gene sets involved in myeloid and lymphoid lineage commitment in HSCs purified from old mice and humans (Chambers et al., 2007; Pang et al., 2011; Rossi et al., 2005), which suggests a mechanism involving coordinated genome-wide regulatory control.”
InfluentialSelf-citationAging and Replicative Senescence Have Related Effects on Human Stem and Progenitor Cells
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“Rossi and co-workers analyzed differential expression of HPC (c-kit, lineage, Sca-1, flk2(2), CD34(2)) from young (2–3 month) and old (22–24 month) mice by microarray [34].”
BackgroundAging of hematopoietic stem cells
de Haan, G., & Lazare, S. S. (2018) · Blood · doi:10.1182/blood-2017-06-746412 · Cited by 432 · see citing works
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“…contribute to many of these age-related phenotypes through diverse mechanisms involving diminution of regenerative potential (Dykstra et al., 2011; Rossi et al., 2005; Sudo et al., 2000), changes in lineage potential and HSC subtype composition (Beerman et al., 2010; Challen et al., 2010; Dykstra…”
BackgroundResultInfluentialSelf-citationEfficient Transplantation via Antibody-Based Clearance of Hematopoietic Stem Cell Niches
Czechowicz, A. D., Kraft, D. L., Weissman, I. L., & Bhattacharya, D. (2007) · Science · doi:10.1126/science.1149726 · Cited by 432 · see citing works
Self-citationAgeing and atherosclerosis: vascular intrinsic and extrinsic factors and potential role of IL-6
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The ageing immune system: is it ever too old to become young again?
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Cell cycle regulation in hematopoietic stem cells
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“…performed, they do not uncover any particular changes in cell cycle machinery or upstream regulatory genes in old HSCs, though alterations in the expression of genes involved in myeloid and lymphoid differentiation and epigenetic regulation are observed (Rossi et al., 2005; Chambers et al., 2007).”
BackgroundAgeing and rejuvenation of tissue stem cells and their niches
Brunet, A., Goodell, M. A., & Rando, T. A. (2023) · Nature Reviews Molecular Cell Biology · doi:10.1038/s41580-022-00510-w · Cited by 407 · see citing works
DNA damage checkpoints in stem cells, ageing and cancer
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Aging and the immune system: An overview
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Adrenergic nerve degeneration in bone marrow drives aging of the hematopoietic stem cell niche
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“Further evaluation of lineage-selective gene sets, focusing on those reported to be differentially expressed in old HSCs 11 , revealed a restoration toward levels in yHSCs, with more profound effects observed for the lymphoid-lineage genes (Fig.”
Genotoxic consequences of endogenous aldehydes on mouse haematopoietic stem cell function
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Immune ageing at single-cell resolution
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Life and Death of Cardiac Stem Cells
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Aged skeletal stem cells generate an inflammatory degenerative niche
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Self-citationCho, R. H., Sieburg, H. B., & Muller-Sieburg, C. E. (2008) · Blood · doi:10.1182/blood-2007-11-123547 · Cited by 377 · see citing works
“For example, aged HSCs may have a reduced ability to home to the bone marrow (BM),(5,6) an altered cell surface phenotype,(5,7) may cycle more rapidly,(5) produce more myeloid cells,(5-8) and have a different gene expression program than their young counterparts.(9,10) HSCs from aged environments may have slightly les…”
BackgroundOxidative Stress in the Regulation of Normal and Neoplastic Hematopoiesis
Ghaffari, S. (2008) · Antioxidants and Redox Signaling · doi:10.1089/ars.2008.2142 · Cited by 377 · see citing works
“The replicative capacity and function of hematopoietic stem cells is reduced with age (21, 22, 98).”
The polycomb group gene Ezh2 prevents hematopoietic stem cell exhaustion
Kamminga, L. M., Bystrykh, L. V., de Boer, A., Houwer, S., Douma, J., Weersing, E., Dontje, B., & de Haan, G. (2006) · Blood · doi:10.1182/blood-2005-09-3585 · Cited by 376 · see citing works
Inflamm-aging of hematopoiesis, hematopoietic stem cells, and the bone marrow microenvironment
Kovtonyuk, L. V., Fritsch, K., Feng, X., Manz, M. G., & Takizawa, H. (2016) · Frontiers in Immunology · doi:10.3389/fimmu.2016.00502 · Cited by 371 · see citing works
“, upregulated stress responses, increased proinflammatory signaling, protein misfolding, downregulated DNA repair machinery, and aberrant chromatin modification (19, 33, 37).”
BackgroundInfluentialDay, K. R., Waite, L. L., Thalacker‐Mercer, A. E., West, A. B., Bamman, M. M., Brooks, J. D., Myers, R., & Absher, D. (2013) · Genome biology · doi:10.1186/gb-2013-14-9-r102 · Cited by 363 · see citing works
“Transplanted hematopoietic stem cells from old mice also demonstrated a bias toward the myeloid lineage [50].”
BackgroundAn Epigenetic Signature in Peripheral Blood Predicts Active Ovarian Cancer
Teschendorff, A. E., Menon, U., Gentry‐Maharaj, A., Ramus, S. J., Gayther, S. A., Apostolidou, S., Jones, A., Lechner, M., Beck, S., Jacobs, I. J., et al. (2009) · PLoS ONE · doi:10.1371/journal.pone.0008274 · Cited by 357 · see citing works
“lymphocyte ratio [25–29], a pattern consistent with our observation that granulocyte and T-lymphocyte specific genes were enriched”
BackgroundLifespan Extension by Preserving Proliferative Homeostasis in Drosophila
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CD41 expression marks myeloid-biased adult hematopoietic stem cells and increases with age
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“Specifically, the LT-HSC population (LSKCD342Flt32 or LSKCD482CD1501) accumulated with age, whereas the LSKCD341Flt31 population (containing lymphoid-primed multipotent progenitors [LMPPs]) decreased (supplemental Figure 1A), as previously described.(1) In young mice (aged 2 months), CD41 expression on LSKs was low (;…”
ResultGrover, A., Sanjuán-Pla, A., Thongjuea, S., Carrelha, J., Giustacchini, A., Gambardella, A. R., Macaulay, I. C., Mancini, E., Luis, T. C., Mead, A. J., et al. (2016) · Nature Communications · doi:10.1038/ncomms11075 · Cited by 339 · see citing works
Single-cell transcriptomics reveals expansion of cytotoxic CD4 T cells in supercentenarians
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“5 stem cells in bone marrow exhibit a myeloid-biased differentiation potential (12, 13), which 70 causes changes in the cell population of peripheral blood.”
BackgroundA Differentiation Checkpoint Limits Hematopoietic Stem Cell Self-Renewal in Response to DNA Damage
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Dynamic niches in the origination and differentiation of haematopoietic stem cells
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Self-citationp53-Mediated Hematopoietic Stem and Progenitor Cell Competition
Bondar, T., & Medzhitov, R. (2010) · Cell Stem Cell · doi:10.1016/j.stem.2010.03.002 · Cited by 342 · see citing works
“In addition, P-selectin and Sdpr, which are upregulated in aged HSCs (Chambers et al., 2007; Rossi et al., 2005), were also upregulated in loser and downregulated in winner HSPC cells (Figure 6B).”
Neutrophil phenotypes and functions in cancer: A consensus statement
Quail, D. F., Amulic, B., Aziz, M., Barnes, B. J., Eruslanov, E. B., Fridlender, Z. G., Goodridge, H. S., Granot, Z., Hidalgo, A., Huttenlocher, A., et al. (2022) · The Journal of Experimental Medicine · doi:10.1084/jem.20220011 · Cited by 336 · see citing works
Chronic Exposure to a TLR Ligand Injures Hematopoietic Stem Cells
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“The cause of lineage skewing is unknown, but could involve stable epigenetic changes (60, 61).”
BackgroundBenz, C., Copley, M. R., Kent, D. G., Wöhrer, S., Cortés, A., Aghaeepour, N., Ma, E., Mader, H., Rowe, K. M., Day, C. W., et al. (2012) · Cell stem cell · doi:10.1016/j.stem.2012.02.007 · Cited by 322 · see citing works
When stem cells grow old: phenotypes and mechanisms of stem cell aging
Schultz, M. B., & Sinclair, D. A. (2016) · Development · doi:10.1242/dev.130633 · Cited by 331 · see citing works
“experiments, old HSCs transferred to young hosts retain their aged phenotype (Rossi et al., 2005), supporting the notion that HSC aging is largely driven by cell-intrinsic mechanisms.”
BackgroundT Cell Replicative Senescence in Human Aging
P. Chou, J., & B. Effros, R. (2013) · Current Pharmaceutical Design · doi:10.2174/138161213805219711 · Cited by 323 · see citing works
A canonical to non-canonical Wnt signalling switch in haematopoietic stem-cell ageing
Florian, M. C., Nattamai, K. J., Dörr, K., Marka, G., Überle, B., Vas, V., Eckl, C., Andrä, I., Schiemann, M., Oostendorp, R. A. J., et al. (2013) · Nature · doi:10.1038/nature12631 · Cited by 303 · see citing works
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“Hematopoietic aging is characterized by expansion of hematopoietic stem cells (HSCs) with impaired function, such as reduced engraftment, quiescence, self-renewal, unfolded protein response, and lymphoid differentiation potential, leading to myeloid-biased output both in mice (Liang et al., 2005; Mohrin et al., 2015;…”
BackgroundTNF-α–driven inflammation and mitochondrial dysfunction define the platelet hyperreactivity of aging
Davizon‐Castillo, P., McMahon, B. J., Águila, S., Bark, D. L., Ashworth, K. J., Allawzi, A. M., Campbell, R. A., Montenont, E., Nemkov, T. G., D’Alessandro, A., et al. (2019) · Blood · doi:10.1182/blood.2019000200 · Cited by 317 · see citing works
Age-associated epigenetic drift: implications, and a case of epigenetic thrift?
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The chronic myeloid leukemia stem cell: stemming the tide of persistence
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“and the detection of BCR-ABL1 in blood cells of normal individuals(26,27) present the possibility that heterogeneity could also be driven by mutations acquired before or after BCR-ABL1, or other factors such as deregulation and skewing of lineage specification, clonal hemopoiesis, DNA damage, activation of inflammator…”
BackgroundCell-cycle restriction limits DNA damage and maintains self-renewal of leukaemia stem cells
Viale, A., Franco, F., Orleth, A., Cambiaghi, V., Giuliani, V., Bossi, D., Ronchini, C., Ronzoni, S., Muradore, I., Monestiroli, S., et al. (2008) · Nature · doi:10.1038/nature07618 · Cited by 303 · see citing works
Interconnections between Inflammageing and Immunosenescence during Ageing
Teissier, T., Boulanger, É., & Cox, L. S. (2022) · Cells · doi:10.3390/cells11030359 · Cited by 310 · see citing works
“Age-related accumulation of senescent cells in the bone marrow (including mesenchymal stem cells as well as bone macrophages and long-lived osteocytes) may contribute, through the SASP, to a pro-inflammatory microenvironment which favours differentiation of HSCs towards myeloid progenitors [169] at the expense of lymp…”
BackgroundManifestations and mechanisms of stem cell aging
Liu, L. A., & Rando, T. A. (2011) · The Journal of Cell Biology · doi:10.1083/jcb.201010131 · Cited by 306 · see citing works
“Hematopoietic stem cells (HSCs) from both old humans and old mice show an increased propensity to differentiate along the myeloid rather than the lymphoid lineage (Sudo et al., 2000; Rossi et al., 2005).”
Macrophage Related Chronic Inflammation in Non-Healing Wounds
Li, M., Hou, Q., Zhong, L., Zhao, Y., & Fu, X. (2021) · Frontiers in Immunology · doi:10.3389/fimmu.2021.681710 · Cited by 299 · see citing works
“The comparative analysis of expression profiles of HSPCs suggested that the myeloid differentiation related genes in aged mice, such as Runx1, Hoxb6, andOsmr are upregulated while lymphopoiesis genes are downregulated compared with those of young mice (88).”
Changes in primary lymphoid organs with aging
Chinn, I. K., Blackburn, C. C., Manley, N. R., & Sempowski, G. D. (2012) · Seminars in Immunology · doi:10.1016/j.smim.2012.04.005 · Cited by 282 · see citing works
“Myeloid skewing has been validated using microarray analyses, which show upregulation of myeloid genes and downregulation of lymphoid genes in bone marrow HSCs taken from 22 – 24 month-old mice compared to genes expressed in younger bone marrow HSCs at 2 – 3 months of age [3].”
MethodThe role of mitochondria in stem cell fate and aging
Zhang, H., Menzies, K. J., & Auwerx, J. H. (2018) · Development · doi:10.1242/dev.143420 · Cited by 285 · see citing works
“, 1996) and altered cell fate decisions (Rossi et al., 2005; Sudo et al., 2000).”
BackgroundHematopoietic stem cells count and remember self-renewal divisions
Bernitz, J. M., Kim, H. S., MacArthur, B., Sieburg, H., & Moore, K. (2016) · Cell · doi:10.1016/j.cell.2016.10.022 · Cited by 285 · see citing works
“…demonstrate reduced self-renewal (Dykstra et al., 2011), impaired homing and engraftment upon transplantation (Dykstra et al., 2011; Morrison et al., 1996), and myeloidbiased differentiation (Benz et al., 2012; Cho et al., 2008; Muller-Sieburg et al., 2004; Rossi et al., 2005; Sudo et al., 2000).”
Rantes/Ccl5 influences hematopoietic stem cell subtypes and causes myeloid skewing
Ergen, A. V., Boles, N. C., & Goodell, M. A. (2012) · Blood · doi:10.1182/blood-2011-11-391730 · Cited by 280 · see citing works
Unravelling stem cell dynamics by lineage tracing
Blanpain, C., & Simons, B. D. (2013) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm3625 · Cited by 273 · see citing works
The stem cell niche in regenerative medicine.
Wagers, A. (2012) · Cell Stem Cell · doi:10.1016/j.stem.2012.02.018 · Cited by 281 · see citing works
“In the blood system, HSC numbers increase with age but HSC function declines (Morrison et al., 1996; Rossi et al., 2005), leading to impaired stem cell engraftment potential and skewed production of mature cell lineages by individual aged HSCs (Dykstra et al., 2011).”
BackgroundSelf-citationSelf-renewal and differentiation capacity of young and aged stem cells
Roobrouck, V. D., Ulloa‐Montoya, F., & Verfaillie, C. M. (2008) · Experimental Cell Research · doi:10.1016/j.yexcr.2008.03.006 · Cited by 267 · see citing works
Gene Expression Commons: An Open Platform for Absolute Gene Expression Profiling
Seita, J., Sahoo, D., Rossi, D. J., Bhattacharya, D., Serwold, T. F., Inlay, M. A., Ehrlich, L. I. R., Fathman, J. W., Dill, D. L., & Weissman, I. L. (2012) · PLoS ONE · doi:10.1371/journal.pone.0040321 · Cited by 261 · see citing works
“0 CD342 Flk22 KLS (young) CD342 Flk22 KLS (old) 45000 34000 [26]”
Self-citationNorddahl, G. L., Pronk, C. J., Wahlestedt, M., Sten, G., Nygren, J. M., Ugale, A., Sigvardsson, M., & Bryder, D. (2011) · Cell Stem Cell · doi:10.1016/j.stem.2011.03.009 · Cited by 249 · see citing works
“The HSC compartment undergoes a range of functional and phenotypic alterations with age (Rossi et al., 2005).”
BackgroundResultInfluentialSelf-citationRegulation of adult stem cell quiescence and its functions in the maintenance of tissue integrity
de Morrée, A., & Rando, T. A. (2023) · Nature Reviews Molecular Cell Biology · doi:10.1038/s41580-022-00568-6 · Cited by 243 · see citing works
Pbx1 Regulates Self-Renewal of Long-Term Hematopoietic Stem Cells by Maintaining Their Quiescence
Ficara, F., Murphy, M., Lin, M., & Cleary, M. L. (2008) · Cell stem cell · doi:10.1016/j.stem.2008.03.004 · Cited by 235 · see citing works
“ROSSI_AGING_UP 0.00 Upregulated in LT-HSCs from aging mice (= higher self-renewal) ( Rossi et al., 2005 )”
BackgroundInfluentialThe hematopoietic stem cell niche: from embryo to adult
Gao, X., Xu, C., Asada, N., & Frenette, P. S. (2018) · Development · doi:10.1242/dev.139691 · Cited by 247 · see citing works
“Aged HSCs are more proliferative and their numbers increase in the aged bone marrow (de Haan et al., 1997; Dykstra et al., 2011; Morrison et al., 1996; Rossi et al., 2005).”
BackgroundIBD across the age spectrum—is it the same disease?
Ruel, J., Ruane, D., Mehandru, S., Gower‐Rousseau, C., & Colombel, J. (2013) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/nrgastro.2013.240 · Cited by 237 · see citing works
Emerging models and paradigms for stem cell ageing
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“Aged murine haematopoietic stem cells (HSCs) exhibit a skewed differentiation potential toward the myeloid lineag”
BackgroundDepleting myeloid-biased haematopoietic stem cells rejuvenates aged immunity
Ross, J., Myers, L. M., Noh, J. J., Collins, M. M., Carmody, A., Messer, R. J., Dhuey, E., Hasenkrug, K. J., & Weissman, I. L. (2024) · Nature · doi:10.1038/s41586-024-07238-x · Cited by 241 · see citing works
Self-citationInsights into Mesenchymal Stem Cell Aging: Involvement of Antioxidant Defense and Actin Cytoskeleton
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Targeting immune dysfunction in aging
Borgoni, S., Kudryashova, K. S., Burka, K., & de Magalhães, J. P. (2021) · Ageing Research Reviews · doi:10.1016/j.arr.2021.101410 · Cited by 227 · see citing works
“Indeed, in younger mice HSCs perform much better compared to older mice HSCs after transplantation, indicating higher potency (Dykstra et al., 2011; Rossi et al., 2005; Verovskaya et al., 2013).”
T cell regeneration after immunological injury
Velardi, E., Tsai, J. J., & van den Brink, M. R. M. (2021) · Nature Reviews Immunology · doi:10.1038/s41577-020-00457-z · Cited by 222 · see citing works
Adelman, E. R., Huang, H.-T., Roisman, A., Olsson, A., Colaprico, A., Qin, T., Lindsley, R. C., Bejar, R. L., Salomonis, N., Grimes, H. L., et al. (2019) · Cancer Discovery · doi:10.1158/2159-8290.cd-18-1474 · Cited by 222 · see citing works
- Authors
- Rossi, D. J., Bryder, D., Zahn, J. M., Ahlenius, H., Sonu, R., Wagers, A. J., & Weissman, I. L.
- Affiliations
- Joslin Diabetes Center (US)
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2005-06-20
- Volume
- 102
- Issue
- 26
- Pages
- 9194-9199
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC1153718
- OpenAlex
- W2131263031
- Cited by
- 1,152
- References
- 47
- Citations by year
- 2026: 44 · 2025: 56 · 2024: 49 · 2023: 55 · 2022: 56 · 2021: 80 · 2020: 57 · 2019: 71 · 2018: 57 · 2017: 59 · 2016: 67 · 2015: 54 · 2014: 56 · 2013: 63 · 2012: 55
- FWCI
- 24.68
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Lund University Publications (Lund University) (submittedVersion)
- Funders
- Damon Runyon Cancer Research Foundation
- National Institutes of Health
- Medical Research Council
- National Cancer Institute (R01CA086065)
- Topics
- Health Sciences › Medicine › Hematology › Hematopoietic Stem Cell Transplantation
- Health Sciences › Medicine › Hematology › Acute Myeloid Leukemia Research
- Health Sciences › Medicine › Genetics › Mesenchymal stem cell research
- Keywords
- hematopoietic stem cell aging, long-term hematopoietic stem cells, stem cell self-renewal, leukemic transformation, age-related immune decline, gene expression profiling
- MeSH terms
- Animals, Cell Separation, Cell Transformation, Neoplastic, Flow Cytometry, Gene Expression Regulation, Hematopoiesis, Hematopoietic Stem Cells, Leukemia, Mice, Inbred C57BL, Software, Stem Cells, Down-Regulation, Up-Regulation, Genome, Cellular Senescence, Cell Transplantation, Cell Lineage, Reverse Transcriptase Polymerase Chain Reaction, Oligonucleotide Array Sequence Analysis, Mice
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