Loss of Slug Compromises DNA Damage Repair and Accelerates Stem Cell Aging in Mammary Epithelium
Open accessAbstract
DNA damage activates checkpoints that limit the replicative potential of stem cells, including differentiation. These checkpoints protect against cancer development but also promote tissue aging. Because mice lacking Slug/Snai2 exhibit limited stem cell activity, including luminobasal differentiation, and are protected from mammary cancer, we reasoned that Slug might regulate DNA damage checkpoints in mammary epithelial cells. Here, we show that Slug facilitates efficient execution of RPA32-mediated DNA damage response (DDR) signaling. Slug deficiency leads to delayed phosphorylation of ataxia telangiectasia mutated and Rad3-related protein (ATR) and its effectors RPA32 and CHK1. This leads to impaired RAD51 recruitment to DNA damage sites and persistence of unresolved DNA damage. In vivo, Slug/Snai2 loss leads to increased DNA damage and premature aging of mammary epithelium. Collectively, our work demonstrates that the mammary stem cell regulator Slug controls DDR checkpoints by dually inhibiting differentiation and facilitating DDR repair, and its loss causes unresolved DNA damage and accelerated aging.
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The infiltration of clonally expanded T cells and B cells is also observed in the brain and other tissues with ageing in mice and humans, and it is accentuated in age-related diseases.
“The infiltration of clonally expanded T cells and B cells is also observed in the brain and other tissues with ageing in mice and humans69,71–73, and it is accentuated in age-related diseases74,75.”
From Ageing and rejuvenation of tissue stem cells and their niches (2023) · cites this paper as [71]
The zinc-finger transcription factor SLUG can activate a DNA damage response in epithelial stem cells during ageing.
“Moreover, the zinc-finger transcription factor SLUG can activate a DNA damage response in epithelial stem cells during ageing71.”
From Ageing and rejuvenation of tissue stem cells and their niches (2023) · cites this paper as [71]
Cites
López-Otín, C., Blasco, M. A., Partridge, L., Serrano, M., & Kroemer, G. (2013) · Cell · doi:10.1016/j.cell.2013.05.039 · Cited by 14,982 · see citing works
Molecular mechanisms of epithelial–mesenchymal transition
Lamouille, S., Xu, J., & Derynck, R. (2014) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm3758 · Cited by 8,091 · see citing works
Sensing DNA Damage Through ATRIP Recognition of RPA-ssDNA Complexes
Zou, L., & Elledge, S. J. (2003) · Science · doi:10.1126/science.1083430 · Cited by 2,693 · see citing works
Self-citationRegulatory networks defining EMT during cancer initiation and progression
Craene, B. D., & Berx, G. (2013) · Nature Reviews Cancer · doi:10.1038/nrc3447 · Cited by 2,487 · see citing works
Hu, Y., & Smyth, G. K. (2009) · Journal of Immunological Methods · doi:10.1016/j.jim.2009.06.008 · Cited by 2,091 · see citing works
Causes and consequences of replication stress
Zeman, M. K., & Cimprich, K. A. (2014) · Nature Cell Biology · doi:10.1038/ncb2897 · Cited by 2,079 · see citing works
The snail superfamily of zinc-finger transcription factors
Nieto, M. A. (2002) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm757 · Cited by 1,719 · see citing works
DNA Damage Sensing by the ATM and ATR Kinases
Marechal, A., & Zou, L. (2013) · Cold Spring Harbor Perspectives in Biology · doi:10.1101/cshperspect.a012716 · Cited by 1,514 · see citing works
Self-citationp53 mutant mice that display early ageing-associated phenotypes
Tyner, S. D., Venkatachalam, S., Choi, J., Jones, S., Ghebranious, N., Igelmann, H., Lu, X., Soron, G., Cooper, B., Brayton, C., et al. (2002) · Nature · doi:10.1038/415045a · Cited by 1,459 · see citing works
The Snail genes as inducers of cell movement and survival: implications in development and cancer
Barrallo‐Gimeno, A., & Nieto, M. A. (2005) · Development · doi:10.1242/dev.01907 · Cited by 1,396 · see citing works
XRCC3 promotes homology-directed repair of DNA damage in mammalian cellsPreprint
Pierce, A. J., Johnson, R. D., Thompson, L. H., & Jasin, M. (1999) · Genes & Development · doi:10.1101/gad.13.20.2633 · Cited by 1,384 · see citing works
Cell intrinsic alterations underlie hematopoietic stem cell aging
Rossi, D. J., Bryder, D., Zahn, J. M., Ahlenius, H., Sonu, R., Wagers, A. J., & Weissman, I. L. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0503280102 · Cited by 1,152 · see citing works
Histone H2AX is phosphorylated in an ATR-dependent manner in response to replicational stress
Ward, I. M., & Chen, J. (2001) · Journal of Biological Chemistry · doi:10.1074/jbc.c100569200 · Cited by 1,150 · see citing works
Increasing p16INK4a expression decreases forebrain progenitors and neurogenesis during ageing
Molofsky, A. V., Slutsky, S. G., Joseph, N. M., He, S., Pardal, R., Krishnamurthy, J., Sharpless, N. E., & Morrison, S. J. (2006) · Nature · doi:10.1038/nature05091 · Cited by 972 · see citing works
Slug and Sox9 Cooperatively Determine the Mammary Stem Cell State
Guo, W., Keckesova, Z., Donaher, J. L., Shibue, T., Tischler, V., Reinhardt, F., Itzkovitz, S., Noske, A., Zürrer‐Härdi, U., Bell, G. W., et al. (2012) · Cell · doi:10.1016/j.cell.2012.02.008 · Cited by 969 · see citing works
Mitotic homologous recombination maintains genomic stability and suppresses tumorigenesis
Moynahan, M. E., & Jasin, M. (2010) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm2851 · Cited by 923 · see citing works
Repair of Strand Breaks by Homologous RecombinationPreprint
Jasin, M., & Rothstein, R. J. (2013) · Cold Spring Harbor Perspectives in Biology · doi:10.1101/cshperspect.a012740 · Cited by 877 · see citing works
Gata-3 is an essential regulator of mammary-gland morphogenesis and luminal-cell differentiation
Asselin-Labat, M.-L., Sutherland, K. D., Barker, H., Thomas, R., Shackleton, M., Forrest, N. C., Hartley, L., Robb, L., Grosveld, F. G., van der Wees, J., et al. (2007) · Nature Cell Biology · doi:10.1038/ncb1530 · Cited by 840 · see citing works
Aging Hematopoietic Stem Cells Decline in Function and Exhibit Epigenetic Dysregulation
Chambers, S. M., Shaw, C. A., Gatza, C. E., Fisk, C. J., Donehower, L. A., & Goodell, M. A. (2007) · PLoS Biology · doi:10.1371/journal.pbio.0050201 · Cited by 799 · see citing works
Stem cell aging: mechanisms, regulators and therapeutic opportunities
Oh, J., Lee, Y. D., & Wagers, A. J. (2014) · Nature Medicine · doi:10.1038/nm.3651 · Cited by 796 · see citing works
Ruzankina, Y., Pinzon‐Guzman, C., Asare, A., Ong, T., Pontano, L. L., Cotsarelis, G., Zediak, V. P., Velez, M., Bhandoola, A., & Brown, E. J. (2007) · Cell stem cell · doi:10.1016/j.stem.2007.03.002 · Cited by 780 · see citing works
The many substrates and functions of ATM.
Kastan, M. B., & Lim, D.-S. (2000) · Nature Reviews Molecular Cell Biology · doi:10.1038/35043058 · Cited by 779 · see citing works
Control of Cell Behavior During Vertebrate Development by Slug , a Zinc Finger Gene
Nieto, M. A., Sargent, M. G., Wilkinson, D. G., & Cooke, J. (1994) · Science · doi:10.1126/science.7513443 · Cited by 770 · see citing works
Ziv, Y., Bielopolski, D., Galanty, Y., Lukas, C., Taya, Y., Schultz, D. C., Lukas, J., Bekker-Jensen, S., Bartek, J., & Shiloh, Y. (2006) · Nature Cell Biology · doi:10.1038/ncb1446 · Cited by 735 · see citing works
Replication stress is a potent driver of functional decline in ageing haematopoietic stem cells
Flach, J., Bakker, S. T., Mohrin, M., Conroy, P. C., Pietras, E. M., Reynaud, D., Alvarez, S., Diolaiti, M. E., Ugarte, F., Forsberg, E. C., et al. (2014) · Nature · doi:10.1038/nature13619 · Cited by 650 · see citing works
Exit from dormancy provokes DNA-damage-induced attrition in haematopoietic stem cells
Walter, D., Lier, A., Geiselhart, A., Thalheimer, F. B., Huntscha, S., Sobotta, M. C., Moehrle, B., Brocks, D., Bayindir, I., Kaschutnig, P., et al. (2015) · Nature · doi:10.1038/nature14131 · Cited by 619 · see citing works
JNK Activity in Somatic Stem Cells Causes Loss of Tissue Homeostasis in the Aging Drosophila Gut
Biteau, B., Hochmuth, C. E., & Jasper, H. (2008) · Cell Stem Cell · doi:10.1016/j.stem.2008.07.024 · Cited by 583 · see citing works
Transcriptional Regulation by P53
Beckerman, R., & Prives, C. (2010) · Cold Spring Harbor Perspectives in Biology · doi:10.1101/cshperspect.a000935 · Cited by 569 · see citing works
ATM-mediated stabilization of ZEB1 promotes DNA damage response and radioresistance through CHK1
Zhang, P., Wei, Y., Wang, L., Debeb, B. G., Yuan, Y., Zhang, J., Yuan, J., Wang, M., Chen, D., Sun, Y., et al. (2014) · Nature Cell Biology · doi:10.1038/ncb3013 · Cited by 454 · see citing works
Beerman, I., Seita, J., Inlay, M. A., Weissman, I. L., & Rossi, D. J. (2014) · Cell Stem Cell · doi:10.1016/j.stem.2014.04.016 · Cited by 445 · see citing works
Slug Antagonizes p53-Mediated Apoptosis of Hematopoietic Progenitors by Repressing puma
Wu, W.-S., Heinrichs, S., Xu, D., Garrison, S. P., Zambetti, G. P., Adams, J. M., & Look, A. T. (2005) · Cell · doi:10.1016/j.cell.2005.09.029 · Cited by 398 · see citing works
DNA damage checkpoints in stem cells, ageing and cancer
Sperka, T., Wang, J., & Rudolph, K. L. (2012) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm3420 · Cited by 393 · see citing works
Genetic Predisposition Directs Breast Cancer Phenotype by Dictating Progenitor Cell Fate
Proia, T. A., Keller, P. J., Gupta, P. B., Klebba, I., Jones, A. D., Sedic, M., Gilmore, H. L., Tung, N., Naber, S. P., Schnitt, S. J., et al. (2011) · Cell stem cell · doi:10.1016/j.stem.2010.12.007 · Cited by 393 · see citing works
Self-citationGenotoxic Stress Abrogates Renewal of Melanocyte Stem Cells by Triggering Their Differentiation
Inomata, K., Aoto, T., Binh, N. T., Okamoto, N., Tanimura, S., Wakayama, T., Iseki, S., Hara, E., Masunaga, T., Shimizu, H., et al. (2009) · Cell · doi:10.1016/j.cell.2009.03.037 · Cited by 368 · see citing works
Vitale, I., Manic, G., De Maria, R., Kroemer, G., & Galluzzi, L. (2017) · Molecular Cell · doi:10.1016/j.molcel.2017.04.006 · Cited by 361 · see citing works
Identification of multipotent mammary stem cells by protein C receptor expression
Wang, D., Cai, C., Dong, X., Yu, Q. C., Zhang, X.-O., Yang, L. C., & Zeng, Y. A. (2014) · Nature · doi:10.1038/nature13851 · Cited by 342 · see citing works
Noon, A. T., Shibata, A., Rief, N., Löbrich, M., Stewart, G. S., Jeggo, P. A., & Goodarzi, A. A. (2010) · Nature Cell Biology · doi:10.1038/ncb2017 · Cited by 339 · see citing works
The role of BRCA1 in transcriptional regulation and cell cycle control
Mullan, P. B., Quinn, J. E., & Harkin, D. P. (2006) · Oncogene · doi:10.1038/sj.onc.1209872 · Cited by 319 · see citing works
Brack, A. S., Bildsoe, H., & Hughes, S. M. (2005) · Journal of Cell Science · doi:10.1242/jcs.02602 · Cited by 308 · see citing works
Phenotypic and functional characterisation of the luminal cell hierarchy of the mammary gland
Shehata, M., Teschendorff, A., Sharp, G., Novcic, N., Russell, I. A., Avril, S., Prater, M., Eirew, P., Caldas, C., Watson, C. J., et al. (2012) · Breast Cancer Research · doi:10.1186/bcr3334 · Cited by 306 · see citing works
Wu, Z.-Q., Li, X.-Y., Hu, C. Y., Ford, M., Kleer, C. G., & Weiss, S. J. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1205822109 · Cited by 305 · see citing works
Age‐related changes in Drosophila midgut are associated with PVF2, a PDGF/VEGF‐like growth factor
Choi, N., Kim, J., Yang, D., Kim, Y., & Yoo, M. (2008) · Aging Cell · doi:10.1111/j.1474-9726.2008.00380.x · Cited by 256 · see citing works
Impact of genomic damage and ageing on stem cell function
Behrens, A., van Deursen, J. M., Rudolph, K. L., & Schumacher, B. (2014) · Nature Cell Biology · doi:10.1038/ncb2928 · Cited by 207 · see citing works
Inoue, A., Seidel, M. G., Wu, W., Kamizono, S., Ferrando, A. A., Bronson, R. T., Iwasaki, H., Akashi, K., Morimoto, A., Hitzler, J. K., et al. (2002) · Cancer Cell · doi:10.1016/s1535-6108(02)00155-1 · Cited by 202 · see citing works
Rossi, D. J., Seita, J., Czechowicz, A. D., Bhattacharya, D., Bryder, D., & Weissman, I. L. (2007) · Cell Cycle · doi:10.4161/cc.6.19.4759 · Cited by 175 · see citing works
Function of the Zinc-Finger Transcription FactorSNAI2in Cancer and Development
Cobaleda, C., Pérez-Caro, M., Vicente‐Dueñas, C., & Sánchez-Garcı́a, I. (2007) · Annual Review of Genetics · doi:10.1146/annurev.genet.41.110306.130146 · Cited by 175 · see citing works
Bouab, M., Paliouras, G. N., Aumont, A., Forest-Bérard, K., & Fernandes, K. J. L. (2010) · Neuroscience · doi:10.1016/j.neuroscience.2010.11.032 · Cited by 153 · see citing works
DNA double-strand breaks activate a multi-functional genetic program in developing lymphocytes
Bredemeyer, A. L., Helmink, B. A., Innes, C. L., Calderón, B., McGinnis, L. M., Mahowald, G. K., Gapud, E. J., Walker, L. M., Collins, J. B., Weaver, B. K., et al. (2008) · Nature · doi:10.1038/nature07392 · Cited by 147 · see citing works
SLUG: Critical regulator of epithelial cell identity in breast development and cancer
Phillips, S. M., & Kuperwasser, C. (2014) · Cell Adhesion & Migration · doi:10.4161/19336918.2014.972740 · Cited by 136 · see citing works
Self-citationATR and H2AX cooperate in maintaining genome stability under replication stress
Chanoux, R. A., Yin, B., Urtishak, K. A., Asare, A., Bassing, C. H., & Brown, E. J. (2009) · Journal of Biological Chemistry · doi:10.1074/jbc.m806739200 · Cited by 130 · see citing works
BRCA1 regulation of transcription
Rosen, E. M., Fan, S., & Ma, Y. (2005) · Cancer Letters · doi:10.1016/j.canlet.2005.04.037 · Cited by 115 · see citing works
Regan, J. L., Kendrick, H. D., Magnay, F.-A., Vafaizadeh, V., Groner, B., & Smalley, M. J. (2011) · Oncogene · doi:10.1038/onc.2011.289 · Cited by 113 · see citing works
Regulation of cell differentiation by the DNA damage response
Sherman, M. H., Bassing, C. H., & Teitell, M. A. (2011) · Trends in Cell Biology · doi:10.1016/j.tcb.2011.01.004 · Cited by 112 · see citing works
Álvarez, S., Díaz, M., Flach, J., Rodríguez‐Acebes, S., Lopez-Contreras, A. J., Martínez, D., Cañamero, M., Fernández-Capetillo, Ó., Isern, J., Passegue, E. A., et al. (2015) · Nature Communications · doi:10.1038/ncomms9548 · Cited by 109 · see citing works
Cell-State Transitions Regulated by SLUG Are Critical for Tissue Regeneration and Tumor Initiation
Phillips, S. M., Prat, A., Sedic, M., Proia, T. A., Wronski, A., Mazumdar, S., Skibinski, A., Shirley, S. H., Perou, C. M., Gill, G., et al. (2014) · Stem Cell Reports · doi:10.1016/j.stemcr.2014.03.008 · Cited by 108 · see citing works
Self-citationThe SIRT2 Deacetylase Stabilizes Slug to Control Malignancy of Basal-like Breast Cancer
Zhou, W., Ni, T. K., Wronski, A., Glass, B., Skibinski, A., Beck, A. H., & Kuperwasser, C. (2016) · Cell Reports · doi:10.1016/j.celrep.2016.10.006 · Cited by 103 · see citing works
Self-citationSlug Controls Stem/Progenitor Cell Growth Dynamics during Mammary Gland Morphogenesis
Nassour, M., Idoux‐Gillet, Y., Selmi, A., Côme, C., Faraldo, M. M., Deugnier, M., & Savagner, P. (2012) · PLoS ONE · doi:10.1371/journal.pone.0053498 · Cited by 98 · see citing works
Sherman, M. H., Kuraishy, A. I., Deshpande, C., Hong, J. S., Cacalano, N. A., Gatti, R. A., Manis, J. P., Damore, M. A., Pellegrini, M. A., & Teitell, M. A. (2010) · Molecular Cell · doi:10.1016/j.molcel.2010.08.019 · Cited by 84 · see citing works
Id1 Ablation Protects Hematopoietic Stem Cells from Stress-Induced Exhaustion and Aging
Singh, S. K., Singh, S., Gadomski, S., Sun, L., Pfannenstein, A., Magidson, V., Chen, X., Kozlov, S., Tessarollo, L., Klarmann, K. D., et al. (2018) · Cell Stem Cell · doi:10.1016/j.stem.2018.06.001 · Cited by 78 · see citing works
Wang, H., Bierie, B., Li, A. G., Pathania, S., Toomire, K. J., Dimitrov, S. D., Liu, B., Gelman, R. S., Giobbie‐Hurder, A., Feunteun, J., et al. (2016) · Molecular Cell · doi:10.1016/j.molcel.2016.05.038 · Cited by 77 · see citing works
Vitali, R., Mancini, C., Cesi, V., Tanno, B., Mancuso, M., Bossi, G., Zhang, Y., Martinez, R. V. P., Calabretta, B., Dominici, C., et al. (2008) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-07-5210 · Cited by 67 · see citing works
ATRIP Deacetylation by SIRT2 Drives ATR Checkpoint Activation by Promoting Binding to RPA-ssDNA
Zhang, H., Head, P. E., Daddacha, W. B., Park, S., Li, X., Pan, Y., Madden, M. Z., Duong, D. M., Xie, M., Yu, B., et al. (2016) · Cell Reports · doi:10.1016/j.celrep.2016.01.018 · Cited by 65 · see citing works
Aging and neurogenesis in the adult forebrain: what we have learned and where we should go from here
Hamilton, L. K., Joppé, S. E., Cochard, L. M., & Fernandes, K. J. L. (2013) · European Journal of Neuroscience · doi:10.1111/ejn.12207 · Cited by 64 · see citing works
Buckley, N. E., tSaoir, C. N. A., Blayney, J. K., Oram, L. C., Crawford, N., D’Costa, Z., Quinn, J. E., Kennedy, R. D., Harkin, D. P., & Mullan, P. B. (2013) · Nucleic Acids Research · doi:10.1093/nar/gkt626 · Cited by 53 · see citing works
UbcH7 regulates 53BP1 stability and DSB repair
Han, X., Zhang, L., Chung, J., Pozo, F. M., Tran, A. P., Seachrist, D. D., Jacobberger, J. W., Keri, R. A., Gilmore, H. L., & Zhang, Y. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1408538111 · Cited by 48 · see citing works
Qian, Y., & Chen, X. (2008) · Journal of Biological Chemistry · doi:10.1074/jbc.m800643200 · Cited by 47 · see citing works
Jiang, F., Zhou, L., Wei, C., et al. (2016) · International Journal of Oncology · doi:10.3892/ijo.2016.3570 · Cited by 26 · see citing works
SLUG silencing increases radiosensitivity of melanoma cells in vitro
Arienti, C., Tesei, A., Carloni, S., et al. (2012) · Cellular Oncology · doi:10.1007/s13402-012-0120-6 · Cited by 19 · see citing works
Dong, A., Jiao, X., Chen, D., et al. (2016) · PubMed · Cited by 4 · see citing works
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Ageing 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
- Authors
- Gross, K. M., Zhou, W., Breindel, J. L., Ouyang, J., Jin, D. X., Sokol, E. S., Gupta, P. B., Huber, K., Zou, L., & Kuperwasser, C.
- Affiliations
- Tufts University (US)
- Quinnipiac University (US)
- Harvard University (US)
- Whitehead Institute for Biomedical Research (US)
- Tufts Medical Center (US)
- Corresponding author
- Kuperwasser, Charlotte
- ORCID
- Venue
- Cell Reports
- Publisher
- Elsevier BV
- Published
- 2019-07
- Volume
- 28
- Issue
- 2
- Pages
- 394-407.e6
- ISSN
- 2211-1247 (ISSN-L)
- OpenAlex
- W2958605953
- Cited by
- 58
- References
- 69
- Citations by year
- 2026: 5 · 2025: 3 · 2024: 14 · 2023: 11 · 2022: 9 · 2021: 10 · 2020: 4 · 2019: 2
- FWCI
- 2.07
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Cell Reports (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Neuroendocrine Tumor Research Foundation
- National Institutes of Health
- Breast Cancer Research Foundation
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › DNA Repair Mechanisms
- Health Sciences › Medicine › Physiology › Telomeres, Telomerase, and Senescence
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Keywords
- Slug, SNAI2, mammary stem cells, DNA damage response, DNA repair, ATR signaling, RPA32, Chk1, RAD51, stem cell aging, tissue aging, mammary epithelium, stem cell differentiation
- MeSH terms
- Snail Family Transcription Factors, Animals, Cell Differentiation, Cell Line, DNA Damage, DNA Repair, Humans, Mammary Glands, Animal, Mice, SCID, Mice, Inbred NOD, Cellular Senescence, Mammary Glands, Human, Cell Line, Tumor, Mice, HEK293 Cells
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