A natural variation-based screen in mouse cells reveals USF2 as a regulator of the DNA damage response and cellular senescence
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Abstract
Cellular senescence is a program of cell cycle arrest, apoptosis resistance, and cytokine release induced by stress exposure in metazoan cells. Landmark studies in laboratory mice have characterized a number of master senescence regulators, including p16INK4a, p21, NF-κB, p53, and C/EBPβ. To discover other molecular players in senescence, we developed a screening approach to harness the evolutionary divergence between mouse species. We found that primary cells from the Mediterranean mouse Mus spretus, when treated with DNA damage to induce senescence, produced less cytokine and had less-active lysosomes than cells from laboratory Mus musculus. We used allele-specific expression profiling to catalog senescence-dependent cis-regulatory variation between the species at thousands of genes. We then tested for correlation between these expression changes and interspecies sequence variants in the binding sites of transcription factors. Among the emergent candidate senescence regulators, we chose a little-studied cell cycle factor, upstream stimulatory factor 2 (USF2), for molecular validation. In acute irradiation experiments, cells lacking USF2 had compromised DNA damage repair and response. Longer-term senescent cultures without USF2 mounted an exaggerated senescence regulatory program—shutting down cell cycle and DNA repair pathways, and turning up cytokine expression, more avidly than wild-type. We interpret these findings under a model of pro-repair, anti-senescence regulatory function by USF2. Our study affords new insights into the mechanisms by which cells commit to senescence, and serves as a validated proof of concept for natural variation-based regulator screens.
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These two factors have been primarily reported to induce senescence in prostate cancer and repress senescence in mice primary tail fibroblast cells, consistent with our findings.
“While there is no previous evidence supporting the broad senescence features of these two factors, they have been primarily reported to induce senescence in prostate cancer and repress senescence in mice primary tail fibroblast cells, respectively,113,114 which is consistent with our findings.”
From Single-cell senescence identification reveals senescence heterogeneity, trajectory, and modulators (2024) · cites this paper as [114]
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Cites
Analysis of Relative Gene Expression Data Using Real-Time Quantitative PCR and the 2−ΔΔCT Method
Livak, K. J., & Schmittgen, T. D. (2001) · Methods · doi:10.1006/meth.2001.1262 · Cited by 180,860 · see citing works
NIH Image to ImageJ: 25 years of image analysis
Schneider, C. A., Rasband, W. S., & Eliceiri, K. W. (2012) · Nature Methods · doi:10.1038/nmeth.2089 · Cited by 64,638 · see citing works
The Sequence Alignment/Map format and SAMtools
Li, H., Handsaker, B., Wysoker, A., Fennell, T., Ruan, J., Homer, N., Marth, G., Abecasis, G., Durbin, R., & 1000 Genome Project Data Processing Subgroup (2009) · Bioinformatics · doi:10.1093/bioinformatics/btp352 · Cited by 62,041 · see citing works
Fast gapped-read alignment with Bowtie 2
Langmead, B., & Salzberg, S. L. (2012) · Nature Methods · doi:10.1038/nmeth.1923 · Cited by 56,400 · see citing works
Gene Ontology: tool for the unification of biology
Ashburner, M., Ball, C. A., Blake, J. A., Botstein, D., Butler, H., Cherry, J. M., Davis, A. P., Dolinski, K., Dwight, S. S., Eppig, J. T., et al. (2000) · Nature Genetics · doi:10.1038/75556 · Cited by 43,206 · see citing works
Twelve years of SAMtools and BCFtools
Danecek, P., Bonfield, J., Liddle, J., Marshall, J., Ohan, V., Pollard, M., Whitwham, A., Keane, T., McCarthy, S., Davies, R. M., et al. (2021) · GigaScience · doi:10.1093/gigascience/giab008 · Cited by 15,314 · see citing works
Kim, D., Pertea, G., Trapnell, C., Pimentel, H., Kelley, R., & Salzberg, S. L. (2013) · Genome Biology · doi:10.1186/gb-2013-14-4-r36 · Cited by 12,668 · see citing works
A biomarker that identifies senescent human cells in culture and in aging skin in vivo.
Dimri, G. P., Lee, X., Basile, G., Acosta, M., Scott, G., Roskelley, C., Medrano, E. E., Linskens, M., Rubelj, I., & Pereira-Smith, O. (1995) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.92.20.9363 · Cited by 7,477 · see citing works
Li, H. (2011) · Bioinformatics · doi:10.1093/bioinformatics/btr509 · Cited by 6,283 · see citing works
The limited in vitro lifetime of human diploid cell strains
Hayflick, L. (1965) · Experimental Cell Research · doi:10.1016/0014-4827(65)90211-9 · Cited by 5,876 · see citing works
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 · see citing works
Self-citationCellular senescence: when bad things happen to good cells
Campisi, J., & d'Adda di Fagagna, F. (2007) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm2233 · Cited by 4,441 · see citing works
Self-citationMutation of the mouse klotho gene leads to a syndrome resembling ageing
Kuro-o, M., Matsumura, Y., Aizawa, H., Kawaguchi, H., Suga, T., Utsugi, T., Ohyama, Y., Kurabayashi, M., Kaname, T., Kume, E., et al. (1997) · Nature · doi:10.1038/36285 · Cited by 3,837 · see citing works
Clearance of p16Ink4a-positive senescent cells delays ageing-associated disorders
Baker, D. J., Wijshake, T., Tchkonia, T., LeBrasseur, N. K., Childs, B. G., van de Sluis, B., Kirkland, J. L., & van Deursen, J. M. (2011) · Nature · doi:10.1038/nature10600 · Cited by 3,670 · cited 1× · see citing works
“Landmark work has revealed the benefits of eliminating senescent cells to treat 45 age-related pathologies and boost median lifespan (7,8,13,14).”
BackgroundThe Gene Ontology resource: enriching a GOld mine
The Gene Ontology Consortium, Carbon, S., Douglass, E., Good, B. M., Unni, D. R., Harris, N. L., Mungall, C. J., Basu, S., Chisholm, R. L., Dodson, R. J., et al. (2021) · Nucleic Acids Research · doi:10.1093/nar/gkaa1113 · Cited by 3,555 · see citing works
Aging, Cellular Senescence, and Cancer
Campisi, J. (2013) · Annual Review of Physiology · doi:10.1146/annurev-physiol-030212-183653 · Cited by 2,954 · cited 2× · see citing works
“Now-classic work has implicated p16 and p21 in the repression of pro-cell cycle 50 genes and promotion of growth arrest (15) after DNA damage, and NF-kB, p53, and C/EBPβ as 51 regulators of the SASP (16).”
BackgroundSelf-citationSenescent cells, tumor suppression, and organismal aging: good citizens, bad neighbors
Campisi, J. (2005) · Cell · doi:10.1016/j.cell.2005.02.003 · Cited by 2,359 · see citing works
Self-citationPersistent DNA damage signalling triggers senescence-associated inflammatory cytokine secretion
Rodier, F., Coppé, J.-P., Patil, C. K., Hoeijmakers, W. A. M., Muñoz, D. P., Raza, S. R., Freund, A., Campeau, E., Davalos, A. R., & Campisi, J. (2009) · Nature Cell Biology · doi:10.1038/ncb1909 · Cited by 2,232 · see citing works
Self-citationAn Essential Role for Senescent Cells in Optimal Wound Healing through Secretion of PDGF-AA
Demaria, M., Ohtani, N., Youssef, S. A., Rodier, F., Toussaint, W., Mitchell, J. R., Laberge, R.-M., Vijg, J., Van Steeg, H., Dollé, M. E. T., et al. (2014) · Developmental Cell · doi:10.1016/j.devcel.2014.11.012 · Cited by 2,045 · see citing works
Self-citationThe comet assay: a method to measure DNA damage in individual cells
Olive, P. L., & Banáth, J. P. (2006) · Nature Protocols · doi:10.1038/nprot.2006.5 · Cited by 1,845 · see citing works
Krtolica, A., Parrinello, S., Lockett, S., Desprez, P.-Y., & Campisi, J. (2001) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.211053698 · Cited by 1,730 · see citing works
Self-citationReversal of human cellular senescence: roles of the p53 and p16 pathways
Beauséjour, C. M., Krtolica, A., Galimi, F., Narita, M., Lowe, S. W., Yaswen, P., & Campisi, J. (2003) · The EMBO Journal · doi:10.1093/emboj/cdg417 · Cited by 1,457 · see citing works
Self-citationSenescence-associated β-galactosidase is lysosomal β-galactosidase.
Lee, B. Y., Han, J. A., Im, J. S., Morrone, A., Johung, K., Goodwin, E. C., Kleijer, W. J., DiMaio, D., & Hwang, E. S. (2006) · Aging Cell · doi:10.1111/j.1474-9726.2006.00199.x · Cited by 1,444 · see citing works
A proteomic atlas of senescence-associated secretomes for aging biomarker development
Basisty, N., Kale, A., Jeon, O. H., Kuehnemann, C., Payne, T., Rao, C., Holtz, A., Shah, S., Sharma, V., Ferrucci, L., et al. (2020) · PLOS Biology · doi:10.1371/journal.pbio.3000599 · Cited by 1,348 · see citing works
Self-citationDNA damage response signaling pathways and targets for radiotherapy sensitization in cancer
Huang, R., & Zhou, P. (2020) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-020-0150-x · Cited by 1,231 · see citing works
Analysing high-throughput sequencing data in Python with HTSeq 2.0
Putri, G., Anders, S., Pyl, P. T., Pimanda, J. E., & Zanini, F. (2022) · Bioinformatics · doi:10.1093/bioinformatics/btac166 · Cited by 1,108 · see citing works
Brunk, U. T., & Terman, A. (2002) · Free Radical Biology and Medicine · doi:10.1016/s0891-5849(02)00959-0 · Cited by 919 · see citing works
Senescence and apoptosis: dueling or complementary cell fates?
Childs, B. G., Baker, D. J., Kirkland, J. L., Campisi, J., & van Deursen, J. M. (2014) · The EMBO Reports · doi:10.15252/embr.201439245 · Cited by 915 · see citing works
Self-citationKurz, D. J., Decary, S., Hong, Y., & Erusalimsky, J. D. (2000) · Journal of Cell Science · doi:10.1242/jcs.113.20.3613 · Cited by 899 · see citing works
Evolutionary changes in cis and trans gene regulation
Wittkopp, P. J., Haerum, B. K., & Clark, A. G. (2004) · Nature · doi:10.1038/nature02698 · Cited by 873 · see citing works
Senescent cells as a source of inflammatory factors for tumor progression
Davalos, A. R., Coppe, J.-P., Campisi, J., & Desprez, P.-Y. (2010) · Cancer and Metastasis Reviews · doi:10.1007/s10555-010-9220-9 · Cited by 636 · see citing works
Self-citationParrinello, S., Coppe, J.-P., Krtolica, A., & Campisi, J. (2005) · Journal of Cell Science · doi:10.1242/jcs.01635 · Cited by 631 · see citing works
Self-citationH2AX Phosphorylation: Its Role in DNA Damage Response and Cancer Therapy
Podhorecka, M., Składanowski, A., & Bozko, P. M. (2010) · Journal of Nucleic Acids · doi:10.4061/2010/920161 · Cited by 614 · see citing works
The dynamic nature of senescence in cancer
Lee, S., & Schmitt, C. A. (2019) · Nature Cell Biology · doi:10.1038/s41556-018-0249-2 · Cited by 588 · see citing works
Synthetic lethal metabolic targeting of cellular senescence in cancer therapy
Dörr, J. R., Yu, Y., Milanovic, M., Beuster, G., Zasada, C., Däbritz, J. H. M., Lisec, J., Lenze, D., Gerhardt, A., Schleicher, K., et al. (2013) · Nature · doi:10.1038/nature12437 · Cited by 541 · see citing works
High-Resolution Mapping of Expression-QTLs Yields Insight into Human Gene Regulation
Veyrieras, J.-B., Kudaravalli, S., Kim, S. Y., Dermitzakis, E. T., Gilad, Y., Stephens, M., & Pritchard, J. K. (2008) · PLoS Genetics · doi:10.1371/journal.pgen.1000214 · Cited by 536 · see citing works
Coppé, J.-P., Patil, C. K., Rodier, F., Krtolica, A., Beauséjour, C. M., Parrinello, S., Hodgson, J. G., Chin, K., Desprez, P.-Y., & Campisi, J. (2010) · PLoS ONE · doi:10.1371/journal.pone.0009188 · Cited by 455 · see citing works
Self-citationAP-1 Transcription Factors and the BAF Complex Mediate Signal-Dependent Enhancer Selection
Vierbuchen, T., Ling, E., Cowley, C. J., Couch, C. H., Wang, X., Harmin, D. A., Roberts, C. W. M., & Greenberg, M. E. (2017) · Molecular Cell · doi:10.1016/j.molcel.2017.11.026 · Cited by 455 · see citing works
Transcriptome signature of cellular senescence
Casella, G., Munk, R., Kim, K. M., Piao, Y., De, S., Abdelmohsen, K., & Gorospe, M. (2019) · Nucleic Acids Research · doi:10.1093/nar/gkz555 · Cited by 359 · see citing works
SIRT6 is responsible for more efficient DNA double-strand break repair in long-lived species
Tian, X., Firsanov, D., Zhang, Z., Cheng, Y., Luo, L., Tombline, G., Tan, R., Simon, M., Henderson, S., Steffan, J., et al. (2019) · Cell · doi:10.1016/j.cell.2019.03.043 · Cited by 353 · see citing works
Role of immune cells in the removal of deleterious senescent cells
Kale, A., Sharma, A., Stolzing, A., Desprez, P.-Y., & Campisi, J. (2020) · Immunity & Ageing · doi:10.1186/s12979-020-00187-9 · Cited by 351 · see citing works
Self-citationLactate and pyruvate promote oxidative stress resistance through hormetic ROS signaling
Tauffenberger, A., Fiumelli, H., Almustafa, S., & Magistretti, P. J. (2019) · Cell Death and Disease · doi:10.1038/s41419-019-1877-6 · Cited by 345 · see citing works
Mechanisms of cellular senescence in human and mouse cells.
Itahana, K., Campisi, J., & Dimri, G. P. (2004) · Biogerontology · doi:10.1023/b:bgen.0000017682.96395.10 · Cited by 338 · see citing works
Self-citationPluquet, O., Pourtier, A., & Abbadie, C. (2015) · American Journal of Physiology-Cell Physiology · doi:10.1152/ajpcell.00334.2014 · Cited by 305 · see citing works
Coppé, J.-P., Patil, C. K., Rodier, F., Sun, Y., Muñoz, D. P., Goldstein, J., Nelson, P. S., Desprez, P.-Y., & Campisi, J. (2008) · PLoS Biology · doi:10.1371/journal.pbio.0060301 · Cited by 302 · cited 3× · see citing works
“In the resulting profiles, we inspected genes of the 330 SASP immune-stimulatory program (4), and found that this gene cohort was induced more 331 highly in M.”
BackgroundMethodEffect of natural genetic variation on enhancer selection and function
Heinz, S., Romanoski, C. E., Benner, C., Allison, K. A., Kaikkonen, M. U., Orozco, L. D., & Glass, C. K. (2013) · Nature · doi:10.1038/nature12615 · Cited by 298 · see citing works
Persistent γH2AX: A promising molecular marker of DNA damage and aging
Siddiqui, M. S., François, M., Fenech, M. F., & Leifert, W. R. (2015) · Mutation Research/Reviews in Mutation Research · doi:10.1016/j.mrrev.2015.07.001 · Cited by 266 · see citing works
Senescence, Apoptosis or Autophagy?
Vicencio, J. M., Galluzzi, L., Tajeddine, N., Ortiz, C., Criollo, A., Tasdemir, E., Morselli, E., Younes, A. B., Maiuri, M. C., Lavandero, S., et al. (2008) · Gerontology · doi:10.1159/000129697 · Cited by 259 · see citing works
Redon, C. E., Dickey, J. S., Bonner, W. M., & Sedelnikova, O. A. (2008) · Advances in Space Research · doi:10.1016/j.asr.2008.10.011 · Cited by 257 · see citing works
GTRD: a database on gene transcription regulation—2019 update
Yevshin, I., Sharipov, R., Kolmykov, S. K., Kondrakhin, Y. V., & Kolpakov, F. (2018) · Nucleic Acids Research · doi:10.1093/nar/gky1128 · Cited by 257 · see citing works
Upstream stimulating factors: highly versatile stress‐responsive transcription factors
Corre, S., & Galibert, M. (2005) · Pigment Cell Research · doi:10.1111/j.1600-0749.2005.00262.x · Cited by 251 · see citing works
AP-1 imprints a reversible transcriptional programme of senescent cells.
Martínez-Zamudio, R. I., Roux, P.-F., de Freitas, J. A. N. L. F., Robinson, L., Doré, G., Sun, B., Belenki, D., Milanovic, M., Herbig, U., Schmitt, C. A., et al. (2020) · Nature Cell Biology · doi:10.1038/s41556-020-0529-5 · Cited by 236 · see citing works
The ECM path of senescence in aging: components and modifiers
Levi, N., Papismadov, N., Solomonov, I., Sagi, I., & Krizhanovsky, V. (2020) · FEBS Journal · doi:10.1111/febs.15282 · Cited by 221 · see citing works
Senotherapeutics: emerging strategy for healthy aging and age-related disease
Kim, E.-C., & Kim, J. (2019) · BMB Reports · doi:10.5483/bmbrep.2019.52.1.293 · Cited by 211 · see citing works
Cellular Senescence and Inflammaging in Age-Related Diseases
Olivieri, F., Prattichizzo, F., Grillari, J., & Balistreri, C. R. (2018) · Mediators of Inflammation · doi:10.1155/2018/9076485 · Cited by 200 · see citing works
Stable Cellular Senescence Is Associated with Persistent DDR Activation
Fumagalli, M., Rossiello, F., Mondello, C., & d’Adda di Fagagna, F. (2014) · PLoS ONE · doi:10.1371/journal.pone.0110969 · Cited by 183 · see citing works
Patterns of Early p21 Dynamics Determine Proliferation-Senescence Cell Fate after Chemotherapy
Hsu, C.-H., Altschuler, S. J., & Wu, L. F. (2019) · Cell · doi:10.1016/j.cell.2019.05.041 · Cited by 181 · see citing works
Qyang, Y., Luo, X., Lu, T., Ismail, P. M., Krylov, D. Y., Vinson, C., & Sawadogo, M. (1999) · Molecular and Cellular Biology · doi:10.1128/mcb.19.2.1508 · Cited by 160 · see citing works
(2002) · PubMed · Cited by 156 · see citing works
Cellular senescence in musculoskeletal homeostasis, diseases, and regeneration
Wan, M., Gray-Gaillard, E. F., & Elisseeff, J. H. (2021) · Bone Research · doi:10.1038/s41413-021-00164-y · Cited by 150 · see citing works
TGF-β1 → SMAD/p53/USF2 → PAI-1 transcriptional axis in ureteral obstruction-induced renal fibrosis
Samarakoon, R., Overstreet, J. M., Higgins, S. P., & Higgins, P. J. (2011) · Cell and Tissue Research · doi:10.1007/s00441-011-1181-y · Cited by 143 · see citing works
Gene expression profiling of replicative and induced senescence
Purcell, M., Kruger, A., & Tainsky, M. A. (2014) · Cell Cycle · doi:10.4161/15384101.2014.973327 · Cited by 132 · see citing works
Kang, C. (2019) · Europe PMC (PubMed Central) · doi:10.14348/molcells.2019.0298 · Cited by 125 · see citing works
Adjustment of the lysosomal-mitochondrial axis for control of cellular senescence
Park, J. T., Lee, Y.-S., Cho, K. A., & Park, S. C. (2018) · Ageing Research Reviews · doi:10.1016/j.arr.2018.08.003 · Cited by 123 · see citing works
Paramos-de-Carvalho, D., Jacinto, A., & Saúde, L. (2021) · eLife · doi:10.7554/elife.72449 · Cited by 111 · see citing works
Implications of time-series gene expression profiles of replicative senescence.
Kim, Y., Byun, H., Jee, B. A., Cho, H., Seo, Y., Kim, Y., Park, M. H., Chung, H., Woo, H. G., & Yoon, G. (2013) · Aging Cell · doi:10.1111/acel.12087 · Cited by 106 · see citing works
Regulation of senescence and the SASP by the transcription factor C/EBPβ
Salotti, J., & Johnson, P. F. (2019) · Experimental Gerontology · doi:10.1016/j.exger.2019.110752 · Cited by 103 · see citing works
Novel insights from a multiomics dissection of the Hayflick limit
Chan, M., Yuan, H., Soifer, I., Maile, T. M., Wang, R. Y., Ireland, A., O'Brien, J. J., Goudeau, J., Chan, L. J., Vijay, T., et al. (2022) · eLife · doi:10.7554/elife.70283 · Cited by 99 · cited 5× · see citing works
“resting state through irradiation and early and late senescence (Supplemental Tables S6 and 507 S9, and Supplemental Figure S12), attesting to the dynamics of senescence as expected 508 (17,71).”
BackgroundResultInfluentialGenerating Primary Fibroblast Cultures from Mouse Ear and Tail Tissues
Khan, M., & Gasser, S. (2016) · Journal of Visualized Experiments · doi:10.3791/53565 · Cited by 95 · see citing works
Zhao, Y., Tyshkovskiy, A., Muñoz‐Espín, D., Tian, X., Serrano, M., de Magalhães, J. P., Nevo, E., Gladyshev, V. N., Seluanov, A., & Gorbunova, V. A. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1721160115 · Cited by 92 · see citing works
Integrated Module and Gene-Specific Regulatory Inference Implicates Upstream Signaling Networks
Roy, S., Lagree, S., Hou, Z., Thomson, J. A., Stewart, R. M., & Gasch, A. P. (2013) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1003252 · Cited by 86 · see citing works
ATF3 drives senescence by reconstructing accessible chromatin profiles
Zhang, C., Zhang, X., Huang, L., Guan, Y., Huang, X., Tian, X., Zhang, L., & Tao, W. (2021) · Aging Cell · doi:10.1111/acel.13315 · Cited by 84 · see citing works
Thirty years of Mus spretus: a promising future
Dejager, L., Libert, C., & Montagutelli, X. (2009) · Trends in Genetics · doi:10.1016/j.tig.2009.03.007 · Cited by 83 · see citing works
Adiponectin signalling in bone homeostasis, with age and in disease
Lewis, J. W., Edwards, J., Naylor, A. J., & McGettrick, H. M. (2021) · Bone Research · doi:10.1038/s41413-020-00122-0 · Cited by 81 · see citing works
eQTL Mapping Using RNA-seq Data
Sun, W., & Hu, Y. (2012) · Statistics in Biosciences · doi:10.1007/s12561-012-9068-3 · Cited by 77 · see citing works
Zhang, X., Li, J., Sejas, D. P., & Pang, Q. (2005) · Journal of Biological Chemistry · doi:10.1074/jbc.m502262200 · Cited by 69 · see citing works
Disappearance of the Telomere Dysfunction-Induced Stress Response in Fully Senescent Cells
Bakkenist, C. J., Drissi, R., Wu, J., Kastan, M. B., & Dome, J. S. (2004) · Cancer Research · doi:10.1158/0008-5472.can-04-0453 · Cited by 68 · see citing works
Translational research in radiation-induced DNA damage signaling and repair
Nickoloff, J. A., Boss, M., Allen, C., & LaRue, S. Μ. (2017) · Translational Cancer Research · doi:10.21037/tcr.2017.06.02 · Cited by 62 · see citing works
Biomarkers of Cell Senescence Assessed by Imaging Cytometry
Zhao, H., & Darżynkiewicz, Z. (2012) · Methods in molecular biology · doi:10.1007/978-1-62703-239-1_5 · Cited by 61 · see citing works
LPS resistance of SPRET/Ei mice is mediated by Gilz, encoded by the Tsc22d3 gene on the X chromosome
Pinheiro, I., Dejager, L., Πέττα, Ι., Vandevyver, S., Puimège, L., Mahieu, T., Ballegeer, M., Hauwermeiren, F. V., Riccardi, C., Vuylsteke, M., et al. (2013) · EMBO Molecular Medicine · doi:10.1002/emmm.201201683 · Cited by 61 · see citing works
Han, R., Li, L., Ugalde, A. P., Tal, A., Manber, Z., Barberà, E. P., Chiara, V. D., Elkon, R., & Agami, R. (2018) · Genome biology · doi:10.1186/s13059-018-1494-1 · Cited by 53 · see citing works
Innate immunity and cellular senescence: The good and the bad in the developmental and aged brain
Santoro, A., Spinelli, C. C., Martucciello, S., Nori, S. L., Capunzo, M., Puca, A. A., & Ciaglia, E. (2018) · Journal of Leukocyte Biology · doi:10.1002/jlb.3mr0118-003r · Cited by 50 · see citing works
Kim, E. K., Moon, S., Kim, D. K., Zhang, X., & Kim, J. (2018) · PLoS ONE · doi:10.1371/journal.pone.0188847 · Cited by 49 · see citing works
Narayanan, I. V., Paulsen, M. T., Bedi, K., Berg, N. K., Ljungman, E. A., Francia, S., Veloso, A., Magnuson, B., di Fagagna, F. D., Wilson, T. E., et al. (2017) · Scientific Reports · doi:10.1038/srep43598 · Cited by 48 · see citing works
Neri, F., Basisty, N., Desprez, P., Campisi, J., & Schilling, B. (2021) · Current Protocols · doi:10.1002/cpz1.32 · Cited by 48 · see citing works
Self-citationAllen, R. R., Li, Q., & Higgins, P. J. (2004) · Journal of Cellular Physiology · doi:10.1002/jcp.20211 · Cited by 44 · see citing works
Hu, D., Tjon, E. C., Andersson, K., Molica, G. M., Pham, M. C., Healy, B. C., Murugaiyan, G., Pochet, N. L. M. M., Kuchroo, V. K., Bokarewa, M. I., et al. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2007935117 · Cited by 43 · see citing works
Xie, Q., Peng, S., Li, T., Ruan, H., Yang, Y., Li, T., Adams, U., Meng, S., Bi, X., Dong, M., et al. (2014) · Journal of Biological Chemistry · doi:10.1074/jbc.m114.587170 · Cited by 42 · see citing works
Selvam, S. P., Roth, B. M., Nganga, R., Kim, J., Cooley, M. A., Helke, K. L., Smith, C. D., & Öğretmen, B. (2018) · Journal of Biological Chemistry · doi:10.1074/jbc.ra118.003506 · Cited by 42 · see citing works
p53 Requires the Stress Sensor USF1 to Direct Appropriate Cell Fate Decision
Bouafia, A., Corre, S., Gilot, D., Mouchet, N., Prince, S., & Galibert, M. (2014) · PLoS Genetics · doi:10.1371/journal.pgen.1004309 · Cited by 41 · see citing works
Tumor-suppression function of transcription factor USF2 in prostate carcinogenesis
Chen, N., Szentirmay, M. N., Pawar, S. A., Sirito, M., Wang, J., Wang, Z., Zhai, Q., Yang, H.-X., Peehl, D. M., Ware, J. L., et al. (2005) · Oncogene · doi:10.1038/sj.onc.1209079 · Cited by 41 · see citing works
Loss of USF2 promotes proliferation, migration and mitophagy in a redox-dependent manner
Chi, T. F., Khoder‐Agha, F., Mennerich, D., Kellokumpu, S., Miinalainen, I., Kietzmann, T., & Dimova, E. Y. (2020) · Redox Biology · doi:10.1016/j.redox.2020.101750 · Cited by 37 · see citing works
Early growth response 2 (EGR2) is a novel regulator of the senescence programme
Tyler, E. J., del Arroyo, A. G., Wallis, R., Hughes, B., Garbe, J. C., Stampfer, M. R., Koh, J., Lowe, R., Philpott, M. P., & Bishop, C. L. (2021) · Aging Cell · doi:10.1111/acel.13318 · Cited by 34 · see citing works
Pawar, S. A., Szentirmay, M. N., Hermeking, H., & Sawadogo, M. (2004) · Oncogene · doi:10.1038/sj.onc.1207806 · Cited by 32 · see citing works
Transcriptional responses to DNA damage
Silva, E., & Ideker, T. (2019) · DNA repair · doi:10.1016/j.dnarep.2019.05.002 · Cited by 31 · cited 1× · see citing works
“Most salient was a trend of pervasive repression 444 transcriptome-wide six hours after irradiation, which was detected in control cells as expected 445 (66,67), and was blunted in cells with Usf2 knocked down.”
BackgroundPAI‐1 transcriptional regulation during the G0 → G1 transition in human epidermal keratinocytes
Qi, L., Allen, R. R., Lu, Q., Higgins, C. E., Garone, R., Staiano‐Coico, L., & Higgins, P. J. (2006) · Journal of Cellular Biochemistry · doi:10.1002/jcb.20885 · Cited by 31 · see citing works
USF-1 Is Critical for Maintaining Genome Integrity in Response to UV-Induced DNA Photolesions
Baron, Y., Corre, S., Mouchet, N., Vaulont, S., Prince, S., & Galibert, M. (2012) · PLoS Genetics · doi:10.1371/journal.pgen.1002470 · Cited by 25 · see citing works
Chen, J., & Ozanne, S. E. (2006) · FEBS Letters · doi:10.1016/j.febslet.2006.11.023 · Cited by 24 · see citing works
Wang, Y., Xu, Q., Sack, L. M., Kang, C., & Elledge, S. J. (2016) · Genes & Development · doi:10.1101/gad.271445.115 · Cited by 24 · see citing works
Wang, Y., Sui, Y., Lian, A., Han, X., Liu, F., Zuo, K., Liu, M., Sun, W., Wang, Z., Liu, Z., et al. (2021) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2021.739868 · Cited by 23 · see citing works
Characterization of sequence determinants of enhancer function using natural genetic variation
Yang, M. G., Ling, E., Cowley, C. J., Greenberg, M. E., & Vierbuchen, T. (2022) · eLife · doi:10.7554/elife.76500 · Cited by 21 · see citing works
Aperlo, C., Boulukos, K. E., & Pognonec, P. (1996) · European Journal of Biochemistry · doi:10.1111/j.1432-1033.1996.0249t.x · Cited by 21 · see citing works
Mus spretus SEG/Pas mice resist virulent Yersinia pestis, under multigenic control
Blanchet, C., Jaubert, J., Carniel, É., Fayolle, C., Milon, G., Szatanik, M., Panthier, J., & Montagutelli, X. (2010) · Genes and Immunity · doi:10.1038/gene.2010.45 · Cited by 18 · see citing works
Vanlaere, I., Vanderrijst, A., Guénet, J., Filette, M. D., & Libert, C. (2008) · Cytokine · doi:10.1016/j.cyto.2008.01.013 · Cited by 16 · see citing works
ID1 inhibits USF2 and blocks TGF-β-induced apoptosis in mesangial cells
Sato, A. Y. S., Antonioli, E., Tambellini, R., & Campos, A. H. (2011) · American Journal of Physiology-Renal Physiology · doi:10.1152/ajprenal.00128.2011 · Cited by 16 · see citing works
Ruuth, M. K., Soronen, J., Kaiharju, E., Merikanto, K., Perttilä, J., Metso, J., Lee‐Rueckert, M., Taskinen, M., Kovanen, P. T., Öörni, K., et al. (2018) · Lipids in Health and Disease · doi:10.1186/s12944-018-0930-2 · Cited by 14 · see citing works
Uncovering Divergence in Gene Expression Regulation in the Adaptation of Yeast to Nitrogen Scarcity
Villarroel, C. A., Bastías, M., Canessa, P., & Cubillos, F. A. (2021) · mSystems · doi:10.1128/msystems.00466-21 · Cited by 14 · see citing works
Qi, L., Higgins, C. E., Higgins, S. P., Law, B. K., Simone, T. M., & Higgins, P. J. (2014) · Journal of Cellular Biochemistry · doi:10.1002/jcb.24861 · Cited by 10 · see citing works
USF1 promotes the development of knee osteoarthritis by activating the NF‑κB signaling pathway
Song, X., Min, Z., Li, H., Liu, B., Yan, Z., Wang, W., Li, H., Sun, J., & Li, S. (2018) · Experimental and Therapeutic Medicine · doi:10.3892/etm.2018.6608 · Cited by 9 · see citing works
Schistosoma mansoniexperimental infection inMus spretus(SPRET/EiJ strain) mice
Villar, L., Vicente, B., Galindo‐Villardón, P., Castellanos‐Martín, A., Pérez‐Losada, J., & Muro, A. (2013) · Parasite · doi:10.1051/parasite/2013027 · Cited by 8 · see citing works
Target Inhibition of CBP Induced Cell Senescence in BCR-ABL- T315I Mutant Chronic Myeloid Leukemia
Yang, K., Wang, F., Zhang, H., Wang, X., Chen, L., Su, X., Wu, X., Han, Q., Chen, Z., Chen, Z., et al. (2021) · Frontiers in Oncology · doi:10.3389/fonc.2020.588641 · Cited by 8 · see citing works
A functional genetic screen identifies the Mediator complex as essential for SSX2-induced senescence
Brückmann, N. H., Bennedsen, S. N., Duijf, P. H. G., Terp, M. G., Thomassen, M., Larsen, M. J., Pedersen, C. B., Kruse, T. A., Alcaraz, N., Ditzel, H. J., et al. (2019) · Cell Death and Disease · doi:10.1038/s41419-019-2068-1 · Cited by 6 · see citing works
Flagged first, then by citations
1 of the 113 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Single-cell senescence identification reveals senescence heterogeneity, trajectory, and modulators
Tao, W., Yu, Z., & Han, J.-D. J. (2024) · Cell Metabolism · doi:10.1016/j.cmet.2024.03.009 · Cited by 147 · see citing works
Bellingham-Johnstun, K., Metzger, L. A., Stone, J. L., Gerrish, K., Bushel, P. R., & Sikes, M. L. (2025) · PLoS ONE · doi:10.1371/journal.pone.0328438 · Cited by 3 · see citing works
Influence of Scaffold Topography and Culture Duration on Fibroblast Morphology in Tissue Engineering
Molina, M. I. E., & Komvopoulos, K. (2025) · Tissue Engineering Part A · doi:10.1177/19373341251364544 · Cited by 3 · see citing works
Combined Endurance and Resistance Exercise Mitigates Age‐Associated Cardiac Dysfunction
Han, X., Ashraf, M. Z., Shi, H., Nkembo, A. T., Tipparaju, S. M., & Xuan, W. (2024) · Advanced Biology · doi:10.1002/adbi.202400137 · Cited by 3 · see citing works
Elevated lysosomal mass and enzyme activity in fibroblasts of the Mediterranean mouse Mus spretus
Sui, M., Teh, J., Fort, K. A., Shaw, D. E., Sudmant, P. H., Koide, T., Good, J. M., Vázquez, J. M., & Brem, R. B. (2026) · Biology Letters · doi:10.1098/rsbl.2025.0479 · Cited by 1 · see citing works
Self-citationFeng, T., Zhang, Z., Wang, H., Zang, X., Zhang, J., Jiang, Y., Cui, Y., Duan, Y., Guo, R., Gao, Y., et al. (2026) · The Journal of Immunology · doi:10.1093/jimmun/vkag029 · Cited by 1 · see citing works
Altulea, A., Mackedenski, S. J., Nehme, J., & Demaria, M. (2026) · The EMBO Journal · doi:10.1038/s44318-026-00845-6 · Cited by 1 · see citing works
Patel, T., Schwarz, R. J., Riege, K., Varshavsky, M., Kestler, H. A., Kaplan, T., Hoffmann, S., & van Bömmel, A. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.10.07.680024
Enhancing the performance and interpretability of epigenetic clocks
Patel, T., Schwarz, R. J., Riege, K., Varshavsky, M., Richmond, A., Marioni, R. E., Kestler, H. A., Kaplan, T., Hoffmann, S., & van Bömmel, A. (2026) · Nucleic Acids Research · doi:10.1093/nar/gkag661
Dimova, E. Y., & Kietzmann, T. (2026) · Redox Biology · doi:10.1016/j.redox.2026.104348
- Authors
- Kang, T., Moore, E. C., Kopania, E. E. K., King, C. D., Schilling, B., Campisi, J., Good, J. M., & Brem, R. B.
- Affiliations
- Buck Institute for Research on Aging (US)
- University of Montana (US)
- Corresponding author
- Brem, Rachel B
- ORCID
- Venue
- G3: Genes, Genomes, Genetics
- Publisher
- Oxford University Press (OUP)
- Published
- 2023-04-25
- Volume
- 13
- Issue
- 7
- ISSN
- 2160-1836 (ISSN-L)
- PMC
- PMC10320765
- OpenAlex
- W4366996754
- Cited by
- 10
- References
- 113
- Citations by year
- 2026: 5 · 2025: 3 · 2024: 2
- FWCI
- 1.78
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- G3 Genes Genomes Genetics (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by)
- Funders
- National Science Foundation (1313190)
- National Institutes of Health
- National Institute of General Medical Sciences (R01GM120430)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD094787)
- Topics
- Health Sciences › Medicine › Physiology › Telomeres, Telomerase, and Senescence
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Aging › Genetics, Aging, and Longevity in Model Organisms
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › DNA Repair Mechanisms
- Keywords
- USF2, cellular senescence, DNA damage response, DNA repair, interspecies variation, Mus spretus, allele-specific expression, cis-regulatory variation, transcription factor binding sites, cytokine expression, cell cycle arrest, irradiation
- MeSH terms
- Animals, Cell Cycle, DNA Damage, Tumor Suppressor Protein p53, Cytokines, Cellular Senescence, Mice, Upstream Stimulatory Factors
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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