Inducing and exploiting vulnerabilities for the treatment of liver cancer
Open accessAbstract
Liver cancer remains difficult to treat, owing to a paucity of drugs that target critical dependencies 1,2; broad-spectrum kinase inhibitors such as sorafenib provide only a modest benefit to patients with hepatocellular carcinoma 3. The induction of senescence may represent a strategy for the treatment of cancer, especially when combined with a second drug that selectively eliminates senescent cancer cells (senolysis)4,5. Here, using a kinome-focused genetic screen, we show that pharmacological inhibition of the DNA-replication kinase CDC7 induces senescence selectively in liver cancer cells with mutations in TP53. A follow-up chemical screen identified the antidepressant sertraline as an agent that kills hepatocellular carcinoma cells that have been rendered senescent by inhibition of CDC7. Sertraline suppressed mTOR signalling, and selective drugs that target this pathway were highly effective in causing the apoptotic cell death of hepatocellular carcinoma cells treated with a CDC7 inhibitor. The feedback reactivation of mTOR signalling after its inhibition 6 is blocked in cells that have been treated with a CDC7 inhibitor, which leads to the sustained inhibition of mTOR and cell death. Using multiple in vivo mouse models of liver cancer, we show that treatment with combined inhibition of of CDC7 and mTOR results in a marked reduction of tumour growth. Our data indicate that exploiting an induced vulnerability could be an effective treatment for liver cancer.
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Senescence induction by inhibition of DNA replication kinase CDC7 paired with a senolytic that disrupts mTOR signaling induces apoptosis in senescent human liver cancer cells and improves survival in mouse models of HCC.
“Senescence induction by inhibition of DNA replication kinase CDC7 has also been paired with a senolytic that disrupts mTOR signaling, inducing apoptosis in senescent human liver cancer cells and improving survival in mouse models of HCC (Wang et al. 2019).”
From Senescence and the SASP: many therapeutic avenues (2020) · cites this paper as Wang et al. 2019
The Abstract reports that CDC7 inhibition induced senescence selectively in TP53-mutant liver cancer cells and that mTOR inhibition caused apoptosis in CDC7-inhibitor-treated HCC cells. It also reports increased survival with the combination in one specific mouse model, MycOE;Trp53KO HCC; the claim’s plural “mouse models” overstates the survival finding. The paper reports tumour-growth inhibition in its other in vivo models. (LLM, conf=0.84)
Experimental — accuracy not yet measuredMany of the genes in CisSig have been denoted as possible therapeutic targets in a variety of epithelial-based cancers.
“Furthermore, many of the genes have been denoted as possible therapeutic targets in a variety of epithelial-based cancers, such as CDC7 in oral squamous carcinoma30 and liver cancer31, ATP1B3 in gastric cancer32, and FKBP14 in ovarian cancer33.”
From Exploiting convergent phenotypes to derive a pan-cancer cisplatin response gene expression signature (2023) · cites this paper as [31]
In a mouse model of liver cancer, the mTOR inhibitor AZD8055 showed senolytic potential against cancer cells with senescence induced by small-molecule inhibitors of CDC7.
“In a mouse model of liver cancer, the mTOR inhibitor AZD8055 also showed senolytic potential against cancer cells with senescence induced by small- molecule inhibitors of CDC7 (ref. 207 ) .”
From Senescence and cancer — role and therapeutic opportunities (2022) · cites this paper as [207]
Elevated expression of p16 in melanocytes and epidermal and dermal cells is associated with human aging.
“Elevated expression of p16 in melanocytes156 and epidermal and dermal cells157,158 is associated with human aging.”
From Guidelines for minimal information on cellular senescence experimentation in vivo (2024) · cites this paper as [156]
The paper’s Abstract discusses p16INK4A-positive cells in treated mouse liver tumors, not p16 expression in human skin during aging. Searches for melanocytes, epidermal and dermal cells, and skin aging found no passage addressing the attributed association. (LLM, conf=0.78)
Experimental — accuracy not yet measuredApproaches based on inducing senescence in a large fraction of tumors have the potential to enter clinical practice, especially when combined with adjuvant immunotherapy or senolytic therapy to remove harmful senescent escaper variants.
“Based on the preclinical experimental evidence enumerated here, approaches based on the induction of senescence in large fraction of tumors have the potential to enter the realm of the clinical practice, even more if combined with adjuvant immunotherapy or senolytic therapy to remove potentially harmful senescent escaper variants, as recently proposed.189,202,203”
From Meta-hallmarks of aging and cancer (2023) · cites this paper as [202]
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Cites
Bray, F., Ferlay, J., Soerjomataram, I., Siegel, R. L., Torre, L. A., & Jemal, A. (2018) · CA: A Cancer Journal for Clinicians · doi:10.3322/caac.21492 · Cited by 84,109 · see citing works
Subramanian, A., Tamayo, P., Mootha, V. K., Mukherjee, S., Ebert, B. L., Gillette, M. A., Paulovich, A., Pomeroy, S. L., Golub, T. R., Lander, E. S., et al. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0506580102 · Cited by 53,625 · see citing works
Sorafenib in advanced hepatocellular carcinoma
Llovet, J. M., Ricci, S., Mazzaferro, V., Hilgard, P., Gane, E., Blanc, J.-F., de Oliveira, A. C., Santoro, A., Raoul, J.-L., Forner, A., et al. (2008) · New England Journal of Medicine · doi:10.1056/nejmoa0708857 · Cited by 13,097 · see citing works
Llovet, J. M., Kelley, R. K., Villanueva, A., Singal, A. G., Pikarsky, E., Roayaie, S., Lencioni, R., Koike, K., Zucman-Rossi, J., & Finn, R. S. (2021) · Nature Reviews Disease Primers · doi:10.1038/s41572-020-00240-3 · Cited by 7,055 · see citing works
Sorafenib in Advanced Hepatocellular Carcinoma
정, 재. (2008) · Cited by 5,606 · see citing works
Llovet, J. M., Zucman-Rossi, J., Pikarsky, E., Sangro, B., Schwartz, M., Sherman, M., & Gores, G. (2016) · Nature Reviews Disease Primers · doi:10.1038/nrdp.2016.18 · Cited by 2,531 · see citing works
Comprehensive and Integrative Genomic Characterization of Hepatocellular Carcinoma
Ally, A., Balasundaram, M., Carlsen, R., Chuah, E., Clarke, A., Dhalla, N., Holt, R. A., Jones, S. J. M., Lee, D., Ma, Y., et al. (2017) · Cell · doi:10.1016/j.cell.2017.05.046 · Cited by 2,490 · 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
Clearance of senescent cells by ABT263 rejuvenates aged hematopoietic stem cells in mice
Chang, J., Wang, Y., Shao, L., Laberge, R.-M., Demaria, M., Campisi, J., Janakiraman, K., Sharpless, N. E., Ding, S., Feng, W., et al. (2016) · Nature Medicine · doi:10.1038/nm.4010 · Cited by 1,819 · see citing works
Genetic landscape and biomarkers of hepatocellular carcinoma
Zucman-Rossi, J., Villanueva, A., Nault, J.-C., & Llovet, J. M. (2015) · Gastroenterology · doi:10.1053/j.gastro.2015.05.061 · Cited by 1,325 · see citing works
Senescence-associated reprogramming promotes cancer stemness
Milanovic, M., Fan, D. N. Y., Belenki, D., Däbritz, J. H. M., Zhao, Z., Yu, Y., Dörr, J. R., Dimitrova, L., Lenze, D., Monteiro Barbosa, I. A., et al. (2018) · Nature · doi:10.1038/nature25167 · Cited by 1,131 · see citing works
Cellular senescence drives age-dependent hepatic steatosis
Ogrodnik, M., Miwa, S., Tchkonia, T., Tiniakos, D., Wilson, C. L., Lahat, A., Day, C. P., Burt, A., Palmer, A., Anstee, Q. M., et al. (2017) · Nature Communications · doi:10.1038/ncomms15691 · Cited by 1,044 · see citing works
Unmasking senescence: context-dependent effects of SASP in cancer
Faget, D. V., Ren, Q., & Stewart, S. A. (2019) · Nature Reviews Cancer · doi:10.1038/s41568-019-0156-2 · Cited by 863 · see citing works
Eggert, T., Wolter, K., Ji, J., Ma, C., Yevsa, T., Klotz, S., Medina-Echeverz, J., Longerich, T., Forgues, M., Reisinger, F., et al. (2016) · Cancer Cell · doi:10.1016/j.ccell.2016.09.003 · Cited by 609 · see citing works
mTOR Kinase Inhibition Causes Feedback-Dependent Biphasic Regulation of AKT Signaling
Rodrik-Outmezguine, V. S., Chandarlapaty, S., Pagano, N. C., Poulikakos, P. I., Scaltriti, M., Moskatel, E., Baselga, J., Guichard, S., & Rosen, N. (2011) · Cancer Discovery · doi:10.1158/2159-8290.cd-11-0085 · Cited by 442 · see citing works
CRISPR knockout screening outperforms shRNA and CRISPRi in identifying essential genes
Evers, B., Jastrzebski, K., Heijmans, J. P. M., Grernrum, W., Beijersbergen, R. L., & Bernards, R. (2016) · Nature Biotechnology · doi:10.1038/nbt.3536 · Cited by 410 · see citing works
Self-citationPeng, T., Golub, T. R., & Sabatini, D. M. (2002) · Molecular and Cellular Biology · doi:10.1128/mcb.22.15.5575-5584.2002 · Cited by 397 · see citing works
Critical pathways in cellular senescence and immortalization revealed by gene expression profiling
Fridman, A. L., & Tainsky, M. A. (2008) · Oncogene · doi:10.1038/onc.2008.213 · Cited by 385 · see citing works
Garcia Fortanet, J., Chen, C. H.-T., Chen, Y.-N. P., Chen, Z., Deng, Z., Firestone, B., Fekkes, P., Fodor, M., Fortin, P. D., Fridrich, C., et al. (2016) · Journal of Medicinal Chemistry · doi:10.1021/acs.jmedchem.6b00680 · Cited by 298 · see citing works
Dauch, D., Rudalska, R., Cossa, G., Nault, J., Kang, T.-W., Wüestefeld, T., Hohmeyer, A., Imbeaud, S., Yevsa, T., Hoenicke, L., et al. (2016) · Nature Medicine · doi:10.1038/nm.4107 · Cited by 274 · see citing works
Georgilis, A., Klotz, S., Hanley, C. J., Herranz, N., Weirich, B., Morancho, B., Leote, A. C., D'Artista, L., Gallage, S., Seehawer, M., et al. (2018) · Cancer Cell · doi:10.1016/j.ccell.2018.06.007 · Cited by 237 · see citing works
Wang, L., Leite de Oliveira, R., Wang, C., Fernandes Neto, J. M., Mainardi, S., Evers, B., Lieftink, C., Morris, B., Jochems, F., Willemsen, L., et al. (2017) · Cell Reports · doi:10.1016/j.celrep.2017.09.085 · Cited by 224 · see citing works
Self-citationTwo-Step Senescence-Focused Cancer Therapies
Sieben, C. J., Sturmlechner, I., van de Sluis, B., & van Deursen, J. M. (2018) · Trends in Cell Biology · doi:10.1016/j.tcb.2018.04.006 · Cited by 222 · see citing works
Keng, V., Villanueva, A., Chiang, D. Y., Dupuy, A., Ryan, B. J., Matīse, I., Silverstein, K. A. T., Sarver, A., Starr, T., Akagi, K., et al. (2009) · Nature Biotechnology · doi:10.1038/nbt.1526 · Cited by 198 · see citing works
Targeting Cell Division Cycle 7 Kinase: A New Approach for Cancer Therapy
Montagnoli, A., Moll, J. K., & Colotta, F. (2010) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-10-0185 · Cited by 122 · see citing works
Flynn, M. J., Sayed, A. A., Sharma, R., Siddique, A., & Pinato, D. J. (2018) · Hepatology · doi:10.1002/hep.30337 · Cited by 93 · see citing works
Discovery of XL413, a potent and selective CDC7 inhibitor
Koltun, E. S., Tsuhako, A. L., Brown, D. S., Aay, N., Arcalas, A., Chan, V., Du, H., Engst, S., Ferguson, K., Franzini, M., et al. (2012) · Bioorganic & Medicinal Chemistry Letters · doi:10.1016/j.bmcl.2012.04.024 · Cited by 87 · see citing works
Digital image analysis improves precision of PD ‐L1 scoring in cutaneous melanoma
Koelzer, V. H., Gisler, A., Hanhart, J., Griss, J., Wagner, S. N., Willi, N., Cathomas, G., Sachs, M., Kempf, W., Thommen, D. S., et al. (2018) · Histopathology · doi:10.1111/his.13528 · Cited by 71 · see citing works
Lin, C., Robert, F., Sukarieh, R., Michnick, S. W., & Pelletier, J. (2010) · Cancer Research · doi:10.1158/0008-5472.can-09-4072 · Cited by 69 · see citing works
A CRISPR screen identifies CDK7 as a therapeutic target in hepatocellular carcinoma
Wang, C., Jin, H., Gao, D., Wang, L., Evers, B., Zheng, X., Jin, G., Lieftink, C., Beijersbergen, R. L., Qin, W., et al. (2018) · Cell Research · doi:10.1038/s41422-018-0020-z · Cited by 61 · see citing works
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Flagged first, then by citations
1 of the 31 references couldn’t be matched to a known paper.
Cited by
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Vogel, A., Meyer, T., Sapisochin, G., Salem, R., & Saborowski, A. (2022) · The Lancet · doi:10.1016/s0140-6736(22)01200-4 · Cited by 2,427 · see citing works
Matthews, H. K., Bertoli, C., & de Bruin, R. A. M. (2022) · Nature Reviews Molecular Cell Biology · doi:10.1038/s41580-021-00404-3 · Cited by 1,506 · see citing works
Senescence and the SASP: many therapeutic avenues
Birch, J., & Gil, J. (2020) · Genes & Development · doi:10.1101/gad.343129.120 · Cited by 1,177 · see citing works
“For example, the SASP produced by preneoplastic hepatocytes recruits immature myeloid cells that inhibit NK cells, therefore contributing to HCC progression (Eggert et al. 2016).”
BackgroundSenolytic CAR T cells reverse senescence-associated pathologies
Amor, C., Feucht, J., Leibold, J., Ho, Y.-J., Zhu, C., Alonso-Curbelo, D., Mansilla-Soto, J., Boyer, J. A., Li, X., Giavridis, T., et al. (2020) · Nature · doi:10.1038/s41586-020-2403-9 · Cited by 1,098 · see citing works
Exploiting senescence for the treatment of cancer
Wang, L., Lankhorst, L., & Bernards, R. (2022) · Nature Reviews Cancer · doi:10.1038/s41568-022-00450-9 · Cited by 867 · see citing works
Self-citationSenescence and cancer — role and therapeutic opportunities
Schmitt, C. A., Wang, B., & Demaria, M. (2022) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-022-00668-4 · Cited by 794 · see citing works
Tumor biomarkers for diagnosis, prognosis and targeted therapy
Zhou, Y., Tao, L., Qiu, J., Xu, J., Yang, X., Zhang, Y., Tian, X., Guan, X., Cen, X., & Zhao, Y. (2024) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-024-01823-2 · Cited by 772 · see citing works
Evolving therapeutic landscape of advanced hepatocellular carcinoma
Yang, C. G., Zhang, H., Zhang, L., Zhu, A. X., Bernards, R., Qin, W., & Wang, C. (2022) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-022-00704-9 · Cited by 740 · see citing works
Self-citationTargeting cell-cycle machinery in cancer
Suski, J. M., Braun, M., Strmiska, V., & Siciński, P. (2021) · Cancer Cell · doi:10.1016/j.ccell.2021.03.010 · Cited by 569 · see citing works
Meta-hallmarks of aging and cancer
López-Otín, C., Pietrocola, F., Roiz-Valle, D., Galluzzi, L., & Kroemer, G. (2023) · Cell Metabolism · doi:10.1016/j.cmet.2022.11.001 · Cited by 529 · see citing works
Senescent Cells in Cancer Therapy: Friends or Foes?
Wang, B., Kohli, J., & Demaria, M. (2020) · Trends in Cancer · doi:10.1016/j.trecan.2020.05.004 · Cited by 508 · see citing works
EGFR activation limits the response of liver cancer to lenvatinib
Jin, H., Shi, Y., Lv, Y., Yuan, S., Ramirez, C. F. A., Lieftink, C., Wang, L., Wang, S., Wang, C., Dias, M. H., et al. (2021) · Nature · doi:10.1038/s41586-021-03741-7 · Cited by 451 · see citing works
Self-citationMacrophages at the interface of the co-evolving cancer ecosystem
Kloosterman, D. J., & Akkari, L. (2023) · Cell · doi:10.1016/j.cell.2023.02.020 · Cited by 436 · see citing works
Self-citationGuidelines for minimal information on cellular senescence experimentation in vivo
Ogrodnik, M., Carlos Acosta, J., Adams, P. D., d’Adda di Fagagna, F., Baker, D. J., Bishop, C. L., Chandra, T., Collado, M., Gil, J., Gorgoulis, V., et al. (2024) · Cell · doi:10.1016/j.cell.2024.05.059 · Cited by 376 · see citing works
Therapy-Induced Senescence: Opportunities to Improve Anticancer Therapy
Prasanna, P. G. S., Citrin, D. E., Hildesheim, J., Ahmed, M. M., Venkatachalam, S., Riscuta, G., Xi, D., Zheng, G., van Deursen, J., Goronzy, J. J., et al. (2021) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/djab064 · Cited by 351 · see citing works
Zhu, G., Tang, Z., Huang, R., Qu, W., Fang, Y., Yang, R., Tao, C., Gao, J., Wu, X., Sun, H., et al. (2023) · Cell Discovery · doi:10.1038/s41421-023-00529-z · Cited by 340 · see citing works
Advances in PET imaging of cancer
Schwenck, J., Sonanini, D., Cotton, J. M., Rammensee, H., la Fougère, C., Zender, L., & Pichler, B. J. (2023) · Nature reviews. Cancer · doi:10.1038/s41568-023-00576-4 · Cited by 322 · see citing works
Ohtani, N. (2022) · Inflammation and Regeneration · doi:10.1186/s41232-022-00197-8 · Cited by 306 · see citing works
A Senescence-Centric View of Aging: Implications for Longevity and Disease
Borghesan, M., Hoogaars, W. M. H., Varela-Eirin, M., Talma, N., & Demaria, M. (2020) · Trends in Cell Biology · doi:10.1016/j.tcb.2020.07.002 · Cited by 267 · see citing works
Yang, C. G., Huang, X., Yan, L., Chen, J., Lv, Y., & Dai, S. (2020) · Briefings in Bioinformatics · doi:10.1093/bib/bbaa164 · Cited by 268 · see citing works
Li, F., Huangyang, P., Burrows, M., Guo, K., Riscal, R., Godfrey, J. T., Lee, K. E., Lin, N., Lee, P., Blair, I. A., et al. (2020) · Nature Cell Biology · doi:10.1038/s41556-020-0511-2 · Cited by 211 · see citing works
Rational Cancer Treatment Combinations: An Urgent Clinical Need
Boshuizen, J., & Peeper, D. S. (2020) · Molecular Cell · doi:10.1016/j.molcel.2020.05.031 · Cited by 216 · see citing works
Ketamine Induces Ferroptosis of Liver Cancer Cells by Targeting lncRNA PVT1/miR-214-3p/GPX4
He, G., Bao, N. T. Y., Wang, S., Xi, M., Zhang, T.-H., & Chen, F. (2021) · Drug Design Development and Therapy · doi:10.2147/dddt.s332847 · Cited by 208 · see citing works
Ge, T., Gu, X., Jia, R., Ge, S., Chai, P., Zhuang, A., & Fan, X. (2022) · 癌症:英文版 · doi:10.1002/cac2.12374 · Cited by 206 · see citing works
The Cancer SENESCopedia: A delineation of cancer cell senescence
Jochems, F., Thijssen, B., De Conti, G., Jansen, R., Pogacar, Z., Groot, K., Wang, L., Schepers, A., Wang, C., Jin, H., et al. (2021) · Cell Reports · doi:10.1016/j.celrep.2021.109441 · Cited by 201 · see citing works
Self-citationCancer drug-tolerant persister cells: from biological questions to clinical opportunities
Russo, M., Chen, M., Mariella, E., Peng, H., Rehman, S. K., Sancho, E., Sogari, A., Toh, T. S., Balaban, N. Q., Batlle, E., et al. (2024) · Nature Reviews Cancer · doi:10.1038/s41568-024-00737-z · Cited by 210 · see citing works
Self-citationRoles of extracellular vesicles in the aging microenvironment and age‐related diseases
Yin, Y., Chen, H., Wang, Y., Zhang, L., & Wang, X. (2021) · Journal of Extracellular Vesicles · doi:10.1002/jev2.12154 · Cited by 199 · see citing works
Saleh, T., Carpenter, V. J., Tyutyunyk‐Massey, L., Murray, G., Leverson, J. D., Souers, A. J., Alotaibi, M. R., Faber, A. C., Reed, J., Harada, H., et al. (2020) · Molecular Oncology · doi:10.1002/1878-0261.12761 · Cited by 190 · see citing works
Senescence as a therapeutic target in cancer and age-related diseases
McHugh, D., Durán, I., & Gil, J. (2024) · Nature Reviews Drug Discovery · doi:10.1038/s41573-024-01074-4 · Cited by 199 · see citing works
Drug-tolerant persister cells in cancer: the cutting edges and future directions
Pu, Y., Li, L., Peng, H., Liu, L., Heymann, D., Robert, C., Vallette, F. M., & Shen, S. (2023) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-023-00815-5 · Cited by 179 · see citing works
The landscape of gene mutations in cirrhosis and hepatocellular carcinoma
Müller, M., Bird, T. G., & Nault, J. (2020) · Journal of Hepatology · doi:10.1016/j.jhep.2020.01.019 · Cited by 178 · see citing works
Cellular Senescence: Molecular Targets, Biomarkers, and Senolytic Drugs
Kudlová, N., Sanctis, J. B. D., & Hajdúch, M. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23084168 · Cited by 176 · see citing works
Chambers, C. R., Ritchie, S., Pereira, B., & Timpson, P. (2021) · Molecular Oncology · doi:10.1002/1878-0261.13042 · Cited by 172 · see citing works
Molecular Characterization of Acquired Resistance to KRASG12C–EGFR Inhibition in Colorectal Cancer
Yaeger, R., Mezzadra, R., Sinopoli, J., Bian, Y., Marasco, M., Kaplun, E., Gao, Y., Zhao, H., Paula, A. D. C., Zhu, Y., et al. (2023) · Cancer Discovery · doi:10.1158/2159-8290.cd-22-0405 · Cited by 144 · see citing works
Senescence as a therapeutically relevant response to CDK4/6 inhibitors
Wagner, V., & Gil, J. (2020) · Oncogene · doi:10.1038/s41388-020-1354-9 · Cited by 148 · see citing works
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
When dormancy fuels tumour relapse
Santos-de-Frutos, K., & Djouder, N. (2021) · Communications Biology · doi:10.1038/s42003-021-02257-0 · Cited by 140 · see citing works
Senescence and the tumor-immune landscape: Implications for cancer immunotherapy
Chibaya, L., Snyder, J. T., & Ruscetti, M. A. (2022) · Seminars in Cancer Biology · doi:10.1016/j.semcancer.2022.02.005 · Cited by 138 · see citing works
Activation of mTOR Signaling Pathway in Hepatocellular Carcinoma
Ferrín, G., Misas, M. G., Amado, V., Rodríguez‐Perálvarez, M., & de la Mata, M. (2020) · International Journal of Molecular Sciences · doi:10.3390/ijms21041266 · Cited by 137 · see citing works
Zheng, C., Zhang, B., Li, Y., Liu, K., Wei, W., Liang, S., Guo, H., Ma, K., Liu, Y., Wang, J., et al. (2023) · Advanced Science · doi:10.1002/advs.202206798 · Cited by 130 · see citing works
Senolytics for Cancer Therapy: Is All that Glitters Really Gold?
Carpenter, V. J., Saleh, T., & Gewirtz, D. A. (2021) · Cancers · doi:10.3390/cancers13040723 · Cited by 124 · see citing works
Chen, Y., Li, L., Lan, J., Cui, Y., Rao, X., Zhao, J., Xing, T., Ju, G., Song, G., Lou, J., et al. (2022) · Molecular Cancer · doi:10.1186/s12943-021-01466-9 · Cited by 126 · see citing works
Gao, Y. J., Hu, Y., Liu, Q., Li, X., Li, X., Kim, C., James, T. D., Li, J., Chen, X., & Guo, Y. (2021) · Angewandte Chemie International Edition · doi:10.1002/anie.202101278 · Cited by 125 · see citing works
Colucci, M., Sarill, M., Maddalena, M., Valdata, A., Troiani, M., Massarotti, M., Bolis, M., Bressan, S., Kohl, A., Robesti, D., et al. (2025) · Cancer Cell · doi:10.1016/j.ccell.2025.05.015 · Cited by 130 · see citing works
Cellular senescence: a double-edged sword in cancer therapy
Xiao, S., Qin, D., Hou, X., Tian, L., Yu, Y., Zhang, R., Lyu, H., Guo, D. S., Chen, X., Zhou, C., et al. (2023) · Frontiers in Oncology · doi:10.3389/fonc.2023.1189015 · Cited by 118 · see citing works
Cell senescence in liver diseases: pathological mechanism and theranostic opportunity
Sanfeliu-Redondo, D., Gibert-Ramos, A., & Gracia-Sancho, J. (2024) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-024-00913-4 · Cited by 117 · see citing works
Reshaping of the tumor microenvironment by cellular senescence: An opportunity for senotherapies
D’Ambrosio, M., & Gil, J. (2023) · Developmental Cell · doi:10.1016/j.devcel.2023.05.010 · Cited by 106 · see citing works
Targeting senescence as an anticancer therapy
Bousset, L., & Gil, J. (2022) · Molecular Oncology · doi:10.1002/1878-0261.13312 · Cited by 108 · see citing works
Fighting Drug Resistance through the Targeting of Drug-Tolerant Persister Cells
De Conti, G., Dias, M. H., & Bernards, R. (2021) · Cancers · doi:10.3390/cancers13051118 · Cited by 111 · see citing works
Self-citationBiological functions of therapy-induced senescence in cancer
Fitsiou, E., Soto-Gamez, A., & Demaria, M. (2021) · Seminars in Cancer Biology · doi:10.1016/j.semcancer.2021.03.021 · Cited by 101 · see citing works
Therapy of Primary Liver Cancer
Feng, M., Pan, Y., Kong, R., & Shu, S. (2020) · The Innovation · doi:10.1016/j.xinn.2020.100032 · Cited by 102 · see citing works
Hu, Y., Xuefeng, Y., Shandong, W., & Jianhua, X. (2020) · Clinica Chimica Acta · doi:10.1016/j.cca.2020.03.024 · Cited by 97 · see citing works
Dolgin, E. (2020) · Nature Biotechnology · doi:10.1038/s41587-020-00750-1 · Cited by 95 · see citing works
Zhang, H., Li, J., Chen, Y., Wu, J., Wang, K., Chen, L., Wang, Y., Jiang, X., Liu, Y., Wu, Y., et al. (2021) · Advanced Materials · doi:10.1002/adma.202100472 · Cited by 96 · see citing works
Liu, H., Zhao, H., & Sun, Y. (2021) · Seminars in Cancer Biology · doi:10.1016/j.semcancer.2021.11.004 · Cited by 96 · see citing works
Beyond Tumor Suppression: Senescence in Cancer Stemness and Tumor Dormancy
Triana-Martínez, F., Loza, M. I., & Domínguez, E. (2020) · Cells · doi:10.3390/cells9020346 · Cited by 96 · see citing works
Karabicici, M., Alptekin, S., Karagonlar, Z. F., & Erdal, E. (2021) · Molecular Oncology · doi:10.1002/1878-0261.12916 · Cited by 92 · see citing works
CDC7-independent G1/S transition revealed by targeted protein degradation
Suski, J. M., Ratnayeke, N., Braun, M., Zhang, T., Strmiska, V., Michowski, W., Can, G., Simoneau, A., Śnioch, K., Cup, M., et al. (2022) · Nature · doi:10.1038/s41586-022-04698-x · Cited by 92 · see citing works
Li, X., Qiu, W., Li, J., Chen, X., Hu, Y., Gao, Y. J., Shi, D., Li, X., Lin, H., Hu, Z., et al. (2020) · Chemical Science · doi:10.1039/d0sc01234c · Cited by 92 · see citing works
Yu, Z., Deng, P., Chen, Y., Liu, S., Chen, J., Yang, Z., Chen, J., Fan, X., Wang, P., Cai, Z., et al. (2021) · Advanced Science · doi:10.1002/advs.202100759 · Cited by 91 · see citing works
Xue, M., Dong, L., Zhang, H., Li, Y., Qiu, K., Zhao, Z., Gao, M., Han, L., Chan, A., Li, W., et al. (2024) · Journal of Hematology & Oncology · doi:10.1186/s13045-024-01526-9 · Cited by 89 · see citing works
Tissue factor is a critical regulator of radiation therapy-induced glioblastoma remodeling
Jeon, H.-M., Kim, J., Cho, H. J., Lee, W. J., Nguyen, D., Kim, S. S., Oh, Y. T., Kim, H., Jung, C., Piñero, G., et al. (2023) · Cancer Cell · doi:10.1016/j.ccell.2023.06.007 · Cited by 89 · see citing works
Zhang, F., Guo, J., Yu, S., Zheng, Y., Duan, M., Zhao, L., Wang, Y., Yang, Z., & Jiang, X. (2024) · 癌症:英文版 · doi:10.1002/cac2.12591 · Cited by 93 · see citing works
Detection of senescence using machine learning algorithms based on nuclear features
Duran, I., Pombo, J., Sun, B., Gallage, S., Kudo, H., McHugh, D., Bousset, L., Barragan Avila, J. E., Forlano, R., Manousou, P., et al. (2024) · Nature Communications · doi:10.1038/s41467-024-45421-w · Cited by 85 · see citing works
Li, F., Liu, P., Mi, W., Li, L., Anderson, N. M., Lesner, N. P., Burrows, M., Plesset, J. B., Majer, A. D., Wang, G., et al. (2024) · Nature Cancer · doi:10.1038/s43018-023-00671-3 · Cited by 88 · see citing works
Co-occurrence and mutual exclusivity: what cross-cancer mutation patterns can tell us
Tekle, G. E., Bernasocchi, T., Unni, A. M., Bertoni, F., Rossi, D., Rubin, M. A., & Theurillat, J.-P. P. (2021) · Trends in cancer · doi:10.1016/j.trecan.2021.04.009 · Cited by 85 · see citing works
Synthetic lethal strategies for the development of cancer therapeutics
Ngoi, N. Y. L., Gallo, D., Torrado, C., Nardo, M., Durocher, D., & Yap, T. A. (2024) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-024-00966-z · Cited by 78 · see citing works
Digital image analysis improves precision of PD ‐L1 scoring in cutaneous melanoma
Koelzer, V. H., Gisler, A., Hanhart, J., Griss, J., Wagner, S. N., Willi, N., Cathomas, G., Sachs, M., Kempf, W., Thommen, D. S., et al. (2018) · Histopathology · doi:10.1111/his.13528 · Cited by 71 · see citing works
Targeting tumor cell senescence and polyploidy as potential therapeutic strategies
Saleh, T., Carpenter, V. J., Bloukh, S., & Gewirtz, D. A. (2020) · Seminars in Cancer Biology · doi:10.1016/j.semcancer.2020.12.010 · Cited by 70 · see citing works
Zhao, B., Wu, B. C., Feng, N., Zhang, X., Zhang, X., Wei, Y., & Zhang, W. (2023) · Journal of Hematology & Oncology · doi:10.1186/s13045-023-01426-4 · Cited by 65 · see citing works
Liu, Y., Lomeli, I., & Kron, S. J. (2024) · Cells · doi:10.3390/cells13151281 · Cited by 72 · see citing works
Wang, H., Yuan, S., Zheng, Q., Zhang, S., Zhang, Q., Ji, S., Wang, W. J., Cao, Y., Guo, Y., Yang, X., et al. (2024) · Gastroenterology · doi:10.1053/j.gastro.2024.01.025 · Cited by 64 · see citing works
Self-citationMa, Y., Chai, N., Jiang, Q., Chang, Z., Chai, Y., Li, X., Sun, H., Hou, J., & Linghu, E. (2020) · Pharmacological Research · doi:10.1016/j.phrs.2020.105071 · Cited by 63 · see citing works
Selective Vulnerability of Senescent Glioblastoma Cells to BCL-XL Inhibition
Rahman, M., Olson, I., Mansour, M. A., Carlstrom, L. P., Sutiwisesak, R., Saber, R., Rajani, K. R., Warrington, A. E., Howard, A., Schroeder, M. A., et al. (2022) · Molecular Cancer Research · doi:10.1158/1541-7786.mcr-21-0029 · Cited by 63 · see citing works
cFLIP suppression and DR5 activation sensitize senescent cancer cells to senolysis
Wang, L., Jin, H., Jochems, F., Wang, S., Lieftink, C., Martinez, I. M., Conti, G. D., Edwards, F., de Oliveira, R. L., Schepers, A. G., et al. (2022) · Nature Cancer · doi:10.1038/s43018-022-00462-2 · Cited by 63 · see citing works
Self-citationWang, K., Jiang, X., Jiang, Y., Liu, J., Du, Y., Zhang, Z., Li, Y., Zhao, X., Li, J., & Zhang, R. (2023) · Journal of Experimental & Clinical Cancer Research · doi:10.1186/s13046-023-02855-2 · Cited by 63 · see citing works
Malaquin, N., Vancayseele, A., Gilbert, S., Antenor-Habazac, L., Olivier, M., Brahem, Z. A. A., Fred Saad, C., Delouya, G., & Rodier, F. (2020) · Cells · doi:10.3390/cells9071593 · Cited by 60 · see citing works
Cellular Senescence in Liver Disease and Regeneration
Ferreira-González, S., Rodrigo‐Torres, D., Gadd, V. L., & Forbes, S. J. (2021) · Seminars in Liver Disease · doi:10.1055/s-0040-1722262 · Cited by 58 · see citing works
Senescence under appraisal: hopes and challenges revisited
Davan-Wetton, C. S. A., Pessolano, E., Perretti, M., & Montero‐Melendez, T. (2021) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-020-03746-x · Cited by 59 · see citing works
The therapeutic landscape of hepatocellular carcinoma
Gallage, S., Beccaria, M. G., Szydlowska, M., Rahbari, M., Mohr, R. U., Tacke, F., & Heikenwälder, M. F. (2021) · Med · doi:10.1016/j.medj.2021.03.002 · Cited by 57 · see citing works
Sauer, S. J., Reed, D. R., Ihnat, M. A., Hurst, R. E., Warshawsky, D., & Barkan, D. (2021) · Frontiers in Oncology · doi:10.3389/fonc.2021.659963 · Cited by 57 · see citing works
Exploring liver cancer biology through functional genetic screens
Wang, C., Cao, Y., Yang, C. G., Bernards, R., & Qin, W. (2021) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/s41575-021-00465-x · Cited by 58 · see citing works
Self-citationCarpenter, V. J., Saleh, T., Lee, S. M., Murray, G. F., Reed, J. C., Souers, A. J., Faber, A. C., Harada, H., & Gewirtz, D. A. (2021) · Biochemical Pharmacology · doi:10.1016/j.bcp.2021.114765 · Cited by 56 · see citing works
Trustworthy multi-phase liver tumor segmentation via evidence-based uncertainty
Hu, C., Xia, T., Cui, Y., Zou, Q., Wang, Y., Xiao, W., Ju, S., & Li, X. (2024) · Engineering Applications of Artificial Intelligence · doi:10.1016/j.engappai.2024.108289 · Cited by 53 · see citing works
Oxidative stress and cellular senescence: Roles in tumor progression and therapeutic opportunities
Jin, P., Feng, X., Huang, C., Li, J., Wang, H. Z., Wang, X., Li, L., & Ma, L. (2024) · MedComm – Oncology · doi:10.1002/mog2.70007 · Cited by 57 · see citing works
Luo, J., Sun, T., Liu, Z., Liu, Y., Liu, J., Wang, S., Shi, X., & Zhou, H. (2025) · International Journal of Oral Science · doi:10.1038/s41368-025-00380-w · Cited by 56 · see citing works
Zheng, K., Ma, J., Wang, Y., He, Z., & Deng, K. (2020) · Molecular Nutrition & Food Research · doi:10.1002/mnfr.201901231 · Cited by 51 · see citing works
Senescent cells in cancer therapy: why and how to remove them
Zhang, J., Zhang, D., & Yu, B. (2021) · Cancer Letters · doi:10.1016/j.canlet.2021.07.002 · Cited by 50 · see citing works
Lv, X., Yu, H., Zhang, Q., Huang, Y., Hong, X., Yu, T., Lan, H., Mei, C., Zhang, W., Luo, H., et al. (2020) · Journal of Cellular and Molecular Medicine · doi:10.1111/jcmm.15693 · Cited by 50 · see citing works
Liu, P., Tang, Q., Chen, M., Chen, W., Lu, Y., Liu, Z., & He, Z. (2020) · Frontiers in Oncology · doi:10.3389/fonc.2020.589908 · Cited by 49 · see citing works
Inhibition of CK1ε potentiates the therapeutic efficacy of CDK4/6 inhibitor in breast cancer
Dang, F., Nie, L., Zhou, J. R., Shimizu, K., Chu, C., Wu, Z., Fassl, A., Ke, S., Wang, Y., Zhang, J., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-25700-6 · Cited by 49 · see citing works
Du, M., Sun, L., Guo, J. J., & Lv, H. (2024) · Pharmacological Research · doi:10.1016/j.phrs.2024.107198 · Cited by 49 · see citing works
Nutrient-delivery and metabolism reactivation therapy for melanoma
Chen, Y., Wang, C., Wu, Y., Wang, Y., Meng, Y. F., Wu, F., Zhang, H., Cheng, Y. Y., Jiang, X., Shi, J., et al. (2024) · Nature Nanotechnology · doi:10.1038/s41565-024-01690-6 · Cited by 48 · see citing works
Self-citationThinking Differently about Cancer Treatment Regimens
Settleman, J., Neto, J. M. F., & Bernards, R. (2021) · Cancer Discovery · doi:10.1158/2159-8290.cd-20-1187 · Cited by 48 · see citing works
Self-citationDalisay, D. S., Tenebro, C. P., Sabido, E. M., Suarez, A. F. L., Paderog, M. J. V., Reyes-Salarda, R., & Saludes, J. P. (2024) · Marine Drugs · doi:10.3390/md22030114 · Cited by 47 · see citing works
The paradox of senescent-marker positive cancer cells: challenges and opportunities
O’Sullivan, E. A., Wallis, R., Mossa, F., & Bishop, C. L. (2024) · npj Aging · doi:10.1038/s41514-024-00168-y · Cited by 49 · see citing works
Chen, D., Wang, J., Li, Y., Xu, C., Meng, F., Zhang, P., & Liu, L. (2023) · Clinical and Translational Medicine · doi:10.1002/ctm2.1418 · Cited by 45 · see citing works
Hu, F., Zhang, R., Guo, W., Yan, T., He, X., Hu, F., Ren, F., Ma, X., Lei, J., & Zheng, W. (2020) · Molecular Pharmaceutics · doi:10.1021/acs.molpharmaceut.0c00321 · Cited by 46 · see citing works
González-Meljem, J. M., & Martı́nez-Barberá, J. P. (2021) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-021-03798-7 · Cited by 47 · see citing works
Cotargeting CDK4/6 and BRD4 Promotes Senescence and Ferroptosis Sensitivity in Cancer
Zhu, X., Fu, Z., Dutchak, K., Arabzadeh, A., Milette, S., Steinberger, J., Morin, G., Monast, A., Pilon, V., Kong, T., et al. (2024) · Cancer Research · doi:10.1158/0008-5472.can-23-1749 · Cited by 45 · see citing works
- Authors
- Wang, C., Vegna, S., Jin, H., Benedict, B., Lieftink, C., Ramirez, C., de Oliveira, R. L., Morris, B., Gadiot, J., Wang, W., du Chatinier, A., Wang, L., Gao, D., Evers, B., Jin, G., Xue, Z., Schepers, A., Jochems, F., Sanchez, A. M., Mainardi, S., te Riele, H., Beijersbergen, R. L., Qin, W., Akkari, L., & Bernards, R.
- Affiliations
- Shanghai Jiao Tong University (CN)
- The Netherlands Cancer Institute (NL)
- Fudan University (CN)
- Corresponding author
- Qin, Wenxin
- Akkari, Leila
- Bernards, René
- ORCID
- Venue
- Nature
- Published
- 2019-10-02
- Volume
- 574
- Issue
- 7777
- Pages
- 268-272
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC6858884
- OpenAlex
- W2977409903
- Cited by
- 427
- References
- 31
- Citations by year
- 2026: 29 · 2025: 51 · 2024: 85 · 2023: 64 · 2022: 66 · 2021: 67 · 2020: 63 · 2018: 1 · 2012: 1
- FWCI
- 33.96
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Health Sciences › Medicine › Physiology › Telomeres, Telomerase, and Senescence
- Health Sciences › Medicine › Hepatology › Hepatocellular Carcinoma Treatment and Prognosis
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › PI3K/AKT/mTOR signaling in cancer
- Keywords
- hepatocellular carcinoma, liver cancer, senescence, senolysis, TP53 mutation, sertraline, mTOR signaling, apoptosis, drug combination therapy, kinome screen, antidepressant repurposing
- MeSH terms
- Animals, Disease Models, Animal, Female, Liver Neoplasms, Male, Mice, Inbred BALB C, Mutation, Signal Transduction, Tumor Suppressor Protein p53, Cellular Senescence, Apoptosis, Protein Serine-Threonine Kinases, Cell Cycle Proteins, Sertraline, Cell Line, Tumor, Mice, TOR Serine-Threonine Kinases, Molecular Targeted Therapy
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