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Mst1 and Mst2 Maintain Hepatocyte Quiescence and Suppress Hepatocellular Carcinoma Development through Inactivation of the Yap1 Oncogene
Open accessAbstract
Hippo-Lats-Yorkie signaling regulates tissue overgrowth and tumorigenesis in Drosophila. We show that the Mst1 and Mst2 protein kinases, the mammalian Hippo orthologs, are cleaved and constitutively activated in the mouse liver. Combined Mst1/2 deficiency in the liver results in loss of inhibitory Ser127 phosphorylation of the Yorkie ortholog, Yap1, massive overgrowth, and hepatocellular carcinoma (HCC). Reexpression of Mst1 in HCC-derived cell lines promotes Yap1 Ser127 phosphorylation and inactivation, and abrogates their tumorigenicity. Notably, Mst1/2 inactivates Yap1 in liver through an intermediary kinase distinct from Lats1/2. Approximately 30% of human HCCs show low Yap1(Ser127) phosphorylation and a majority exhibit loss of cleaved, activated Mst1. Mst1/2 inhibition of Yap1 is an important pathway for tumor suppression in liver relevant to human HCC. Significance The pathways that regulate quiescence and tumor suppression in the liver have not been fully elucidated. We show that the Mst1 and Mst2 kinases are tumor suppressors and regulators of liver size in adults and that negative regulation of the transcriptional coactivator, Yap1, is central to Mst1/2 tumor suppressor function. Loss of both Mst1 and Mst2 is sufficient to initiate hepatocyte proliferation, resulting in dramatic liver overgrowth, resistance to pro-apoptotic stimuli, and the development of HCC. Mst1 and Mst2 promote phosphorylation of Yap1 and thereby suppress its oncogenic activity. Mst1/2 regulation of Yap1 is tissue-specific and, in the liver, involves an Mst1/2-regulated Yap1 kinase distinct from Lats1/2. Significantly, the Mst-Yap1 pathway is disrupted in a substantial fraction of human HCCs.
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Citations
Cites
Zhao, B., Wei, X., Li, W., Udan, R. S., Yang, Q., Kim, J., Xie, J., Ikenoue, T., Yu, J., Li, L., et al. (2007) · Genes & Development · doi:10.1101/gad.1602907 · Cited by 3,092
YAP1 increases organ size and expands undifferentiated progenitor cells
Camargo, F. D., Gokhale, S., Johnnidis, J. B., Fu, D., Bell, G. W., Jaenisch, R., & Brummelkamp, T. R. (2007) · Current Biology · doi:10.1016/j.cub.2007.10.039 · Cited by 1,252
The Ste20-like kinase Mst2 activates the human large tumor suppressor kinase Lats1
Chan, E. H. Y., Nousiainen, M., Chalamalasetty, R. B., Schäfer, A., Nigg, E. A., & Silljé, H. H. W. (2005) · Oncogene · doi:10.1038/sj.onc.1208445 · Cited by 584
The pro‐apoptotic kinase Mst1 and its caspase cleavage products are direct inhibitors of Akt1
Cinar, B., Fang, P., Lutchman, M., Di Vizio, D., Adam, R. M., Pavlova, N., Rubin, M. A., Yelick, P. C., & Freeman, M. R. (2007) · The EMBO Journal · doi:10.1038/sj.emboj.7601872 · Cited by 136
Cited by
Hippo pathway in organ size control, tissue homeostasis, and cancer
Yu, F.-X., Zhao, B., & Guan, K.-L. (2015) · Cell · doi:10.1016/j.cell.2015.10.044 · Cited by 2,206
YAP/TAZ at the Roots of Cancer
Zanconato, F., Cordenonsi, M., & Piccolo, S. (2016) · Cancer Cell · doi:10.1016/j.ccell.2016.05.005 · Cited by 1,970
Mechanisms of Hippo pathway regulation
Meng, Z., Moroishi, T., & Guan, K.-L. (2016) · Genes & Development · doi:10.1101/gad.274027.115 · Cited by 1,667
Aragona, M., Panciera, T., Manfrin, A., Giulitti, S., Michielin, F., Elvassore, N., Dupont, S., & Piccolo, S. (2013) · Cell · doi:10.1016/j.cell.2013.07.042 · Cited by 1,651
Regulation of the Hippo-YAP Pathway by G-Protein-Coupled Receptor Signaling
Yu, F.-X., Zhao, B., Panupinthu, N., Jewell, J. L., Lian, I., Wang, L. H., Zhao, J., Yuan, H., Tumaneng, K., Li, H., et al. (2012) · Cell · doi:10.1016/j.cell.2012.06.037 · Cited by 1,628
Liu-Chittenden, Y., Huang, B., Shim, J. S., Chen, Q., Lee, S.-J., Anders, R. A., Liu, J. O., & Pan, D. (2012) · Genes & Development · doi:10.1101/gad.192856.112 · Cited by 1,452
The Hippo pathway: regulators and regulations.
Yu, F.-X., & Guan, K.-L. (2013) · Genes & Development · doi:10.1101/gad.210773.112 · Cited by 1,231
The Hippo pathway in organ size control, tissue regeneration and stem cell self-renewal
Zhao, B., Tumaneng, K., & Guan, K.-L. (2011) · Nature Cell Biology · doi:10.1038/ncb2303 · Cited by 1,205
Yap1 acts downstream of α-catenin to control epidermal proliferation
Schlegelmilch, K., Mohseni, M., Kirak, O., Pruszak, J., Rodriguez, J. R., Zhou, D., Kreger, B. T., Vasioukhin, V., Avruch, J., Brummelkamp, T. R., et al. (2011) · Cell · doi:10.1016/j.cell.2011.02.031 · Cited by 1,036
Self-citationTransduction of mechanical and cytoskeletal cues by YAP and TAZ
Halder, G., Dupont, S., & Piccolo, S. (2012) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm3416 · Cited by 985
Hippo–YAP/TAZ signalling in organ regeneration and regenerative medicine
Moya, I. M., & Halder, G. (2019) · Nature Reviews Molecular Cell Biology · doi:10.1038/s41580-018-0086-y · Cited by 981
The Hippo Signaling Pathway in Development and Disease
Zheng, Y., & Pan, D. (2019) · Developmental Cell · doi:10.1016/j.devcel.2019.06.003 · Cited by 867
Targeting the Hippo pathway in cancer, fibrosis, wound healing and regenerative medicine
Dey, A., Varelas, X., & Guan, K.-L. (2020) · Nature Reviews Drug Discovery · doi:10.1038/s41573-020-0070-z · Cited by 860
Hippo Pathway Activity Influences Liver Cell Fate
Yimlamai, D., Christodoulou, C., Galli, G. G., Yanger, K., Pepe-Mooney, B., Gurung, B., Shrestha, K., Cahan, P., Stanger, B. Z., & Camargo, F. D. (2014) · Cell · doi:10.1016/j.cell.2014.03.060 · Cited by 857
Zhang, N., Bai, H., David, K. K., Dong, J., Zheng, Y., Cai, J., Giovannini, M., Liu, P., Anders, R. A., & Pan, D. (2010) · Developmental Cell · doi:10.1016/j.devcel.2010.06.015 · Cited by 804
β-Catenin-Driven Cancers Require a YAP1 Transcriptional Complex for Survival and Tumorigenesis
Rosenbluh, J., Nijhawan, D., Cox, A. G., Li, X., Neal, J. T., Schafer, E. J., Zack, T. I., Wang, X., Tsherniak, A., Schinzel, A. C., et al. (2012) · Cell · doi:10.1016/j.cell.2012.11.026 · Cited by 757
The Hippo pathway effectors TAZ and YAP in development, homeostasis and disease
Varelas, X. (2014) · Development · doi:10.1242/dev.102376 · Cited by 665
Cellular energy stress induces AMPK-mediated regulation of YAP and the Hippo pathway
Mo, J.-S., Meng, Z., Kim, Y. C., Park, H. W., Hansen, C. G., Kim, S., Lim, D.-S., & Guan, K.-L. (2015) · Nature Cell Biology · doi:10.1038/ncb3111 · Cited by 557
Comprehensive Molecular Characterization of the Hippo Signaling Pathway in Cancer
Wang, Y., Xu, X., Maglic, D., Dill, M. T., Mojumdar, K., Ng, P. K.-S., Jeong, K. J., Tsang, Y. H., Moreno, D., Bhavana, V. H., et al. (2018) · Cell Reports · doi:10.1016/j.celrep.2018.10.001 · Cited by 500
Self-citationChen, Y., Ramjiawan, R. R., Reiberger, T., Ng, M. R., Hato, T., Huang, Y., Ochiai, H., Kitahara, S., Unan, E. C., Reddy, T. P., et al. (2015) · Hepatology · doi:10.1002/hep.27665 · Cited by 451
Self-citationYAP mediates crosstalk between the Hippo and PI(3)K–TOR pathways by suppressing PTEN via miR-29
Tumaneng, K., Schlegelmilch, K., Russell, R. C., Yimlamai, D., Basnet, H., Mahadevan, N., Fitamant, J., Bardeesy, N., Camargo, F. D., & Guan, K.-L. (2012) · Nature Cell Biology · doi:10.1038/ncb2615 · Cited by 453
Self-citationHepatostat: Liver regeneration and normal liver tissue maintenance
Michalopoulos, G. K. (2017) · Hepatology · doi:10.1002/hep.28988 · Cited by 444
The Hippo pathway effector YAP controls mouse hepatic stellate cell activation
Mannaerts, I., Leite, S. B., Verhulst, S., Claerhout, S., Eysackers, N., Thoen, L. F. R., Hoorens, A., Reynaert, H., Halder, G., & van Grunsven, L. A. (2015) · Journal of Hepatology · doi:10.1016/j.jhep.2015.04.011 · Cited by 410
Zhang, W., Nandakumar, N., Shi, Y., Manzano, M., Smith, A., Graham, G., Gupta, S., Vietsch, E. E., Laughlin, S. Z., Wadhwa, M., et al. (2014) · Science Signaling · doi:10.1126/scisignal.2005049 · Cited by 360
Tschaharganeh, D. F., Chen, X., Latzko, P., Malz, M., Gaida, M. M., Felix, K., Ladu, S., Singer, S., Pinna, F., Gretz, N., et al. (2013) · Gastroenterology · doi:10.1053/j.gastro.2013.02.009 · Cited by 326
“Our results confirm previous reports that dysregulation of the Hippo pathway, as evidenced by YAP overexpression or inactivation of pathway constituents (e.g., 19 Mst1), occurs in 50 to 70% of HCCs.3,5,11 Also, functional studies have revealed oncogenic properties for nuclear YAP.6 However, the role of the Notch pathw…”
InfluentialThe phenotype of human STK4 deficiency
Abdollahpour, H., Appaswamy, G., Kotlarz, D., Diestelhorst, J., Beier, R., Schäffer, A. A., Gertz, E. M., Schambach, A., Kreipe, H. H., Pfeifer, D., et al. (2012) · Blood · doi:10.1182/blood-2011-09-378158 · Cited by 325
DeRan, M., Yang, J., Shen, C.-H., Peters, E. C., Fitamant, J., Chan, P., Hsieh, M., Zhu, S., Asara, J. M., Zheng, B., et al. (2014) · Cell Reports · doi:10.1016/j.celrep.2014.09.036 · Cited by 316
“We tested whether energy stress would block the proliferation of HCC cells isolated from liver-specific Mst1 / Mst2 / mice (Zhou et al., 2009).”
Self-citationA genetic screen identifies an LKB1–MARK signalling axis controlling the Hippo–YAP pathway
Mohseni, M., Sun, J., Lau, A., Curtis, S., Goldsmith, J., Fox, V. L., Wei, C., Frazier, M., Samson, O., Wong, K.-K., et al. (2014) · Nature Cell Biology · doi:10.1038/ncb2884 · Cited by 294
Geng, J., Shi, Y., Zhang, J., Yang, B., Wang, P., Yuan, W., Zhao, H., Li, J., Qin, F., Hong, L., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-23683-y · Cited by 290
Self-citationYAP Drives Growth by Controlling Transcriptional Pause Release from Dynamic Enhancers
Galli, G. G., Carrara, M., Yuan, W.-C., Valdes-Quezada, C., Gurung, B., Pepe-Mooney, B., Zhang, T., Geeven, G., Gray, N. S., de Laat, W., et al. (2015) · Molecular Cell · doi:10.1016/j.molcel.2015.09.001 · Cited by 290
Geng, J., Sun, X., Wang, P., Zhang, S., Wang, X., Wu, H., Hong, L., Xie, C., Li, X., Zhao, H., et al. (2015) · Nature Immunology · doi:10.1038/ni.3268 · Cited by 264
Self-citationDel Re, D. P., Yang, Y., Nakano, N., Cho, J., Zhai, P., Yamamoto, T., Zhang, N., Yabuta, N., Nojima, H., Pan, D., et al. (2013) · Journal of Biological Chemistry · doi:10.1074/jbc.m112.436311 · Cited by 249
YAP-Induced PD-L1 Expression Drives Immune Evasion in BRAFi-Resistant Melanoma
Kim, M. H., Kim, C. G., Kim, S.-K., Shin, S. J., Choe, E. A., Park, S.-H., Shin, E.-C., & Kim, J. (2018) · Cancer Immunology Research · doi:10.1158/2326-6066.cir-17-0320 · Cited by 241
YAP Inhibition Restores Hepatocyte Differentiation in Advanced HCC, Leading to Tumor Regression
Fitamant, J., Kottakis, F., Benhamouche, S., Tian, H. S., Chuvin, N., Parachoniak, C. A., Nagle, J. M., Perera, R. M., Lapouge, M., Deshpande, V., et al. (2015) · Cell Reports · doi:10.1016/j.celrep.2015.02.027 · Cited by 248
Self-citationHippo signaling interactions with Wnt/β-catenin and Notch signaling repress liver tumorigenesis
Kim, W., Khan, S. K., Gvozdenovic-Jeremic, J., Kim, Y., Dahlman, J., Kim, H., Park, O., Ishitani, T., Jho, E.-H., Gao, B., et al. (2016) · Journal of Clinical Investigation · doi:10.1172/jci88486 · Cited by 244
Molecular Pathogenesis of Pancreatic Cancer
Grant, T. J., Hua, K., & Singh, A. (2016) · Progress in Molecular Biology and Translational Science · doi:10.1016/bs.pmbts.2016.09.008 · Cited by 237
Barry, E. R., & Camargo, F. D. (2013) · Current Opinion in Cell Biology · doi:10.1016/j.ceb.2012.12.006 · Cited by 214
Insights into recent findings and clinical application of YAP and TAZ in cancer
Franklin, J. M., Wu, Z., & Guan, K.-L. (2023) · Nature Reviews Cancer · doi:10.1038/s41568-023-00579-1 · Cited by 213
Hansen, C. G., Ng, Y. L. D., Lam, W.-L. M., Plouffe, S. W., & Guan, K.-L. (2015) · Cell Research · doi:10.1038/cr.2015.140 · Cited by 212
Bile Acids Activate YAP to Promote Liver Carcinogenesis
Anakk, S., Bhosale, M., Schmidt, V. A., Johnson, R. L., Finegold, M. J., & Moore, D. D. (2013) · Cell Reports · doi:10.1016/j.celrep.2013.10.030 · Cited by 196
Lee, D.-H., Park, J. O., Kim, T.-S., Kim, S.-K., Kim, T.-H., Kim, M.-C., Park, G. S., Kim, J.-H., Kuninaka, S., Olson, E. N., et al. (2016) · Nature Communications · doi:10.1038/ncomms11961 · Cited by 196
Self-citationZhang, H., Ramakrishnan, S. K., Triner, D., Centofanti, B., Maitra, D., Győrffy, B., Sebolt-Leopold, J. S., Dame, M. K., Varani, J., Brenner, D. E., et al. (2015) · Science Signaling · doi:10.1126/scisignal.aac5418 · Cited by 196
KIBRA Regulates Hippo Signaling Activity via Interactions with Large Tumor Suppressor Kinases
Xiao, L., Chen, Y., Ji, M., & Dong, J. (2011) · Journal of Biological Chemistry · doi:10.1074/jbc.m110.173468 · Cited by 190
Hippo pathway coactivators Yap and Taz are required to coordinate mammalian liver regeneration
Lu, L., Finegold, M. J., & Johnson, R. L. (2018) · Experimental & Molecular Medicine · doi:10.1038/emm.2017.205 · Cited by 190
Genetics of primary sclerosing cholangitis and pathophysiological implications
Jiang, X., & Karlsen, T. H. (2017) · Nature Reviews Gastroenterology & Hepatology · doi:10.1038/nrgastro.2016.154 · Cited by 155
Molecular mechanisms in liver repair and regeneration: from physiology to therapeutics
Ma, X., Huang, T., Chen, X., Li, Q., Liao, M., Fu, L., Huang, J., Yuan, K., Wang, Z., & Zeng, Y. (2025) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-024-02104-8 · Cited by 133
Alveolar rhabdomyosarcoma–associated PAX3-FOXO1 promotes tumorigenesis via Hippo pathway suppression
Crose, L. E. S., Galindo, K. A., Kephart, J. G., Chen, C., Fitamant, J., Bardeesy, N., Bentley, R. C., Galindo, R. L., Ashley Chi, J.-T., & Linardic, C. M. (2014) · Journal of Clinical Investigation · doi:10.1172/jci67087 · Cited by 124
Self-citationTargeting acid ceramidase inhibits YAP/TAZ signaling to reduce fibrosis in mice
Alsamman, S., Christenson, S. A., Yu, A., Ayad, N. M. E., Mooring, M. S., Segal, J. M., Hu, J. K.-H., Schaub, J. R., Ho, S. S., Rao, V., et al. (2020) · Science Translational Medicine · doi:10.1126/scitranslmed.aay8798 · Cited by 122
The Angiomotins – From discovery to function
Moleirinho, S., Guerrant, W., & Kissil, J. L. (2014) · FEBS Letters · doi:10.1016/j.febslet.2014.02.006 · Cited by 112
HMGB1 links chronic liver injury to progenitor responses and hepatocarcinogenesis
Hernandez, C., Huebener, P., Pradere, J.-P., Antoine, D. J., Friedman, R. A., & Schwabe, R. F. (2018) · Journal of Clinical Investigation · doi:10.1172/jci91786 · Cited by 110
Song, K., Kwon, H., Han, C., Chen, W., Zhang, J., Ma, W., Dash, S., Gandhi, C. R., & Wu, T. (2020) · Hepatology · doi:10.1002/hep.30990 · Cited by 110
Intersection of Hippo/YAP and Wnt/β-catenin signaling pathways
Konsavage, W. M., & Yochum, G. S. (2013) · Acta Biochimica et Biophysica Sinica · doi:10.1093/abbs/gms084 · Cited by 94
Kowalik, M. A., Saliba, C., Pibiri, M., Perra, A., Ledda-Columbano, G. M., Sarotto, I., Ghiso, E., Giordano, S., & Columbano, A. (2011) · Hepatology · doi:10.1002/hep.24289 · Cited by 86
F-actin dynamics regulates mammalian organ growth and cell fate maintenance
Pocaterra, A., Santinon, G., Romani, P., Brian, I., Dimitracopoulos, A., Ghisleni, A., Carnicer-Lombarte, A., Forcato, M., Braghetta, P., Montagner, M., et al. (2019) · Journal of Hepatology · doi:10.1016/j.jhep.2019.02.022 · Cited by 84
The alteration of Hippo/YAP signaling in the development of hypertrophic cardiomyopathy
Wang, P., Mao, B., Luo, W., Wei, B., Jiang, W., Liu, D., Song, L., Ji, G., Yang, Z., Lai, Y.-Q., et al. (2014) · Basic Research in Cardiology · doi:10.1007/s00395-014-0435-8 · Cited by 83
Covalent disruptor of YAP-TEAD association suppresses defective Hippo signaling
Fan, M., Lu, W., Che, J., Kwiatkowski, N. P., Gao, Y., Seo, H.-S., Ficarro, S. B., Gokhale, P. C., Liu, Y., Geffken, E. A., et al. (2022) · eLife · doi:10.7554/elife.78810 · Cited by 68
Loss of DLG5 promotes breast cancer malignancy by inhibiting the Hippo signaling pathway
Liu, J., Li, J., Li, P., Wang, Y., Liang, Z., Jiang, Y., Li, J., Feng, C., Wang, R., Chen, H., et al. (2017) · Scientific Reports · doi:10.1038/srep42125 · Cited by 61
The hippo pathway: A master regulator of liver metabolism, regeneration, and disease
Nguyen‐Lefebvre, A. T., Selzner, N., Wrana, J. L., & Bhat, M. (2021) · The FASEB Journal · doi:10.1096/fj.202002284rr · Cited by 58
Manco, R., Leclercq, I. A., & Clerbaux, L.-A. (2018) · International Journal of Molecular Sciences · doi:10.3390/ijms19124115 · Cited by 36
Kim, A. R., I1 Park, J., Oh, H. T., Kim, K. M., Hwang, J., Jeong, M. G., Kim, E., Hwang, E. S., & Hong, J. (2019) · The FASEB Journal · doi:10.1096/fj.201801256rr · Cited by 35
Gu, Y., Ding, C., Yu, T., Liu, B., Tang, W., Wang, Z., Tang, X., Liang, G., Peng, J., Zhang, X., et al. (2024) · Cancer Science · doi:10.1111/cas.16091 · Cited by 32
“10 Inactivation of MST1/2 in the liver is associated with a decrease in YAP phosphorylation and an increase in the nuclear localization and protein expression of YAP.”
BackgroundYang, R., Kong, E., Jin, J., Hergovich, A., & Püschel, A. W. (2014) · Journal of Cell Science · doi:10.1242/jcs.146696 · Cited by 25
Yang, S., Xu, W., Liu, C., Jin, J., Li, X., Jiang, Y., Zhang, L., Meng, X., Zhan, J., & Zhang, H. (2022) · Science China Life Sciences · doi:10.1007/s11427-020-1914-3 · Cited by 24
YAP transcriptionally regulates ErbB2 to promote liver cell proliferation
Wang, E. Y., Cheng, J.-C., Thakur, A., Yi, Y., Tsai, S.-H., & Hoodless, P. A. (2018) · Biochimica et Biophysica Acta (BBA) - Gene Regulatory Mechanisms · doi:10.1016/j.bbagrm.2018.07.004 · Cited by 24
Signalling pathways and transcriptional regulators orchestrating liver development and cancer
Campbell, S. A., Stephan, T. L., Lotto, J., Cullum, R., Drissler, S., & Hoodless, P. A. (2021) · Development · doi:10.1242/dev.199814 · Cited by 22
Bhushan, B., Molina, L., Koral, K., Stoops, J. W., Mars, W. M., Banerjee, S., Orr, A., Paranjpe, S., Monga, S. P., Locker, J., et al. (2021) · Hepatology · doi:10.1002/hep.31521 · Cited by 20
Expression patterns of Yes-associated protein 1 in the developing mouse liver
Wei, W., Lotto, J., & Hoodless, P. A. (2018) · Gene Expression Patterns · doi:10.1016/j.gep.2018.04.003 · Cited by 3
Metadata
- Authors
- Zhou, D., Conrad, C., Xia, F., Park, J.-S., Payer, B., Yin, Y., Lauwers, G. Y., Thasler, W., Lee, J. T., Avruch, J., & Bardeesy, N.
- Venue
- Cancer Cell
- Publisher
- Elsevier BV
- Published
- 2009-11
- Volume
- 16
- Issue
- 5
- Pages
- 425-438
- ISSN
- 1535-6108 (ISSN-L)
- OpenAlex
- W1963927300
- Cited by
- 913
- References
- 4
- FWCI
- 16.76
- Type
- journal article
- Language
- en
- Open access
- bronze
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