Genomic deletion of malic enzyme 2 confers collateral lethality in pancreatic cancer
Open accessAbstract
The genome of pancreatic ductal adenocarcinoma (PDAC) frequently contains deletions of tumour suppressor gene loci, most notably SMAD4, which is homozygously deleted in nearly one-third of cases. As loss of neighbouring housekeeping genes can confer collateral lethality, we sought to determine whether loss of the metabolic gene malic enzyme 2 (ME2) in the SMAD4 locus would create cancer-specific metabolic vulnerability upon targeting of its paralogous isoform ME3. The mitochondrial malic enzymes (ME2 and ME3) are oxidative decarboxylases that catalyse the conversion of malate to pyruvate and are essential for NADPH regeneration and reactive oxygen species homeostasis. Here we show that ME3 depletion selectively kills ME2-null PDAC cells in a manner consistent with an essential function for ME3 in ME2-null cancer cells. Mechanistically, integrated metabolomic and molecular investigation of cells deficient in mitochondrial malic enzymes revealed diminished NADPH production and consequent high levels of reactive oxygen species. These changes activate AMP activated protein kinase (AMPK), which in turn directly suppresses sterol regulatory element-binding protein 1 (SREBP1)-directed transcription of its direct targets including the BCAT2 branched-chain amino acid transaminase 2) gene. BCAT2 catalyses the transfer of the amino group from branched-chain amino acids to α-ketoglutarate (α-KG) thereby regenerating glutamate, which functions in part to support de novo nucleotide synthesis. Thus, mitochondrial malic enzyme deficiency, which results in impaired NADPH production, provides a prime 'collateral lethality' therapeutic strategy for the treatment of a substantial fraction of patients diagnosed with this intractable disease.
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PDAC cells with homozygous deletion of SMAD4 often lose ME2 due to chromosomal proximity; targeting ME3 impairs tumor proliferation of PDAC xenografts lacking ME2 but has no effect on tumors with intact ME2.
“Pancreatic ductal adenocarcinoma (PDAC) cells exhibiting homozygous deletion of the tumor suppressor SMAD4 often lose malic enzyme 2 (ME2) expression due to the chromosomal proximity of the two genes. Targeting the malic enzyme 3 (ME3) isoform was found to impair tumor proliferation of PDAC xenografts lacking ME2 expression, but had no effect on tumors with intact ME2 (Dey et al., 2017).”
From Targeting Metabolism for Cancer Therapy (2017) · cites this paper as Dey et al., 2017
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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
Trapnell, C., Roberts, A., Goff, L. A., Pertea, G. M., Kim, D., Kelley, D. R., Pimentel, H., Salzberg, S. L., Rinn, J. L., & Pachter, L. S. (2012) · Nature Protocols · doi:10.1038/nprot.2012.016 · Cited by 11,930 · see citing works
Oncogenic Kras maintains pancreatic tumors through regulation of anabolic glucose metabolism
Ying, H., Kimmelman, A. C., Lyssiotis, C. A., Hua, S., Chu, G. C., Fletcher-Sananikone, E., Locasale, J. W., Son, J., Zhang, H., Coloff, J. L., et al. (2012) · Cell · doi:10.1016/j.cell.2012.01.058 · Cited by 2,043 · see citing works
Self-citationGlutamine supports pancreatic cancer growth through a KRAS-regulated metabolic pathway
Son, J., Lyssiotis, C. A., Ying, H., Wang, X., Hua, S., Ligorio, M., Perera, R. M., Ferrone, C. R., Mullarky, E., Shyh-Chang, N., et al. (2013) · Nature · doi:10.1038/nature12040 · Cited by 1,990 · see citing works
Self-citationLi, Y., Xu, S., Mihaylova, M. M., Zheng, B., Hou, X., Jiang, B., Park, O., Luo, Z., Lefai, É., Shyy, J. Y.-J., et al. (2011) · Cell Metabolism · doi:10.1016/j.cmet.2011.03.009 · Cited by 1,788 · see citing works
Rational design of highly active sgRNAs for CRISPR-Cas9-mediated gene inactivation
Doench, J. G., Hartenian, E., Graham, D. B., Tothova, Z., Hegde, M., Smith, I., Sullender, M., Ebert, B. L., Xavier, R. J., & Root, D. E. (2014) · Nature Biotechnology · doi:10.1038/nbt.3026 · Cited by 1,617 · see citing works
Genetics and biology of pancreatic ductal adenocarcinomaPreprint
Hezel, A. F., Kimmelman, A. C., Stanger, B. Z., Bardeesy, N. M., & DePinho, R. A. (2006) · Genes & Development · doi:10.1101/gad.1415606 · Cited by 1,570 · see citing works
Self-citationSREBP activity is regulated by mTORC1 and contributes to Akt-dependent cell growth
Porstmann, T., Santos, C. R., Griffiths, B., Cully, M., Wu, M., Leevers, S., Griffiths, J. R., Chung, Y.-L., & Schulze, A. (2008) · Cell Metabolism · doi:10.1016/j.cmet.2008.07.007 · Cited by 1,413 · see citing works
Telomere dysfunction induces metabolic and mitochondrial compromise
Sahin, E., Colla, S., Liesa, M., Moslehi, J., Müller, F. L., Guo, M., Cooper, M., Kotton, D., Fabian, A. J., Walkey, C., et al. (2011) · Nature · doi:10.1038/nature09787 · Cited by 1,319 · see citing works
Self-citationCancer Cachexia: Mediators, Signaling, and Metabolic Pathways
Fearon, K. C. H., Glass, D. J., & D, D. C. G. (2012) · Cell Metabolism · doi:10.1016/j.cmet.2012.06.011 · Cited by 1,203 · see citing works
Whole-exome sequencing of pancreatic cancer defines genetic diversity and therapeutic targets
Witkiewicz, A. K., McMillan, E. A., Balaji, U., Baek, G., Lin, W.-C., Mansour, J., Mollaee, M., Wagner, K.-U., Koduru, P., Yopp, A., et al. (2015) · Nature Communications · doi:10.1038/ncomms7744 · Cited by 1,115 · see citing works
Yap1 Activation Enables Bypass of Oncogenic Kras Addiction in Pancreatic Cancer
Kapoor, A., Yao, W., Ying, H., Hua, S., Liewen, A., Wang, Q., Zhong, Y., Wu, C.-J., Sadanandam, A., Hu, B., et al. (2014) · Cell · doi:10.1016/j.cell.2014.06.003 · Cited by 716 · see citing works
Self-citationBardeesy, N., Cheng, K.-H., Berger, J. H., Chu, G. C., Pahler, J., Olson, P., Hezel, A. F., Horner, J., Lauwers, G. Y., Hanahan, D., et al. (2006) · Genes & Development · doi:10.1101/gad.1478706 · Cited by 674 · see citing works
Self-citationMayers, J. R., Wu, C. H., Clish, C. B., Kraft, P., Torrence, M. E., Fiske, B. P., Yuan, C., Bao, Y., Townsend, M. K., Tworoger, S. S., et al. (2014) · Nature Medicine · doi:10.1038/nm.3686 · Cited by 652 · see citing works
Self-citationTontonoz, P., Kim, J. B., Graves, R. A., & Spiegelman, B. M. (1993) · Molecular and Cellular Biology · doi:10.1128/mcb.13.8.4753-4759.1993 · Cited by 599 · see citing works
Tracing compartmentalized NADPH metabolism in the cytosol and mitochondria of mammalian cells
Lewis, C. A., Parker, S. J., Fiske, B. P., McCloskey, D., Gui, D. Y., Green, C. R., Vokes, N. I., Feist, A. M., Vander Heiden, M. G., & Metallo, C. M. (2014) · Molecular Cell · doi:10.1016/j.molcel.2014.05.008 · Cited by 562 · see citing works
Heckl, D., Kowalczyk, M. S., Yudovich, D., Belizaire, R., Puram, R. V., McConkey, M. E., Thielke, A., Aster, J. C., Regev, A., & Ebert, B. L. (2014) · Nature Biotechnology · doi:10.1038/nbt.2951 · Cited by 555 · see citing works
Genetics and biology of pancreatic ductal adenocarcinoma
Ying, H., Dey, P., Yao, W., Kimmelman, A. C., Draetta, G. F., Maitra, A., & DePinho, R. A. (2016) · Genes & Development · doi:10.1101/gad.275776.115 · Cited by 527 · see citing works
Self-citationReciprocal regulation of p53 and malic enzymes modulates metabolism and senescence
Jiang, P., Du, W., Mancuso, A., Wellen, K. E., & Yang, X. (2013) · Nature · doi:10.1038/nature11776 · Cited by 491 · see citing works
FoxOs Cooperatively Regulate Diverse Pathways Governing Neural Stem Cell Homeostasis
Paik, J.-H., Ding, Z., Narurkar, R., Ramkissoon, S., Muller, F., Kamoun, W. S., Chae, S.-S., Zheng, H., Ying, H., Mahoney, J., et al. (2009) · Cell Stem Cell · doi:10.1016/j.stem.2009.09.013 · Cited by 459 · see citing works
Self-citationA molecular model of human branched-chain amino acid metabolism
Suryawan, A., Hawes, J. W., Harris, R. A., Shimomura, Y., Jenkins, A. E., & Hutson, S. M. (1998) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/68.1.72 · Cited by 414 · see citing works
Passenger deletions generate therapeutic vulnerabilities in cancer
Muller, F. L., Colla, S., Aquilanti, E., Manzo, V. E., Genovese, G., Lee, J., Eisenson, D., Narurkar, R., Deng, P., Nezi, L., et al. (2012) · Nature · doi:10.1038/nature11331 · Cited by 339 · see citing works
Self-citationBranched-Chain Amino Acid Metabolism: Implications for Establishing Safe Intakes
Hutson, S. M., Sweatt, A. J., & LaNoue, K. F. (2005) · Journal of Nutrition · doi:10.1093/jn/135.6.1557s · Cited by 262 · see citing works
Woods, A., Vertommen, D., Neumann, D., Türk, R. D., Bayliss, J., Schlattner, U., Wallimann, T., Carling, D., & Rider, M. (2003) · Journal of Biological Chemistry · doi:10.1074/jbc.m303946200 · Cited by 250 · see citing works
Cancer cachexia: malignant inflammation, tumorkines, and metabolic mayhem
Tsoli, M., & Robertson, G. R. (2012) · Trends in Endocrinology and Metabolism · doi:10.1016/j.tem.2012.10.006 · Cited by 170 · see citing works
Cytosolic and Mitochondrial Malic Enzyme Isoforms Differentially Control Insulin Secretion
Pongratz, R. L., Kibbey, R. G., Shulman, G. I., & Cline, G. W. (2006) · Journal of Biological Chemistry · doi:10.1074/jbc.m602954200 · Cited by 151 · see citing works
Holeček, M. (2002) · Nutrition · doi:10.1016/s0899-9007(01)00767-5 · Cited by 142 · see citing works
Sweatt, A. J., Wood, M., Suryawan, A., Wallin, R., Willingham, M. C., & Hutson, S. M. (2004) · American Journal of Physiology-Endocrinology and Metabolism · doi:10.1152/ajpendo.00276.2003 · Cited by 140 · see citing works
Regulation of leucine and alpha-ketoisocaproate metabolism in skeletal muscle.
Hutson, S. M., Cree, T. C., & Harper, A. E. (1978) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(17)34371-5 · Cited by 137 · see citing works
Collateral lethality: a new therapeutic strategy in oncology
Muller, F. L., Aquilanti, E. A., & DePinho, R. A. (2015) · Trends in Cancer · doi:10.1016/j.trecan.2015.10.002 · Cited by 132 · see citing works
Self-citationThe Complex Role of Branched Chain Amino Acids in Diabetes and Cancer
O’Connell, T. M. (2013) · Metabolites · doi:10.3390/metabo3040931 · Cited by 130 · see citing works
Dey, P., Ström, A., & Gustafsson, J.-Å. (2013) · Oncogene · doi:10.1038/onc.2013.384 · Cited by 113 · see citing works
Self-citationAspects of the regulation of the metabolism of branched-chain amino acids
Krebs, H. A., & Lund, P. (1977) · Advances in Enzyme Regulation · doi:10.1016/0065-2571(77)90026-7 · Cited by 101 · see citing works
Role of mitochondrial transamination in branched chain amino acid metabolism.
Hutson, S. M., Fenstermacher, D., & Mahar, C. Q. (1988) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(18)68969-0 · Cited by 93 · see citing works
Blättler, S. M., Rencurel, F., Kaufmann, M., & Meyer, U. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0610216104 · Cited by 82 · see citing works
Berg, J. M., Tymoczko, J. L., & Stryer, L. (2013) · Springer eBooks · doi:10.1007/978-3-8274-2989-6 · Cited by 77 · see citing works
Simultaneous Single-Sample Determination of NMNAT Isozyme Activities in Mouse Tissues
Orsomando, G., Cialabrini, L., Amici, A., Mazzola, F., Ruggieri, S., Conforti, L., Janečková, L., Coleman, M. P., & Magni, G. (2012) · PLoS ONE · doi:10.1371/journal.pone.0053271 · Cited by 36 · see citing works
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Cheung, E. C., & Vousden, K. H. (2022) · Nature reviews. Cancer · doi:10.1038/s41568-021-00435-0 · Cited by 1,623 · see citing works
Mitochondrial metabolism and cancer
Porporato, P. E., Filigheddu, N., Pedro, J. M. B., Kroemer, G., & Galluzzi, L. (2017) · Cell Research · doi:10.1038/cr.2017.155 · Cited by 1,292 · see citing works
Targeting Metabolism for Cancer Therapy
Luengo, A., Gui, D. Y., & Vander Heiden, M. G. (2017) · Cell Chemical Biology · doi:10.1016/j.chembiol.2017.08.028 · Cited by 971 · see citing works
McDonald, E. R., de Weck, A., Schlabach, M. R., Billy, E., Mavrakis, K. J., Hoffman, G. R., Belur, D., Castelletti, D., Frias, E., Gampa, K., et al. (2017) · Cell · doi:10.1016/j.cell.2017.07.005 · Cited by 658 · see citing works
NADPH homeostasis in cancer: functions, mechanisms and therapeutic implications
Ju, H., Lin, J., Tian, T., Xie, D., & Xu, R. (2020) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-020-00326-0 · Cited by 595 · see citing works
The landscape of cancer cell line metabolism
Li, H., Ning, S., Ghandi, M., Kryukov, G. V., Gopal, S., Deik, A., Souza, A., Pierce, K. A., Keskula, P., Hernandez, D., et al. (2019) · Nature Medicine · doi:10.1038/s41591-019-0404-8 · Cited by 511 · see citing works
Timing the Landmark Events in the Evolution of Clear Cell Renal Cell Cancer: TRACERx Renal
Mitchell, T. J., Turajlic, S., Rowan, A., Nicol, D. L., Farmery, J. H. R., O’Brien, T., Martincorena, I., Tarpey, P. S., Angelopoulos, N., Yates, L. R., et al. (2018) · Cell · doi:10.1016/j.cell.2018.02.020 · Cited by 502 · see citing works
Emerging Roles for Branched-Chain Amino Acid Metabolism in Cancer
Sivanand, S., & Heiden, M. G. V. (2020) · Cancer Cell · doi:10.1016/j.ccell.2019.12.011 · Cited by 488 · see citing works
Robinson, J. L., Kocabaş, P., Wang, H., Cholley, P.-E., Cook, D., Nilsson, A., Anton, M., Ferreira, R., Domenzain, I., Billa, V., et al. (2020) · Science Signaling · doi:10.1126/scisignal.aaz1482 · Cited by 442 · see citing works
Self-citationSynthetic lethal therapies for cancer: what’s next after PARP inhibitors?
Ashworth, A., & Lord, C. J. (2018) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-018-0055-6 · Cited by 420 · see citing works
Guo, X., Li, K., Jiang, W., Hu, Y., Xiao, W., Huang, Y., Feng, Y., Pan, Q., & Wan, R. (2020) · Molecular Cancer · doi:10.1186/s12943-020-01158-w · Cited by 392 · see citing works
Fungal mycobiome drives IL-33 secretion and type 2 immunity in pancreatic cancer
Alam, A., Levanduski, E., Denz, P. J., Villavicencio, H. S., Bhatta, M., Alhorebi, L., Zhang, Y., Gomez, E. C., Morreale, B. G., Senchanthisai, S., et al. (2022) · Cancer Cell · doi:10.1016/j.ccell.2022.01.003 · Cited by 374 · see citing works
Self-citationWang, S., Zheng, Y., Yang, F., Zhu, L., Zhu, X.-Q., Wang, Z.-F., Wu, X.-L., Zhou, C.-H., Yan, J.-Y., Hu, B.-Y., et al. (2021) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-021-00659-4 · Cited by 369 · see citing works
Metabolic reprogramming for cancer cells and their microenvironment: Beyond the Warburg Effect
Sun, L., Suo, C., Li, S., Zhang, H., & Gao, P. (2018) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2018.06.005 · Cited by 366 · see citing works
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BCAT2-mediated BCAA catabolism is critical for development of pancreatic ductal adenocarcinoma
Li, J., Yin, M., Wang, D., Wang, J., Lei, M., Zhang, Y., Liu, Y., Zhang, L., Zou, S., Hu, L.-P., et al. (2020) · Nature Cell Biology · doi:10.1038/s41556-019-0455-6 · Cited by 248 · see citing works
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Self-citationGenomic and evolutionary classification of lung cancer in never smokers
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Dey, P., Li, J., Zhang, J., Chaurasiya, S., Strom, A., Wang, H., Liao, W.-T., Cavallaro, F., Denz, P., Bernard, V., et al. (2020) · Cancer Discovery · doi:10.1158/2159-8290.cd-19-0297 · Cited by 213 · see citing works
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Zhu, Z., Achreja, A., Meurs, N., Animasahun, O., Owen, S., Mittal, A., Parikh, P., Lo, T.-W., Franco-Barraza, J., Shi, J., et al. (2020) · Nature Metabolism · doi:10.1038/s42255-020-0226-5 · Cited by 204 · see citing works
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Zhu, Y., Gu, L., Lin, X., Liu, C., Lu, B., Cui, K., Zhou, F., Zhao, Q., Prochownik, E. V., Fan, C., et al. (2019) · Molecular Cell · doi:10.1016/j.molcel.2019.10.015 · Cited by 135 · see citing works
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Lei, M.-Z., Li, X.-X., Zhang, Y., Li, J.-T., Zhang, F., Wang, Y.-P., Yin, M., Qu, J., & Lei, Q.-Y. (2020) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-020-0168-0 · Cited by 129 · see citing works
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Ciccarese, F., & Ciminale, V. (2017) · Frontiers in Oncology · doi:10.3389/fonc.2017.00117 · Cited by 101 · see citing works
Joly, J. H., Delfarah, A., Phung, P. S., Parrish, S., & Graham, N. A. (2020) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(17)49891-7 · Cited by 97 · see citing works
Zhao, D., Badur, M. G., Luebeck, J., Magaña, J. H., Birmingham, A., Šášik, R., Ahn, C. S., Ideker, T. E., Metallo, C. M., & Mali, P. (2018) · Molecular Cell · doi:10.1016/j.molcel.2018.01.017 · Cited by 95 · see citing works
Self-citationParalog buffering contributes to the variable essentiality of genes in cancer cell lines
De Kegel, B., & Ryan, C. J. (2019) · PLOS Genetics · doi:10.1371/journal.pgen.1008466 · Cited by 92 · see citing works
Ferroptosis and its interaction with tumor immune microenvironment in liver cancer
Huang, Y., Wang, S., Ke, A., & Guo, K. (2022) · Biochimica et Biophysica Acta (BBA) - Reviews on Cancer · doi:10.1016/j.bbcan.2022.188848 · Cited by 92 · see citing works
Li, H., Ye, D., Xie, W., Hua, F., Yang, Y., Wu, J. H., Gu, A., Ren, Y., & Mao, K. (2018) · Bioscience Reports · doi:10.1042/bsr20180127 · Cited by 91 · see citing works
Reduced nicotinamide adenine dinucleotide phosphate in redox balance and diseases: a friend or foe?
Koju, N., Qin, Z., & Sheng, R. (2022) · Acta Pharmacologica Sinica · doi:10.1038/s41401-021-00838-7 · Cited by 95 · see citing works
Mechanism of sorafenib resistance associated with ferroptosis in HCC
Guo, L., Hu, C., Yao, M., & Han, G. (2023) · Frontiers in Pharmacology · doi:10.3389/fphar.2023.1207496 · Cited by 90 · see citing works
Joly, J. H., Delfarah, A., Phung, P. S., Parrish, S., & Graham, N. A. (2019) · Journal of Biological Chemistry · doi:10.1074/jbc.ra119.011471 · Cited by 88 · see citing works
Nanomaterial-based regulation of redox metabolism for enhancing cancer therapy
Jia, X., Wang, Y., Qiao, Y., Jiang, X., & Li, J. (2024) · Chemical Society Reviews · doi:10.1039/d4cs00404c · Cited by 87 · see citing works
Self-citationViswanathan, S., Nogueira, M. F., Buss, C. G., Krill-Burger, J., Wawer, M., Małolepsza, E., Berger, A. C., Choi, P., Shih, J., Taylor, A. M., et al. (2018) · Nature Genetics · doi:10.1038/s41588-018-0155-3 · Cited by 69 · see citing works
Amino acid metabolism as a therapeutic target in cancer: a review
Endicott, M., Jones, M. J., & Hull, J. (2021) · Amino Acids · doi:10.1007/s00726-021-03052-1 · Cited by 75 · see citing works
SIRT5-mediated ME2 desuccinylation promotes cancer growth by enhancing mitochondrial respiration
Teng, P., Cui, K., Yao, S., Fei, B., Ling, F., Li, C., & Huang, Z. (2023) · Cell Death and Differentiation · doi:10.1038/s41418-023-01240-y · Cited by 76 · see citing works
Xu, R., Yang, J., Ren, B., Wang, H., Yang, G., Chen, Y., You, L., & Zhao, Y. (2020) · Frontiers in Oncology · doi:10.3389/fonc.2020.572722 · Cited by 70 · see citing works
Self-citationPhosphorylation of BCKDK of BCAA catabolism at Y246 by Src promotes metastasis of colorectal cancer
Tian, Q., Yuan, P., Quan, C., Li, M., Xiao, J., Zhang, L., Lü, H., Ma, T., Zou, L., Wang, F., et al. (2020) · Oncogene · doi:10.1038/s41388-020-1262-z · Cited by 72 · see citing works
The Cancer Antioxidant Regulation System in Therapeutic Resistance
Gu, X., Mu, C., Zheng, R., Zhang, Z., Zhang, Q., & Liang, T. (2024) · Antioxidants · doi:10.3390/antiox13070778 · Cited by 75 · see citing works
Vantaku, V., Donepudi, S. R., Piyarathna, D. W. B., Amara, C. S., Ambati, C. R., Tang, W., Putluri, V., Chandrashekar, D. S., Varambally, S., Terris, M. K., et al. (2019) · Cancer · doi:10.1002/cncr.31890 · Cited by 71 · see citing works
Linn, P., Kohno, S., Sheng, J., Kulathunga, N., Yu, H., Zhang, Z., Voon, D. C., Watanabe, Y., & Takahashi, C. (2021) · Cancers · doi:10.3390/cancers13153737 · Cited by 69 · see citing works
Comprehensive prediction of robust synthetic lethality between paralog pairs in cancer cell lines
Kegel, B. D., Quinn, N., Thompson, N., Adams, D. J., & Ryan, C. J. (2021) · Cell Systems · doi:10.1016/j.cels.2021.08.006 · Cited by 65 · see citing works
Determinants of nutrient limitation in cancer
Sullivan, M. R., & Heiden, M. G. V. (2019) · Critical Reviews in Biochemistry and Molecular Biology · doi:10.1080/10409238.2019.1611733 · Cited by 65 · see citing works
Molecular Events in the Natural History of Pancreatic Cancer
Oldfield, L. E., Connor, A. A., & Gallinger, S. (2017) · Trends in cancer · doi:10.1016/j.trecan.2017.04.005 · Cited by 65 · see citing works
Neggers, J. E., Paolella, B. R., Asfaw, A., Rothberg, M. V., Skipper, T. A., Yang, A., Kalekar, R. L., Krill-Burger, J. M., Dharia, N. V., Kugener, G., et al. (2020) · Cell Reports · doi:10.1016/j.celrep.2020.108493 · Cited by 64 · see citing works
Anvar, N. E., Lin, C., Ma, X., Wilson, L., Steger, R., Sangree, A. K., Colic, M., Wang, S. H., Doench, J. G., & Hart, T. (2024) · Nature Communications · doi:10.1038/s41467-024-47795-3 · Cited by 62 · see citing works
An allosteric PGAM1 inhibitor effectively suppresses pancreatic ductal adenocarcinoma
Wen, C., Huang, K., Jiang, L.-L., Lu, X., Dai, Y., Shi, M.-M., Tang, X.-M., Wang, Q., Zhang, X., Wang, P., et al. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1914557116 · Cited by 61 · see citing works
PTEN status determines chemosensitivity to proteasome inhibition in cholangiocarcinoma
Jiang, T., Pan, Y., Wan, Z., Lin, Y., Zhu, B., Yuan, Z.-G., Ma, Y., Shi, Y., Zeng, T., Dong, L., et al. (2020) · Science Translational Medicine · doi:10.1126/scitranslmed.aay0152 · Cited by 59 · see citing works
Self-citationJain, A., & Bhardwaj, V. (2021) · World Journal of Gastroenterology · doi:10.3748/wjg.v27.i39.6527 · Cited by 59 · see citing works
Li, J., Li, K.-Y., Su, Y., Shen, Y., Lei, M., Zhang, F., Yin, M., Chen, Z., Wen, W., Hu, W., et al. (2021) · National Science Review · doi:10.1093/nsr/nwab212 · Cited by 59 · see citing works
Targeting synthetic lethal paralogs in cancer
Ryan, C. J., Mehta, I., Kebabci, N., & Adams, D. J. (2023) · Trends in cancer · doi:10.1016/j.trecan.2023.02.002 · Cited by 59 · see citing works
Sun, Y., Bandi, M. L., Lofton, T. E., Smith, M. G., Bristow, C. A., Carugo, A., Rogers, N. E., Leonard, P. G., Chang, Q., Mullinax, R. A., et al. (2019) · Cell Reports · doi:10.1016/j.celrep.2018.12.043 · Cited by 59 · see citing works
Self-citationNong, X.-Z., Zhang, C., Wang, J., Ding, P., Ji, G., & Wu, T. (2022) · Frontiers in Oncology · doi:10.3389/fonc.2022.988290 · Cited by 55 · see citing works
Alshabi, A. M., Vastrad, B. M., Shaikh, I. A., & Vastrad, C. M. (2019) · Biomolecules · doi:10.3390/biom9050201 · Cited by 54 · see citing works
Malic enzyme 2 as a potential therapeutic drug target for cancer
Sarfraz, I., Rasul, A., Hussain, G., Hussain, S. M., Ahmad, M., Nageen, B., Jabeen, F., Selamoğlu, Z., & Ali, M. (2018) · IUBMB Life · doi:10.1002/iub.1930 · Cited by 53 · see citing works
Extracellular citrate and metabolic adaptations of cancer cells
Parkinson, E. K., Adamski, J., Zahn, G., Gaumann, A. K. A., Flores‐Borja, F., Ziegler, C. M., & Mycielska, M. E. (2021) · Cancer and Metastasis Reviews · doi:10.1007/s10555-021-10007-1 · Cited by 49 · see citing works
The role of metabolic reprogramming in pancreatic cancer chemoresistance
Liu, C., Li, C., & Liu, Y. (2023) · Frontiers in Pharmacology · doi:10.3389/fphar.2022.1108776 · Cited by 50 · see citing works
Mammary epithelial cells have lineage-rooted metabolic identities
Mahendralingam, M. J., Kim, H., McCloskey, C. W., Aliar, K., Casey, A. E., Tharmapalan, P., Pellacani, D., Ignatchenko, V., García-Valero, M., Palomero, L., et al. (2021) · Nature Metabolism · doi:10.1038/s42255-021-00388-6 · Cited by 48 · see citing works
Targeting of stress response pathways in the prevention and treatment of cancer
Zelenka, J., Koncošová, M., & Ruml, T. (2018) · Biotechnology Advances · doi:10.1016/j.biotechadv.2018.01.007 · Cited by 50 · see citing works
Transporters at the Interface between Cytosolic and Mitochondrial Amino Acid Metabolism
Hewton, K. G., Johal, A. S., & Parker, S. J. (2021) · Metabolites · doi:10.3390/metabo11020112 · Cited by 49 · see citing works
The role of branched chain amino acids metabolic disorders in tumorigenesis and progression
Wang, J., Wang, W., Zhu, F., & Duan, Q. (2022) · Biomedicine & Pharmacotherapy · doi:10.1016/j.biopha.2022.113390 · Cited by 47 · see citing works
Lin, E. W., Karakasheva, T. A., Lee, D.-J., Lee, J., Long, Q., Bass, A. J., Wong, K., & Rustgi, A. K. (2017) · PLoS Genetics · doi:10.1371/journal.pgen.1006938 · Cited by 49 · see citing works
Self-citationMitochondrial metabolic reprogramming: An important player in liver cancer progression
Jin, T., Wang, C., Tian, Y., Dai, C., Zhu, Y., & Xu, F. (2019) · Cancer Letters · doi:10.1016/j.canlet.2019.11.029 · Cited by 49 · see citing works
Steiner, N., Müller, U., Hájek, R., Ševčı́ková, S., Borjan, B., Jöhrer, K., Göbel, G., Pircher, A., & Gunsilius, E. (2018) · PLoS ONE · doi:10.1371/journal.pone.0202045 · Cited by 48 · see citing works
Flexibility and Adaptation of Cancer Cells in a Heterogenous Metabolic Microenvironment
Bluemel, G., Mondal, A., & Leithner, K. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22031476 · Cited by 44 · see citing works
Metabolic Pathways, Enzymes, and Metabolites: Opportunities in Cancer Therapy
Kumar, R., Mishra, A., Gautam, P., Feroz, Z., Vijayaraghavalu, S., Likos, E., Shukla, G. C., & Kumar, M. (2022) · Cancers · doi:10.3390/cancers14215268 · Cited by 48 · see citing works
Follia, L., Ferrero, G., Mandili, G., Beccuti, M., Giordano, D., Spadi, R., Satolli, M. A., Evangelista, A., Katayama, H., Hong, W., et al. (2019) · Frontiers in Oncology · doi:10.3389/fonc.2019.00115 · Cited by 44 · see citing works
Fortin, J., Tan, J., Gascoigne, K. E., Haverty, P. M., Forrest, W. F., Costa, M. R., & Martin, S. E. (2019) · Genome biology · doi:10.1186/s13059-019-1621-7 · Cited by 42 · see citing works
Rahem, S. M., Epsi, N. J., Coffman, F. D., & Mitrofanova, A. (2020) · EBioMedicine · doi:10.1016/j.ebiom.2020.103047 · Cited by 42 · see citing works
AKT1 phosphorylation of cytoplasmic ME2 induces a metabolic switch to glycolysis for tumorigenesis
Chen, T., Xie, S., Cheng, J., Zhao, Q. L., Wu, H., Jiang, P., & Du, W. (2024) · Nature Communications · doi:10.1038/s41467-024-44772-8 · Cited by 42 · see citing works
Ewen‐Campen, B., Mohr, S. E., Hu, Y., & Perrimon, N. (2017) · Developmental Cell · doi:10.1016/j.devcel.2017.09.020 · Cited by 42 · see citing works
Linden, C. V., Corbet, C., Bastien, E., Martherus, R., Guilbaud, C., Petit, L., Wauthier, L., Loriot, A. E., Smet, C. D., & Féron, O. (2021) · Cell Reports · doi:10.1016/j.celrep.2021.109202 · Cited by 46 · see citing works
Pihlak, R., Weaver, J. M. J., Valle, J. W., & McNamara, M. G. (2018) · Cancers · doi:10.3390/cancers10010017 · Cited by 41 · see citing works
Zhang, T., Pan, Z., Gao, J., Wu, Q., Bai, G., Li, Y., Tong, L., Feng, F., Lai, M., Liu, Y., et al. (2024) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-024-01928-8 · Cited by 42 · see citing works
Self-citationCytosolic ME1 integrated with mitochondrial IDH2 supports tumor growth and metastasis
Shao, C., Lu, W., Du, Y., Yan, W., Bao, Q., Tian, Y., Wang, G., Ye, H., & Hao, H. (2020) · Redox Biology · doi:10.1016/j.redox.2020.101685 · Cited by 40 · see citing works
Miyahira, A. K., Sharp, A., Ellis, L., Jones, J. C., Kaochar, S., Larman, H. B., Quigley, D. A., Ye, H., Simons, J. W., Pienta, K. J., et al. (2019) · The Prostate · doi:10.1002/pros.23934 · Cited by 38 · see citing works
Benchmarking machine learning methods for synthetic lethality prediction in cancer
Feng, Y., Long, Y., Wang, H., Ouyang, Y., Li, Q., Wu, M., & Zheng, J. (2024) · Nature Communications · doi:10.1038/s41467-024-52900-7 · Cited by 38 · see citing works
Self-citationBranched-Chain Amino Acid Negatively Regulates KLF15 Expression via PI3K-AKT Pathway
Liu, Y., Dong, W., Shao, J., Wang, Y., Zhou, M., & Sun, H. (2017) · Frontiers in Physiology · doi:10.3389/fphys.2017.00853 · Cited by 38 · see citing works
Self-citation
- Authors
- Dey, P., Baddour, J., Muller, F., Wu, C. C., Wang, H., Liao, W.-T., Lan, Z., Chen, A., Gutschner, T., Kang, Y., Fleming, J., Satani, N., Zhao, D., Achreja, A., Yang, L., Lee, J., Chang, E., Genovese, G., Viale, A., Ying, H., Draetta, G., Maitra, A., Wang, Y. A., Nagrath, D., & DePinho, R. A.
- Affiliations
- The University of Texas MD Anderson Cancer Center (US)
- Rice University (US)
- Corresponding author
- Wang, Y. Alan
- Nagrath, Deepak
- DePinho, Ronald A.
- ORCID
- Venue
- Nature
- Published
- 2017-01-18
- Volume
- 542
- Issue
- 7639
- Pages
- 119-123
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC5398413
- OpenAlex
- W2576681512
- Cited by
- 264
- References
- 37
- Citations by year
- 2026: 19 · 2025: 22 · 2024: 23 · 2023: 24 · 2022: 27 · 2021: 34 · 2020: 36 · 2019: 33 · 2018: 23 · 2017: 21
- FWCI
- 10.46
- Type
- journal article
- Language
- en
- Update notices
- correction (2026-09-17)
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Cancer Institute (R00CA218891, K99CA218891, P30CA016672, P01CA117969)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer, Hypoxia, and Metabolism
- Health Sciences › Medicine › Oncology › Pancreatic and Hepatic Oncology Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer, Lipids, and Metabolism
- Keywords
- pancreatic ductal adenocarcinoma, NADPH regeneration, reactive oxygen species, AMPK, SREBP1, BCAT2, glutamate metabolism, de novo nucleotide synthesis, mitochondrial metabolism, therapeutic target
- MeSH terms
- Amino Acids, Branched-Chain, Transaminases, Animals, Humans, Ketoglutaric Acids, Malate Dehydrogenase, Male, Mitochondria, NADP, Pancreatic Neoplasms, Pregnancy Proteins, Minor Histocompatibility Antigens, Gene Deletion, Reactive Oxygen Species, Carcinoma, Pancreatic Ductal, Mice, Sterol Regulatory Element Binding Protein 1, Biocatalysis, AMP-Activated Protein Kinases
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