The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity
Barretina, Jordi, Caponigro, Giordano, Stransky, Nicolas, Venkatesan, Kavitha, Margolin, Adam A., Kim, Sungjoon, Wilson, Christopher J., Lehár, Joseph +53 more·2012·Nature
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- A Six‐Stage Workflow for Robust Application of Systems PharmacologyGadkar, K, Kirouac, DC, Mager, DE, van der Graaf, PH, Ramanujan, S · 2016 · CPT: Pharmacometrics & Systems Pharmacology
- Differentiable biology: using deep learning for biophysics-based and data-driven modeling of molecular mechanismsAlQuraishi, Mohammed, Sorger, Peter K. · 2021 · Nature Methods
- Targeting LKB1 in Cancer – Exposing and Exploiting VulnerabilitiesMomcilovic, M, Shackelford, D B · 2015 · British Journal of Cancer
- Identification of cancer-cytotoxic modulators of PDE3A by predictive chemogenomicsde Waal, Luc, Lewis, Timothy A, Rees, Matthew G, Tsherniak, Aviad, Wu, Xiaoyun, Choi, Peter S, Gechijian, Lara, Hartigan, Christina, Faloon, Patrick W, Hickey, Mark J et al. · 2016 · Nature Chemical Biology
- SHP2 Inhibition Overcomes RTK-Mediated Pathway Reactivation in KRAS-Mutant Tumors Treated with MEK InhibitorsLu, Hengyu, Liu, Chen, Velazquez, Roberto, Wang, Hongyun, Dunkl, Lukas Manuel, Kazic-Legueux, Malika, Haberkorn, Anne, Billy, Eric, Manchado, Eusebio, Brachmann, Saskia M. et al. · 2019 · Molecular Cancer Therapeutics
- Epithelial-to-Mesenchymal Transition Antagonizes Response to Targeted Therapies in Lung Cancer by Suppressing BIMSong, Kyung-A, Niederst, Matthew J., Lochmann, Timothy L., Hata, Aaron N., Kitai, Hidenori, Ham, Jungoh, Floros, Konstantinos V., Hicks, Mark A., Hu, Haichuan, Mulvey, Hillary E. et al. · 2018 · Clinical Cancer Research
- Molecular basis for substrate recruitment to the PRMT5 methylosomeMulvaney, Kathleen M., Blomquist, Christa, Acharya, Nischal, Li, Ruitong, Ranaghan, Matthew J., O’Keefe, Meghan, Rodriguez, Diego J., Young, Michael J., Kesar, Devishi, Pal, Debjani et al. · 2021 · Molecular Cell
- LKB1 Loss Induces Characteristic Patterns of Gene Expression in Human Tumors Associated with NRF2 Activation and Attenuation of PI3K-AKTKaufman, Jacob M., Amann, Joseph M., Park, Kyungho, Arasada, Rajeswara Rao, Li, Haotian, Shyr, Yu, Carbone, David P. · 2014 · Journal of Thoracic Oncology
- An Evolutionarily Conserved Synthetic Lethal Interaction Network Identifies FEN1 as a Broad-Spectrum Target for Anticancer Therapeutic Developmentvan Pel, Derek M., Barrett, Irene J., Shimizu, Yoko, Sajesh, Babu V., Guppy, Brent J., Pfeifer, Tom, McManus, Kirk J., Hieter, Philip · 2013 · PLoS Genetics
- A distinct p53 target gene set predicts for response to the selective p53–HDM2 inhibitor NVP-CGM097Jeay, Sébastien, Gaulis, Swann, Ferretti, Stéphane, Bitter, Hans, Ito, Moriko, Valat, Thérèse, Murakami, Masato, Ruetz, Stephan, Guthy, Daniel A, Rynn, Caroline et al. · 2015 · eLife
- p97/VCP promotes degradation of CRBN substrate glutamine synthetase and neosubstratesNguyen, Thang Van, Li, Jing, Lu, Chin-Chun (Jean), Mamrosh, Jennifer L., Lu, Gang, Cathers, Brian E., Deshaies, Raymond J. · 2017 · Proceedings of the National Academy of Sciences
- Dose and Schedule Determine Distinct Molecular Mechanisms Underlying the Efficacy of the p53–MDM2 Inhibitor HDM201Jeay, Sébastien, Ferretti, Stéphane, Holzer, Philipp, Fuchs, Jeanette, Chapeau, Emilie A., Wartmann, Markus, Sterker, Dario, Romanet, Vincent, Murakami, Masato, Kerr, Grainne et al. · 2018 · Cancer Research
- The potential of organoids in urological cancer researchWang, Shangqian, Gao, Dong, Chen, Yu · 2017 · Nature Reviews Urology
- Linking Phenotypes and Modes of Action Through High-Content Screen FingerprintsReisen, Felix, Sauty de Chalon, Amelie, Pfeifer, Martin, Zhang, Xian, Gabriel, Daniela, Selzer, Paul · 2015 · ASSAY and Drug Development Technologies
- Identifying robust communities and multi-community nodes by combining top-down and bottom-up approaches to clusteringGaiteri, Chris, Chen, Mingming, Szymanski, Boleslaw, Kuzmin, Konstantin, Xie, Jierui, Lee, Changkyu, Blanche, Timothy, Chaibub Neto, Elias, Huang, Su-Chun, Grabowski, Thomas et al. · 2015 · Scientific Reports
- A Combination of Species Identification and STR Profiling Identifies Cross-contaminated Cells from 482 Human Tumor Cell LinesBian, Xiaocui, Yang, Zhenli, Feng, Hailiang, Sun, Hao, Liu, Yuqin · 2017 · Scientific Reports
- Determinants of transcription factor regulatory rangeChen, Chen-Hao, Zheng, Rongbin, Tokheim, Collin, Dong, Xin, Fan, Jingyu, Wan, Changxin, Tang, Qin, Brown, Myles, Liu, Jun S., Meyer, Clifford A. et al. · 2020 · Nature Communications
- Predicting and characterizing a cancer dependency map of tumors with deep learningChiu, Yu-Chiao, Zheng, Siyuan, Wang, Li-Ju, Iskra, Brian S., Rao, Manjeet K., Houghton, Peter J., Huang, Yufei, Chen, Yidong · 2021 · Science Advances
- Interpretation of cancer mutations using a multiscale map of protein systemsZheng, Fan, Kelly, Marcus R., Ramms, Dana J., Heintschel, Marissa L., Tao, Kai, Tutuncuoglu, Beril, Lee, John J., Ono, Keiichiro, Foussard, Helene, Chen, Michael et al. · 2021 · Science
- RasGRP1 opposes proliferative EGFR–SOS1–Ras signals and restricts intestinal epithelial cell growthDepeille, Philippe, Henricks, Linda M., van de Ven, Robert A. H., Lemmens, Ed, Wang, Chih-Yang, Matli, Mary, Werb, Zena, Haigis, Kevin M., Donner, David, Warren, Robert et al. · 2015 · Nature Cell Biology
- Proteomic characterization of gastric cancer response to chemotherapy and targeted therapy reveals potential therapeutic strategiesLi, Yan, Xu, Chen, Wang, Bing, Xu, Fujiang, Ma, Fahan, Qu, Yuanyuan, Jiang, Dongxian, Li, Kai, Feng, Jinwen, Tian, Sha et al. · 2022 · Nature Communications
- Patterns of cell cycle checkpoint deregulation associated with intrinsic molecular subtypes of human breast cancer cellsBower, Jacquelyn J., Vance, Leah D., Psioda, Matthew, Smith-Roe, Stephanie L., Simpson, Dennis A., Ibrahim, Joseph G., Hoadley, Katherine A., Perou, Charles M., Kaufmann, William K. · 2017 · npj Breast Cancer
- SHP2 blockade enhances anti-tumor immunity via tumor cell intrinsic and extrinsic mechanismsWang, Ye, Mohseni, Morvarid, Grauel, Angelo, Diez, Javier Estrada, Guan, Wei, Liang, Simon, Choi, Jiyoung Elizabeth, Pu, Minying, Chen, Dongshu, Laszewski, Tyler et al. · 2021 · Scientific Reports
- Activating ERBB2/HER2 mutations indicate susceptibility to pan-HER inhibitors in Lynch and Lynch-like colorectal cancerKloth, Michael, Ruesseler, Vanessa, Engel, Christoph, Koenig, Katharina, Peifer, Martin, Mariotti, Erika, Kuenstlinger, Helen, Florin, Alexandra, Rommerscheidt-Fuss, Ursula, Koitzsch, Ulrike et al. · 2016 · Gut
- Paralog dependency indirectly affects the robustness of human cellsDandage, Rohan, Landry, Christian R · 2019 · Molecular Systems Biology
- Cell Membrane Proteins Modulate the Carbon Nanotube Optical Bandgap <i>via</i> Surface Charge AccumulationRoxbury, Daniel, Jena, Prakrit V., Shamay, Yosi, Horoszko, Christopher P., Heller, Daniel A. · 2016 · ACS Nano
- Intratumor CMS heterogeneity impacts patient prognosis in localized colon cancerMarisa, Laetitia, Blum, Yuna, Taieb, Julien, Ayadi, Mira, Pilati, Camilla, Le Malicot, Karine, Lepage, Côme, Salazar, Ramon, Aust, Daniela, Duval, Alex et al. · 2021 · Clinical Cancer Research
- Pathway-Guided Deep Neural Network toward Interpretable
and Predictive Modeling of Drug SensitivityDeng, Lei, Cai, Yideng, Zhang, Wenhao, Yang, Wenyi, Gao, Bo, Liu, Hui · 2020 · Journal of Chemical Information and Modeling
- Glycine decarboxylase maintains mitochondrial protein lipoylation to support tumor growthMukha, Dzmitry, Fokra, Mariam, Feldman, Alona, Sarvin, Boris, Sarvin, Nikita, Nevo-Dinur, Keren, Besser, Elazar, Hallo, Elior, Aizenshtein, Elina, Schug, Zachary T. et al. · 2022 · Cell Metabolism
- Multilevel models Improve precision and Speed of IC
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- Potent effect of the MDM2 inhibitor AMG232 on suppression of glioblastoma stem cellsHer, Nam-Gu, Oh, Jeong-Woo, Oh, Yun Jeong, Han, Suji, Cho, Hee Jin, Lee, Yeri, Ryu, Gyu Ha, Nam, Do-Hyun · 2018 · Cell Death & Disease
- Predicting heterogeneity in clone-specific therapeutic vulnerabilities using single-cell transcriptomic signaturesSuphavilai, Chayaporn, Chia, Shumei, Sharma, Ankur, Tu, Lorna, Da Silva, Rafael Peres, Mongia, Aanchal, DasGupta, Ramanuj, Nagarajan, Niranjan · 2021 · Genome Medicine
- A systematic study on drug-response associated genes using baseline gene expressions of the cancer cell line encyclopediaLiu, Xiaoming, Yang, Jiasheng, Zhang, Yi, Fang, Yun, Wang, Fayou, Wang, Jun, Zheng, Xiaoqi, Yang, Jialiang · 2016 · Scientific Reports
- A community challenge for a pancancer drug mechanism of action inference from perturbational profile dataDouglass, Eugene F., Allaway, Robert J., Szalai, Bence, Wang, Wenyu, Tian, Tingzhong, Fernández-Torras, Adrià, Realubit, Ron, Karan, Charles, Zheng, Shuyu, Pessia, Alberto et al. · 2022 · Cell Reports Medicine
- Blocking anaplerotic entry of glutamine into the TCA cycle sensitizes K-Ras mutant cancer cells to cytotoxic drugsSaqcena, M, Mukhopadhyay, S, Hosny, C, Alhamed, A, Chatterjee, A, Foster, D A · 2015 · Oncogene
- USP7 deubiquitinates and stabilizes NOTCH1 in T-cell acute lymphoblastic leukemiaShan, Huizhuang, Li, Xiangyun, Xiao, Xinhua, Dai, Yuting, Huang, Jinyan, Song, Junjun, Liu, Meng, Yang, Li, Lei, Hu, Tong, Yin et al. · 2018 · Signal Transduction and Targeted Therapy
- COX6B2 drives metabolic reprogramming toward oxidative phosphorylation to promote metastasis in pancreatic ductal cancer cellsNie, Ke, Li, Jin, He, Xujun, Wang, Yuqing, Zhao, Qiongya, Du, Miaomiao, Sun, Hongwei, Wang, Jinjing, Lyu, Jianxin, Fang, Hezhi et al. · 2020 · Oncogenesis
- An in vivo multiplexed small-molecule screening platformGrüner, Barbara M, Schulze, Christopher J, Yang, Dian, Ogasawara, Daisuke, Dix, Melissa M, Rogers, Zoë N, Chuang, Chen-Hua, McFarland, Christopher D, Chiou, Shin-Heng, Brown, J Mark et al. · 2016 · Nature Methods
- Genome-wide CRISPR screening reveals genetic modifiers of mutant EGFR dependence in human NSCLCZeng, Hao, Castillo-Cabrera, Johnny, Manser, Mika, Lu, Bo, Yang, Zinger, Strande, Vaik, Begue, Damien, Zamponi, Raffaella, Qiu, Shumei, Sigoillot, Frederic et al. · 2019 · eLife
- Integrating and formatting biomedical data as pre-calculated knowledge graph embeddings in the BiotequeFernández-Torras, Adrià, Duran-Frigola, Miquel, Bertoni, Martino, Locatelli, Martina, Aloy, Patrick · 2022 · Nature Communications
- A mechanistic pan-cancer pathway model informed by multi-omics data interprets stochastic cell fate responses to drugs and mitogensBouhaddou, Mehdi, Barrette, Anne Marie, Stern, Alan D., Koch, Rick J., DiStefano, Matthew S., Riesel, Eric A., Santos, Luis C., Tan, Annie L., Mertz, Alex E., Birtwistle, Marc R. · 2018 · PLOS Computational Biology
- HSP90/AXL/eIF4E-regulated unfolded protein response as an acquired vulnerability in drug-resistant KRAS-mutant lung cancerYang, Haitang, Liang, Shun-Qing, Xu, Duo, Yang, Zhang, Marti, Thomas M., Gao, Yanyun, Kocher, Gregor J., Zhao, Heng, Schmid, Ralph A., Peng, Ren-Wang · 2019 · Oncogenesis
- ALDH1A1-related stemness in high-grade serous ovarian cancer is a negative prognostic indicator but potentially targetable by EGFR/mTOR-PI3K/aurora kinase inhibitorsKaipio, Katja, Chen, Ping, Roering, Pia, Huhtinen, Kaisa, Mikkonen, Piia, Östling, Päivi, Lehtinen, Laura, Mansuri, Naziha, Korpela, Taina, Potdar, Swapnil et al. · 2020 · The Journal of Pathology
- The lncRNA Toolkit: Databases and In Silico Tools for lncRNA AnalysisPinkney, Holly R., Wright, Brandon M., Diermeier, Sarah D. · 2020 · Non-Coding RNA
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- Towards artificial intelligence to multi-omics characterization of tumor heterogeneity in esophageal cancerLi, Junyu, Li, Lin, You, Peimeng, Wei, Yiping, Xu, Bin · 2023 · Seminars in Cancer Biology
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- Pooled Genomic Screens Identify Anti-apoptotic Genes as Targetable Mediators of Chemotherapy Resistance in Ovarian CancerStover, Elizabeth H., Baco, Maria B., Cohen, Ofir, Li, Yvonne Y., Christie, Elizabeth L., Bagul, Mukta, Goodale, Amy, Lee, Yenarae, Pantel, Sasha, Rees, Matthew G. et al. · 2019 · Molecular Cancer Research
- Metabolic impairment of non-small cell lung cancers by mitochondrial HSPD1 targetingParma, Beatrice, Ramesh, Vignesh, Gollavilli, Paradesi Naidu, Siddiqui, Aarif, Pinna, Luisa, Schwab, Annemarie, Marschall, Sabine, Zhang, Shuman, Pilarsky, Christian, Napoli, Francesca et al. · 2021 · Journal of Experimental & Clinical Cancer Research
- Comprehensive pharmacogenomic characterization of gastric cancerSa, Jason K., Hong, Jung Yong, Lee, In-Kyoung, Kim, Ju-sun, Sim, Moon-Hee, Kim, Ha Jung, An, Ji Yeong, Sohn, Tae Sung, Lee, Joon Ho, Bae, Jae Moon et al. · 2020 · Genome Medicine
- Artificial intelligence in radiotherapyLi, Guangqi, Wu, Xin, Ma, Xuelei · 2022 · Seminars in Cancer Biology
- Integrated pan-cancer gene expression and drug sensitivity analysis reveals SLFN11 mRNA as a solid tumor biomarker predictive of sensitivity to DNA-damaging chemotherapyShee, Kevin, Wells, Jason D., Jiang, Amanda, Miller, Todd W. · 2019 · PLOS ONE
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- Sensitivity to PRIMA-1MET is associated with decreased MGMT in human glioblastoma cells and glioblastoma stem cells irrespective of p53 statusPatyka, Mariia, Sharifi, Zeinab, Petrecca, Kevin, Mansure, Jose, Jean-Claude, Bertrand, Sabri, Siham · 2016 · Oncotarget
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- Metastatic risk and resistance to BRAF inhibitors in melanoma defined by selective allelic loss of
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- Dasatinib sensitises KRAS -mutant cancer cells to mitogen-activated protein kinase kinase inhibitor via inhibition of TAZ activityRao, Guanhua, Kim, In-kyu, Conforti, Fabio, Liu, Jing, Zhang, Yu-Wen, Giaccone, Giuseppe · 2018 · European Journal of Cancer
- Multidimensional phenotyping of breast cancer cell lines to guide preclinical researchSaunus, Jodi M., Smart, Chanel E., Kutasovic, Jamie R., Johnston, Rebecca L., Kalita-de Croft, Priyakshi, Miranda, Mariska, Rozali, Esdy N., Vargas, Ana Cristina, Reid, Lynne E., Lorsy, Eva et al. · 2018 · Breast Cancer Research and Treatment
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- MATE2 Expression Is Associated With Cancer Cell Response to MetforminChowdhury, Sanjana, Yung, Eric, Pintilie, Melania, Muaddi, Hala, Chaib, Selim, Yeung, ManTek, Fusciello, Manlio, Sykes, Jenna, Pitcher, Bethany, Hagenkort, Anna et al. · 2016 · PLoS ONE
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- A Novel Pan-RAS Inhibitor with a Unique Mechanism of Action Blocks Tumor Growth in Mouse Models of GI CancerFoote, Jeremy B., Mattox, Tyler E., Keeton, Adam B., Chen, Xi, Smith, Forrest, Berry, Kristy L., Holmes, Thomas, Wang, Junwei, Huang, Chung-Hui, Ward, Antonio B. et al. · 2023
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