👤 EC Lawrence

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6
Articles
9
Name variants
Also published as: AD Lawrence, Anna-Lisa E Lawrence, D.A. Lawrence, J.C. Lawrence, Michael S Lawrence, N. D. Lawrence, N. J. Lawrence, S. Lawrence
articles
Shengdong Chen, Shengdong Wang, S Gerstberger +1262 more · 2024 · Cancer Metastasis Reviews · Springer · added 2026-04-20
Shengdong Chen, Shengdong Wang, S Gerstberger, Q Jiang, K Ganesh, D Lyden, CM Ghajar, AL Correia, JA Aguirre-Ghiso, S Cai, M Rescigno, J Massagué, AC Obenauf, J Fares, MY Fares, HH Khachfe, HA Salhab, Y Fares, TS Gerashchenko, AA Schegoleva, AA Khozyainova, EL Choinzonov, EV Denisov, RL Siegel, KD Miller, HE Fuchs, A Jemal, P Bragado, MS Sosa, X Chen, JR Cubillos-Ruiz, B Banushi, SR Joseph, B Lum, JJ Lee, F Simpson, AR Elhamamsy, BJ Metge, HA Alsheikh, LA Shevde, RS Samant, J Yang, A Griffin, Z Qiang, J Ren, M Bedi, M Ray, A Ghosh, DC Wallace, HK Kim, YH Noh, B Nilius, KS Ko, BD Rhee, N Kim, F Randow, RJ Youle, DP Boulton, MC Caino, LX Zampieri, C Silva-Almeida, JD Rondeau, P Sonveaux, R Gundamaraju, W Lu, R Manikam, Y Liu, T Wang, W Ma, Z Jia, Q Wang, M Zhang, R Bai, J Cui, L Sainero-Alcolado, J Liaño-Pons, MV Ruiz-Pérez, M Arsenian-Henriksson, F Bray, M Laversanne, H Sung, J Ferlay, I Soerjomataram, AN Giaquinto, PS Steeg, C Dumontet, JM Reichert, PD Senter, JM Lambert, A Beck, AD Waldman, JM Fritz, MJ Lenardo, J Lu, M Tan, Q Cai, N Weidner, JP Semple, WR Welch, J Folkman, D Fukumura, RK Jain, H Maeda, NC Denko, NH Kim, YH Cha, J Lee, SH Lee, JH Yang, JS Yun, WC Wang, XF Zhang, J Peng, XF Li, AL Wang, YQ Bie, D Ribatti, XL Lou, J Sun, SQ Gong, XF Yu, R Gong, H Deng, RD Schreiber, LJ Old, MJ Smyth, VS LeBleu, JT O’Connell, HK Gonzalez, H Wikman, K Pantel, MC Haigis, X Mao, J Xu, W Wang, C Liang, J Hua, J Liu, R Vessella, XL Gao, YL Tang, XH Liang, D Páez, MJ Labonte, P Bohanes, W Zhang, L Benhanim, Y Ning, K Naidoo, SE Pinder, M Esposito, S Ganesan, Y Kang, K Fizazi, M Carducci, M Smith, R Damião, J Brown, L Karsh, AT Stopeck, A Lipton, JJ Body, GG Steger, K Tonkin, RH de Boer, T Shibue, MW Brooks, RA Weinberg, N Oku, Y Tokudome, C Koike, N Nishikawa, H Mori, I Saiki, L Tentori, AS Dorio, A Muzi, PM Lacal, F Ruffini, P Navarra, S Yamada, XY Bu, V Khankaldyyan, I Gonzales-Gomez, JG McComb, WE Laug, C Manegold, J Vansteenkiste, F Cardenal, W Schuette, PJ Woll, E Ulsperger, A Alva, S Slovin, S Daignault, R Dipaola, K Pienta, KB Kim, V Prieto, RW Joseph, AH Diwan, GE Gallick, NE Papadopoulos, H Vakifahmetoglu-Norberg, AT Ouchida, E Norberg, PJ Burke, PH Willems, R Rossignol, CE Dieteren, MP Murphy, WJ Koopman, EL Mills, B Kelly, L O’Neill, N Borcherding, JR Brestoff, DE Green, N Pfanner, B Warscheid, N Wiedemann, TG Frey, CA Mannella, NS Chandel, CT Walsh, BP Tu, Y Tang, LA Sazanov, IN Watt, MG Montgomery, MJ Runswick, AG Leslie, JE Walker, O WARBURG, R Morais, K Zinkewich-Péotti, M Parent, H Wang, F Babai, M Zollinger, XL Zu, M Guppy, S Bolisetty, EA Jaimes, MD Brand, MR Duchen, SJ Annesley, PR Fisher, Y Wang, H Qi, C Duan, X Liu, T Xia, CL Kuo, BA Ponneri, YC Lin, HW Lien, YK Lo, HY Chou, A Rossi, P Pizzo, R Filadi, R Rizzuto, D De Stefani, A Raffaello, C Mammucari, A Tosatto, R Sommaggio, C Kummerow, RB Bentham, TS Blacker, T Berecz, PE Czabotar, AJ Garcia-Saez, T Vervliet, JB Parys, G Bultynck, C Tse, AR Shoemaker, J Adickes, MG Anderson, J Chen, S Jin, T Oltersdorf, SW Elmore, RC Armstrong, DJ Augeri, BA Belli, SE Weinberg, LA Sena, AP West, W Khoury-Hanold, M Staron, MC Tal, CM Pineda, SM Lang, LV Sinclair, J Rolf, E Emslie, YB Shi, PM Taylor, DA Cantrell, EL Carr, A Kelman, GS Wu, R Gopaul, E Senkevitch, A Aghvanyan, MM Kaminski, SW Sauer, CD Klemke, D Süss, JG Okun, PH Krammer, MM Kamiński, M Kamiński, S Opp, T Ruppert, P Grigaravičius, RJ DeBerardinis, A Mancuso, E Daikhin, I Nissim, M Yudkoff, S Wehrli, WX Zong, JD Rabinowitz, E White, J Fan, JJ Kamphorst, R Mathew, MK Chung, T Shlomi, JW Locasale, AA Khutornenko, VV Roudko, BV Chernyak, AB Vartapetian, PM Chumakov, AG Evstafieva, S Lu, LL Wu, L Yang, J Wang, C Mao, Y Zhang, G Lei, Y Yan, H Lee, L Alberghina, C De Duve, R Wattiaux, S Geisler, KM Holmström, D Skujat, FC Fiesel, OC Rothfuss, PJ Kahle, K Polyak, Y Li, H Zhu, C Lengauer, JK Willson, SD Markowitz, BE Baysal, RE Ferrell, JE Willett-Brozick, EC Lawrence, D Myssiorek, A Bosch, JL Spees, SD Olson, MJ Whitney, DJ Prockop, T Saha, C Dash, R Jayabalan, S Khiste, A Kulkarni, K Kurmi, S Delaunay, G Pascual, B Feng, K Klann, M Behm, A Hotz-Wagenblatt, Z Gan, T Fu, DP Kelly, RB Vega, H Zhou, Z Dai, J Li, X Chang, T Farmer, N Naslavsky, S Caplan, YY Jeong, HH Liu, YT Cao, LL Zhang, F Huang, C Yi, A Picca, J Faitg, J Auwerx, L Ferrucci, D D’Amico, KF Macleod, LP Poole, C Li, X Cheng, H Yuan, S Zhu, Y Zheng, C Huang, L Lu, K Yu, J Zhao, M Chen, C Zhang, Y Zhao, X Yue, H Wu, S Huang, AH Chourasia, K Tracy, C Frankenberger, ML Boland, MN Sharifi, LE Drake, J Okami, DM Simeone, CD Logsdon, C Shi, Y Cai, N Hu, S Ma, E Agarwal, I Bertolini, JH Seo, JC Ghosh, L Wu, D Zhang, L Zhou, Y Pei, Y Zhuang, W Cui, J Liang, Y Yang, L Bai, F Li, E Li, X Sun, H Cao, L Zhan, C Yin, G Wang, P Liang, S Zhao, L Cheng, Y Shi, Q Yun, H Yang, L Li, DB Rivadeneira, DI Gabrilovich, ET Kim, S Herkenne, O Ek, M Zamberlan, A Pellattiero, M Chergova, I Chivite, H Li, H Chang, L Du, J Hai, X Geng, H Tang, S Peng, Y Dong, X Yang, P Yang, M Lin, R Wu, X Wang, B Yang, AJ Levine, C Yan, TS Li, M Murai, M Toyota, H Suzuki, A Satoh, Y Sasaki, K Akino, M Erkan, J Kleeff, I Esposito, T Giese, K Ketterer, MW Büchler, TJ Humpton, B Alagesan, GM DeNicola, D Lu, GN Yordanov, CS Leonhardt, TE O’Sullivan, LR Johnson, HH Kang, JC Sun, Z Chen, L Liu, Q Cheng, M Giacomello, A Pyakurel, C Glytsou, L Scorrano, W Chen, H Zhao, AP Trotta, JE Chipuk, J Zhang, M Yu, Y Xie, Y Huang, DW Wolff, YC Chae, AV Kossenkov, YG Lee, HY Tang, D Karimi, N Pedram, F Kakaei, M Asadi, E Poursaei, TA Kermani, X Zhang, T Song, B Wu, Z Zhang, TE Li, D Xu, Y Zhu, BY Hu, B Cunniff, AJ McKenzie, NH Heintz, AK Howe, A Aguinaldo, E Wait, KG Bryant, JN Moloney, TG Cotter, JM Cameron, M Gabrielsen, YH Chim, J Munro, EJ McGhee, D Sumpton, H Alshaabi, N Shannon, R Gravelle, S Milczarek, T Messier, DC Altieri, D Liu, Y Gao, J Yin, Y Feng, PK Melwani, BN Pandey, N Rabas, S Palmer, L Mitchell, S Ismail, A Gohlke, JS Riley, G Pinto, C Brou, C Zurzolo, Z Nahacka, R Zobalova, M Dubisova, J Rohlena, J Neuzil, J Novak, SP Desai, SN Bhatia, M Toner, D Irimia, Q Li, L Yao, Y Wei, S Geng, C He, H Jiang, J Pasquier, BS Guerrouahen, TH Al, P Ghiabi, M Maleki, N Abu-Kaoud, T Ahmad, S Mukherjee, B Pattnaik, M Kumar, S Singh, L Ippolito, A Morandi, ML Taddei, M Parri, G Comito, A Iscaro, JC Chang, HS Chang, YC Wu, WL Cheng, TT Lin, HJ Chang, CU Kidwell, JR Casalini, S Pradeep, SD Scherer, D Greiner, D Bayik, SJ Hanna, K McCoy-Simandle, E Leung, A Genna, J Condeelis, D Cox, F Xu, E Yinwang, Y Xue, EI Buzas, K Takenaga, N Koshikawa, H Nagase, H Mou, F Guan, X Wu, J Zhou, Y Lin, Y He, C Fan, E Abad, A Lyakhovich, C Salaud, A Alvarez-Arenas, F Geraldo, J Belmonte-Beitia, GF Calvo, C Gratas, T Delvaeye, P Vandenabeele, L Leybaert, DV Krysko, J Ariazi, A Benowitz, V De Biasi, ML Den Boer, S Cherqui, H Cui, R Schulz, PM Görge, A Görbe, P Ferdinandy, PD Lampe, Y Yao, XL Fan, D Jiang, X Li, ZB Xu, D Ren, P Zheng, S Zou, Y Gong, J Duan, I Saenz-de-Santa-Maria, P Chastagner, E Perthame, C Delmas, C Toulas, DR Welch, C Foster, I Rigoutsos, P Huang, Z Wang, W Xu, H Simonnet, N Alazard, K Pfeiffer, C Gallou, C Béroud, J Demont, Y Wan, Q Zou, LM Tseng, PH Yin, CW Chi, CY Hsu, CW Wu, LM Lee, WY Hung, AF Li, SH Li, CC Hsu, HC Lee, YH Wei, Y Yuan, YS Ju, Y Kim, CJ Yoon, H Tu, J Gu, QH Meng, J Kim, JW Davis, RL Correia, SM Oba-Shinjo, M Uno, N Huang, SK Marie, WW Jiang, B Masayesva, M Zahurak, AL Carvalho, E Rosenbaum, E Mambo, MM Kim, JD Clinger, BG Masayesva, PK Ha, ML Zahurak, WH Westra, CS Lin, SC Chang, LS Wang, TY Chou, WH Hsu, DH Lee, JH Lee, DK Kim, DY Keum, JG Dai, ZY Zhang, QX Liu, JX Min, E Reznik, ML Miller, Y Şenbabaoğlu, N Riaz, J Sarungbam, SK Tickoo, L Moro, AA Arbini, E Marra, M Greco, D Kazdal, A Harms, V Endris, R Penzel, M Kriegsmann, F Eichhorn, S Chaudhary, S Ganguly, A Singh, JK Palanichamy, A Chopra, R Bakhshi, J Boultwood, C Fidler, KI Mills, PM Frodsham, R Kusec, A Gaiger, A Cormio, F Guerra, G Cormio, V Pesce, F Fracasso, V Loizzi, KS Vikramdeo, S Anand, MA Khan, M Khushman, MJ Heslin, G Pietka, W Kukwa, E Bartnik, A Scińska, AM Czarnecka, Z Tian, Q Yang, B Shi, P Hou, G Amuthan, G Biswas, HK Ananadatheerthavarada, C Vijayasarathy, HM Shephard, NG Avadhani, Y Xu, PK Kopinski, LN Singh, S Zhang, MT Lott, DJ Tan, RK Bai, LJ Wong, A Chatterjee, D Sidransky, JB Stewart, B Alaei-Mahabadi, R Sabarinathan, T Samuelsson, J Gorodkin, CM Gustafsson, KL Hertweck, S Dasgupta, MY Kim, H Kim, JA Sung, J Koh, S Cho, DH Chung, K Kaneva, D Merkurjev, D Ostrow, A Ryutov, P Triska, K Stachelek, K Tsuji, Y Kida, S Yamamoto, Y Shinozaki, T Watanabe, H Takeuchi, A Fujimoto, DS Hoon, KE de Visser, JA Joyce, N Ron-Harel, D Santos, JM Ghergurovich, PT Sage, A Reddy, SB Lovitch, MN Serasinghe, SY Wieder, TT Renault, R Elkholi, JJ Asciolla, JL Yao, T Yu, BS Jhun, Y Yoon, C Schwindling, A Quintana, E Krause, M Hoth, L Simula, F Nazio, S Campello, H Kong, M Song, B Zhang, L Zhang, Z Li, S Lin, T Zheng, B Hao, K Sinha, J Das, PB Pal, PC Sil, A Peña-Blanco, AJ García-Sáez, GR Bantug, C Hess, CH Chang, JD Curtis, LJ Maggi, B Faubert, AV Villarino, D O’Sullivan, M Philip, A Schietinger, N Dumauthioz, B Tschumi, M Wenes, B Marti, F Franco, NE Scharping, AV Menk, RS Moreci, RD Whetstone, RE Dadey, SC Watkins, MD Buck, GR Klein, DE Sanin, YR Yu, H Imrichova, T Chao, Z Xiao, M Gao, SA Vardhana, MA Hwee, M Berisa, DK Wells, KE Yost, B King, J Ogando, ME Sáez, J Santos, C Nuevo-Tapioles, M Gut, A Esteve-Codina, DS Thommen, VH Koelzer, P Herzig, A Roller, M Trefny, S Dimeloe, JC Beltra, S Manne, MS Abdel-Hakeem, M Kurachi, JR Giles, P Vignali, BR Ford, NL Rittenhouse, AC Scott, F Dündar, P Zumbo, SS Chandran, CA Klebanoff, M Shakiba, I Vitale, G Manic, LM Coussens, G Kroemer, L Galluzzi, X Geeraerts, J Fernández-Garcia, FJ Hartmann, KE de Goede, L Martens, Y Elkrim, R Xu, H Gu, E Zhang, J Qu, W Cao, MN Hasan, O Capuk, SM Patel, D Sun, Y Han, SY Rodriguez, S Siddiqui, C Treese, G Di Conza, CH Tsai, H Gallart-Ayala, L Zaffalon, PS Liu, T Teav, S Christen, RE Menjivar, ZC Nwosu, W Du, KL Donahue, HS Hong, C Espinoza, Z He, M Huang, T Liu, H Xu, R Kalluri, C Sun, Z Qin, LM Becker, AP Vo, MP Cain, D Tampe, L Bizarro, T Fiaschi, A Marini, E Giannoni, P Gandellini, A De Donatis, SJ Parker, CR Amendola, K Hollinshead, Q Yu, K Yamamoto, J Encarnación-Rosado, CM Sousa, DE Biancur, CJ Halbrook, MH Sherman, A Achreja, TL Yeung, LS Mangala, C Han, TD Bhagat, D Von Ahrens, M Dawlaty, Y Zou, J Baddour, M Bacci, A Angelin, L Gil-de-Gómez, S Dahiya, J Jiao, L Guo, MH Levine, MJ Watson, SJ Mullett, AE Overacre-Delgoffe, RM Peralta, S Grebinoski, J Qiu, T Noguchi, Y Luo, J Ma, L Qi, T Knifley, DW Piecoro, P Rychahou, S Li, W Dai, W Mo, J Feng, S Andrzejewski, SP Gravel, M Pollak, J St-Pierre, K Rohlenova, K Sachaphibulkij, J Stursa, A Bezawork-Geleta, J Blecha, B Endaya, LF Dong, VJ Jameson, D Tilly, L Prochazka, K Valis, L Song, C Liu, Q Zhang, X Liang, C Ramachandran, PK Nair, A Alamo, CB Cochrane, E Escalon, SJ Melnick, MK Shin, YD Jeon, SH Hong, SH Kang, JY Kee, JS Jin, L Dang, K Yen, EC Attar, D Rohle, J Popovici-Muller, N Palaskas, S Turcan, C Grommes, C Campos, A Alistar, BB Morris, R Desnoyer, HD Klepin, K Hosseinzadeh, C Clark, TS Pardee, K Lee, J Luddy, C Maturo, R Rodriguez, S Isom, C Xie, J Jin, X Bao, WH Zhan, TY Han, M Gan, O Tusskorn, T Khunluck, A Prawan, L Senggunprai, V Kukongviriyapan, ND Nguyen, D Lin, TN Fujimoto, JM Molkentine, T Peng, H Fu, Y Guo, P Hu, J Shi, P Yuan, W Yu, J Lin, A Xu, X Xu, LC Nava, S Tiberti, PA Corsetto, F Conte, P Tyagi, M Machwirth, A Jaccard, T Wyss, N Maldonado-Pérez, ST Teoh, A Lepez, H Yan, DW Parsons, G Jin, R McLendon, BA Rasheed, W Yuan, C Bardella, PJ Pollard, I Tomlinson, M Bolzoni, M Chiu, F Accardi, R Vescovini, I Airoldi, P Storti, J Márquez, FJ Alonso, JM Matés, JA Segura, M Martín-Rufián, JA Campos-Sandoval, MI Gross, SD Demo, JB Dennison, L Chen, T Chernov-Rogan, B Goyal, A Le, AN Lane, M Hamaker, S Bose, A Gouw, J Barbi, Y Xiang, ZE Stine, J Xia, Y Lu, RS O’Connor, BJ Altman, A Cassidy-Stone, E Ingerman, C Song, C Yoo, T Kuwana, A Ruiz, E Alberdi, C Matute, J Chwa, ME Oh, T Abeywardana, Q Xie, Q Wu, CM Horbinski, WA Flavahan, K Yang, W Zhou, MH You, MJ Jeon, SR Kim, WK Lee, SY Cheng, G Jang, SA Rosenberg, P Sharma, S Hu-Lieskovan, JA Wargo, A Ribas, D Wang, H Yu, F Zhou, H Zhang, AD Garg, A Kaczmarek, O Krysko, P Agostinis, EJ Lee, GH Nam, NK Lee, M Kih, E Koh, YK Kim, S Pierini, C Fang, S Rafail, JG Facciponte, J Huang, F De Sanctis, S Pustylnikov, F Costabile, S Beghi, A Facciabene, C Wei, O Yeku, RJ Brentjens, JC Yang, CH June, SR Riddell, TN Schumacher, ML Davila, I Riviere, J Park, LG Cowell, X Si, M Shao, X Teng, G Xiao, H Huang, M Sukumar, GU Mehta, SJ Patel, R Roychoudhuri, JG Crompton, NS Joshi, A Chandele, HK Lee, DR Urso, J Hagman, L Gattinoni, NP Restifo, K Klein, K He, AI Younes, HB Barsoumian, D Chen, T Ozgen, B Kalyanaraman, G Cheng, J Zielonka, O Ouari, M Lopez, D McAllister, K Boyle, LL Bu, GT Yu, WW Deng, L Mao, JF Liu, SR Ma Show less
Mitochondria are central actors in diverse physiological phenomena ranging from energy metabolism to stress signaling and immune modulation. Accumulating scientific evidence points to the critical inv Show more
Mitochondria are central actors in diverse physiological phenomena ranging from energy metabolism to stress signaling and immune modulation. Accumulating scientific evidence points to the critical involvement of specific mitochondrial-associated events, including mitochondrial quality control, intercellular mitochondrial transfer, and mitochondrial genetics, in potentiating the metastatic cascade of neoplastic cells. Furthermore, numerous recent studies have consistently emphasized the highly significant role mitochondria play in coordinating the regulation of tumor-infiltrating immune cells and immunotherapeutic interventions. This review provides a comprehensive and rigorous scholarly investigation of this subject matter, exploring the intricate mechanisms by which mitochondria contribute to tumor metastasis and examining the progress of mitochondria-targeted cancer therapies. Show less
📄 PDF DOI: 10.1007/s10555-024-10211-9
mitochondria review
Mack B Reynolds, Hanna S Hong, Britton C Michmerhuizen +6 more · 2023 · Science advances · Science · added 2026-04-20
Macrophage metabolic plasticity enables repurposing of electron transport from energy generation to inflammation and host defense. Altered respiratory complex II function has been implicated in cancer Show more
Macrophage metabolic plasticity enables repurposing of electron transport from energy generation to inflammation and host defense. Altered respiratory complex II function has been implicated in cancer, diabetes, and inflammation, but regulatory mechanisms are incompletely understood. Here, we show that macrophage inflammatory activation triggers Complex II disassembly and succinate dehydrogenase subunit B loss through sequestration and selective mitophagy. Mitochondrial fission supported lipopolysaccharide-stimulated succinate dehydrogenase subunit B degradation but not sequestration. We hypothesized that this Complex II regulatory mechanism might be coordinated by the mitochondrial phospholipid cardiolipin. Cardiolipin synthase knockdown prevented lipopolysaccharide-induced metabolic remodeling and Complex II disassembly, sequestration, and degradation. Cardiolipin-depleted macrophages were defective in lipopolysaccharide-induced pro-inflammatory cytokine production, a phenotype partially rescued by Complex II inhibition. Thus, cardiolipin acts as a critical organizer of inflammatory metabolic remodeling. Show less
no PDF DOI: 10.1126/sciadv.ade8701
mitochondria
S. Trapotsi, G. Drakakis, A. Koutsoukas +1688 more · 2022 · RSC Chemical Biology · Royal Society of Chemistry · added 2026-04-20
S. Trapotsi, G. Drakakis, A. Koutsoukas, I. Cortes–Ciriano, P. Martínez–Alonso, T. E. Malliavin, A. Velazquez-Campoy, S. C. Brewerton, M. J. Bodkin, D. A. Evans, R. C. Glen, J. A. Carrodeguas, A. Bender, S. W. Page, J. E. Maddison, M. R. Trusheim, E. R. Berndt, F. L. Douglas, L. Rovin, C. J. Bailey, G. Zhou, R. Myers, Y. Li, Y. Chen, X. Shen, J. Fenyk-Melody, M. Wu, J. Ventre, T. Doebber, N. Fujii, N. Musi, M. F. Hirshman, L. J. Goodyear, D. E. Moller, I. Bezprozvanny, J. Wu, Q. Li, A. C. Lai, C. M. Crews, J. Downward, F. Ardito, M. Giuliani, D. Perrone, G. Troiano, L. L. Muzio, H. Lodish, A. Berk, S. L. Zipursky, P. Matsudaira, D. Baltimore, J. Darnell, N. Ammeux, B. E. Housden, A. Georgiadis, Y. Hu, N. Perrimon, J. E. Dumont, S. Dremier, I. Pirson, C. Maenhaut, T. Vu, F. X. Claret, H. S. Camp, O. Li, S. C. Wise, Y. H. Hong, C. L. Frankowski, R. Vanbogelen, T. Leff, K. Kores, J. Konc, U. Bren, M.-A. Trapotsi, L. H. Mervin, A. M. Afzal, N. Sturm, O. Engkvist, I. P. Barrett, B. Baillif, J. Wichard, O. Méndez-Lucio, D. Rouquié, J. Inglese, D. S. Auld, B. A. Wetmore, J. F. Wambaugh, S. S. Ferguson, M. A. Sochaski, D. M. Rotroff, K. Freeman, H. J. Clewell III, D. J. Dix, M. E. Andersen, K. A. Houck, B. Allen, R. S. Judson, R. Singh, R. J. Kavlock, A. M. Richard, R. S. Thomas, M. Schenone, V. Dančík, B. K. Wagner, P. A. Clemons, A. Subramanian, R. Narayan, S. M. Corsello, D. D. Peck, T. E. Natoli, X. Lu, J. Gould, J. F. Davis, A. A. Tubelli, J. K. Asiedu, D. L. Lahr, J. E. Hirschman, Z. Liu, M. Donahue, B. Julian, M. Khan, D. Wadden, I. C. Smith, D. Lam, A. Liberzon, C. Toder, M. Bagul, M. Orzechowski, O. M. Enache, F. Piccioni, S. A. Johnson, N. J. Lyons, A. H. Berger, A. F. Shamji, A. N. Brooks, A. Vrcic, C. Flynn, J. Rosains, D. Y. Takeda, R. Hu, D. Davison, J. Lamb, K. Ardlie, L. Hogstrom, P. Greenside, N. S. Gray, S. Silver, X. Wu, W.-N. Zhao, W. Read-Button, S. J. Haggarty, L. V. Ronco, J. S. Boehm, S. L. Schreiber, J. G. Doench, J. A. Bittker, D. E. Root, B. Wong, T. R. Golub, J. M. Raser, E. K. O’Shea, A. A. Kalaitzis, N. D. Lawrence, D. P. Nusinow, J. Szpyt, M. Ghandi, C. M. Rose, E. R. McDonald, M. Kalocsay, J. Jané-Valbuena, E. Gelfand, D. K. Schweppe, M. Jedrychowski, J. Golji, D. A. Porter, T. Rejtar, Y. K. Wang, G. V. Kryukov, F. Stegmeier, B. K. Erickson, L. A. Garraway, W. R. Sellers, S. P. Gygi, M.-A. Bray, S. Singh, H. Han, C. T. Davis, B. Borgeson, C. Hartland, M. Kost-Alimova, S. M. Gustafsdottir, C. C. Gibson, A. E. Carpenter, A. X. Lu, O. Z. Kraus, S. Cooper, A. M. Moses, S. N. Chandrasekaran, H. Ceulemans, J. D. Boyd, M. J. Cox, S. Jaensch, J. Van de Waeter, L. Cougnaud, D. Seynaeve, S. Benalla, S. J. Koo, I. Van Den Wyngaert, J.-M. Neefs, D. Malkov, M. Bittremieux, M. Steemans, P. J. Peeters, J. K. Wegner, E. Gustin, Y. T. Chong, H. W. H. Göhlmann, I. Nassiri, M. N. McCall, P. D. Piehowski, V. A. Petyuk, D. J. Orton, F. Xie, M. Ramirez-Restrepo, A. Engel, A. P. Lieberman, R. L. Albin, D. G. Camp, R. D. Smith, A. J. Myers, M. Medo, D. M. Aebersold, M. Medová, C. H. Johnson, F. J. Gonzalez, T. Ramirez, M. Daneshian, H. Kamp, F. Y. Bois, M. R. Clench, M. Coen, B. Donley, S. M. Fischer, D. R. Ekman, E. Fabian, C. Guillou, J. Heuer, H. T. Hogberg, H. Jungnickel, H. C. Keun, G. Krennrich, E. Krupp, A. Luch, F. Noor, E. Peter, B. Riefke, M. Seymour, N. Skinner, L. Smirnova, E. Verheij, S. Wagner, T. Hartung, B. van Ravenzwaay, M. Leist, A. M. D. Livera, M. Sysi-Aho, L. Jacob, J. A. Gagnon-Bartsch, S. Castillo, J. A. Simpson, T. P. Speed, R. Chaleckis, I. Meister, P. Zhang, C. E. Wheelock, J. G. Abelin, J. Patel, C. M. Feeney, L. Fagbami, A. L. Creech, L. Pino, J. W. Qiao, E. Kuhn, A. Officer, J. Li, S. Abbatiello, R. Sidman, E. Snyder, S. A. Carr, J. D. Jaffe, Y. A. Chen, S. A. Eschrich, L. Litichevskiy, R. Peckner, C. M. Dunning, J. D. Egertson, S. Egri, T. Ko, B. X. MacLean, A. E. Mungenast, M. Papanastasiou, V. Sharma, J. Z. Young, M. J. MacCoss, L.-H. Tsai, R. Lewis, Z. Tanoli, U. Seemab, A. 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Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Mächler, P. Rousseeuw, A. Struyf, M. Hubert, K. Hornik, A. Kassambara, F. Mundt, R. Argelaguet, B. Velten, D. Arnol, S. Dietrich, T. Zenz, J. C. Marioni, F. Buettner, W. Huber, O. Stegle, A. Klami, S. Virtanen, E. Leppäaho, S. Kaski, S. A. Khan, O. P. Kallioniemi, A. Poso, T. Chen, S. Tyagi, D. Bredikhin, Y. Deloro, E. Leppaaho, M. Ammad-ud-din, I. Subramanian, S. Verma, S. Kumar, A. Jere, K. Anamika, R. Chen, X. Liu, S. Jin, J. Lin, J. Liu, J. Vamathevan, D. Clark, P. Czodrowski, I. Dunham, E. Ferran, G. Lee, B. Li, A. Madabhushi, P. Shah, M. Spitzer, S. Zhao, J. Scheiber, M. Glick, J. W. Davies, K. Azzaoui, J. Hamon, L. Urban, S. Whitebread, D. Rogers, M. Hahn, Y. C. Martin, J. L. Kofron, L. M. Traphagen, S. Gao, D. Luo, G. Liu, Z. Xiao, G. Shan, Y. Zhang, W. Zhou, C. Scheeder, M. Boutros, R. P. Sheridan, L. M. Kauvar, D. L. Higgins, H. O. Villar, J. R. Sportsman, A. Engqvist-Goldstein, R. Bukar, K. E. Bauer, H. Dilley, D. M. Rocke, C. Yuan, T. V. Aa, I. Chakroun, J. Simm, A. Arany, Y. Moreau, T. L. Van, J. F. G. Dzib, R. Wuyts, W. Verachtert, M. Wen, Z. Zhang, S. Niu, H. Sha, R. Yang, Y. Yun, H. Lu, A. A. M. Al-Saffar, H. Tao, M. A. Talab, A. Mayr, G. Klambauer, T. Unterthiner, M. Steijaert, D.-A. Clevert, S. Hochreiter, M. C. Robinson, A. A. Lee, I. Cortés-Ciriano, Y. Zhu, T. Brettin, F. Xia, A. Partin, M. Shukla, H. Yoo, Y. A. Evrard, J. H. Doroshow, R. L. Stevens, M. Hofmarcher, E. Rumetshofer, N. Aniceto, A. A. Freitas, T. Ghafourian, N. Bosc, F. Atkinson, E. Felix, A. R. Leach, Y. Saeys, I. Inza, P. Larrañaga, R. Caruana, S. Lawrence, C. L. Giles, Y. E. Wang, G.-Y. Wei, D. Brooks, C. Rudin, M. Walter, P. Wright, A. Bartosik, D. Dolciami, A. Elbasir, N. Fortelny, C. Bock, M. Abadi, P. Barham, Z. Chen, A. Davis, J. Dean, M. Devin, S. Ghemawat, G. Irving, M. Isard, M. Kudlur, J. Levenberg, R. Monga, S. Moore, D. G. Murray, B. Steiner, P. Tucker, V. Vasudevan, P. Warden, M. Wicke, Y. Yu, X. Zheng, A. Paszke, S. Gross, F. Massa, A. Lerer, G. Chanan, T. Killeen, Z. Lin, N. Gimelshein, L. Antiga, A. Desmaison, A. Köpf, E. Yang, Z. DeVito, M. Raison, A. Tejani, S. Chilamkurthy, L. Fang, S. Chintala, P. Zakeri, T. Haber, K. C. Bulusu, L. Kalash, M. A. Firth, Z. Ji, J. Su, H. Wang, D. Huang, X. Zhou, O. Weinreb, T. Amit, M. B. H. Youdim, N. L. Patel-Murray, M. Adam, N. Huynh, B. T. Wassie, P. Milani, E. Fraenkel, J. Vialard, P. Buijnsters, I. Velter, A. Vapirev, M. F. Cuccarese, B. A. Earnshaw, K. Heiser, B. Fogelson, P. F. McLean, H. B. Gordon, K.-R. Skelly, F. L. Weathersby, V. Rodic, I. K. Quigley, E. D. Pastuzyn, B. M. Mendivil, N. H. Lazar, C. A. Brooks, J. Carpenter, B. L. Probst, P. Jacobson, S. W. Glazier, J. Ford, J. D. Jensen, N. D. Campbell, M. A. Statnick, A. S. Low, K. R. Thomas, S. S. Hegde, R. W. Alfa, M. L. Victors, I. S. Haque, M. Kibble, N. Saarinen, F. Iorio, S. Mäkelä, T. Aittokallio, M. Iwata, R. Sawada, H. Iwata, M. Kotera, Y. Yamanishi, E. Dazert, M. Colombi, T. Boldanova, S. Moes, D. Adametz, L. Quagliata, V. Roth, L. Terracciano, M. H. Heim, P. Jenoe, M. N. Hall, D. Carrella, F. Napolitano, R. Rispoli, M. Miglietta, A. Carissimo, L. Cutillo, F. Sirci, F. Gregoretti, D. Di Bernardo, A. Conesa, S. Beck Show less
The elucidation of a compound's Mechanism of Action (MoA) is a challenging task in the drug discovery process, but it is important in order to rationalise phenotypic findings and to anticipate potenti Show more
The elucidation of a compound's Mechanism of Action (MoA) is a challenging task in the drug discovery process, but it is important in order to rationalise phenotypic findings and to anticipate potential side-effects. Bioinformatic approaches, advances in machine learning techniques and the increasing deposition of high-throughput data in public databases have significantly contributed to recent advances in the field, but it is not straightforward to decide which data and methods are most suitable to use in a given case. In this review, we focus on these methods and data and their applications in generating MoA hypotheses for subsequent experimental validation. We discuss compound-specific data such as -omics, cell morphology and bioactivity data, as well as commonly used supplementary prior knowledge such as network and pathway data, and provide information on databases where this data can be accessed. In terms of methodologies, we discuss both well-established methods (connectivity mapping, pathway enrichment) as well as more developing methods (neural networks and multi-omics integration). Finally, we review case studies where the MoA of a compound was successfully suggested from computational analysis by incorporating multiple data modalities and/or methodologies. Our aim for this review is to provide researchers with insights into the benefits and drawbacks of both the data and methods in terms of level of understanding, biases and interpretation – and to highlight future avenues of investigation which we foresee will improve the field of MoA elucidation, including greater public access to -omics data and methodologies which are capable of data integration. Show less
📄 PDF DOI: 10.1039/d1cb00069a
ML review
T. Narayan, A. Dutta, A. Agarwal +541 more · 2022 · iScience · Elsevier · added 2026-04-20
T. Narayan, A. Dutta, A. Agarwal, R.J. MacKenzie, R. Pippa, C.A. Eide, J. Oddo, J.W. Tyner, R. Sears, M.P. Vitek, M.D. Odero, D.J. Christensen, B.J. Druker, A. Ashkenazi, R.C. Pai, S. Fong, S. Leung, D.A. Lawrence, S.A. Marsters, C. Blackie, L. Chang, A.E. McMurtrey, A. Hebert, A. Bene, T.C. Chambers, I. Beuvink, A. Boulay, S. Fumagalli, F. Zilbermann, S. Ruetz, T. O'Reilly, F. Natt, J. Hall, H.A. Lane, G. Thomas, M. Bhat, N. Robichaud, L. Hulea, N. Sonenberg, J. Pelletier, I. Topisirovic, R. Briffa, S.P. Langdon, G. Grech, D.J. Harrison, B.A. Carneiro, W.S. El-Deiry, T.C. Chou, A.E. Collier, D.F. Spandau, R.C. Wek, I. Cristobal, R. Manso, R. Rincón, C. Caramés, C. Senin, A. Borrero, J. Martínez-Useros, M. Rodriguez, S. Zazo, O. Aguilera, R. Rincon, C. Carames, J. Madoz-Gurpide, F. Rojo, J. Garcia-Foncillas, R.M. De Palma, S.R. Parnham, Y. Li, J.J. Oaks, Y.K. Peterson, Z.M. Szulc, B.M. Roth, Y. Xing, B. Ogretmen, D. Deng, K. Shah, M.J. Fournier, L. Coudert, S. Mellaoui, P. Adjibade, C. Gareau, M.F. Côté, R.C. Gaudreault, R. Mazroui, A.M. Gaben, C. Saucier, M. Bedin, V. Barbu, J. Mester, C. Filion, D. Martel, Y. Labelle, A.G. Georgakilas, O.A. Martin, W.M. Bonner, M.J. Gerdes, C.J. Sevinsky, A. Sood, S. Adak, M.O. Bello, A. Bordwell, A. Can, A. Corwin, S. Dinn, R.J. Filkins, M. Gorospe, X. Wang, K.Z. Guyton, N.J. Holbrook, M.M. Gottesman, J.R. Graff, B.W. Konicek, J.H. Carter, E.G. Marcusson, R.S. Herbst, S.G. Eckhardt, R. Kurzrock, S. Ebbinghaus, P.J. O'Dwyer, M.S. Gordon, W. Novotny, M.A. Goldwasser, T.M. Tohnya, B.L. Lum, S.D. Heys, K.G. Park, M.A. McNurlan, A.G. Calder, V. Buchan, K. Blessing, O. Eremin, P.J. Garlick, B. Hoang, A. Benavides, Y. Shi, Y. Yang, P. Frost, J. Gera, A. Lichtenstein, A.N. Hobden, E. Cundliffe, N. Ikoma, K. Raghav, G. Chang, A. Ishitsuka, E. Fujine, Y. Mizutani, C. Tawada, H. Kanoh, Y. Banno, M. Seishima, S. Iwasaki, N.T. Ingolia, S.C. Jahn, P.E. Corsino, B.J. Davis, M.E. Law, P. Nørgaard, B.K. Law, V. Janssens, S. Longin, J. Goris, M.A. Jensen, V. Ferretti, R.L. Grossman, L.M. Staudt, Y.H. Jin, K.J. Yoo, Y.H. Lee, S.K. Lee, A. Kahvejian, Y.V. Svitkin, R. Sukarieh, M.N. M'Boutchou, S.K. Kelley, L.A. Harris, D. Xie, L. Deforge, K. Totpal, J. Bussiere, J.A. Fox, S.L. Kim, Y.C. Liu, Y.R. Park, S.Y. Seo, S.H. Kim, I.H. Kim, S.O. Lee, S.T. Lee, D.G. Kim, S.W. Kim, N.N. Kreis, F. Louwen, J. Yuan, M. Law, E. Forrester, A. Chytil, P. Corsino, G. Green, B. Davis, T. Rowe, B. Law, S.L. Lehman, G.J. Cerniglia, G.J. Johannes, J. Ye, S. Ryeom, C. Koumenis, S. Lek, J. Vargas-Medrano, E. Villanueva, B. Marcus, W. Godfrey, R.G. Perez, J. Lemke, S. von Karstedt, J. Zinngrebe, H. Walczak, D. Leonard, W. Huang, S. Izadmehr, C.M. O'Connor, D.D. Wiredja, Z. Wang, N. Zaware, Y. Chen, D.M. Schlatzer, J. Kiselar, V. Leung-Pineda, C.E. Ryan, H. Piwnica-Worms, L. Li, J. Wang, J.G. Li, Z. Wu, P. Ma, X.J. Lian, I.E. Gallouzi, H. Lin, X. Qiu, B. Zhang, J. Zhang, T.A. Lin, X. Kong, T.A.J. Haystead, A. Pause, G. Belsham, J.C. Lawrence, J. Lu, J.S. Kovach, F. Johnson, J. Chiang, R. Hodes, R. Lonser, Z. Zhuang, M. Mahyar-Roemer, K. Roemer, A. Maiuthed, C. Ninsontia, K. Erlenbach-Wuensch, B. Ndreshkjana, J.K. Muenzner, A. Caliskan, H. Ahmed P, A.P. Husayn, C. Chaotham, A. Hartmann, K. Malinowsky, U. Nitsche, K.P. Janssen, F.G. Bader, C. Spath, E. Drecoll, G. Keller, H. Hofler, S. Mazhar, S.E. Taylor, J. Sangodkar, G. Narla, K. McClinch, R.A. Avelar, D. Callejas, D. Wiredja, A. Perl, D.B. Kastrinsky, D. Schlatzer, M. Cooper, D.R. McIlwain, T. Berger, T.W. Mak, N. Melling, R. Simon, J.R. Izbicki, L.M. Terracciano, C. Bokemeyer, G. Sauter, A.H. Marx, J.R. Mills, Y. Hippo, F. Robert, S.M.H. Chen, A. Malina, C.J. Lin, U. Trojahn, H.G. Wendel, A. Charest, R.T. Bronson, C.S. Mitsiades, S.P. Treon, N. Mitsiades, Y. Shima, P. Richardson, R. Schlossman, T. Hideshima, K.C. Anderson, K. Morita, S. He, R.P. Nowak, M.W. Zimmerman, C. Fu, A.D. Durbin, M.W. Martel, N. Prutsch, N.S. Gray, S. Narayan, A.S. Jaiswal, R. Sharma, A. Nawab, L.V. Duckworth, M. Zajac-Kaye, T.J. George, J. Sharma, A.K. Sharma, R.A. Hromas, S. Ramisetti, A. Singh-Pillay, P. Singh, S. Amin, P. Palaiologos, D. Chrysikos, S. Theocharis, G. Kouraklis, G.J. Belsham, A.C. Gingras, O. Donzé, M.D. Ralff, P.G. Richardson, C. Eng, J. Kolesar, N.R. Rodrigues, A. Rowan, M.E. Smith, I.B. Kerr, W.F. Bodmer, J.V. Gannon, D.P. Lane, H.K. Roy, B.F. Olusola, D.L. Clemens, W.J. Karolski, A. Ratashak, H.T. Lynch, T.C. Smyrk, E. Rozengurt, H.P. Soares, J. Sinnet-Smith, P.P. Ruvolo, R. Tohme, E.K. Schmidt, G. Clavarino, M. Ceppi, P. Pierre, R.R. Sharma, T.S. Ravikumar, D. Raimo, W.L. Yang, R.L. Siegel, K.D. Miller, H.E. Fuchs, A. Jemal, J.C. Soria, Z. Márk, P. Zatloukal, B. Szima, I. Albert, E. Juhász, J.L. Pujol, J. Kozielski, N. Baker, D. Smethurst, W. Stöcklein, W. Piepersberg, A. Surov, P. Clauser, Y.W. Chang, L. Martincich, S.C. Partridge, J.Y. Kim, H.J. Meyer, A. Wienke, A. Suzuki, T. Ito, H. Kawano, M. Hayashida, Y. Hayasaki, Y. Tsutomi, K. Akahane, T. Nakano, M. Miura, K. Shiraki, T. Araki, S. Tahmasebi, T. Alain, V.K. Rajasekhar, J.P. Zhang, M. Prager-Khoutorsky, A. Khoutorsky, Y. Dogan, C.G. Gkogkas, E. Petroulakis, A. Sylvestre, A. Thorburn, K. Behbakht, H. Ford, H. Tian, E.K. Wittmack, T.J. Jorgensen, R. Tohmé, S. Gandhe, G. Tabaro, S. Vallabhaneni, A. Thomas, N. Vasireddi, N.S. Dhawan, A. Ma'ayan, N. Sharma, C. Vaklavas, S.W. Blume, W.E. Grizzle, K. Van der Jeught, H.C. Xu, Y.J. Li, X.B. Lu, G. Ji, A. Montinaro, R.E. Miller, K. Ariail, B. Gliniak, T.S. Griffith, M. Kubin, W. Chin, J. Jones, A. Woodward, T. Le, H. Wang, Y. Liu, J. Ding, Y. Huang, J. Liu, N. Liu, Y. Ao, Y. Hong, L. Wang, L. Zhang, M. Wang, E. Yaaghubi, A.F. Ghilardi, R.B. Ferreira, C.W. Chiang, O.A. Guryanova, D. Kopinke, C.D. Heldermon, S.S. Wang, E.D. Esplin, J.L. Li, L. Huang, A. Gazdar, J. Minna, G.A. Evans, X.W. Wang, Y.J. Zhang, J.S. Warmus, G.J. Dilley, A.I. Meyers, F. Wei, Y. Zhang, L. Geng, P. Zhang, G. Wang, R.H. Weiss, J. Westermarck, N. Wu, Z. Du, Y. Zhu, Y. Song, L. Pang, Z. Chen, J. Xu, P. Wang, H. Yang, J. Zhou, X. Li, W. Xue, C. Yu, Y. Tian, F. Zhu, J.Y. Zhou, W.Z. Wei, G.S. Wu, S.Q. Xu, P. Yaffee, A. Osipov, C. Tan, R. Tuli, A. Hendifar, L. Yong, Z. YuFeng, B. Guang, P.E. Young, C.M. Womeldorph, E.K. Johnson, J.A. Maykel, B. Brucher, A. Stojadinovic, I. Avital, A. Nissan, S.R. Steele, Y. Yu, S.S. Kanwar, B.B. Patel, J. Nautiyal, F.H. Sarkar, A.P. Majumdar, B. Fang, N. Fujita, T. Tsuruo, X. Zhou, W. Liu, X. Hu, A. Dorrance, R. Garzon, P.J. Houghton, C. Shen Show less
Summary The treatment of colorectal cancer (CRC) with FOLFOX shows some efficacy, but these tumors quickly develop resistance to this treatment. We have observed increased phosphorylation of AKT1/mTO Show more
Summary The treatment of colorectal cancer (CRC) with FOLFOX shows some efficacy, but these tumors quickly develop resistance to this treatment. We have observed increased phosphorylation of AKT1/mTOR/4EBP1 and levels of p21 in FOLFOX-resistant CRC cells. We have identified a small molecule, NSC49L, that stimulates protein phosphatase 2A (PP2A) activity, downregulates the AKT1/mTOR/4EBP1-axis, and inhibits p21 translation. We have provided evidence that NSC49L- and TRAIL-mediated sensitization is synergistically induced in p21-knockdown CRC cells, which is reversed in p21-overexpressing cells. p21 binds with procaspase 3 and prevents the activation of caspase 3. We have shown that TRAIL induces apoptosis through the activation of caspase 3 by NSC49L-mediated downregulation of p21 translation, and thereby cleavage of procaspase 3 into caspase 3. NSC49L does not affect global protein synthesis. These studies provide a mechanistic understanding of NSC49L as a PP2A agonist, and how its combination with TRAIL sensitizes FOLFOX-resistant CRC cells. Show less
📄 PDF DOI: 10.1016/j.isci.2022.104518
amino-acid synthesis
K Robinson, JJ Griese, G Berggren +53 more · 2020 · Journal of Biological Inorganic Chemistry · Springer · added 2026-04-20
The association of proteins with metals, metalation, is challenging because the tightest binding metals are rarely the correct ones. Inside cells, correct metalation is enabled by controlled bioavaila Show more
The association of proteins with metals, metalation, is challenging because the tightest binding metals are rarely the correct ones. Inside cells, correct metalation is enabled by controlled bioavailability plus extra mechanisms for tricky combinations such as iron and manganese. Show less
📄 PDF DOI: 10.1007/s00775-020-01790-3
Fe
Michael S Lawrence, Petar Stojanov, Craig H Mermel +7 more · 2014 · Nature · Nature · added 2026-04-20
Although a few cancer genes are mutated in a high proportion of tumours of a given type (>20%), most are mutated at intermediate frequencies (2-20%). To explore the feasibility of creating a comprehen Show more
Although a few cancer genes are mutated in a high proportion of tumours of a given type (>20%), most are mutated at intermediate frequencies (2-20%). To explore the feasibility of creating a comprehensive catalogue of cancer genes, we analysed somatic point mutations in exome sequences from 4,742 human cancers and their matched normal-tissue samples across 21 cancer types. We found that large-scale genomic analysis can identify nearly all known cancer genes in these tumour types. Our analysis also identified 33 genes that were not previously known to be significantly mutated in cancer, including genes related to proliferation, apoptosis, genome stability, chromatin regulation, immune evasion, RNA processing and protein homeostasis. Down-sampling analysis indicates that larger sample sizes will reveal many more genes mutated at clinically important frequencies. We estimate that near-saturation may be achieved with 600-5,000 samples per tumour type, depending on background mutation frequency. The results may help to guide the next stage of cancer genomics. Show less
no PDF DOI: 10.1038/nature12912
amino-acid