đŸ‘€ J. E. Shoemaker

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Also published as: AR Shoemaker, B. A. Shoemaker, Robert H Shoemaker
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 MassaguĂ©, 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-PĂ©rez, 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 PĂĄez, 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 DamiĂŁo, 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-PĂ©otti, 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 SĂŒss, JG Okun, PH Krammer, MM KamiƄski, M KamiƄski, 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 BĂŒchler, 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 BĂ©roud, 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 ƞenbabaoğlu, 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 SciƄska, 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 GarcĂ­a-SĂĄez, 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 SĂĄez, 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 DĂŒndar, P Zumbo, SS Chandran, CA Klebanoff, M Shakiba, I Vitale, G Manic, LM Coussens, G Kroemer, L Galluzzi, X Geeraerts, J FernĂĄndez-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 EncarnaciĂłn-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-GĂłmez, 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-PĂ©rez, 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 MĂĄrquez, FJ Alonso, JM MatĂ©s, JA Segura, M MartĂ­n-RufiĂĄn, 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
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. MartĂ­nez–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. MĂ©ndez-Lucio, D. RouquiĂ©, 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. JanĂ©-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. MedovĂĄ, 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. Scherer, K. Wennerberg, J. Tang, M. VĂ€hĂ€-Koskela, A. Gaulton, L. J. Bellis, A. P. Bento, J. Chambers, M. Davies, A. Hersey, Y. Light, S. McGlinchey, D. Michalovich, B. Al-Lazikani, J. P. Overington, S. Kim, J. Chen, T. Cheng, A. Gindulyte, J. He, S. He, B. A. Shoemaker, P. A. Thiessen, B. Yu, L. Zaslavsky, J. Zhang, E. E. Bolton, I. A. Smit, C. H. G. Allen, F. Svensson, T. Hanser, J. Bajorath, J. Sun, N. Jeliazkova, V. Chupakhin, J.-F. Golib-Dzib, L. Carlsson, J. Wegner, I. Georgiev, V. Jeliazkov, N. Kochev, T. J. Ashby, H. Chen, T. Kalliokoski, C. Kramer, A. Vulpetti, P. Gedeck, A. Lin, D. Horvath, V. Afonina, G. Marcou, J.-L. Reymond, A. Varnek, C. Ye, D. J. Ho, M. Neri, C. Yang, T. Kulkarni, R. Randhawa, M. Henault, N. Mostacci, P. Farmer, S. Renner, R. Ihry, L. Mansur, C. G. Keller, G. McAllister, M. Hild, J. Jenkins, A. Kaykas, P. R. Bushel, R. S. Paules, S. S. Auerbach, H. K. Yalamanchili, Y.-W. Wan, G. X. Y. Zheng, J. M. Terry, P. Belgrader, P. Ryvkin, Z. W. Bent, R. Wilson, S. B. Ziraldo, T. D. Wheeler, G. P. McDermott, J. Zhu, M. T. Gregory, J. Shuga, L. Montesclaros, J. G. Underwood, D. A. Masquelier, S. Y. Nishimura, M. Schnall-Levin, P. W. Wyatt, C. M. Hindson, R. Bharadwaj, A. Wong, K. D. Ness, L. W. Beppu, H. J. Deeg, C. McFarland, K. R. Loeb, W. J. Valente, N. G. Ericson, E. A. Stevens, J. P. Radich, T. S. Mikkelsen, B. J. Hindson, J. H. Bielas, N. J. Schurch, P. Schofield, M. GierliƄski, C. Cole, A. Sherstnev, V. Singh, N. Wrobel, K. Gharbi, G. G. Simpson, T. Owen-Hughes, M. Blaxter, G. J. Barton, A. Koussounadis, S. P. Langdon, I. H. Um, D. J. Harrison, V. A. Smith, X. Xie, E. D. Crawford, D. Peck, J. W. Modell, I. C. Blat, M. J. Wrobel, J. Lerner, J.-P. Brunet, K. N. Ross, M. Reich, H. Hieronymus, G. Wei, S. A. Armstrong, R. Wei, E. S. Lander, R. Edgar, M. Domrachev, A. E. Lash, H. Parkinson, M. Kapushesky, M. Shojatalab, N. Abeygunawardena, R. Coulson, A. Farne, E. Holloway, N. Kolesnykov, P. Lilja, M. Lukk, R. Mani, T. Rayner, A. Sharma, E. William, U. Sarkans, A. Brazma, D. L. Svoboda, T. Saddler, Y. Igarashi, N. Nakatsu, T. Yamashita, A. Ono, Y. Ohno, T. Urushidani, H. Yamada, N. Lim, P. Pavlidis, A. Musa, L. S. Ghoraie, S.-D. Zhang, G. Galzko, O. Yli-Harja, M. Dehmer, B. Haibe-Kains, F. Emmert-Streib, M. Bickle, S. Seal, H. Yang, L. Vollmers, T. R. Jones, M. R. Lamprecht, C. Clarke, I. H. Kang, O. Friman, D. A. Guertin, J. H. Chang, R. A. Lindquist, J. Moffat, P. Golland, D. M. Sabatini, M. Held, M. H. A. Schmitz, B. Fischer, T. Walter, B. Neumann, M. H. Olma, M. Peter, J. Ellenberg, D. W. Gerlich, S. Rajaram, B. Pavie, L. F. Wu, S. J. Altschuler, J. Ollion, J. Cochennec, F. Loll, C. EscudĂ©, T. Boudier, T. Wollmann, M. Gunkel, I. Chung, H. Erfle, K. Rippe, K. Rohr, J. C. Caicedo, A. Goodman, K. W. Karhohs, B. A. Cimini, J. Ackerman, M. Haghighi, C. Heng, T. Becker, M. Doan, C. McQuin, M. Rohban, V. Chernyshev, L. Kamentsky, L. Ding, S. M. Rafelski, D. Thirstrup, W. Wiegraebe, F. Heigwer, S. Warchal, P. Qiu, C. Molnar, A. S. Vasilevich, J. D. Barry, H. S. Bansal, O. Kraus, M. Wawer, L. Paavolainen, M. D. Herrmann, J. Hung, H. Hennig, J. Concannon, I. Smith, P. Rees, P. Horvath, R. G. Linington, V. Ljosa, K. L. Sokolnicki, E. Williams, J. Moore, S. W. Li, G. Rustici, A. Tarkowska, A. Chessel, S. Leo, B. Antal, R. K. Ferguson, R. E. C. Salas, J. R. Swedlow, M. H. Rohban, N. E. Bodycombe, T. P. Hasaka, C. S. Hon, M. M. Kemp, K. Li, D. Walpita, M. J. Wawer, A. Mullard, A. A. Saei, C. M. Beusch, A. Chernobrovkin, P. Sabatier, B. Zhang, Ü. G. Tokat, E. Stergiou, M. Gaetani, Á. VĂ©gvĂĄri, R. A. Zubarev, M. Zapalska-Sozoniuk, L. Chrobak, K. Kowalczyk, M. Kankofer, H. Gullberg, K. Johansson, B. Lundgren, P. I. Arvidsson, E. S. J. ArnĂ©r, Y. Perez-Riverol, A. Csordas, J. Bai, M. Bernal-Llinares, S. Hewapathirana, D. J. Kundu, A. Inuganti, J. Griss, G. Mayer, M. Eisenacher, E. PĂ©rez, J. Uszkoreit, J. Pfeuffer, T. Sachsenberg, ƞ. Yılmaz, S. Tiwary, J. Cox, E. Audain, M. Walzer, A. F. Jarnuczak, T. Ternent, J. A. VizcaĂ­no, P. Samaras, T. Schmidt, M. Frejno, S. Gessulat, M. Reinecke, A. Jarzab, J. Zecha, J. Mergner, P. Giansanti, H.-C. Ehrlich, S. Aiche, J. Rank, H. Kienegger, H. Krcmar, B. Kuster, M. Wilhelm, B. Aslam, M. Basit, M. A. Nisar, M. Khurshid, M. H. Rasool, Y. Lao, X. Wang, N. Xu, H. Zhang, H. Xu, K. Hollywood, D. R. Brison, R. Goodacre, L. Zhang, C. Ma, H. Chao, Y. Long, Z. Li, X. Ge, H. Xia, Y. Yin, J. Batley, M. Li, R. Cavill, D. Jennen, J. Kleinjans, J. J. BriedĂ©, W. Lu, X. Su, M. S. Klein, I. A. Lewis, O. Fiehn, J. D. Rabinowitz, M. Wright Muelas, I. Roberts, F. Mughal, S. O’Hagan, P. J. Day, D. B. Kell, Y. Lin, G. W. Caldwell, W. Lang, J. Masucci, K. Peters, J. Bradbury, S. Bergmann, M. Capuccini, M. Cascante, P. de Atauri, T. M. D. Ebbels, C. Foguet, R. Glen, A. Gonzalez-Beltran, U. L. GĂŒnther, E. Handakas, T. Hankemeier, K. Haug, S. Herman, P. Holub, M. Izzo, D. Jacob, D. Johnson, F. Jourdan, N. Kale, I. Karaman, B. Khalili, P. Emami Khonsari, K. Kultima, S. Lampa, A. Larsson, C. Ludwig, P. Moreno, S. Neumann, J. A. Novella, C. O’Donovan, J. T. M. Pearce, A. Peluso, M. E. Piras, L. Pireddu, M. A. C. Reed, P. Rocca-Serra, P. Roger, A. Rosato, R. Rueedi, C. Ruttkies, N. Sadawi, R. M. Salek, S.-A. Sansone, V. Selivanov, O. Spjuth, D. Schober, E. A. ThĂ©venot, M. Tomasoni, M. van Rijswijk, M. van Vliet, M. R. Viant, R. J. M. Weber, G. Zanetti, C. Steinbeck, J. Xia, N. Psychogios, N. Young, D. S. Wishart, K. Cochrane, V. C. Nainala, M. Williams, J. Chang, K. V. Jayaseelan, A. I. Campos, M. Zampieri, T. Fuhrer, D. C. SĂ©vin, U. Sauer, N. Zamboni, N. J. Shah, S. Sureshkumar, D. G. Shewade, P. V. Hornbeck, J. M. Kornhauser, S. Tkachev, E. Skrzypek, B. Murray, V. Latham, M. Sullivan, T. Y. Low, M. A. Mohtar, P. Y. Lee, N. Omar, H. Zhou, M. Ye, M. K. Morris, A. Chi, I. N. Melas, L. G. Alexopoulos, M. L. Guerriero, A. Corrigan, A. Bornot, M. Firth, P. O’Shea, D. Ross-Thriepland, S. Peel, A. Agrotis, R. Ketteler, M. Jost, J. S. Weissman, E. Goncalves, C. Fellmann, B. G. Gowen, P.-C. Lin, J. A. Doudna, J. E. Corn, S. M. B. Nijman, A. E. Enayetallah, D. Ziemek, M. T. Leininger, J. Yang, T. B. Manion, D. E. Mather, W. J. Zavadoski, M. Kuhn, J. L. Treadway, S. A. G. des Etages, E. M. Gibbs, N. Greene, C. M. Steppan, R. Kumar, S. J. Blakemore, C. E. Ellis, E. F. Petricoin, D. Pratt, M. Macoritto, A. L. Matthews, J. J. Loureiro, K. Elliston, R. T. Pillich, V. Rynkov, D. Welker, S. Orchard, S. Kerrien, S. Abbani, B. Aranda, J. Bhate, S. Bidwell, A. Bridge, L. Briganti, F. S. L. Brinkman, G. Cesareni, A. Chatr-aryamontri, E. Chautard, C. Chen, M. Dumousseau, J. Goll, R. E. W. Hancock, L. I. Hannick, I. Jurisica, J. Khadake, D. J. Lynn, U. Mahadevan, L. Perfetto, A. Raghunath, S. Ricard-Blum, B. Roechert, L. Salwinski, V. StĂŒmpflen, M. Tyers, P. Uetz, I. Xenarios, H. Hermjakob, M. D. Wilkinson, M. Dumontier, I. J. J. Aalbersberg, G. Appleton, M. Axton, A. Baak, N. Blomberg, J.-W. Boiten, L. B. da Silva Santos, P. E. Bourne, J. Bouwman, A. J. Brookes, T. Clark, M. Crosas, I. Dillo, O. Dumon, S. Edmunds, C. T. Evelo, R. Finkers, A. J. G. Gray, P. Groth, C. Goble, J. S. Grethe, J. Heringa, P. A. C.’t Hoen, R. Hooft, T. Kuhn, R. Kok, J. Kok, S. J. Lusher, M. E. Martone, A. Mons, A. L. Packer, B. Persson, M. Roos, R. van Schaik, E. Schultes, T. Sengstag, T. Slater, G. Strawn, M. A. Swertz, M. Thompson, J. van der Lei, E. van Mulligen, J. Velterop, A. Waagmeester, P. Wittenburg, K. Wolstencroft, J. Zhao, B. Mons, C. von Mering, L. J. Jensen, B. Snel, S. D. Hooper, M. Krupp, M. Foglierini, N. Jouffre, M. A. Huynen, P. Bork, L. Garcia-Alonso, M. M. Ibrahim, D. Turei, J. Saez-Rodriguez, H. Huang, B. M. Jedynak, J. S. Bader, X. Zhu, M. Gerstein, M. Snyder, K. Luck, D.-K. Kim, L. Lambourne, K. Spirohn, B. E. Begg, W. Bian, R. Brignall, T. Cafarelli, F. J. Campos-Laborie, B. Charloteaux, D. Choi, A. G. CotĂ©, M. Daley, S. Deimling, A. Desbuleux, A. Dricot, M. Gebbia, M. F. Hardy, N. Kishore, J. J. Knapp, I. A. KovĂĄcs, I. Lemmens, M. W. Mee, J. C. Mellor, C. Pollis, C. Pons, A. D. Richardson, S. Schlabach, B. Teeking, A. Yadav, M. Babor, D. Balcha, O. Basha, C. Bowman-Colin, S.-F. Chin, S. G. Choi, C. Colabella, G. Coppin, C. D’Amata, D. De Ridder, S. De Rouck, M. Duran-Frigola, H. Ennajdaoui, F. Goebels, L. Goehring, A. Gopal, G. Haddad, E. Hatchi, M. Helmy, Y. Jacob, Y. Kassa, S. Landini, R. Li, N. van Lieshout, A. MacWilliams, D. Markey, J. N. Paulson, S. Rangarajan, J. Rasla, A. Rayhan, T. Rolland, A. San-Miguel, Y. Shen, D. Sheykhkarimli, G. M. Sheynkman, E. Simonovsky, M. Taßan, A. Tejeda, V. Tropepe, J.-C. Twizere, Y. Wang, R. J. Weatheritt, J. Weile, Y. Xia, X. Yang, E. Yeger-Lotem, Q. Zhong, P. Aloy, G. D. Bader, J. De Las Rivas, S. Gaudet, T. Hao, J. Rak, J. Tavernier, D. E. Hill, M. Vidal, F. P. Roth, M. A. Calderwood, S. Bazzani, K. Sriyudthsak, F. Shiraishi, M. Y. Hirai, E. Alm, A. P. Arkin, J. Ma, A. Shojaie, G. Michailidis, S. Chowdhury, R. R. Sarkar, G. Vert, J. Chory, W. A. Haynes, A. Tomczak, P. Khatri, T. Charitou, K. Bryan, A. BrĂŒckner, C. Polge, N. Lentze, D. Auerbach, U. Schlattner, B. Tian, C. Zhao, F. Gu, Z. He, R. Krause, M. Cornell, S. G. Oliver, S. Fields, D. Voet, J. G. Voet, A. R. Neves, A. Ramos, M. C. Nunes, M. Kleerebezem, J. Hugenholtz, W. M. de Vos, J. Almeida, H. Santos, S. A. Lambert, A. Jolma, L. F. Campitelli, P. K. Das, M. Albu, X. Chen, J. Taipale, T. R. Hughes, M. T. Weirauch, P. J. Park, A. Blais, B. D. Dynlacht, M. Haque, R. Sarmah, D. K. Bhattacharyya, P. J. Thul, C. Lindskog, R. Barshir, M. Sharon, E. Lerman, B. F. Kirson, I. Hekselman, J. K. Huang, D. E. Carlin, M. K. Yu, W. Zhang, J. F. Kreisberg, P. Tamayo, T. Ideker, D. Yu, M. Kim, G. Xiao, T. H. Hwang, C. H. Wu, N. C. Duarte, S. A. Becker, N. Jamshidi, I. Thiele, M. L. Mo, T. D. Vo, R. Srivas, B. Ø. Palsson, D. TĂŒrei, T. KorcsmĂĄros, R. Oughtred, J. Rust, C. Chang, B. Breitkreutz, C. Stark, A. Willems, L. Boucher, G. Leung, N. Kolas, F. Zhang, S. Dolma, J. Coulombe-Huntington, K. Dolinski, E. L. Huttlin, L. Ting, R. J. Bruckner, F. Gebreab, M. P. Gygi, S. Tam, G. Zarraga, G. Colby, K. Baltier, R. Dong, V. Guarani, L. P. Vaites, A. Ordureau, R. Rad, M. WĂŒhr, J. Chick, B. Zhai, D. Kolippakkam, J. Mintseris, R. A. Obar, T. Harris, S. Artavanis-Tsakonas, M. E. Sowa, P. DeCamilli, J. A. Paulo, J. W. Harper, R. Goel, H. C. Harsha, A. Pandey, T. S. K. Prasad, C. S. Greene, A. Krishnan, A. K. Wong, E. Ricciotti, R. A. Zelaya, D. S. Himmelstein, R. Zhang, B. M. Hartmann, E. Zaslavsky, S. C. Sealfon, D. I. Chasman, G. A. FitzGerald, T. Grosser, O. G. Troyanskaya, J. J. O’Shea, D. M. Schwartz, A. V. Villarino, M. Gadina, I. B. McInnes, A. Laurence, S. A. Sam, J. Teel, A. N. Tegge, A. Bharadwaj, T. M. Murali, A. Fabregat, S. Jupe, L. Matthews, K. Sidiropoulos, M. Gillespie, P. Garapati, R. Haw, B. Jassal, F. Korninger, B. May, M. Milacic, C. D. Roca, K. Rothfels, C. Sevilla, V. Shamovsky, S. Shorser, T. Varusai, G. Viteri, J. Weiser, G. Wu, L. Stein, P. D’Eustachio, D. N. Slenter, M. Kutmon, K. Hanspers, A. Riutta, J. Windsor, N. Nunes, J. MĂ©lius, E. Cirillo, S. L. Coort, D. Digles, F. Ehrhart, P. Giesbertz, M. Kalafati, M. Martens, R. Miller, K. Nishida, L. Rieswijk, L. M. T. Eijssen, A. R. Pico, E. L. Willighagen, M. Kanehisa, S. Goto, M. Trupp, T. Altman, C. A. Fulcher, R. Caspi, M. Krummenacker, S. Paley, P. D. Karp, E. G. Cerami, B. E. Gross, E. Demir, I. Rodchenkov, Ö. Babur, N. Anwar, N. Schultz, C. Sander, L. Y. Geer, A. Marchler-Bauer, R. C. Geer, L. Han, C. Liu, W. Shi, S. H. Bryant, S. G. Jantzen, B. J. Sutherland, D. R. Minkley, B. F. Koop, F. Supek, M. BoĆĄnjak, N. Ć kunca, T. Ć muc, D. V. Klopfenstein, B. S. Pedersen, F. RamĂ­rez, A. Warwick Vesztrocy, A. Naldi, C. J. Mungall, J. M. Yunes, O. Botvinnik, M. Weigel, W. Dampier, C. Dessimoz, P. Flick, H. Tang, D. Domingo-FernĂĄndez, S. Mubeen, J. MarĂ­n-LlaĂł, C. T. Hoyt, M. Hofmann-Apitius, A. B. Keenan, M. L. Wojciechowicz, Z. Wang, K. M. Jagodnik, S. L. Jenkins, A. Lachmann, A. Ma’ayan, X. P. Peng, C. Clement, A. Rodina, M. Nieto, J. Du, K. Stegmaier, S. M. Raj, K. N. Maloney, J. Clardy, W. C. Hahn, G. Chiosis, I. Barrett, P. Shannon, T. Sandmann, S. K. Kummerfeld, R. Gentleman, R. Bourgon, M. A. GarcĂ­a-Campos, J. Espinal-EnrĂ­quez, E. HernĂĄndez-Lemus, A. Yuryev, S. Ekins, R. Mathur, D. Rotroff, A. Motsinger-Reif, M. Sirota, A. J. Butte, B. Debrabant, M. E. Ritchie, B. Phipson, D. Wu, C. W. Law, G. K. Smyth, E. Lim, F. Vaillant, M.-L. Asselin-Labat, J. E. Visvader, P. D. Thomas, M. J. Campbell, A. Kejariwal, H. Mi, B. Karlak, R. Daverman, K. Diemer, A. Muruganujan, A. Narechania, E. Y. Chen, C. M. Tan, Y. Kou, Q. Duan, G. V. Meirelles, N. R. Clark, G. Dennis, B. T. Sherman, D. A. Hosack, W. Gao, H. C. Lane, R. A. Lempicki, A. Markiel, O. Ozier, N. S. Baliga, J. T. Wang, D. Ramage, N. Amin, B. Schwikowski, G. Bindea, B. Mlecnik, H. Hackl, P. Charoentong, M. Tosolini, A. Kirilovsky, W.-H. Fridman, F. PagĂšs, Z. Trajanoski, J. Galon, G. Yu, Q.-Y. He, L.-G. Wang, Y. Han, I. Ihnatova, E. Budinska, F. Li, Y. Qin, X. Bo, Y. Wu, S. Wang, G. Bradley, S. J. Barrett, N. L. Catlett, A. J. Bargnesi, S. Ungerer, T. Seagaran, W. Ladd, K. O. Elliston, S. Jaeger, J. Min, F. Nigsch, M. Camargo, J. Hutz, A. Cornett, S. Cleaver, A. Buckler, J. L. Jenkins, J. H. Woo, Y. Shimoni, W. S. Yang, P. Subramaniam, A. Iyer, P. Nicoletti, M. RodrĂ­guez MartĂ­nez, G. LĂłpez, M. Mattioli, R. Realubit, C. Karan, B. R. Stockwell, M. Bansal, A. Califano, H. Noh, J. E. Shoemaker, R. Gunawan, A. Liu, P. Trairatphisan, E. Gjerga, A. Didangelos, J. Barratt, A. Dugourd, C. Kuppe, M. Sciacovelli, K. B. Emdal, D. B. Bekker-Jensen, J. Kranz, E. M. J. Bindels, A. S. H. Costa, J. V. Olsen, C. Frezza, R. Kramann, A. Dubovenko, Y. Nikolsky, E. Rakhmatulin, T. Nikolskaya, A. KrĂ€mer, J. Green, J. Pollard, S. Tugendreich, C. Wiwie, J. Baumbach, R. Röttger, M. R. Karim, O. Beyan, A. Zappa, I. G. Costa, D. Rebholz-Schuhmann, M. Cochez, S. Decker, D. Xu, Y. Tian, F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. MĂ€chler, 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. LeppĂ€aho, 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. CortĂ©s-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. MĂ€kelĂ€, 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
Robert H Shoemaker · 2006 · Nature reviews. Cancer · Nature · added 2026-04-20
The US National Cancer Institute (NCI) 60 human tumour cell line anticancer drug screen (NCI60) was developed in the late 1980s as an in vitro drug-discovery tool intended to supplant the use of trans Show more
The US National Cancer Institute (NCI) 60 human tumour cell line anticancer drug screen (NCI60) was developed in the late 1980s as an in vitro drug-discovery tool intended to supplant the use of transplantable animal tumours in anticancer drug screening. This screening model was rapidly recognized as a rich source of information about the mechanisms of growth inhibition and tumour-cell kill. Recently, its role has changed to that of a service screen supporting the cancer research community. Here I review the development, use and productivity of the screen, highlighting several outcomes that have contributed to advances in cancer chemotherapy. Show less
no PDF DOI: 10.1038/nrc1951
anticancer review