đŸ‘€ Bernard R Brooks

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7
Articles
8
Name variants
Also published as: A. N. Brooks, C. A. Brooks, D. Brooks, Doug A. Brooks, MW Brooks, SA Brooks, T.A. Brooks
articles
Jiyeon Min, Fidaa Ali, Bernard R Brooks +2 more · 2025 · ACS Omega · ACS Publications · added 2026-04-20
Iron-sulfur (Fe-S) clusters are critical cofactors in metalloproteins, essential for cellular processes such as energy production, DNA repair, enzymatic catalysis, and metabolic regulation. While Fe-S Show more
Iron-sulfur (Fe-S) clusters are critical cofactors in metalloproteins, essential for cellular processes such as energy production, DNA repair, enzymatic catalysis, and metabolic regulation. While Fe-S cluster functions are intimately linked to their redox properties, their precise roles in many proteins remain unclear. In this study, we present a regression model based on experimental redox potential (E m ) data, utilizing only two features: the Fe-S cluster's total charge and the Fe atoms' average valence. This model achieves a high correlation with experimental data (R 2 = 0.82) and an average prediction error of 0.12 V. Applying this model across the Protein Data Bank, we predict E m values for all cataloged Fe-S clusters, uncovering redox potential trends across diverse cluster classes. The computed redox potentials showed strong agreement with experimental values, achieving an overall accuracy of 88%. This streamlined, computationally accessible approach enhances the annotation and mechanistic understanding of Fe-S proteins, offering new insights into the redox variability of electron transport proteins. Our model holds promise for advancing studies of metalloprotein function and facilitating the design of bioinspired redox systems. Show less
no PDF DOI: 10.1021/acsomega.5c01976
Fe amino-acid catalysis
Bradley J. Schwehr, David Hartnell, Gaewyn Ellison +8 more · 2024 · Analyst · Royal Society of Chemistry · added 2026-04-20
Neurobiological research relies heavily on imaging techniques, such as fluorescence microscopy, to understand neurological function and disease processes. However, the number and variety of fl Show more
Neurobiological research relies heavily on imaging techniques, such as fluorescence microscopy, to understand neurological function and disease processes. However, the number and variety of fluorescent probes available for ex vivo tissue section imaging limits the advance of research in the field. In this review, we outline the current range of fluorescent probes that are available to researchers for ex vivo brain section imaging, including their physical and chemical characteristics, staining targets, and examples of discoveries for which they have been used. This review is organised into sections based on the biological target of the probe, including subcellular organelles, chemical species (e.g., labile metal ions), and pathological phenomenon (e.g., degenerating cells, aggregated proteins). We hope to inspire further development in this field, given the considerable benefits to be gained by the greater availability of suitably sensitive probes that have specificity for important brain tissue targets. Show less
no PDF DOI: 10.1039/D4AN00663A
imaging review
Christie A. Bader, Peter V. Simpson, Elena Dallerba +9 more · 2024 · Dalton Transactions · Royal Society of Chemistry · added 2026-04-20
Morpholine motifs have been used extensively as targeting moieties for lysosomes, primarily in fluorescence imaging agents. Traditionally these imaging agents are based on organic molecules wh Show more
Morpholine motifs have been used extensively as targeting moieties for lysosomes, primarily in fluorescence imaging agents. Traditionally these imaging agents are based on organic molecules which have several shortcomings including small Stokes shifts, short emission lifetimes, and susceptibility to photobleaching. To explore alternative lysosome targeting imaging agents we have used a rhenium based phosphorescent platform which has been previously demonstrated to have an improved Stokes shift, a long lifetime emission, and is highly photostable. Rhenium complexes containing morpholine substituted ligands were designed to accumulate in acidic compartments. Two of the three complexes prepared exhibited bright emission in cells, when incubated at low concentrations (20 ÎŒM) and were non-toxic at concentrations as high as 100 ÎŒM, making them suitable for live cell imaging. We show that the rhenium complexes are amenable to chemical modification and that the morpholine targeted derivatives can be used for live cell confocal fluorescence imaging of endosomes–lysosomes. Show less
📄 PDF DOI: 10.1039/D3DT03067A
Re imaging synthesis
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 Weigelt, RA Weinberg, S Mei +175 more · 2024 · BMC Cancer · BioMed Central · added 2026-04-20
S Weigelt, RA Weinberg, S Mei, X Chen, K Wang, Y Chen, N Colombo, C Sessa, A du Bois, J Ledermann, WG McCluggage, I McNeish, H Abdel Mageed, K Van Der Speeten, P Sugarbaker, N Ahmed, R Escalona, D Leung, E Chan, G Kannourakis, W Chowanadisai, SM Messerli, DH Miller, JE Medina, JW Hamilton, MA Messerli, AM Haslehurst, M Koti, M Dharsee, P Nuin, K Evans, J Geraci, P Ghosh, C Vidal, S Dey, L Zhang, LF Dong, J Neuzil, HD Osiewacz, M Huang, CR Myers, Y Wang, M You, SE Weinberg, NS Chandel, O WARBURG, DC Wallace, RM Pascale, DF Calvisi, MM Simile, CF Feo, F Feo, G Kroemer, L Galluzzi, C Brenner, N Joza, E Tasdemir, MC Maiuri, M Hengartner, JM Abrams, Y Ding, V Labitzky, K Legler, M Qi, U Schumacher, B Schmalfeldt, L Oliveira-Ferrer, J Dietl, C Bartmann, C StĂŒrken, J Ghulam, C Stuerken, D Wicklein, R Pries, B Wollenberg, M Metzen, M Bruns, W Deppert, N LĂŒders, E Adam, DJ Flavell, D Boehm, SA Brooks, AJ Leathem, E Hjerpe, S Egyhazi, J Carlson, MF Stolt, K Schedvins, H Johansson, J Guo, X Li, W Zhang, S Zhu, L Chen, S Fulda, L Bockelmann, C Starzonek, AC Niehoff, U Karst, J Thomale, H Schluter, LC Bockelmann, WX Zong, JD Rabinowitz, E White, R Moreno-SĂĄnchez, S RodrĂ­guez-EnrĂ­quez, A MarĂ­n-HernĂĄndez, E Saavedra, Y Kubo, K Tanaka, Y Masuike, T Takahashi, K Yamashita, T Makino, CT Hensley, B Faubert, Q Yuan, N Lev-Cohain, E Jin, J Kim, LA Moukarzel, L Ferrando, H Dopeso, A Stylianou, T Basili, F Pareja, RJ DeBerardinis, JJ Lum, G Hatzivassiliou, CB Thompson, S Dar, J Chhina, I Mert, D Chitale, T Buekers, H Kaur, VW Liu, WC Xue, AN Cheung, HY Ngan, HY Lim, QS Ho, J Low, M Choolani, KP Wong, F Vazquez, JH Lim, H Chim, K Bhalla, G Girnun, K Pierce, EM Kuntz, P Baquero, AM Michie, K Dunn, S Tardito, TL Holyoake, DR Hodge, EM Hurt, WL Farrar, DS Matassa, MR Amoroso, H Lu, R Avolio, D Arzeni, C Procaccini, M Peiris-PagĂšs, UE Martinez-Outschoorn, RG Pestell, F Sotgia, MP Lisanti, AS Anderson, PC Roberts, MI Frisard, MW Hulver, EM Schmelz Show less
Most cancer patients ultimately die from the consequences of distant metastases. As metastasis formation consumes energy mitochondria play an important role during this process as they are the most im Show more
Most cancer patients ultimately die from the consequences of distant metastases. As metastasis formation consumes energy mitochondria play an important role during this process as they are the most important cellular organelle to synthesise the energy rich substrate ATP, which provides the necessary energy to enable distant metastasis formation. However, mitochondria are also important for the execution of apoptosis, a process which limits metastasis formation. We therefore wanted to investigate the mitochondrial content in ovarian cancer cells and link its presence to the patient’s prognosis in order to analyse which of the two opposing functions of mitochondria dominates during the malignant progression of ovarian cancer. Monoclonal antibodies directed against different mitochondrial specific proteins, namely heat shock proteins 60 (HSP60), fumarase and succinic dehydrogenase, were used in immunohistochemistry in preliminary experiments to identify the antibody most suited to detect mitochondria in ovarian cancer cells in clinical tissue samples. The clearest staining pattern, which even delineated individual mitochondria, was seen with the anti-HSP60 antibody, which was used for the subsequent clinical study staining primary ovarian cancers ( n  = 155), borderline tumours ( n  = 24) and recurrent ovarian cancers ( n  = 26). The staining results were semi-quantitatively scored into three groups according to their mitochondrial content: low ( n  = 26), intermediate ( n  = 50) and high ( n  = 84). Survival analysis showed that high mitochondrial content correlated with a statistically significant overall reduced survival rate In addition to the clinical tissue samples, mitochondrial content was analysed in ovarian cancer cells grown in vitro (cell lines: OVCAR8, SKOV3, OVCAR3 and COV644) and in vivo in severe combined immunodeficiency (SCID) mice. In in vivo grown SKOV3 and OVCAR8 cells, the number of mitochondria positive cells was markedly down-regulated compared to the in vitro grown cells indicating that mitochondrial number is subject to regulatory processes. As high mitochondrial content is associated with a poor prognosis, the provision of high energy substrates by the mitochondria seems to be more important for metastasis formation than the inhibition of apoptotic cell death, which is also mediated by mitochondria. In vivo and in vitro grown human ovarian cancer cells showed that the mitochondrial content is highly adaptable to the growth condition of the cancer cells. Show less
📄 PDF DOI: 10.1186/s12885-023-11667-8
mitochondria
S. Hangan, J. Lodge, A. Odani +529 more · 2024 · Molecules · MDPI · added 2026-04-20
S. Hangan, J. Lodge, A. Odani, T. Yamaguchi, I. Persson, N. Hadjiliadis, E. Sletten, S.A. Mehrdad, A. Cucchiarini, J.L. Mergny, S.K. Noureini, S. Muthaiah, A. Bhatia, M. Kannan, A.N. Srivastva, M. Stankovic, J. Kljun, N.L.J. Stevanovic, J. Lazic, S.S. Bogojevic, S. Vojnovic, M. Zlatar, J. Nikodinovic-Runic, I. Turel, M.I. Djuran, I. Aleksic, A. Veselinovic, B.D. Glisic, H. Alshater, A.I. Al-Sulami, S.A. Aly, E.M. Abdalla, M.A. Sakr, S.S. Hassan, S. de la Mata Moratilla, S. Casado Angulo, N. GĂłmez-Casanova, J.L. Copa-Patiño, I. Heredero-Bermejo, F.J. de la Mata, S. GarcĂ­a-Gallego, A. Hangan, A. Turza, R.L. Lucaciu, B. Sevastre, E. Pall, L.S. Oprean, G. Borodi, D. Rusu, A. Stănilă, I.O. Marian, C.O. Marian, M. Rusu, R. Lucaciu, T.J. Hubin, P.N. Amoyaw, K.D. Roewe, N.C. Simpson, R.D. Maples, T.N. Carder Freeman, A.N. Cain, J.G. Le, S.J. Archibald, S.I. Khan, E. Bortolamiol, F. Visentin, T. Scattolin, I. Kostova, A.C. Hangan, L. Dican, E. PĂĄll, R.L. Stan, S. Gheorghe-Cetean, A. Tsoupras, S. Pafli, C. Stylianoudakis, K. Ladomenou, C.A. Demopoulos, A. Philippopoulos, J. Wlodarczyk, J. Krajewska, L. Szeleszczuk, P. Szalwinska, A. Gurba, S. Lipiec, P. Taciak, R. Szczepaniak, I. Mlynarzuk-Bialy, J. Fichna, C. Abate, F. Carnamucio, O. Giuffre, C. Foti, C. Chuong, C.M. DuChane, E.M. Webb, P. Rai, J.M. Marano, C.M. Bernier, J.S. Merola, J. Weger-Lucarelli, L. Oprean, P. Kumar, S. Gorai, M.K. Santra, B. Mondal, D. Manna, M. Sirajuddin, S. Ali, A. Badshah, J.D. Watson, F.H.C. Crick, B. Maddox, P.J. Kennelly, K.M. Botham, O. McGuinness, V.W. Rodwell, P.A. Weil, R.A. Harvey, D.R. Ferrier, J.M. Berg, J.L. Tymoczko, G.J. Gatto, L. Stryer, J.A. Cowan, P. Yakovchuk, E. Protozanova, M.D. Frank-Kamenetskii, M.J. Hannon, I. Bertini, H.B. Gray, S.J. Lippard, J.S. Valentine, Z. Shakked, G. Guerstein-Guzikevich, M. Eisenstein, F. Frolow, D. Rabinovich, J.C. Garcia-Ramos, R. Galindo-Murillo, F. Cortez-Guzman, L. Ruiz-Azuara, S. Neidle, M. HĂ€gerlöf, P. Papsai, C.S. Chow, S.K.C. Elmroth, J. François, N.T. Thuong, C. HĂ©lĂšne, J.L. Huppert, T.A. Brooks, S. Kendrick, L. Hurley, X. Li, Y. Peng, J. Ren, X. Qu, Y. Akiyama, S.M. Hecht, L.H. Hurley, J. Zhou, C. Wei, G. Jia, X. Wang, Z. Feng, C. Li, A. Mukherjee, K.M. Vasquez, E. Marian, L.G. Vicas, J. Tunde, M. Muresan, Z. Diaconeasa, C. Ionescu, R.G. Pearson, G. Barone, A. Terenzi, A. Lauria, A.M. Almerico, J.M. Leal, N. Busto, B. Garcia, J. Vinje, J.A. Parkinson, P.J. Sadler, T. Brown, A.A. Almaqwashi, T. Paramanathan, I. Rouzina, M.C. Williams, F.R. Keene, J.A. Smith, J.G. Collins, A. Rilak, R. Masnikosa, I. Bratsos, E. Alessio, S.K. Srivastava, T.C. Johnstone, K. Suntharalingam, S. Cetean, T. Ciuleanu, D.C. Leucuta, C. Cainap, A.M. Constantin, I. Cazacu, S. Cainap, A. Gherman, Y. He, Y. Ding, D. Wang, W. Zhang, W. Chen, X. Liu, W. Qin, X. Qian, H. Chen, Z. Guo, E. StefĂ no, F. De Castro, A. Ciccarese, A. Muscella, S. Marsigliante, M. Benedetti, F.P. Fanizzi, P.M. Takahara, A.C. Rosenzweig, C.A. Frederick, M. Demeunynck, C. Bailly, W.D. Wilson, K. Nakamoto, M. Tsuboi, G.D. Strahan, B.M. Zeglis, V.C. Pierre, J.K. Barton, C. Shobha Devi, B. Thulasiram, R.R. Aerva, P. Nagababu, T. Biver, F. Secco, M. Venturini, C.E. Maciel-Flores, J.A. Lozano-Alvarez, E.Y. BiviĂĄn-Castro, F. Jia, S. Wang, Y. Man, B. Liu, P. Modrich, A. Erxleben, E. Dumont, A. Monari, D.L. Morris, G.S. Khan, A. Shah, D. Zia-ur-Rehman, B.J. Pages, D.L. Ang, E.P. Wright, J.R. Aldrich-Wright, S.M. Nelson, L.R. Ferguson, W.A. Denny, L. Winkler, F. Cortes-Guzman, T.E. Cheatham, O. Sarpataki, N.K. Olah, M. Taulescu, I. Marcus, C. Cătoi, M.M. GonzĂĄlez-Ballesteros, L. SĂĄnchez-SĂĄnchez, A. Espinoza-GuillĂ©n, J. Espinal-EnrĂ­quez, C. MejĂ­a, E. HernĂĄndez-Lemus, P.H. von Hippel, A.H. Marcus, S. Komeda, T. Moulaei, K. Kruger Woods, M. Chikuma, N.P. Farrell, L.D. Williams, T. Jany, A. Moreth, C. Gruschka, A. Sischka, A. Spiering, M. Dieding, Y. Wang, S. Haji Samo, A. Stammler, H. Bögge, S. Li, B. Yuan, J. Zhang, L. Yue, H. Hou, J. Hu, S. Chen, B.R. Kirthan, M.C. Prabhakara, H.S. Bhojya Naik, P.H.A. Nayak, E.I. Naik, U. Saha, S. Chatterjee, M. Dolai, G.S. Kumar, A.M. Abu-Dief, N.H. Alotaibi, E.S. Al-Farraj, H.A. Qasem, S. Alzahrani, M.K. Mahfouz, A. Abdou, B. Kurt, H. Temel, M. Atlan, S. Kaya, H.A. Kiwaan, A.S. El-Mowafy, A.A. El-Bindary, S. Baskaran, M.N. Krishnan, M. Arumugham, R. Kumar, N. Kumar, R. Kaushal, P. Awasthi, A. Kellett, Z. Molphy, C. Slator, V. McKee, V.G. Vaidyanathan, B.U. Nair, R. Vijayalakshmi, P. Karacan, O. Okay, S. Phukan, S. Mitra, S. Nafisi, A.A. Saboury, N. Keramat, J.F. Neault, H.A. Tajmir-Riahi, P. Sathyadevi, P. Krishnamoorthy, R.R. Butorac, A.H. Cowley, N.S.P. Bhuvanesh, N. Dharmaraj, F. Arjmand, S. Parveen, M. Afzal, M. Shahid, J.B. Lepecq, C. Paoletti, J.L. Garcia-Gimenez, M. Gonzalez-Alvarez, M. Liu-Gonzalez, B. Macias, J. Borras, G. Alzuet, M. Aslanoglu, M. Zaheer, R. Qureshi, Z. Akhter, M.F. Nazar, M. Ngoepe, H. Clayton, P. Mucha, P. Hikisz, K. GwoĆșdziƄski, U. Krajewska, A. Leniart, E. Budzisz, E.F. Garman, J.R. Helliwell, E.P. Mitchell, A.N. Boynton, K.M. Boyle, M.J. Waring, S. Da Vela, D.I. Svergun, L.A. Feigin, P.P.P. Kumar, D.K. Lim, T.H. Jensen, M. Bech, O. Bunk, M. Thomsen, A. Menzel, A. Bouchet, G. Le Duc, R. Feidenhans, F. Pfeiffer, S. Sidhu, G. Falzon, S.A. Hart, J.G. Fox, R.A. Lewis, K.K.W. Siu, D.A. Jacques, J. Trewhella, N. Allec, M. Choi, N. Yesupriya, B. Szychowski, M.R. White, M.G. Kann, E.D. Garcin, M.C. Daniel, A. Badano, Y. Qu, J.B. Mangrum, A. Hegmans, S.J. Berners-Price, L. Ronconi, X. Filip, C. Tripon, C. Morari, C. Filip, T. Urathamakul, D.J. Waller, J.L. Beck, S.F. Ralph, X. Fan, J. Wang, X. Zhang, Z. Yang, J.C. Zhang, L. Zhao, H. Peng, J. Lei, H.W. Wang, J.L. Rubinstein, X. Benjin, L. Ling, A. Punjani, D.J. Fleet, M.A. Brubaker, A. Goldstein, Y. Soroka, M. FruĆĄic-Zlotkin, I. Popov, R. Kohen, M. Havrdova, K. Polakova, J. Skopalik, M. Vujtek, A. Mokdad, M. Homolkova, J. Tucek, J. Nebesarova, R. Zboril, M. Malatesta, M.R. RodrĂ­guez, M.J. Lavecchia, B.Z. ParajĂłn-Costa, A.C. GonzĂĄlez-BarĂł, M.R. GonzĂĄlez-BarĂł, E. CattĂĄneo, A.N. Alaghaz, S. Aldulmani, A. Yadav, K. Poonia, R. Ștefan, K.R. Fox, M.V. Villa, R. Lapresa, J. Hernandez-Gil, F. Sanz, J.B. Chaires, M. Mudasir, E.T. Wahyuni, D.H. Tjahjono, N. Yoshioka, H. Inoue, P. Jaividhya, R. Dhivya, M.A. Akbarsha, M. Palaniandavar, N. Raman, R. Jeyamurugan, A. Sakthivel, L. Mitu, A. Prisecaru, R.G. Kipping, E.J. Peterson, J.L. GarcĂ­a-GimĂ©nez, J. HernĂĄndez-Gil, A. MartĂ­nez-RuĂ­z, A. Castiñeiras, M. Liu-GonzĂĄles, F.V. PallardĂł, J. BorrĂĄs, G. Alzuet Piña, M. Swathi, D.S. Shankar, S. Daravath, N. Ganji, P.V.A. Lakshmi, R. Shivaraj, A. PĂ©rez, F.J. Luque, M. Orozco, N.M. Henriksen, D.R. Davis, D.A. Case, T.E.I. Cheatham, T. Darden, H. Gohlke, R. Luo, K.M. Merz, A. Onufriev, C. Simmerling, B. Wang, R.J. Woods, M.B. Peters, Y. Yang, L. FĂŒsti-MolnĂĄr, M.N. Weaver, M. Sahadevan, M. Sundaram, K. Subramanian Show less
DNA structure has many potential places where endogenous compounds and xenobiotics can bind. Therefore, xenobiotics bind along the sites of the nucleic acid with the aim of changing its structure, its Show more
DNA structure has many potential places where endogenous compounds and xenobiotics can bind. Therefore, xenobiotics bind along the sites of the nucleic acid with the aim of changing its structure, its genetic message, and, implicitly, its functions. Currently, there are several mechanisms known to be involved in DNA binding. These mechanisms are covalent and non-covalent interactions. The covalent interaction or metal base coordination is an irreversible binding and it is represented by an intra-/interstrand cross-link. The non-covalent interaction is generally a reversible binding and it is represented by intercalation between DNA base pairs, insertion, major and/or minor groove binding, and electrostatic interactions with the sugar phosphate DNA backbone. In the present review, we focus on the types of DNA–metal complex interactions (including some representative examples) and on presenting the methods currently used to study them. Show less
📄 PDF DOI: 10.3390/molecules29184361
DNA-binding coordination-chemistry 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. 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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