👤 T. Katayama

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Also published as: H Katayama,
articles
F Fadlallah, K Elshiwy, Y Elkeraie +1388 more · 2024 · World Journal of Clinical Oncology · added 2026-04-20
F Fadlallah, K Elshiwy, Y Elkeraie, Z Merjaneh, G Khoudari, MT Sarmini, M Gad, M Al-Husseini, A Saad, RL Siegel, KD Miller, NS Wagle, A Jemal, A Kumar, V Gautam, A Sandhu, K Rawat, A Sharma, L Saha, M Bretthauer, M Løberg, P Wieszczy, M Kalager, L Emilsson, K Garborg, M Rupinski, E Dekker, M Spaander, M Bugajski, Ø Holme, AG Zauber, ND Pilonis, A Mroz, EJ Kuipers, J Shi, MA Hernán, HO Adami, J Regula, G Hoff, MF Kaminski, S Shinji, T Yamada, A Matsuda, H Sonoda, R Ohta, T Iwai, K Takeda, K Yonaga, Y Masuda, H Yoshida, M Zajkowska, B Mroczko, GJ Poston, J Figueras, F Giuliante, G Nuzzo, AF Sobrero, JF Gigot, B Nordlinger, R Adam, T Gruenberger, MA Choti, AJ Bilchik, Cutsem EJ Van, JM Chiang, MI D'Angelica, GJ Chang, AM Kaiser, S Mills, JF Rafferty, WD Buie, JR Monson, MR Weiser, J Rafferty, AE Blackmore, MT Wong, CL Tang, BL Green, HC Marshall, F Collinson, P Quirke, P Guillou, DG Jayne, JM Brown, J Mar, A Anton-Ladislao, O Ibarrondo, A Arrospide, S Lázaro, N Gonzalez, M Bare, D Callejo, M Redondo, JM Quintana, S Kitano, M Inomata, J Mizusawa, H Katayama, M Watanabe, S Yamamoto, M Ito, S Saito, S Fujii, F Konishi, Y Saida, H Hasegawa, T Akagi, K Sugihara, T Yamaguchi, T Masaki, Y Fukunaga, K Murata, M Okajima, Y Moriya, Y Shimada, P Gavriilidis, K Katsanos, K Toritani, J Watanabe, K Nakagawa, Y Suwa, H Suwa, A Ishibe, M Ota, C Kunisaki, I Endo, T Matsuda, Y Sumi, K Yamashita, M Yamamoto, Y Matsuda, S Kanaji, T Oshikiri, T Nakamura, S Suzuki, Y Kakeji, RK Cleary, AM Morris, AL Halverson, KA Mirkin, AS Kulaylat, CS Hollenbeak, E Messaris, S Atallah, B Martin-Perez, M Albert, T deBeche-Adams, G Nassif, L Hunter, S Larach, MX Bjørn, SK Perdawood, Z Shen, Y Ye, Q Xie, K Jiang, S Wang, G Wang, Z Wang, Z Jiang, J Liu, J Zhao, J Li, A Arezzo, MA Bonino, F Ris, L Boni, E Cassinotti, DCC Foo, NF Shum, A Brolese, F Ciarleglio, DS Keller, R Rosati, Nardi P De, U Elmore, Romario U Fumagalli, MD Jafari, A Pigazzi, E Rybakov, M Alekseev, N Vettoretto, R Cirocchi, R Passera, E Forcignanò, M Morino, SH Park, HM Park, KR Baek, HM Ahn, IY Lee, GM Son, FA Vuijk, DE Hilling, JSD Mieog, AL Vahrmeijer, A Hiroishi, T Morimoto, K Horikoshi, Y Nakajima, KL Baglan, RC Frazier, D Yan, RR Huang, AA Martinez, JM Robertson, JG Letschert, JV Lebesque, Boer RW de, AA Hart, H Bartelink, JY Wo, CJ Anker, JB Ashman, NA Bhadkamkar, L Bradfield, DT Chang, J Dorth, J Garcia-Aguilar, D Goff, D Jacqmin, P Kelly, NB Newman, J Olsen, AC Raldow, E Ruiz-Garcia, KB Stitzenberg, CR Jr Thomas, QJ Wu, P Das, V Paroder, TJ Fraum, S Nougaret, I Petkovska, GM Rauch, H Kaur, C Bascoul-Mollevi, S Gourgou, C Borg, PL Etienne, E Rio, E Rullier, B Juzyna, F Castan, T Conroy, RR Bahadoer, EA Dijkstra, Etten B van, CAM Marijnen, H Putter, EM Kranenbarg, AGH Roodvoets, ID Nagtegaal, RGH Beets-Tan, LK Blomqvist, T Fokstuen, Tije AJ Ten, J Capdevila, MP Hendriks, I Edhemovic, A Cervantes, PJ Nilsson, B Glimelius, de Velde CJH van, GAP Hospers, P Goffredo, FF Quezada-Diaz, JJ Smith, A Cercek, CSD Roxburgh, P Strombom, LKF Temple, GM Nash, JG Guillem, PB Paty, R Yaeger, ZK Stadler, K Seier, M Gonen, NH Segal, DL Reidy, A Varghese, J Shia, E Vakiani, AJ Wu, CH Crane, MJ Gollub, LB Saltz, V Vendrely, J Asselineau, P Rouanet, JJ Tuech, A Valverde, Chaisemartin C de, M Rivoire, B Trilling, M Jafari, G Portier, B Meunier, I Sieleznieff, M Bertrand, F Marchal, A Dubois, M Pocard, A Rullier, D Smith, N Frulio, E Frison, Q Denost, CC Fossum, JY Alabbad, LB Romak, CL Hallemeier, MG Haddock, M Huebner, EJ Dozois, DW Larson, J Simpson, JH Scholefield, L Feo, M Polcino, E Vinet, N Joharatnam-Hogan, W Wilson, KK Shiu, GK Fusai, B Davidson, D Hochhauser, J Bridgewater, K Khan, JY Luh, KV Albuquerque, C Cheng, RP Ermoian, N Nabavizadeh, H Parsai, JC Roeske, SE Weiss, RB Wynn, Y Yu, SA Rosenthal, A Hartford, S Gwynne, R Webster, R Adams, S Mukherjee, B Coles, J Staffurth, AC Hartford, JM Galvin, DC Beyer, TJ Eichler, GS Ibbott, B Kavanagh, CJ Schultz, ST Chao, LK Dad, LA Dawson, NB Desai, M Pacella, R Rengan, Y Xiao, KM Yenice, BS Teh, SY Woo, EB Butler, SS Lo, AJ Fakiris, EL Chang, NA Mayr, JZ Wang, L Papiez, RC McGarry, HR Cardenes, RD Timmerman, AB Sharabi, PT Tran, M Lim, CG Drake, TL Deweese, E Lavrova, MD Garrett, YF Wang, C Chin, C Elliston, M Savacool, M Price, LA Kachnic, DP Horowitz, KK Brock, CH Chiang, TY Chao, MY Huang, M Haque, MS Shakil, KM Mahmud, EJ Vaios, J Yan, C Wang, X Jiang, Y Wei, Q Wang, K Cui, X Xu, F Wang, L Zhang, T Mitin, AL Zietman, X Tian, K Liu, Y Hou, J Cheng, J Zhang, Y Hiroshima, H Ishikawa, M Murakami, M Nakamura, S Shimizu, T Enomoto, T Oda, M Mizumoto, K Nakai, T Okumura, H Sakurai, G Kraft, S Yamada, H Takiyama, Y Isozaki, M Shinoto, H Makishima, N Yamamoto, H Tsuji, DK Ebner, T Kamada, EG Chiorean, G Nandakumar, T Fadelu, S Temin, AE Alarcon-Rozas, S Bejarano, AE Croitoru, S Grover, PV Lohar, A Odhiambo, ER Garcia, C Teh, A Rose, B Zaki, MD Chamberlin, Dominguez O Hernandez, S Yilmaz, SR Steele, D Duarte, N Vale, XH You, YH Jiang, Z Fang, F Sun, Y Li, W Wang, ZJ Xia, XZ Wang, HQ Ying, L Xiong, Y Lou, L Wang, NN Baxter, EB Kennedy, E Bergsland, J Berlin, TJ George, S Gill, PJ Gold, A Hantel, L Jones, C Lieu, N Mahmoud, YN You, JA Meyerhardt, WJ Thompson, GA Piazza, H Li, L Liu, J Fetter, B Zhu, G Sperl, D Ahnen, R Pamukcu, BN Islam, DD Browning, M Cruz-Burgos, A Losada-Garcia, CD Cruz-Hernández, SA Cortés-Ramírez, I Camacho-Arroyo, V Gonzalez-Covarrubias, M Morales-Pacheco, SI Trujillo-Bornios, M Rodríguez-Dorantes, P Dent, L Booth, JL Roberts, A Poklepovic, JF Hancock, N Arber, CJ Eagle, J Spicak, I Rácz, P Dite, J Hajer, M Zavoral, MJ Lechuga, P Gerletti, J Tang, RB Rosenstein, K Macdonald, P Bhadra, R Fowler, J Wittes, SD Solomon, B Levin, J Peñarando, A Cañas, LM López-Sánchez, F Conde, S Guil-Luna, V Hernández, C Villar, C Morales-Estévez, la Haba-Rodríguez J de, E Aranda, A Rodríguez-Ariza, RK Phillips, MH Wallace, PM Lynch, E Hawk, GB Gordon, BP Saunders, N Wakabayashi, Y Shen, S Zimmerman, L Godio, M Rodrigues-Bigas, LK Su, J Sherman, G Kelloff, G Steinbach, CA Burke, R Phillips, JS Morris, R Slack, X Wang, S Patterson, FA Sinicrope, MA Rodriguez-Bigas, E Half, S Bulow, A Latchford, S Clark, WA Ross, B Malone, H Hasson, E Richmond, D Fina, L Franchi, R Caruso, I Peluso, GC Naccari, S Bellinvia, R Testi, F Pallone, G Monteleone, A Reinacher-Schick, A Schoeneck, U Graeven, I Schwarte-Waldhoff, W Schmiegel, C Stolfi, J Słoka, M Madej, B Strzalka-Mrozik, AF Slater, JH Choi, JS Yoon, YW Won, BB Park, YY Lee, K Sasaki, NH Tsuno, E Sunami, K Kawai, K Hongo, M Hiyoshi, M Kaneko, K Murono, N Tada, T Nirei, K Takahashi, J Kitayama, M Selvakumaran, RK Amaravadi, IA Vasilevskaya, PJ O'Dwyer, LE Anselmino, MV Baglioni, G Reynoso, VR Rozados, OG Scharovsky, MJ Rico, M Menacho-Márquez, T André, C Boni, L Mounedji-Boudiaf, M Navarro, J Tabernero, T Hickish, C Topham, M Zaninelli, P Clingan, I Tabah-Fisch, Gramont A de, A Bonetti, F Rivera, JP Kuebler, HS Wieand, MJ O'Connell, RE Smith, LH Colangelo, G Yothers, NJ Petrelli, MP Findlay, TE Seay, JN Atkins, JL Zapas, JW Goodwin, L Fehrenbacher, RK Ramanathan, BA Conley, PJ Flynn, G Soori, LK Colman, EA Levine, KS Lanier, N Wolmark, A Figer, M Seymour, M Homerin, A Hmissi, J Cassidy, H Cortes-Funes, G Freyer, D Papamichael, Bail N Le, C Louvet, D Hendler, Braud F de, C Wilson, F Morvan, A Mohammed, NB Janakiram, M Brewer, K Vedala, VE Steele, CV Rao, AR Brás, P Fernandes, T Moreira, J Morales-Sanfrutos, E Sabidó, AMM Antunes, A Valente, A Preto, C Teixeira-Guedes, RG Teixeira, Garcia M Helena, TS Morais, P Florindo, MF Piedade, V Moreno, C Ciudad, V Noe, YT Lee, YJ Tan, CE Oon, VV Padma, Z Koveitypour, F Panahi, M Vakilian, M Peymani, Forootan F Seyed, Esfahani MH Nasr, K Ghaedi, N Valeri, C Dearman, S Rao, D Watkins, N Starling, I Chau, D Cunningham, J Neumann, L Wehweck, S Maatz, J Engel, T Kirchner, A Jung, Y Humblet, S Siena, D Khayat, H Bleiberg, A Santoro, D Bets, M Mueser, A Harstrick, C Verslype, Cutsem E Van, G Fornasier, S Francescon, P Baldo, CH Köhne, E Hitre, J Zaluski, Chien CR Chang, A Makhson, G D'Haens, T Pintér, R Lim, G Bodoky, JK Roh, G Folprecht, P Ruff, C Stroh, S Tejpar, M Schlichting, J Nippgen, P Rougier, I Láng, MP Nowacki, S Cascinu, I Shchepotin, J Maurel, A Zubel, I Celik, F Ciardiello, TS Maughan, RA Adams, CG Smith, AM Meade, MT Seymour, RH Wilson, S Idziaszczyk, R Harris, D Fisher, SL Kenny, E Kay, JK Mitchell, A Madi, B Jasani, MD James, MJ Kennedy, B Claes, D Lambrechts, R Kaplan, JP Cheadle, CJ Allegra, RB Rumble, SR Hamilton, PB Mangu, N Roach, RL Schilsky, VK Morris, AB 3rd Benson, M Cho, KK Ciombor, C Cremolini, A Davis, DA Deming, MG Fakih, S Gholami, TS Hong, I Jaiyesimi, K Klute, H Sanoff, JH Strickler, S White, JA Willis, C Eng, F Petrelli, R Ardito, A Ghidini, A Zaniboni, M Ghidini, S Barni, G Tomasello, L Lo, D Patel, AR Townsend, TJ Price, JY Douillard, R Burkes, M Barugel, J Jassem, I Kocákova, M Błasińska-Morawiec, M Šmakal, JL Canon, M Rother, KS Oliner, M Wolf, J Gansert, TW Kim, A Elme, JO Park, AA Udrea, SY Kim, JB Ahn, RV Valencia, S Krishnan, N Manojlovic, X Guan, C Lofton-Day, AS Jung, E Vrdoljak, D Rossini, A Boccaccino, M Carullo, C Antoniotti, G Dima, P Ciracì, F Marmorino, R Moretto, G Masi, T Liu, S Jiang, X Teng, L Zhong, M Liu, Y Jin, M Dong, Y Zhang, JY Zou, Y Wang, A Dasari, S Lonardi, R Garcia-Carbonero, E Elez, T Yoshino, A Sobrero, J Yao, P García-Alfonso, J Kocsis, Gracian A Cubillo, A Sartore-Bianchi, T Satoh, V Randrian, J Tomasek, G Chong, AS Paulson, T Masuishi, J Jones, T Csőszi, F Ghiringhelli, A Shergill, HS Hochster, J Krauss, A Bassam, M Ducreux, L Faugeras, S Kasper, D Arnold, S Nanda, Z Yang, WR Schelman, M Kania, D Dakowicz, R Bhattacharya, XC Ye, R Wang, X Ling, M McManus, F Fan, D Boulbes, LM Ellis, X Ye, L Xia, J Garcia, HI Hurwitz, AB Sandler, D Miles, RL Coleman, R Deurloo, OL Chinot, H Hurwitz, W Novotny, T Cartwright, J Hainsworth, W Heim, A Baron, S Griffing, E Holmgren, N Ferrara, G Fyfe, B Rogers, R Ross, F Kabbinavar, C Zhang, Y Lv, C Cao, J Lu, B Du, X Yang, Y Cui, Y Guo, R Lakomy, H Prenen, J Prausová, T Macarulla, Hazel GA van, V Moiseyenko, D Ferry, J McKendrick, J Polikoff, A Tellier, R Castan, C Allegra, A Thakur, MR Chorawala, RS Patel, AL Cohn, R Obermannova, TE Ciuleanu, DC Portnoy, A Grothey, P Garcia-Alfonso, K Yamazaki, PR Clingan, L Simms, SC Chang, F Nasroulah, P Ge, N Wan, X Han, X Long, Y Bian, Z Gao, Y Bao, Y Fan, G Chen, P Fu, J Ros, M Rodríguez-Castells, N Saoudi, I Baraibar, F Salva, E Élez, H Wasan, J Desai, F Loupakis, YS Hong, N Steeghs, TK Guren, HT Arkenau, A Gollerkeri, K Maharry, J Christy-Bittel, S Kopetz, DY Oh, YJ Bang, SJ Casak, MN Horiba, M Yuan, SJ Lemery, YL Shen, W Fu, JN Moore, Y Bi, D Auth, N Fesenko, PG Kluetz, R Pazdur, LA Fashoyin-Aje, T Vu, FX Claret, K Ng, C Wu, JM Hubbard, AL Coveler, C Fountzilas, A Kardosh, PM Kasi, HJ Lenz, DL Bajor, F Sanchez, M Stecher, W Feng, TS Bekaii-Saab, J Koury, M Lucero, C Cato, L Chang, J Geiger, D Henry, J Hernandez, F Hung, P Kaur, G Teskey, A Tran, Z Zhang, AS Shimu, HX Wei, Q Li, X Zheng, B Li, J Zheng, DM Pardoll, Y Shiravand, F Khodadadi, SMA Kashani, SR Hosseini-Fard, S Hosseini, H Sadeghirad, R Ladwa, K O'Byrne, A Kulasinghe, JA Seidel, A Otsuka, K Kabashima, HB Jie, Y Lei, N Gildener-Leapman, S Trivedi, T Green, LP Kane, RL Ferris, ME Keir, MJ Butte, GJ Freeman, AH Sharpe, M Wu, Q Huang, Y Xie, X Wu, H Ma, Y Xia, for Colorectal Cancer Immunotherapy, C for DE Research, LA Jr Diaz, BV Jensen, LH Jensen, C Punt, M Benavides, P Gibbs, la Fourchardiere C de, DT Le, WY Zhong, D Fogelman, P Marinello, T Andre, F Hirano, K Kaneko, H Tamura, H Dong, M Ichikawa, C Rietz, DB Flies, JS Lau, G Zhu, K Tamada, L Chen, MJ Overman, R McDermott, JL Leach, MA Morse, A Hill, M Axelson, RA Moss, MV Goldberg, ZA Cao, JM Ledeine, GA Maglinte, O Kooshkaki, A Derakhshani, N Hosseinkhani, M Torabi, S Safaei, O Brunetti, V Racanelli, N Silvestris, B Baradaran, V Singh, A Sheikh, MAS Abourehab, P Kesharwani, A GSK, M Lumish, J Sinopoli, J Weiss, M Lamendola-Essel, Dika IH El, N Segal, M Shcherba, R Sugarman, Z Stadler, B Rousseau, G Argiles, M Patel, A Desai, M Widmar, K Iyer, N Gianino, C Crane, PB Romesser, EP Pappou, P Paty, M Gollub, KA Schalper, T Watanabe, T Ishino, Y Ueda, J Nagasaki, T Sadahira, H Dansako, M Araki, Y Togashi, S Hashemzadeh, Z Asadzadeh, MA Shadbad, F Rasibonab, H Safarpour, V Jafarlou, AG Solimando, PK Singh, S Najafi, D Javadrashid, A Tarhini, KYM Wong, F Gelsomino, M Aglietta, MB Sawyer, A Hendlisz, B Neyns, S Abdullaev, A Memaj, M Lei, M Dixon, PM Boland, WW Ma, CH June, SR Riddell, TN Schumacher, A Mitra, A Barua, L Huang, S Ganguly, Q Feng, B He, H Du, J Yang, Q Zhang, J Shen, X Huang, M Wang, Y Huang, J Chen, Y Xu, W Zhao, Y Qi, Y Ou, C Qian, DJ Juat, SJ Hachey, J Billimek, Rosario MP Del, EL Nelson, CCW Hughes, JA Zell, E Martinis, C Ricci, C Trevisan, G Tomadini, S Tonon, Z Wu, M Yang, Y Cao, W Jia, T Zhang, H Huang, H Feng, Z Guo, Z Luo, X Ji, X Cheng, R Zhao, E Janssen, B Subtil, la Jara Ortiz F de, HMW Verheul, DVF Tauriello, Therapeutics Tizona, LLC Inc, Sankyo Co Daiichi, SE BioNTech, DS Neel, TG Bivona, A Bardelli, S Corso, A Bertotti, S Hobor, E Valtorta, G Siravegna, E Scala, A Cassingena, D Zecchin, M Apicella, G Migliardi, F Galimi, C Lauricella, C Zanon, T Perera, S Veronese, G Corti, A Amatu, M Gambacorta, M Sausen, VE Velculescu, P Comoglio, L Trusolino, Nicolantonio F Di, S Giordano, A Jahangiri, Lay M De, LM Miller, WS Carbonell, YL Hu, K Lu, MW Tom, J Paquette, TA Tokuyasu, S Tsao, R Marshall, A Perry, KM Bjorgan, MM Chaumeil, SM Ronen, G Bergers, MK Aghi, CJ LaFargue, P Amero, K Noh, LS Mangala, Y Wen, E Bayraktar, S Umamaheswaran, E Stur, SK Dasari, C Ivan, S Pradeep, W Yoo, C Lu, NB Jennings, V Vathipadiekal, W Hu, A Chelariu-Raicu, Z Ku, H Deng, W Xiong, HJ Choi, M Hu, T Kiyama, CA Mao, R Ali-Fehmi, MJ Birrer, N Zhang, G Lopez-Berestein, Franciscis V de, Z An, AK Sood, M Hao, S Hou, W Li, K Li, L Xue, Q Hu, L Zhu, Y Chen, H Sun, C Ju, YL Tang, DD Li, JY Duan, LM Sheng, J Manzi, CO Hoff, R Ferreira, A Pimentel, J Datta, AS Livingstone, R Vianna, P Abreu, GM Ramzy, M Norkin, T Koessler, L Voirol, M Tihy, D Hany, T McKee, N Buchs, M Docquier, C Toso, L Rubbia-Brandt, G Bakalli, S Guerrier, J Huelsken, P Nowak-Sliwinska, JD Fumet, A Hoos, AM Eggermont, S Janetzki, FS Hodi, R Ibrahim, A Anderson, R Humphrey, B Blumenstein, L Old, J Wolchok, F Tartari, M Santoni, L Burattini, P Mazzanti, A Onofri, R Berardi, J Zugazagoitia, C Guedes, S Ponce, I Ferrer, S Molina-Pinelo, L Paz-Ares, Velzen MJM van, S Derks, Grieken NCT van, Mohammad N Haj, Laarhoven HWM van, N Huyghe, P Baldin, den Eynde M Van, G Trimaglio, AF Tilkin-Mariamé, V Feliu, F Lauzéral-Vizcaino, M Tosolini, C Valle, M Ayyoub, O Neyrolles, N Vergnolle, Y Rombouts, C Devaud, AD Kostic, E Chun, L Robertson, JN Glickman, CA Gallini, M Michaud, TE Clancy, DC Chung, P Lochhead, GL Hold, EM El-Omar, D Brenner, CS Fuchs, M Meyerson, WS Garrett, LS Pessoa, M Heringer, VP Ferrer, Maghvan P Vaseghi, S Jeibouei, ME Akbari, V Niazi, F Karami, A Rezvani, N Ansarinejad, M Abbasinia, G Sarvari, H Zali, R Talaie, A Dey, S Pathak, S Prasad, AS Zhang, H Zhang, XF Sun, A Banerjee Show less
Colorectal cancer (CRC) is the third most common cancer worldwide, and the second most common cause of cancer-related death. In 2020, the estimated number of deaths due to CRC was approximately 930000 Show more
Colorectal cancer (CRC) is the third most common cancer worldwide, and the second most common cause of cancer-related death. In 2020, the estimated number of deaths due to CRC was approximately 930000, accounting for 10% of all cancer deaths worldwide. Accordingly, there is a vast amount of ongoing research aiming to find new and improved treatment modalities for CRC that can potentially increase survival and decrease overall morbidity and mortality. Current management strategies for CRC include surgical procedures for resectable cases, and radiotherapy, chemotherapy, and immunotherapy, in addition to their combination, for non-resectable tumors. Despite these options, CRC remains incurable in 50% of cases. Nonetheless, significant improvements in research techniques have allowed for treatment approaches for CRC to be frequently updated, leading to the availability of new drugs and therapeutic strategies. This review summarizes the most recent therapeutic approaches for CRC, with special emphasis on new strategies that are currently being studied and have great potential to improve the prognosis and lifespan of patients with CRC. Show less
📄 PDF DOI: 10.5306/wjco.v15.i9.1136
review
S.J. Rayhan, K.M. Koeller, J.C. Wong +221 more · 2020 · Heliyon · Elsevier · added 2026-04-20
S.J. Rayhan, K.M. Koeller, J.C. Wong, R.A. Butcher, S.L. Schreiber, F.G. Kuruvilla, A.F. Shamji, S.M. Sternson, P.J. Hergenrother, D.B. Kitchen, H. Decornez, J.R. Furr, J. Bajorath, Z. Mousavian, A. Masoudi-Nejad, R.S. Olayan, H. Ashoor, V.B. Bajic, Y. Yamanishi, M. Araki, A. Gutteridge, W. Honda, M. Kanehisa, S. Khakabimamaghani, K. Kavousi, F. Rayhan, S. Ahmed, S. Shatabda, D.M. Farid, A. Dehzangi, M.S. Rahman, K. Tian, M. Shao, Y. Wang, J. Guan, S. Zhou, K.C. Chan, Z.-H. You, W. Wang, S. Yang, J. Li, X. Chen, M.-X. Liu, G.-Y. Yan, K. Bleakley, S. Alaimo, A. Pulvirenti, R. Giugno, A. Ferro, F. Cheng, C. Liu, J. Jiang, W. Lu, W. Li, G. Liu, W. Zhou, J. Huang, Y. Tang, Z. He, J. Zhang, X.-H. Shi, L.-L. Hu, X. Kong, Y.-D. Cai, K.-C. Chou, X. Xiao, J.-L. Min, P. Wang, J. Keum, H. Nam Self-blm, M. Hao, S.H. Bryant, M. Gönen, W. Ba-Alawi, O. Soufan, M. Essack, P. Kalnis, H. Chen, Z. Zhang, Y.-A. Huang, S. Daminelli, J.M. Thomas, C. Durán, C.V. Cannistraci, V.J. Haupt, M. Schroeder, Q. Yuan, J. Gao, D. Wu, S. Zhang, H. Mamitsuka, S. Zhu, L. Wang, S.-X. Xia, F. Liu, X. Yan, Y. Zhou, K.-J. Song, A. Ezzat, M. Wu, X.-L. Li, C.-K. Kwoh, C.C. Yan, X. Zhang, F. Dai, J. Yin, Y. Zhang, M. Wen, S. Niu, H. Sha, R. Yang, Y. Yun, H. Lu, Y. López, S.P. Lal, G. Taherzadeh, J. Michaelson, A. Sattar, T. Tsunoda, A. Sharma, A.W.-C. Liew, Y. Yang, Y. Freund, R.E. Schapire, I. Goodfellow, Y. Bengio, A. Courville, Y. Du, J. Wang, X. Wang, J. Chen, H. Chang, C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed, D. Anguelov, D. Erhan, V. Vanhoucke, A. Rabinovich, S. Ioffe, J. Shlens, Z. Wojna, A.A. Alemi, M. Abadi, P. Barham, Z. Chen, A. Davis, J. Dean, M. Devin, S. Ghemawat, G. Irving, M. Isard, A. Mahbub, M. Jani, D.P. Kingma, J. Ba Adam, M. Lin, Q. Chen, S. Yan, D.S. Wishart, C. Knox, A.C. Guo, D. Cheng, S. Shrivastava, D. Tzur, B. Gautam, M. Hassanali, S. Goto, M. Hattori, M. Hirakawa, M. Itoh, T. Katayama, S. Kawashima, S. Okuda, T. Tokimatsu, I. Schomburg, A. Chang, C. Ebeling, M. Gremse, C. Heldt, G. Huhn, D. Schomburg, S. Günther, M. Kuhn, M. Dunkel, M. Campillos, C. Senger, E. Petsalaki, J. Ahmed, E.G. Urdiales, A. Gewiess, L.J. Jensen, D.-S. Cao, S. Liu, Q.-S. Xu, H.-M. Lu, J.-H. Huang, Q.-N. Hu, Y.-Z. Liang, J.H. Friedman, F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, S.R. Safavian, D. Landgrebe, T. Joachims, C.M. Rahman, M. Kotera, P. Mutowo, A.P. Bento, N. Dedman, A. Gaulton, A. Hersey, J. Lomax, J.P. Overington Show less
The task of drug-target interaction prediction holds significant importance in pharmacology and therapeutic drug design. In this paper, we present FRnet-DTI, an auto-encoder based feature manipulation Show more
The task of drug-target interaction prediction holds significant importance in pharmacology and therapeutic drug design. In this paper, we present FRnet-DTI, an auto-encoder based feature manipulation and a convolutional neural network based classifier for drug target interaction prediction. Two convolutional neural networks are proposed: FRnet-Encode and FRnet-Predict. Here, one model is used for feature manipulation and the other one for classification. Using the first method FRnet-Encode, we generate 4096 features for each of the instances in each of the datasets and use the second method, FRnet-Predict, to identify interaction probability employing those features. We have tested our method on four gold standard datasets extensively used by other researchers. Experimental results shows that our method significantly improves over the state-of-the-art method on three out of four drug-target interaction gold standard datasets on both area under curve for Receiver Operating Characteristic (auROC) and area under Precision Recall curve (auPR) metric. We also introduce twenty new potential drug-target pairs for interaction based on high prediction scores. The source codes and implementation details of our methods are available from https://github.com/farshidrayhanuiu/FRnet-DTI/ and also readily available to use as an web application from http://farshidrayhan.pythonanywhere.com/FRnet-DTI/ . Show less
📄 PDF DOI: 10.1016/j.heliyon.2020.e03444
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