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CAGI, the Critical Assessment of Genome Interpretation, establishes progress and prospects for computational genetic variant interpretation methods

Title:	CAGI, the Critical Assessment of Genome Interpretation, establishes progress and prospects for computational genetic variant interpretation methods
Authors:	null, null; Jain, Shantanu; Bakolitsa, Constantina; Brenner, Steven E.; Radivojac, Predrag; Moult, John; Repo, Susanna; Hoskins, Roger A.; Andreoletti, Gaia; Barsky, Daniel; Chellapan, Ajithavalli; Chu, Hoyin; Dabbiru, Navya; Kollipara, Naveen K.; Ly, Melissa; Neumann, Andrew J.; Pal, Lipika R.; Odell, Eric; Pandey, Gaurav; Peters-Petrulewicz, Robin C.; Srinivasan, Rajgopal; Yee, Stephen F.; Yeleswarapu, Sri Jyothsna; Zuhl, Maya; Adebali, Ogun; Patra, Ayoti; Beer, Michael A.; Hosur, Raghavendra; Peng, Jian; Bernard, Brady M.; Berry, Michael; Dong, Shengcheng; Boyle, Alan P.; Adhikari, Aashish; Chen, Jingqi; Hu, Zhiqiang; Wang, Robert; Wang, Yaqiong; Miller, Maximilian; Wang, Yanran; Bromberg, Yana; Turina, Paola; Capriotti, Emidio; Han, James J.; Ozturk, Kivilcim; Carter, Hannah; Babbi, Giulia; Bovo, Samuele; Di Lena, Pietro; Martelli, Pier Luigi; Savojardo, Castrense; Casadio, Rita; Cline, Melissa S.; De Baets, Greet; Bonache, Sandra; Díez, Orland; Gutiérrez-Enríquez, Sara; Fernández, Alejandro; Montalban, Gemma; Ootes, Lars; Özkan, Selen; Padilla, Natàlia; Riera, Casandra; De la Cruz, Xavier; Diekhans, Mark; Huwe, Peter J.; Wei, Qiong; Xu, Qifang; Dunbrack, Roland L.; Gotea, Valer; Elnitski, Laura; Margolin, Gennady; Fariselli, Piero; Kulakovskiy, Ivan V.; Makeev, Vsevolod J.; Penzar, Dmitry D.; Vorontsov, Ilya E.; Favorov, Alexander V.; Forman, Julia R.; Hasenahuer, Marcia; Fornasari, Maria S.; Parisi, Gustavo; Avsec, Ziga; Çelik, Muhammed H.; Nguyen, Thi Yen Duong; Gagneur, Julien; Shi, Fang-Yuan; Edwards, Matthew D.; Guo, Yuchun; Tian, Kevin; Zeng, Haoyang; Gifford, David K.; Göke, Jonathan; Zaucha, Jan; Gough, Julian; Ritchie, Graham R. S.; Frankish, Adam; Mudge, Jonathan M.; Harrow, Jennifer; Young, Erin L.; Yu, Yao; Huff, Chad D.; Murakami, Katsuhiko; Nagai, Yoko; Imanishi, Tadashi; Mungall, Christopher J.; Jacobsen, Julius O. B.; Kim, Dongsup; Jeong, Chan-Seok; Jones, David T.; Li, Mulin Jun; Guthrie, Violeta Beleva; Bhattacharya, Rohit; Chen, Yun-Ching; Douville, Christopher; Fan, Jean; Kim, Dewey; Masica, David; Niknafs, Noushin; Sengupta, Sohini; Tokheim, Collin; Turner, Tychele N.; Yeo, Hui Ting Grace; Karchin, Rachel; Shin, Sunyoung; Welch, Rene; Keles, Sunduz; Li, Yue; Kellis, Manolis; Corbi-Verge, Carles; Strokach, Alexey V.; Kim, Philip M.; Klein, Teri E.; Mohan, Rahul; Sinnott-Armstrong, Nicholas A.; Wainberg, Michael; Kundaje, Anshul; Gonzaludo, Nina; Mak, Angel C. Y.; Chhibber, Aparna; Lam, Hugo Y. K.; Dahary, Dvir; Fishilevich, Simon; Lancet, Doron; Lee, Insuk; Bachman, Benjamin; Katsonis, Panagiotis; Lua, Rhonald C.; Wilson, Stephen J.; Lichtarge, Olivier; Bhat, Rajendra R.; Sundaram, Laksshman; Viswanath, Vivek; Bellazzi, Riccardo; Nicora, Giovanna; Rizzo, Ettore; Limongelli, Ivan; Mezlini, Aziz M.; Chang, Ray; Kim, Serra; Lai, Carmen; O’Connor, Robert; Topper, Scott; van den Akker, Jeroen; Zhou, Alicia Y.; Zimmer, Anjali D.; Mishne, Gilad; Bergquist, Timothy R.; Breese, Marcus R.; Guerrero, Rafael F.; Jiang, Yuxiang; Kiga, Nikki; Li, Biao; Mort, Matthew; Pagel, Kymberleigh A.; Pejaver, Vikas; Stamboulian, Moses H.; Thusberg, Janita; Mooney, Sean D.; Teerakulkittipong, Nuttinee; Cao, Chen; Kundu, Kunal; Yin, Yizhou; Yu, Chen-Hsin; Kleyman, Michael; Lin, Chiao-Feng; Stackpole, Mary; Mount, Stephen M.; Eraslan, Gökcen; Mueller, Nikola S.; Naito, Tatsuhiko; Rao, Aliz R.; Azaria, Johnathan R.; Brodie, Aharon; Ofran, Yanay; Garg, Aditi; Pal, Debnath; Hawkins-Hooker, Alex; Kenlay, Henry; Reid, John; Mucaki, Eliseos J.; Rogan, Peter K.; Schwarz, Jana M.; Searls, David B.; Lee, Gyu Rie; Seok, Chaok; Krämer, Andreas; Shah, Sohela; Huang, ChengLai V.; Kirsch, Jack F.; Shatsky, Maxim; Cao, Yue; Chen, Haoran; Karimi, Mostafa; Moronfoye, Oluwaseyi; Sun, Yuanfei; Shen, Yang; Shigeta, Ron; Ford, Colby T.; Nodzak, Conor; Uppal, Aneeta; Shi, Xinghua; Joseph, Thomas; Kotte, Sujatha; Rana, Sadhna; Rao, Aditya; Saipradeep, V. G.; Sivadasan, Naveen; Sunderam, Uma; Stanke, Mario; Su, Andrew; Adzhubey, Ivan; Jordan, Daniel M.; Sunyaev, Shamil; Rousseau, Frederic; Schymkowitz, Joost; Van Durme, Joost; Tavtigian, Sean V.; Carraro, Marco; Giollo, Manuel; Tosatto, Silvio C. E.; Adato, Orit; Carmel, Liran; Cohen, Noa E.; Fenesh, Tzila; Holtzer, Tamar; Juven-Gershon, Tamar; Unger, Ron; Niroula, Abhishek; Olatubosun, Ayodeji; Väliaho, Jouni; Yang, Yang; Vihinen, Mauno; Wahl, Mary E.; Chang, Billy; Chong, Ka Chun; Hu, Inchi; Sun, Rui; Wu, William Ka Kei; Xia, Xiaoxuan; Zee, Benny C.; Wang, Maggie H.; Wang, Meng; Wu, Chunlei; Lu, Yutong; Chen, Ken; Yang, Yuedong; Yates, Christopher M.; Kreimer, Anat; Yan, Zhongxia; Yosef, Nir; Zhao, Huying; Wei, Zhipeng; Yao, Zhaomin; Zhou, Fengfeng; Folkman, Lukas; Zhou, Yaoqi; Daneshjou, Roxana; Altman, Russ B.; Inoue, Fumitaka; Ahituv, Nadav; Arkin, Adam P.; Lovisa, Federica; Bonvini, Paolo; Bowdin, Sarah; Gianni, Stefano; Mantuano, Elide; Minicozzi, Velia; Novak, Leonore; Pasquo, Alessandra; Pastore, Annalisa; Petrosino, Maria; Puglisi, Rita; Toto, Angelo; Veneziano, Liana; Chiaraluce, Roberta; Ball, Mad P.; Bobe, Jason R.; Church, George M.; Consalvi, Valerio; Cooper, David N.; Buckley, Bethany A.; Sheridan, Molly B.; Cutting, Garry R.; Scaini, Maria Chiara; Cygan, Kamil J.; Fredericks, Alger M.; Glidden, David T.; Neil, Christopher; Rhine, Christy L.; Fairbrother, William G.; Alontaga, Aileen Y.; Fenton, Aron W.; Matreyek, Kenneth A.; Starita, Lea M.; Fowler, Douglas M.; Löscher, Britt-Sabina; Franke, Andre; Adamson, Scott I.; Graveley, Brenton R.; Gray, Joe W.; Malloy, Mary J.; Kane, John P.; Kousi, Maria; Katsanis, Nicholas; Schubach, Max; Kircher, Martin; Tang, Paul L. F.; Kwok, Pui-Yan; Lathrop, Richard H.; Clark, Wyatt T.; Yu, Guoying K.; LeBowitz, Jonathan H.; Benedicenti, Francesco; Bettella, Elisa; Bigoni, Stefania; Cesca, Federica; Mammi, Isabella; Marino-Buslje, Cristina; Milani, Donatella; Peron, Angela; Polli, Roberta; Sartori, Stefano; Stanzial, Franco; Toldo, Irene; Turolla, Licia; Aspromonte, Maria C.; Bellini, Mariagrazia; Leonardi, Emanuela; Liu, Xiaoming; Marshall, Christian; McCombie, W. Richard; Elefanti, Lisa; Menin, Chiara; Meyn, M. Stephen; Murgia, Alessandra; Nadeau, Kari C. Y.; Neuhausen, Susan L.; Nussbaum, Robert L.; Pirooznia, Mehdi; Potash, James B.; Dimster-Denk, Dago F.; Rine, Jasper D.; Sanford, Jeremy R.; Snyder, Michael; Cote, Atina G.; Sun, Song; Verby, Marta W.; Weile, Jochen; Roth, Frederick P.; Tewhey, Ryan; Sabeti, Pardis C.; Campagna, Joan; Refaat, Marwan M.; Wojciak, Julianne; Grubb, Soren; Schmitt, Nicole; Shendure, Jay; Spurdle, Amanda B.; Stavropoulos, Dimitri J.; Walton, Nephi A.; Zandi, Peter P.; Ziv, Elad; Burke, Wylie; Chen, Flavia; Carr, Lawrence R.; Martinez, Selena; Paik, Jodi; Harris-Wai, Julie; Yarborough, Mark; Fullerton, Stephanie M.; Koenig, Barbara A.; McInnes, Gregory; Shigaki, Dustin; Chandonia, John-Marc; Furutsuki, Mabel; Kasak, Laura; Yu, Changhua; Chen, Rui; Friedberg, Iddo; Getz, Gad A.; Cong, Qian; Kinch, Lisa N.; Zhang, Jing; Grishin, Nick V.; Voskanian, Alin; Kann, Maricel G.; Tran, Elizabeth; Ioannidis, Nilah M.; Hunter, Jesse M.; Udani, Rupa; Cai, Binghuang; Morgan, Alexander A.; Sokolov, Artem; Stuart, Joshua M.; Minervini, Giovanni; Monzon, Alexander M.; Batzoglou, Serafim; Butte, Atul J.; Greenblatt, Marc S.; Hart, Reece K.; Hernandez, Ryan; Hubbard, Tim J. P.; Kahn, Scott; O’Donnell-Luria, Anne; Ng, Pauline C.; Shon, John; Veltman, Joris; Zook, Justin M.
Contributors:	Null, Null; Jain, Shantanu; Bakolitsa, Constantina; Brenner, Steven E.; Radivojac, Predrag; Moult, John; Repo, Susanna; Hoskins, Roger A.; Andreoletti, Gaia; Barsky, Daniel; Chellapan, Ajithavalli; Chu, Hoyin; Dabbiru, Navya; Kollipara, Naveen K.; Ly, Melissa; Neumann, Andrew J.; Pal, Lipika R.; Odell, Eric; Pandey, Gaurav; Peters-Petrulewicz, Robin C.; Srinivasan, Rajgopal; Yee, Stephen F.; Yeleswarapu, Sri Jyothsna; Zuhl, Maya; Adebali, Ogun; Patra, Ayoti; Beer, Michael A.; Hosur, Raghavendra; Peng, Jian; Bernard, Brady M.; Berry, Michael; Dong, Shengcheng; Boyle, Alan P.; Adhikari, Aashish; Chen, Jingqi; Hu, Zhiqiang; Wang, Robert; Wang, Yaqiong; Miller, Maximilian; Wang, Yanran; Bromberg, Yana; Turina, Paola; Capriotti, Emidio; Han, James J.; Ozturk, Kivilcim; Carter, Hannah; Babbi, Giulia; Bovo, Samuele; Di Lena, Pietro; Martelli, Pier Luigi; Savojardo, Castrense; Casadio, Rita; Cline, Melissa S.; De Baets, Greet; Bonache, Sandra; Díez, Orland; Gutiérrez-Enríquez, Sara; Fernández, Alejandro; Montalban, Gemma; Ootes, Lar; Özkan, Selen; Padilla, Natàlia; Riera, Casandra; De la Cruz, Xavier; Diekhans, Mark; Huwe, Peter J.; Wei, Qiong; Xu, Qifang; Dunbrack, Roland L.; Gotea, Valer; Elnitski, Laura; Margolin, Gennady; Fariselli, Piero; Kulakovskiy, Ivan V.; Makeev, Vsevolod J.; Penzar, Dmitry D.; Vorontsov, Ilya E.; Favorov, Alexander V.; Forman, Julia R.; Hasenahuer, Marcia; Fornasari, Maria S.; Parisi, Gustavo; Avsec, Ziga; Çelik, Muhammed H.; Nguyen, Thi Yen Duong; Gagneur, Julien; Shi, Fang-Yuan; Edwards, Matthew D.; Guo, Yuchun; Tian, Kevin; Zeng, Haoyang; Gifford, David K.; Göke, Jonathan; Zaucha, Jan; Gough, Julian; Ritchie, Graham R. S.; Frankish, Adam; Mudge, Jonathan M.; Harrow, Jennifer; Young, Erin L.
Publication Year:	2024
Collection:	IRIS Università degli Studi di Bologna (CRIS - Current Research Information System)
Subject Terms:	CAGI; genome interpretation; genetic variant; methods comparison
Description:	Background: The Critical Assessment of Genome Interpretation (CAGI) aims to advance the state-of-the-art for computational prediction of genetic variant impact, particularly where relevant to disease. The fve complete editions of the CAGI community experiment comprised 50 challenges, in which participants made blind predictions of phenotypes from genetic data, and these were evaluated by independent assessors. Results: Performance was particularly strong for clinical pathogenic variants, including some difcult-to-diagnose cases, and extends to interpretation of cancer-related variants. Missense variant interpretation methods were able to estimate biochemical efects with increasing accuracy. Assessment of methods for regulatory variants and complex trait disease risk was less defnitive and indicates performance potentially suitable for auxiliary use in the clinic. Conclusions: Results show that while current methods are imperfect, they have major utility for research and clinical applications. Emerging methods and increasingly la
Document Type:	article in journal/newspaper
File Description:	ELETTRONICO
Language:	English
Relation:	info:eu-repo/semantics/altIdentifier/pmid/38389099; info:eu-repo/semantics/altIdentifier/wos/WOS:001184832400002; volume:25; issue:1; firstpage:1; lastpage:46; numberofpages:46; journal:GENOME BIOLOGY; https://hdl.handle.net/11585/962500
DOI:	10.1186/s13059-023-03113-6
Availability:	https://hdl.handle.net/11585/962500; https://doi.org/10.1186/s13059-023-03113-6; https://genomebiology.biomedcentral.com/articles/10.1186/s13059-023-03113-6
Rights:	info:eu-repo/semantics/openAccess
Accession Number:	edsbas.B98A02A4
Database:	BASE