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The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens.
Zhou N, Jiang Y, Bergquist TR, Lee AJ, Kacsoh BZ, Crocker AW, Lewis KA, Georghiou G, Nguyen HN, Hamid MN, Davis L, Dogan T, Atalay V, Rifaioglu AS, Dalkıran A, Cetin Atalay R, Zhang C, Hurto RL, Freddolino PL, Zhang Y, Bhat P, Supek F, Fernández JM, Gemovic B, Perovic VR, Davidović RS, Sumonja N, Veljkovic N, Asgari E, Mofrad MRK, Profiti G, Savojardo C, Martelli PL, Casadio R, Boecker F, Schoof H, Kahanda I, Thurlby N, McHardy AC, Renaux A, Saidi R, Gough J, Freitas AA, Antczak M, Fabris F, Wass MN, Hou J, Cheng J, Wang Z, Romero AE, Paccanaro A, Yang H, Goldberg T, Zhao C, Holm L, Törönen P, Medlar AJ, Zosa E, Borukhov I, Novikov I, Wilkins A, Lichtarge O, Chi PH, Tseng WC, Linial M, Rose PW, Dessimoz C, Vidulin V, Dzeroski S, Sillitoe I, Das S, Lees JG, Jones DT, Wan C, Cozzetto D, Fa R, Torres M, Warwick Vesztrocy A, Rodriguez JM, Tress ML, Frasca M, Notaro M, Grossi G, Petrini A, Re M, Valentini G, Mesiti M, Roche DB, Reeb J, Ritchie DW, Aridhi S, Alborzi SZ, Devignes MD, Koo DCE, Bonneau R, Gligorijević V, Barot M, Fang H, Toppo S, Lavezzo E, Falda M, Berselli M, Tosatto SCE, Carraro M, Piovesan D, Ur Rehman H, Mao Q, Zhang S, Vucetic S, Black GS, Jo D, Suh E, Dayton JB, Lar… See abstract for full author list ➔ Zhou N, et al. Among authors: rost b. Genome Biol. 2019 Nov 19;20(1):244. doi: 10.1186/s13059-019-1835-8. Genome Biol. 2019. PMID: 31744546 Free PMC article.
Transmembrane helices predicted at 95% accuracy.
Rost B, Casadio R, Fariselli P, Sander C. Rost B, et al. Protein Sci. 1995 Mar;4(3):521-33. doi: 10.1002/pro.5560040318. Protein Sci. 1995. PMID: 7795533 Free PMC article.
Topology prediction for helical transmembrane proteins at 86% accuracy.
Rost B, Fariselli P, Casadio R. Rost B, et al. Protein Sci. 1996 Aug;5(8):1704-18. doi: 10.1002/pro.5560050824. Protein Sci. 1996. PMID: 8844859 Free PMC article.
Previously, we introduced a neural network system predicting locations of transmembrane helices (HTMs) based on evolutionary profiles (PHDhtm, Rost B, Casadio R, Fariselli P, Sander C, 1995, Protein Sci 4:521-533). ...
Previously, we introduced a neural network system predicting locations of transmembrane helices (HTMs) based on evolutionary profiles (PHDht …
CASP6 assessment of contact prediction.
Graña O, Baker D, MacCallum RM, Meiler J, Punta M, Rost B, Tress ML, Valencia A. Graña O, et al. Among authors: rost b. Proteins. 2005;61 Suppl 7:214-224. doi: 10.1002/prot.20739. Proteins. 2005. PMID: 16187364
ISMB 2008 Toronto.
Linial M, Mesirov JP, Morrison McKay BJ, Rost B. Linial M, et al. Among authors: rost b. PLoS Comput Biol. 2008 Jun 27;4(6):e1000094. doi: 10.1371/journal.pcbi.1000094. PLoS Comput Biol. 2008. PMID: 18584023 Free PMC article. No abstract available.
LocTree2 predicts localization for all domains of life.
Goldberg T, Hamp T, Rost B. Goldberg T, et al. Among authors: rost b. Bioinformatics. 2012 Sep 15;28(18):i458-i465. doi: 10.1093/bioinformatics/bts390. Bioinformatics. 2012. PMID: 22962467 Free PMC article.
A large-scale evaluation of computational protein function prediction.
Radivojac P, Clark WT, Oron TR, Schnoes AM, Wittkop T, Sokolov A, Graim K, Funk C, Verspoor K, Ben-Hur A, Pandey G, Yunes JM, Talwalkar AS, Repo S, Souza ML, Piovesan D, Casadio R, Wang Z, Cheng J, Fang H, Gough J, Koskinen P, Törönen P, Nokso-Koivisto J, Holm L, Cozzetto D, Buchan DW, Bryson K, Jones DT, Limaye B, Inamdar H, Datta A, Manjari SK, Joshi R, Chitale M, Kihara D, Lisewski AM, Erdin S, Venner E, Lichtarge O, Rentzsch R, Yang H, Romero AE, Bhat P, Paccanaro A, Hamp T, Kaßner R, Seemayer S, Vicedo E, Schaefer C, Achten D, Auer F, Boehm A, Braun T, Hecht M, Heron M, Hönigschmid P, Hopf TA, Kaufmann S, Kiening M, Krompass D, Landerer C, Mahlich Y, Roos M, Björne J, Salakoski T, Wong A, Shatkay H, Gatzmann F, Sommer I, Wass MN, Sternberg MJ, Škunca N, Supek F, Bošnjak M, Panov P, Džeroski S, Šmuc T, Kourmpetis YA, van Dijk AD, ter Braak CJ, Zhou Y, Gong Q, Dong X, Tian W, Falda M, Fontana P, Lavezzo E, Di Camillo B, Toppo S, Lan L, Djuric N, Guo Y, Vucetic S, Bairoch A, Linial M, Babbitt PC, Brenner SE, Orengo C, Rost B, Mooney SD, Friedberg I. Radivojac P, et al. Among authors: rost b. Nat Methods. 2013 Mar;10(3):221-7. doi: 10.1038/nmeth.2340. Epub 2013 Jan 27. Nat Methods. 2013. PMID: 23353650 Free PMC article.
385 results