Journal article

A large-scale evaluation of computational protein function prediction

Predrag Radivojac, Wyatt T Clark, Tal Ronnen Oron, Alexandra M Schnoes, Tobias Wittkop, Artem Sokolov, Kiley Graim, Christopher Funk, Karin Verspoor, Asa Ben-Hur, Gaurav Pandey, Jeffrey M Yunes, Ameet S Talwalkar, Susanna Repo, Michael L Souza, Damiano Piovesan, Rita Casadio, Zheng Wang, Jianlin Cheng, Hai Fang Show all

Nature Methods | NATURE PUBLISHING GROUP | Published : 2013

Grants

Awarded by US National Institutes of Health (NIH)


Awarded by Office of Science (Biological and Environmental Research), US Department of Energy (DOE BER)


Awarded by US National Science Foundation (NSF)


Awarded by Marie Curie International Outgoing Fellowship


Awarded by PRIN Italian Ministry for University and Research MIUR


Awarded by NIH


Awarded by FP7 "Infrastructures" project TransPLANT Award


Awarded by UK Biotechnology and Biological Sciences Research Council (BBSRC)


Awarded by Marie Curie Intra European Fellowship Award


Awarded by Natural Sciences and Engineering Research Council of Canada


Awarded by Canada Foundation for Innovation New Opportunities Award


Awarded by Ontario's Early Researcher Award


Awarded by National Natural Science Foundation of China


Awarded by DOE


Awarded by NSF


Awarded by Biotechnology and Biological Sciences Research Council


Funding Acknowledgements

We gratefully acknowledge I. Landsberg-Halperin for coining the term "CAFA," T. Theriautt for the initial graphical design of Figure 1, G. Schuster for illuminating discussions on hPNPase and A. Facchinetti, R. Velasco, E. Cilia, D.A. Lee, P. Vats, R. Banerjee and A. Bayaskar for their participation in various individual projects. The Automated Function Prediction Special Interest Group meeting at the ISMB 2011 conference was supported by the US National Institutes of Health (NIH) grant R13 HG006079-01A1 (P.R.) and Office of Science (Biological and Environmental Research), US Department of Energy (DOE BER), grant DE-SC0006807TDD (I.F.). Individual projects were partially supported by the following awards: US National Science Foundation (NSF) DBI-0644017 (P.R.), ABI-0965768 (A.B.-H.), DMS0800568 (D. Kihara), CCF-0905536 and DBI-1062455 (O.L.), DBI-0965768 (K.V.) and ABI-1146960 (I.F.); Marie Curie International Outgoing Fellowship PIOF-QA-2009-237751 (S.R.); PRIN 2009 project 009WXT45Y Italian Ministry for University and Research MIUR (R.C.); NIH GM093123 (J.C.), GM075004 and GM097528 (D. Kihara), GM079656 and GM066099 (O.L.), LM00945102 (C.F.), RO1 GM071749 (S.E.B.) and LM009722 and HG004028 (S.D.M.); FP7 "Infrastructures" project TransPLANT Award 283496 (A.D.J.v.D.); UK Biotechnology and Biological Sciences Research Council (BBSRC) grant BB/G022771/1 (J.G.), BB/K004131/1 (A.P.) and BB/F020481/1 (M.N.W. and M.J.E.S.); BBSRC (D.T.J.); Marie Curie Intra European Fellowship Award PIEF-GA-2009-237292 (D.T.J.); Department of Information Technology, Government of India (R.J.); EU, BBSRC and NIH Awards (C.O.); Natural Sciences and Engineering Research Council of Canada Discovery Award #298292-2009, Discovery Accelerator Award #380478-2009, Canada Foundation for Innovation New Opportunities Award 10437 and Ontario's Early Researcher Award #ER07-04-085 (H.S.); Netherlands Genomics Initiative (Y.A.I.K. and C.J.F.t.B.); National Information and Communication Technology Australia (K.V.); National Natural Science Foundation of China grants 31071113 and 30971643 (W.T.); DOE BER KP110201 (S.E.B.); and Alexander von Humboldt Foundation (B.R.). P.R. acknowledges the Indiana University high-performance computing resources (NSF grant CNS-0723054). I.F. acknowledges the assistance of the high-performance computing group at Miami University.