Tissue-specific networks, NetWAS

Greene CS*, Krishnan A*, Wong AK*, Ricciotti E, Zelaya RA, Himmelstein DS, Zhang R, Hartmann BM, Zaslavsky E, Sealfon SC, Chasman DI, FitzGerald GA, Dolinski K, Grosser T, Troyanskaya OG. (2015). Understanding multicellular function and disease with human tissue-specific networks. Nature Genetics. 10.1038/ng.3259w.

Variant effect predictions (ExPecto)

Zhou J, Theesfeld CL, Yao K, Chen KM, Wong AK, and Troyanskaya OG. (2018) Deep learning sequence-based ab initio prediction of variant effects on expression and disease risk, Nature Genetics.

Autism gene predictions

Krishnan A*, Zhang R*, Yao V, Theesfeld CL, Wong AK, Tadych A, Volfovsky N, Packer A, Lash A, Troyanskaya OG.(2016) Genome-wide prediction and functional characterization of the genetic basis of autism spectrum disorder. Nature Neuroscience.

Tissue-expression predictions

W. Ju#, C.S. Greene#, F. Eichinger, V. Nair, J.B. Hodgin, M. Bitzer, Y. Lee, Q. Zhu, M. Kehata, M. Li, M.P. Rastaldi, C.D. Cohen, O.G. Troyanskaya*, and M. Kretzler*. Defining cell type specificity at the transcriptional level in human disease. Genome Research. 23:1862-1873. 2013