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The Library of Integrated Network-Based Cellular Signatures NIH Program: System-Level Cataloging of Human Cells Response to Perturbations.
Keenan AB, Jenkins SL, Jagodnik KM, Koplev S, He E, Torre D, Wang Z, Dohlman AB, Silverstein MC, Lachmann A, Kuleshov MV, Ma'ayan A, Stathias V, Terryn R, Cooper D, Forlin M, Koleti A, Vidovic D, Chung C, Schürer SC, Vasiliauskas J, Pilarczyk M, Shamsaei B, Fazel M, Ren Y, Niu W, Clark NA, White S, Mahi N, Zhang L, Kouril M, Reichard JF, Sivaganesan S, Medvedovic M, Meller J, Koch RJ, Birtwistle MR, Iyengar R, Sobie EA, Azeloglu EU, Kaye J, Osterloh J, Haston K, Kalra J, Finkbiener S, Li J, Milani P, Adam M, Escalante-Chong R, Sachs K, Lenail A, Ramamoorthy D, Fraenkel E, Daigle G, Hussain U, Coye A, Rothstein J, Sareen D, Ornelas L, Banuelos M, Mandefro B, Ho R, Svendsen CN, Lim RG, Stocksdale J, Casale MS, Thompson TG, Wu J, Thompson LM, Dardov V, Venkatraman V, Matlock A, Van Eyk JE, Jaffe JD, Papanastasiou M, Subramanian A, Golub TR, Erickson SD, Fallahi-Sichani M, Hafner M, Gray NS, Lin JR, Mills CE, Muhlich JL, Niepel M, Shamu CE, Williams EH, Wrobel D, Sorger PK, Heiser LM, Gray JW, Korkola JE, Mills GB, LaBarge M, Feiler HS, Dane MA, Bucher E, Nederlof M, Sudar D, Gross S, Kilburn DF, Smith R, Devlin K, Margolis R, Derr L, Lee A, Pillai A. Keenan AB, et al. Among authors: wang z. Cell Syst. 2018 Jan 24;6(1):13-24. doi: 10.1016/j.cels.2017.11.001. Epub 2017 Nov 29. Cell Syst. 2018. PMID: 29199020 Free PMC article. Review.
Enrichr: a comprehensive gene set enrichment analysis web server 2016 update.
Kuleshov MV, Jones MR, Rouillard AD, Fernandez NF, Duan Q, Wang Z, Koplev S, Jenkins SL, Jagodnik KM, Lachmann A, McDermott MG, Monteiro CD, Gundersen GW, Ma'ayan A. Kuleshov MV, et al. Among authors: wang z. Nucleic Acids Res. 2016 Jul 8;44(W1):W90-7. doi: 10.1093/nar/gkw377. Epub 2016 May 3. Nucleic Acids Res. 2016. PMID: 27141961 Free PMC article.
L1000CDS2: LINCS L1000 characteristic direction signatures search engine.
Duan Q, Reid SP, Clark NR, Wang Z, Fernandez NF, Rouillard AD, Readhead B, Tritsch SR, Hodos R, Hafner M, Niepel M, Sorger PK, Dudley JT, Bavari S, Panchal RG, Ma'ayan A. Duan Q, et al. Among authors: wang z. NPJ Syst Biol Appl. 2016;2:16015-. doi: 10.1038/npjsba.2016.15. Epub 2016 Aug 4. NPJ Syst Biol Appl. 2016. PMID: 28413689 Free PMC article.
ChEA3: transcription factor enrichment analysis by orthogonal omics integration.
Keenan AB, Torre D, Lachmann A, Leong AK, Wojciechowicz ML, Utti V, Jagodnik KM, Kropiwnicki E, Wang Z, Ma'ayan A. Keenan AB, et al. Among authors: wang z. Nucleic Acids Res. 2019 Jul 2;47(W1):W212-W224. doi: 10.1093/nar/gkz446. Nucleic Acids Res. 2019. PMID: 31114921 Free PMC article.
Lean Big Data integration in systems biology and systems pharmacology.
Ma'ayan A, Rouillard AD, Clark NR, Wang Z, Duan Q, Kou Y. Ma'ayan A, et al. Among authors: wang z. Trends Pharmacol Sci. 2014 Sep;35(9):450-60. doi: 10.1016/j.tips.2014.07.001. Epub 2014 Aug 7. Trends Pharmacol Sci. 2014. PMID: 25109570 Free PMC article.
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