“…This has allowed the discovery of key functional drivers of tumorigenesis and drug sensitivity, including single regulators [13,15,[41][42][43], synergistic regulator pairs [4,12,14], and additive mechanisms that could not have been elucidated using traditional methods. Indeed, virtually none of the regulators that were experimentally validated were significantly differentially expressed at the RNA level and yet they were confirmed as individual or synergistic phenotypic drivers following identification by regulatory network analysis, thus elucidating novel mechanisms of disease initiation/ progression [4,12,13,[41][42][43][44][45][46], chemosensitivity [15,28], and normal physiologic regulation [14]. Lately, we have successfully extended these methodologies to the study of neurological, neurodevelopmental, and stem cell phenotypes [35,42,47], and, more recently, to neurodegenerative phenotypes, resulting in a series of manuscripts, currently in review, where we report on the elucidation and experimental validation of novel genes mediating neurotoxicity in ALS [48], as well as biomarkers of AD progression [9].…”