ml_abundance.RdA data frame of lipid abundance data for machine learning analysis workflow. The data was modified from the paper "The landscape of cancer cell line metabolism" and divided cancer cell lines into sensitive or resistant to SCD gene knockout evenly based on gene dependency scores (CERES).
data("ml_abundance")A data frame with 88 observations on the following 229 variables.
featurea character vector
ACH_000973a numeric vector
ACH_000070a numeric vector
ACH_000411a numeric vector
ACH_001306a numeric vector
ACH_000137a numeric vector
ACH_000697a numeric vector
ACH_000557a numeric vector
ACH_000838a numeric vector
ACH_000802a numeric vector
ACH_000228a numeric vector
ACH_000402a numeric vector
ACH_000832a numeric vector
ACH_000518a numeric vector
ACH_000856a numeric vector
ACH_000516a numeric vector
ACH_000264a numeric vector
ACH_000713a numeric vector
ACH_000329a numeric vector
ACH_000120a numeric vector
ACH_000458a numeric vector
ACH_000920a numeric vector
ACH_000253a numeric vector
ACH_000350a numeric vector
ACH_000256a numeric vector
ACH_000278a numeric vector
ACH_000608a numeric vector
ACH_000055a numeric vector
ACH_000095a numeric vector
ACH_000243a numeric vector
ACH_000211a numeric vector
ACH_000233a numeric vector
ACH_000258a numeric vector
ACH_000435a numeric vector
ACH_000330a numeric vector
ACH_000308a numeric vector
ACH_000936a numeric vector
ACH_000706a numeric vector
ACH_000295a numeric vector
ACH_000585a numeric vector
ACH_000906a numeric vector
ACH_000487a numeric vector
ACH_000633a numeric vector
ACH_000082a numeric vector
ACH_000098a numeric vector
ACH_000738a numeric vector
ACH_000047a numeric vector
ACH_000746a numeric vector
ACH_000485a numeric vector
ACH_000374a numeric vector
ACH_000859a numeric vector
ACH_000150a numeric vector
ACH_000840a numeric vector
ACH_000467a numeric vector
ACH_000012a numeric vector
ACH_000454a numeric vector
ACH_000190a numeric vector
ACH_000954a numeric vector
ACH_000941a numeric vector
ACH_000996a numeric vector
ACH_000831a numeric vector
ACH_000984a numeric vector
ACH_000542a numeric vector
ACH_000847a numeric vector
ACH_000393a numeric vector
ACH_000014a numeric vector
ACH_000799a numeric vector
ACH_000274a numeric vector
ACH_000054a numeric vector
ACH_000986a numeric vector
ACH_000552a numeric vector
ACH_000926a numeric vector
ACH_000118a numeric vector
ACH_000882a numeric vector
ACH_000915a numeric vector
ACH_000569a numeric vector
ACH_000476a numeric vector
ACH_000734a numeric vector
ACH_000324a numeric vector
ACH_000237a numeric vector
ACH_000132a numeric vector
ACH_000584a numeric vector
ACH_000928a numeric vector
ACH_000993a numeric vector
ACH_000711a numeric vector
ACH_000653a numeric vector
ACH_000404a numeric vector
ACH_000507a numeric vector
ACH_000167a numeric vector
ACH_000259a numeric vector
ACH_000773a numeric vector
ACH_000293a numeric vector
ACH_000969a numeric vector
ACH_000862a numeric vector
ACH_000250a numeric vector
ACH_000714a numeric vector
ACH_000576a numeric vector
ACH_000541a numeric vector
ACH_000622a numeric vector
ACH_000858a numeric vector
ACH_000265a numeric vector
ACH_000631a numeric vector
ACH_000524a numeric vector
ACH_000855a numeric vector
ACH_000809a numeric vector
ACH_000865a numeric vector
ACH_000824a numeric vector
ACH_000627a numeric vector
ACH_000471a numeric vector
ACH_000769a numeric vector
ACH_000819a numeric vector
ACH_000252a numeric vector
ACH_000390a numeric vector
ACH_000787a numeric vector
ACH_000477a numeric vector
ACH_000796a numeric vector
ACH_000621a numeric vector
ACH_000884a numeric vector
ACH_000910a numeric vector
ACH_000935a numeric vector
ACH_000881a numeric vector
ACH_000601a numeric vector
ACH_000362a numeric vector
ACH_000851a numeric vector
ACH_000335a numeric vector
ACH_000045a numeric vector
ACH_000938a numeric vector
ACH_000294a numeric vector
ACH_000510a numeric vector
ACH_000921a numeric vector
ACH_000589a numeric vector
ACH_000869a numeric vector
ACH_000766a numeric vector
ACH_000448a numeric vector
ACH_000021a numeric vector
ACH_000747a numeric vector
ACH_000781a numeric vector
ACH_000521a numeric vector
ACH_000841a numeric vector
ACH_000311a numeric vector
ACH_000785a numeric vector
ACH_000481a numeric vector
ACH_000924a numeric vector
ACH_000092a numeric vector
ACH_000800a numeric vector
ACH_000463a numeric vector
ACH_000395a numeric vector
ACH_000403a numeric vector
ACH_000427a numeric vector
ACH_000911a numeric vector
ACH_000116a numeric vector
ACH_000336a numeric vector
ACH_000013a numeric vector
ACH_000159a numeric vector
ACH_001151a numeric vector
ACH_000947a numeric vector
ACH_000663a numeric vector
ACH_000022a numeric vector
ACH_000606a numeric vector
ACH_000732a numeric vector
ACH_000735a numeric vector
ACH_000937a numeric vector
ACH_000307a numeric vector
ACH_000320a numeric vector
ACH_000169a numeric vector
ACH_000041a numeric vector
ACH_000960a numeric vector
ACH_000791a numeric vector
ACH_000261a numeric vector
ACH_000505a numeric vector
ACH_000943a numeric vector
ACH_000473a numeric vector
ACH_000242a numeric vector
ACH_000410a numeric vector
ACH_000839a numeric vector
ACH_000782a numeric vector
ACH_000376a numeric vector
ACH_000099a numeric vector
ACH_000748a numeric vector
ACH_000017a numeric vector
ACH_000361a numeric vector
ACH_000822a numeric vector
ACH_000665a numeric vector
ACH_000363a numeric vector
ACH_000260a numeric vector
ACH_000366a numeric vector
ACH_000811a numeric vector
ACH_000974a numeric vector
ACH_000932a numeric vector
ACH_000549a numeric vector
ACH_000302a numeric vector
ACH_000483a numeric vector
ACH_000623a numeric vector
ACH_000907a numeric vector
ACH_000517a numeric vector
ACH_000500a numeric vector
ACH_000683a numeric vector
ACH_000537a numeric vector
ACH_000460a numeric vector
ACH_000338a numeric vector
ACH_000365a numeric vector
ACH_000953a numeric vector
ACH_000677a numeric vector
ACH_000820a numeric vector
ACH_000651a numeric vector
ACH_000018a numeric vector
ACH_000571a numeric vector
ACH_000720a numeric vector
ACH_000318a numeric vector
ACH_000488a numeric vector
ACH_000917a numeric vector
ACH_000408a numeric vector
ACH_000452a numeric vector
ACH_000397a numeric vector
ACH_000387a numeric vector
ACH_000146a numeric vector
ACH_000885a numeric vector
ACH_000459a numeric vector
ACH_000317a numeric vector
ACH_000495a numeric vector
ACH_000364a numeric vector
ACH_000579a numeric vector
ACH_000522a numeric vector
ACH_000545a numeric vector
ACH_000484a numeric vector
ACH_000827a numeric vector
ACH_000332a numeric vector
ACH_000469a numeric vector
ACH_000570a numeric vector
Li H, Ning S, Ghandi M, Kryukov GV, Gopal S, Deik A, et al. The landscape of cancer cell line metabolism. Nature medicine. 2019;25(5):850.
data(ml_abundance)