This is median normalised data from the supplementary table 2 of Hakimi et al with metabolomic profiling on 138 matched clear cell renal cell carcinoma (ccRCC)/normal tissue pairs. measured metabolite (normalised data) doi:10.1016/j.ccell.2015.12.004
Format
An object of class spec_tbl_df (inherits from tbl_df, tbl, data.frame) with 276 rows and 584 columns.
Examples
data(tissue_norm)
head(tissue_norm)
#> # A tibble: 6 × 584
#> Code CLIENT_IDENTIFIER TISSUE_TYPE MATCHING_INDEX GENDER RACE AGE_AT_SURGERY
#> <chr> <dbl> <chr> <dbl> <chr> <chr> <dbl>
#> 1 DIAG… 3 TUMOR 1 Male White 74.8
#> 2 DIAG… 4 NORMAL 1 Male White 74.8
#> 3 DIAG… 5 TUMOR 2 Male White 77.2
#> 4 DIAG… 6 NORMAL 2 Male White 77.2
#> 5 DIAG… 7 TUMOR 3 Female White 59.1
#> 6 DIAG… 8 NORMAL 3 Female White 59.1
#> # ℹ 577 more variables: PATHSTAGET_1 <chr>, `TYPE-STAGE` <chr>,
#> # PATHSTAGEN_1 <chr>, PATHSTAGEM_1 <chr>, PATHGRADE1 <chr>, STAGE <chr>,
#> # AGE <chr>, `1,2-propanediol` <dbl>, `1,3-dihydroxyacetone` <dbl>,
#> # `1,5-anhydroglucitol (1,5-AG)` <dbl>, `10-heptadecenoate (17:1n7)` <dbl>,
#> # `10-nonadecenoate (19:1n9)` <dbl>, `13-HODE + 9-HODE` <dbl>,
#> # `15-methylpalmitate (isobar with 2-methylpalmitate)` <dbl>,
#> # `16-hydroxypalmitate` <dbl>, …