Table 1.
Alternative hypothesis | Method | Example model |
---|---|---|
Somatic alteration is associated with local ancestry | Logistic Regression | somatic alteration ~ local ancestry + percentage of EUR ancestry + percentage of AFR ancestry |
Ancestry is associated with arm-level SCNA | Logistic Regression | ancestry ~ arm-level SCNA + aneuploidy + genome doubling + age + gender + subtype |
Ancestry is associated with TMB, aneuploidy, and IMS | Logistic Regression | ancestry ~ aneuploidy + TMB + IMS + age + gender + subtype |
DNA methylation is associated with ancestry | Linear Regression | DNA methylation level (β value) ~ ancestry + tumor purity + age + gender + subtype |
mRNA expression is associated with ancestry | Linear Regression | log2(RPM) ~ ancestry + TCGA plate number + subtype |
miRNA expression is associated with ancestry | Linear Regression | log2(RPM+1) ~ ancestry + subtype |
Pathway activity is associated with ancestry | Linear Regression | IPL ~ ancestry + subtype |
RPM: Read Per Million. IPL: Integrated Pathway Level.