Low choline diet led to transcriptional changes in peripheral lymphocytes.Gene signature associated with the presence or absence of organ dysfunction (fatty liver and elevated plasma CRP).SNPs in MTHFD1, CHDH and PEMT influence the diet-induced changes in gene expression profile. Here, CHDH is linked to fatty liver disease.