“…Among the 20 molecules, the up-regulated (P <0.05 and FC ≥ 2) genes included: (1) genes involved in insulin resistance such as APOC3 [ 28 ], PPARD [ 29 ], CASP9 [ 30 ], and CBR3 [ 31 ]; (2) risk loci for type 2 diabetes such as MTHFR [ 32 ] and CDKN2B [ 33 ]; (3) genes correlated with complications of T2DM; for instance, casp-9, which mediates high-glucose-induced diabetic neuropathies [ 34 ]; EBF1, which is a cardiovascular and metabolic risk gene [ 35 ]; and APOM, which is associated with lipid disturbances and rheumatoid arthritis [ 36 ]; (4) BCL11A, which is a candidate regulator of pancreatic endocrine cells, downregulates target genes Ins2, glucagon, and Ppy [ 37 ]. The down-regulated genes (P <0.05 and FC ≤ 0.5) included: (1) genes modulating the lipolytic program and promoting brown adipose tissue function, such as JAK2 [ 38 ]; (2) genes downregulating insulin resistance, such as PCNT [ 39 ], RAP2A [ 40 ], AQP9 [ 41 ], MCL1 [ 42 ], AGTRAP [ 43 ], TF [ 44 ] and FASLG [ 45 ]; and (3) TCF7L2, which plays an important role in glucose homeostasis [ 46 ]; (4)Human GDPD5 restores insulin expression in Gdpd5a-depleted zebrafish embryos [ 47 ]. These up-regulated genes and down-regulated genes are respectively presented in Supplementary Tables 1 , 2 .…”