“…The expression of many genes or their products in muscle has been reported to be positively correlated with IMF% or marbling in cattle: ADIPOQ, SCD, and THRSP (Wang et al, 2009b), G6PD and leptin (LEP; Graugnard et al, 2009), FABP4 (Lee et al, 2008;Pickworth et al, 2011), ADAM metallopeptidase with thrombospondin type 1 motif, 4 (ADAMTS4), and transforming growth factor, β 1 (TGFB1; Lee et al, 2010), coiled-coil domain containing 3 (CCDC3; Eberlein et al, 2010), IL-1 receptor-associated kinase 1 (IRAK1; Eberlein et al, 2011), CEBPA and PPARG (Kim et al, 2011;, delta-like 1 homolog (DLK1; Pickworth et al, 2011), runt-related transcription factor 1; translocated to 1 (cyclin D-related; RUNX1T1; Lim et al, 2011), GPAM, ACACA, FASN, LPL, CD36 molecule (thrombospondin receptor), solute carrier family 27 (fatty acid transporter) member 1 [SLC27A1, also known as (aka) FATP1], 1-acylglycerol-3-phosphate O-acyltransferase 1 (lysophosphatidic acid acyltransferase, α; AGPAT1), diacylglycerol O-acyltransferase 1 (DGAT1), and DGAT2 (Jeong et al, 2012). An additional set of genes has been shown to be negatively correlated with IMF% or marbling, including titin (TTN), nebulin (NEB; Lee et al, 2008), calcium/calmodulin-dependent protein kinase II α (CAMK2A; Lee et al, 2008;Lim et al, 2011), retinoid X receptor α (RXRA; Lim et al, 2011), heat shock 27 kDa protein 1 (HSPB1), TNF receptor superfamily member 6 (FAS), angiotensinogen [serpin peptidase inhibitor clade A member 8 (AGT); Kim et al, 2011], patatin-like phospholipase domain containing 2 (PNPLA2, aka ATGL), monoglyceride lipase (MGLL, aka MGL), acyl-CoA dehydrogenase very long chain (ACADVL, aka VLCAD), and acyl-CoA dehydrogenase C-4 to C-12 straight chain (ACADM, aka MCAD; Jeong et al, 2012).…”