Genome-wide Association Study of Biochemical Traits in Korcula Island, Croatia
CROATIAN MEDICAL JOURNAL
Authors: Zemunik, Tatijana; Boban, Mladen; Lauc, Gordan; Jankovic, Stipan; Rotim, Kresimir; Vatavuk, Zoran; Bencic, Goran; Dogas, Zoran; Boraska, Vesna; Torlak, Vesela; Susac, Jelena; Zobic, Ivana; Rudan, Diana; Pulanic, Drazen; Modun, Darko; Mudnic, Ivana; Gunjaca, Grgo; Budimir, Danijela; Hayward, Caroline; Vitart, Veronique; Wright, Alan F.; Campbell, Harry; Rudan, Igor
Abstract
Aim To identify genetic variants underlying biochemical traits - total cholesterol, low-density lipoprotein (LDL)cholesterol, high-density lipoprotein (HDL) cholesterol, triglycerides, uric acid, albumin, and fibrinogen, in a genome-wide association study in an isolated population where rare variants of larger effect may be more easily identified. Methods The study included 944 adult inhabitants of the island of Korcula, as a part of larger DNA-based genetic epidemiological study in 2007. Biochemical measurements were performed in a single laboratory with stringent internal and external quality control procedures. Examinees were genotyped using Human Hap370CNV chip by Illumina, with a genome-wide scan containing 346 027 single nucleotide polymorphisms (SNP). Results A total of 31 SNPs were associated with 7 investigated traits at the level of P < 1.00 x 10(-5). Nine of SNPs implicated the role of SLC2A9 in uric acid regulation (P = 4.10 x 10(-6)-2.58 x 10(-12)), as previously found in other populations. All 22 remaining associations fell into the P = 1.00 x 10(-5)-1.00 x 10(-6) significance range.. One of them replicated the association between cholesteryl ester transfer protein (CETP) and HDL, and 7 associations were more than 100 kilobases away from the closest known gene. Nearby SNPs, rs4767631 and rs10444502, in gene kinase suppressor of ras 2 (KSR2) on chromosome 12 were associated with LDL cholesterol levels, and rs10444502 in the same gene with total cholesterol levels. Similarly, rs2839619 in gene PBX/knotted 1 homeobox 1 (PKNOX1) on chromosome 21 was associated with total and LDL cholesterol levels. The remaining 9 findings implied possible associations between phosphatidylethanolamine N-methyltransferase (PEMT) gene and total cholesterol; USP46, RAP1GDS1, and ZCCHC16 genes and triglycerides; BCAT1 and SLC14A2 genes and albumin; and NR3C2, GRIK2, and PCSK2 genes and fibrinogen. Conclusion Although this study was underpowered for most of the reported associations to reach formal threshold of genome-wide significance under the assumption of independent multiple testing, replications of previous findings and consistency of association between the identified variants and more than one studied trait make such findings interesting for further functional follow-up studies. Changed allele frequencies in isolate population may contribute to identifying variants that would not be easily identified in much larger samples in outbred populations.
Catabolism of Branched Chain Amino Acids Supports Respiration but Not Volatile Synthesis in Tomato Fruits
MOLECULAR PLANT
Authors: Kochevenko, Andrej; Araujo, Wagner L.; Maloney, Gregory S.; Tieman, Denise M.; Phuc Thi Do; Taylor, Mark G.; Klee, Harry J.; Fernie, Alisdair R.
Abstract
The branched-chain amino acid transaminases (BCATs) have a crucial role in metabolism of the branched-chain amino acids leucine, isoleucine, and valine. These enzymes catalyze the last step of synthesis and the initial step of degradation of these amino acids. Although the biosynthetic pathways of branched chain amino acids in plants have been extensively investigated and a number of genes have been characterized, their catabolism in plants is not yet completely understood. We previously characterized the branched chain amino acid transaminase gene family in tomato, revealing both the subcellular localization and kinetic properties of the enzymes encoded by six genes. Here, we examined possible functions of the enzymes during fruit development. We further characterized transgenic plants differing in the expression of branched chain amino acid transaminases 1 and 3, evaluating the rates of respiration in fruits deficient in BCAT1 and the levels of volatiles in lines overexpressing either BCAT1 or BCAT3. We quantitatively tested, via precursor and isotope feeding experiments, the importance of the branched chain amino acids and their corresponding keto acids in the formation of fruit volatiles. Our results not only demonstrate for the first time the importance of branched chain amino acids in fruit respiration, but also reveal that keto acids, rather than amino acids, are the likely precursors for the branched chain flavor volatiles.