Talas Firas, Kalih Rasha, Miedaner Thomas, McDonald Bruce A
Mol Plant Microbe Interact. 2016 May;29(5):417-30. doi: 10.1094/MPMI-09-15-0218-R. Epub 2016 Apr 13.
Genome-wide association studies can identify novel genomic regions and genes that affect quantitative traits. Fusarium head blight is a destructive disease caused by Fusarium graminearum that exhibits several quantitative traits, including aggressiveness, mycotoxin production, and fungicide resistance. Restriction site-associated DNA sequencing was performed for 220 isolates of F. graminearum. A total of 119 isolates were phenotyped for aggressiveness and deoxynivalenol (DON) production under natural field conditions across four environments. The effective concentration of propiconazole that inhibits isolate growth in vitro by 50% was calculated for 220 strains. Approximately 29,000 single nucleotide polymorphism markers were associated to each trait, resulting in 50, 29, and 74 quantitative trait nucleotides (QTNs) that were significantly associated to aggressiveness, DON production, and propiconazole sensitivity, respectively. Approximately 41% of these QTNs caused nonsynonymous substitutions in predicted exons, while the remainder were synonymous substitutions or located in intergenic regions. Three QTNs associated with propiconazole sensitivity were significant after Bonferroni correction. These QTNs were located in genes not previously associated with azole sensitivity. The majority of the detected QTNs were located in genes with predicted regulatory functions, suggesting that nucleotide variation in regulatory genes plays a major role in the corresponding quantitative trait variation.
全基因组关联研究可以识别影响数量性状的新基因组区域和基因。小麦赤霉病是由禾谷镰刀菌引起的一种毁灭性病害,表现出多种数量性状,包括致病性、霉菌毒素产生和抗药性。对220株禾谷镰刀菌进行了限制性位点相关DNA测序。在四个环境的自然田间条件下,对总共119株分离株进行了致病性和脱氧雪腐镰刀菌烯醇(DON)产生的表型分析。计算了220个菌株在体外抑制其生长50%的丙环唑有效浓度。大约29,000个单核苷酸多态性标记与每个性状相关,分别产生了50、29和74个与致病性、DON产生和丙环唑敏感性显著相关的数量性状核苷酸(QTNs)。这些QTNs中约41%在预测外显子中导致非同义替换,其余为同义替换或位于基因间区域。经过Bonferroni校正后,三个与丙环唑敏感性相关的QTNs具有显著性。这些QTNs位于以前与唑类敏感性无关的基因中。检测到的大多数QTNs位于具有预测调控功能的基因中,这表明调控基因中的核苷酸变异在相应的数量性状变异中起主要作用。