INRA, UMR de Genetique Vegetale INRA/Univ. Paris XI/CNRS/INA PG, Paris, France.
Theor Appl Genet. 2010 Nov;121(8):1465-82. doi: 10.1007/s00122-010-1402-x. Epub 2010 Jul 25.
A meta-analysis of quantitative trait loci (QTL) associated with plant digestibility and cell wall composition in maize was carried out using results from 11 different mapping experiments. Statistical methods implemented in "MetaQTL" software were used to build a consensus map, project QTL positions and perform meta-analysis. Fifty-nine QTL for traits associated with digestibility and 150 QTL for traits associated with cell wall composition were included in the analysis. We identified 26 and 42 metaQTL for digestibility and cell wall composition traits, respectively. Fifteen metaQTL with confidence interval (CI) smaller than 10 cM were identified. As expected from trait correlations, 42% of metaQTL for digestibility displayed overlapping CIs with metaQTL for cell wall composition traits. Coincidences were particularly strong on chromosomes 1 and 3. In a second step, 356 genes selected from the MAIZEWALL database as candidates for the cell wall biosynthesis pathway were positioned on our consensus map. Colocalizations between candidate genes and metaQTL positions appeared globally significant based on χ(2) tests. This study contributed in identifying key chromosomal regions involved in silage quality and potentially associated genes for most of these regions. These genes deserve further investigation, in particular through association mapping.
采用 11 个不同的作图实验的结果,对与玉米植物消化率和细胞壁组成相关的数量性状位点(QTL)进行了荟萃分析。“MetaQTL”软件中实施的统计方法用于构建共识图谱、预测 QTL 位置和进行荟萃分析。该分析包括与消化率相关的 59 个 QTL 和与细胞壁组成相关的 150 个 QTL。我们分别鉴定了与消化率和细胞壁组成性状相关的 26 个和 42 个荟萃 QTL。鉴定了 15 个置信区间(CI)小于 10 cM 的荟萃 QTL。正如性状相关性所预期的那样,42%的与消化率相关的荟萃 QTL 与细胞壁组成性状的荟萃 QTL 具有重叠的 CI。在第 1 号和第 3 号染色体上,这种重合尤为强烈。在第二步中,从 MAIZEWALL 数据库中选择了 356 个作为细胞壁生物合成途径候选基因的基因,并将其定位在我们的共识图谱上。基于 χ(2)检验,候选基因与荟萃 QTL 位置之间的共定位总体上具有统计学意义。本研究有助于确定参与青贮质量的关键染色体区域和这些区域的大多数潜在相关基因。这些基因值得进一步研究,特别是通过关联作图。