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利用多亲本高级世代互交(MAGIC)群体进行玉米秸秆产量和糖化效率的关联作图。

Association mapping for maize stover yield and saccharification efficiency using a multiparent advanced generation intercross (MAGIC) population.

机构信息

Facultad de Biología, Departamento de Biología Vegetal y Ciencias del Suelo, Universidad de Vigo, As Lagoas Marcosende, 36310, Vigo, Spain.

Agrobiología Ambiental, Calidad de Suelos y Plantas (UVIGO), Unidad Asociada a la MBG (CSIC), Pontevedra, Spain.

出版信息

Sci Rep. 2021 Feb 9;11(1):3425. doi: 10.1038/s41598-021-83107-1.

Abstract

Cellulosic ethanol derived from fast growing C4 grasses could become an alternative to finite fossil fuels. With the potential to generate a major source of lignocellulosic biomass, maize has gained importance as an outstanding model plant for studying the complex cell wall network and also to optimize crop breeding strategies in bioenergy grasses. A genome-wide association study (GWAS) was conducted using a subset of 408 Recombinant Inbred Lines (RILs) from a Multi-Parent Advanced Generation Intercross (MAGIC) Population in order to identify single nucleotide polymorphisms (SNPs) associated with yield and saccharification efficiency of maize stover. We identified 13 SNPs significantly associated with increased stover yield that corresponded to 13 QTL, and 2 SNPs significantly associated with improved saccharification efficiency, that could be clustered into 2 QTL. We have pointed out the most interesting SNPs to be implemented in breeding programs based on results from analyses of averaged and yearly data. Association mapping in this MAGIC population highlight genomic regions directly linked to traits that influence the final use of maize. Markers linked to these QTL could be used in genomic or marker-assisted selection programs to improve biomass quality for ethanol production. This study opens a possible optimisation path for improving the viability of second-generation biofuels.

摘要

由速生 C4 草本植物提取的纤维素乙醇可能成为有限化石燃料的替代品。玉米作为研究复杂细胞壁网络的杰出模式植物,以及优化生物能源草本作物的作物育种策略,具有产生主要木质纤维素生物质来源的潜力。本研究利用多亲本高级世代互交(MAGIC)群体中的 408 个重组自交系(RIL)的一个子集进行了全基因组关联研究(GWAS),以鉴定与玉米秸秆产量和糖化效率相关的单核苷酸多态性(SNP)。我们鉴定出 13 个与增加秸秆产量显著相关的 SNP,这些 SNP 对应 13 个 QTL,2 个与提高糖化效率显著相关的 SNP,可聚类为 2 个 QTL。我们根据平均和年度数据的分析结果,指出了最有趣的 SNP,以将其纳入育种计划中。该 MAGIC 群体中的关联图谱突出了与影响玉米最终用途的性状直接相关的基因组区域。与这些 QTL 相关的标记可用于基因组或标记辅助选择计划,以提高用于生产乙醇的生物质质量。这项研究为提高第二代生物燃料的可行性开辟了一条优化路径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f971/7873224/ece4c0071e5f/41598_2021_83107_Fig1_HTML.jpg

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