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不同马铃薯种质资源中蛋白质含量和氨基酸谱的基因型多样性及全基因组关联研究

Genotypic Diversity and Genome-Wide Association Study of Protein Content and Amino Acid Profile in Diverse Potato Accessions.

作者信息

Rasheed Haroon, Ying Yining, Ahmad Daraz, Deng Bowen, Bao Jinsong

机构信息

Institute of Nuclear Agricultural Sciences, Zhejiang University, Zijingang Campus, Hangzhou 310058, China.

Hainan Institute, Zhejiang University, Yazhou Bay Science and Technology City, Yazhou District, Sanya 572025, China.

出版信息

Foods. 2025 Jun 9;14(12):2039. doi: 10.3390/foods14122039.

Abstract

The genotypic diversity and genome-wide association study (GWAS) of potato proteins and amino acid content were investigated in two environments: 98 potato accessions in Environment I and 93 in Environment II. Results revealed that aspartic acid was the most abundant amino acid in environment I and glutamic acid in environment II. The limiting amino acids were cysteine in both environments. The environmental variance accounted for more than 40% of the total variance for all traits except for serine and gamma amino butyric acid (GABA), indicating that potato protein and most amino acids were affected by growing seasons. GWAS identified 78 significant loci associated with potato protein and amino acid contents. The pleiotropic loci, especially those located on chromosomes 6, 9, and 11, provide a strong genetic basis for quality improvement. This study provides genetic insights into potato proteins and amino acid diversity, thereby enhancing molecular breeding for nutritional qualities.

摘要

在两种环境下对马铃薯蛋白质和氨基酸含量进行了基因型多样性和全基因组关联研究(GWAS):环境I中有98份马铃薯种质,环境II中有93份。结果表明,天冬氨酸是环境I中含量最丰富的氨基酸,而谷氨酸是环境II中含量最丰富的氨基酸。两种环境下的限制氨基酸均为半胱氨酸。除丝氨酸和γ-氨基丁酸(GABA)外,环境方差占所有性状总方差的40%以上,这表明马铃薯蛋白质和大多数氨基酸受生长季节的影响。GWAS鉴定出78个与马铃薯蛋白质和氨基酸含量相关的显著位点。多效性位点,尤其是位于6号、9号和11号染色体上的那些位点,为品质改良提供了强大的遗传基础。本研究为马铃薯蛋白质和氨基酸多样性提供了遗传学见解,从而加强了营养品质的分子育种。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/21e5/12192551/130ac24d53e3/foods-14-02039-g001.jpg

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