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基于高效混合模型的全基因组关联分析方法对鲶鱼头尺性状的遗传解析
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作者 陈澳 常中宇 +2 位作者 赵兴宁 李宁 蒋丽 《山东农业大学学报(自然科学版)》 北大核心 2025年第6期929-937,共9页
头骨形态是生物进化和物种适应环境的基础,对于水产养殖鱼类来说,鱼头大小尺寸也是重要的经济性状,它与鱼片产量和观赏性有关。因此,挖掘控制鲶鱼头部大小的基因位点,可为遗传选育提供分子标记及可利用的功能基因。本研究定位了与鲶鱼... 头骨形态是生物进化和物种适应环境的基础,对于水产养殖鱼类来说,鱼头大小尺寸也是重要的经济性状,它与鱼片产量和观赏性有关。因此,挖掘控制鲶鱼头部大小的基因位点,可为遗传选育提供分子标记及可利用的功能基因。本研究定位了与鲶鱼头部大小相关的数量性状核苷酸(QTN)和基因,利用鲶鱼10个家系的杂交群体进行基因分型,使用高效、稳健的基于混合模型的Optim-GRAMMAR法进行GWAS分析,并将结果与EMMAX进行了比较。在得到206763个高质量SNP的基础上,同种条件下EMMAX无显著关联的SNP,而Optim-GRAMMAR在头长、头深、头宽方面则分别发现了1、6和1个SNP,这些基因大多与生长发育、细胞增殖、促进代谢,骨骼形态,摄食调节有关,其中slc12a5a,slc7a10a,Rab2a等基因在斑马鱼等物种中对生长发育有正向影响。本研究报告的QTNs及基因将有助于了解鱼头大小性状的遗传结构,并促进水产养殖品种鲶鱼的标记辅助选择育种。 展开更多
关键词 全基因组关联分析 Optim-GRAMMAR emmax 鲶鱼 头部大小
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LR is a Novel Gene Regulating Amylose Content in Rice Revealed by Genome-Wide Association Study
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作者 LI Huijuan YU Haipeng +7 位作者 HUANG Guanrong HUANG Zengying TANG Lu YANG Pengfei ZHONG Zhengzheng HU Guocheng ZHANG Peng TONG Hanhua 《Rice science》 2025年第3期277-282,共6页
The genetic mechanism determining amylose content(AC)and its impact on eating and cooking quality(ECQ)of rice is highly complex.To elucidate the genetic basis of AC in rice,the Ting’s core collection was used to iden... The genetic mechanism determining amylose content(AC)and its impact on eating and cooking quality(ECQ)of rice is highly complex.To elucidate the genetic basis of AC in rice,the Ting’s core collection was used to identify novel AC genes/loci through genome-wide association analysis(GWAS)using more than 5.0 million single nucleotide polymorphisms(SNPs).In this study,12 genes related to AC,including the major gene Wx and 11 minor genes,were detected using the EMMAX method.A novel gene,LR,encoding a nucleotide-binding leucine-rich-repeat(LRR)receptor(NLR)family protein,was selected for functional study.When LR was knocked out using CRISPR/Cas9,the AC decreased significantly.Furthermore,the AC in varieties was significantly higher with Haplotype A compared to Haplotypes B and C of LR.Notably,two natural variations,SNP-385(Thr-Hap.A vs Ala-Haps.B and C)and SNP-758(Ser-Hap.A vs Asn-Haps.B and C),in the coding region of LR might play critical roles in regulating AC and serve as potential targets for cultivating rice with diverse amylose contents. 展开更多
关键词 RICE eating cooking quality genome wide association study CRISPR Cas emmax methoda amylose content single nucleotide polymorphisms snps genetic mechanism
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