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群体构成方式对大豆百粒重全基因组选择预测准确度的影响 被引量:5
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作者 马岩松 刘章雄 +23 位作者 文自翔 魏淑红 杨春明 王会才 杨春燕 卢为国 徐冉 张万海 吴纪安 胡国华 栾晓燕 付亚书 郭泰 王曙明 韩天富 张孟臣 张磊 苑保军 郭勇 Jochen C.REIF 江勇 李文滨 王德春 邱丽娟 《作物学报》 CAS CSCD 北大核心 2018年第1期43-52,共10页
百粒重是大豆产量的重要构成因子,在一定条件下与产量呈显著正相关。百粒重是一个复杂的数量性状,用传统的育种方法其遗传增益不明显。本研究对280份大豆品种进行了多年多点田间鉴定,通过混合线性模型预测获得品种百粒重的最佳线性无偏... 百粒重是大豆产量的重要构成因子,在一定条件下与产量呈显著正相关。百粒重是一个复杂的数量性状,用传统的育种方法其遗传增益不明显。本研究对280份大豆品种进行了多年多点田间鉴定,通过混合线性模型预测获得品种百粒重的最佳线性无偏预测值。同时利用分布在大豆全基因组的5361个SNP标记鉴定参试品种基因型,结合随机回归最佳线性无偏预测模型和交互验证方法,探讨了群体构成方式对大豆百粒重的全基因组选择预测准确度的影响。结果表明,大豆百粒重的全基因组选择预测准确度变化范围为–0.15^+0.75;群体构成方式对百粒重的预测准确度影响明显;亚群内的预测准确度(+0.24^+0.75)高于亚群间(-0.15^+0.29);当群体间遗传距离由0.1566增加到0.2201时,预测准确度下降27.87%;相比随机构建的训练群体,基于群体遗传结构构建的训练群体能将百粒重的预测准确度提高2.34%。本研究明确了大豆百粒重的全基因组选择预测准确度,阐明了群体结构对大豆百粒重的全基因组选择预测准确度的影响,为大豆分子育种提供了新的思路和方法。 展开更多
关键词 大豆 百粒重 全基因组选择 预测准确度 遗传结构
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QTL Identification of the Insensitive Response to Photoperiod and Temperature in Soybean by Association Mapping 被引量:6
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作者 ZUO Qiao-mei wen zi-xiang +4 位作者 ZHANG Shu-yun HOU Jin-feng GAI Jun-yi YU De-yue XING Han 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2013年第8期1423-1430,共8页
The insensitive response to photoperiod and temperature is an important quantitative trait for soybean in wide adaptation breeding. The natural variation in response to photoperiod and temperature was detected using 2... The insensitive response to photoperiod and temperature is an important quantitative trait for soybean in wide adaptation breeding. The natural variation in response to photoperiod and temperature was detected using 275 accessions of soybean [Glycine max (L.) Merrill] from China. Genome-wide association mapping, based on population structure analysis, was carried out using 118 SSR markers by the TASSEL GLM (general linear model) program. Nine SSR markers (P〈0.01) were associated with the value of the response to photoperiod and temperature (VRPT) caused by days to flowering (DF), among which, Satt308 (LG M), Sattl50 (LG M) and Satt440 (LG l), were identified in both 2006 and 2007. Twelve SSR markers (P〈0.01) were associated with VRPT caused by days to maturity (DM), among which three markers, Satt387 (LG N), Satt307 (LG C2) and AW310961 (LG J), were detected in both 2006 and 2007. In addition, a total of 20 elite alleles were screened out over 2006 and 2007 for being associated with an insensitive response to photoperiod and temperature (IRPT) caused by DF and a total of seven different elite alleles were screened out for being associated with IRPT caused by DM. Among these elite alleles, five alleles, Satt150-244, Satt308-164, Satt308-206, Satt440-176, and Satt440-206, were associated with IRPT caused by DF and were identified in both years, but only one allele, Satt307-170, was identified as being associated with an IRPT caused by DM. Based on these elite alleles, a set of typical accessions were screened out. The result about the genetic basis of IRPT is meaningful for soybean wide adaption breeding. 展开更多
关键词 QTL association mapping SOYBEAN insensitive response photoperiod and temperature
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QTL effects and epistatic interaction for flowering time and branch number in a soybean mapping population of Japanese×Chinese cultivars 被引量:4
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作者 YANG Guang ZHAI Hong +12 位作者 WU Hong-yan ZHANG Xing-zheng LüShi-xiang WANG Ya-ying LI Yu-qiu HU Bo WANG Lu wen zi-xiang WANG De-chun WANG Shao-dong Kyuya Harada XIA Zheng-jun XIE Fu-ti 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2017年第9期1900-1912,共13页
Flowering time and branching type are important agronomic traits related to the adaptability and yield of soybean. Molecular bases for major flowering time or maturity loci, E1 to E4, have been identified. However, mo... Flowering time and branching type are important agronomic traits related to the adaptability and yield of soybean. Molecular bases for major flowering time or maturity loci, E1 to E4, have been identified. However, more flowering time genes in cultivars with different genetic backgrounds are needed to be mapped and cloned for a better understanding of flowering time regulation in soybean. In this study, we developed a population of Japanese cultivar(Toyomusume)×Chinese cultivar(Suinong 10) to map novel quantitative trait locus(QTL) for flowering time and branch number. A genetic linkage map of a F_2 population was constructed using 1 306 polymorphic single nucleotide polymorphism(SNP) markers using Illumina Soy SNP8 ki Select Bead Chip containing 7 189(SNPs). Two major QTLs at E1 and E9, and two minor QTLs at a novel locus, qFT2_1 and at E3 region were mapped. Using other sets of F_2 populations and their derived progenies, the existence of a novel QTL of qFT2_1 was verified. qBR6_1, the major QTL for branch number was mapped to the proximate to the E1 gene, inferring that E1 gene or neighboring genetic factor is significantly contributing to the branch number. 展开更多
关键词 soybean quantitative trait loci SNP flowering time branch number
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