Mining for QTL controlling maize low-phosphorus response genes combined with deep resequencing of RIL parental genomes and in silico GWAS analysis
文献类型: 外文期刊
第一作者: Luo, Bowen
作者: Luo, Bowen;Gao, Shibin;Luo, Bowen;Ma, Peng;Zhang, Chong;Zhang, Xiao;Li, Jing;Ma, Junchi;Han, Zheng;Zhang, Shuhao;Yu, Ting;Zhang, Guidi;Zhang, Hongkai;Zhang, Haiying;Li, Binyang;Liu, Dan;Wu, Ling;Gao, Duojiang;Gao, Shiqiang;Gao, Shibin;Luo, Bowen;Ma, Peng;Zhang, Chong;Zhang, Xiao;Li, Jing;Ma, Junchi;Han, Zheng;Zhang, Shuhao;Yu, Ting;Zhang, Guidi;Zhang, Hongkai;Zhang, Haiying;Li, Binyang;Liu, Dan;Wu, Ling;Gao, Duojiang;Gao, Shiqiang;Gao, Shibin;Ma, Peng;Ma, Peng;Guo, Jia;Ge, Ping;Lan, Yuzhou;Su, Shunzong
作者机构:
期刊名称:THEORETICAL AND APPLIED GENETICS ( 影响因子:4.4; 五年影响因子:5.0 )
ISSN: 0040-5752
年卷期: 2024 年 137 卷 8 期
页码:
收录情况: SCI
摘要: Key messageExtensive and comprehensive phenotypic data from a maize RIL population under both low- and normal-Pi treatments were used to conduct QTL mapping. Additionally, we integrated parental resequencing data from the RIL population, GWAS results, and transcriptome data to identify candidate genes associated with low-Pi stress in maize.AbstractPhosphorus (Pi) is one of the essential nutrients that greatly affect the maize yield. However, the genes underlying the QTL controlling maize low-Pi response remain largely unknown. In this study, a total of 38 traits at both seedling and maturity stages were evaluated under low- and normal-Pi conditions using a RIL population constructed from X178 (tolerant) and 9782 (sensitive), and most traits varied significantly between low- and normal-Pi treatments. Twenty-nine QTLs specific to low-Pi conditions were identified after excluding those with common intervals under both low- and normal-Pi conditions. Furthermore, 45 additional QTLs were identified based on the index value ((Trait_under_LowPi-Trait_under_NormalPi)/Trait_under_NormalPi) of each trait. These 74 QTLs collectively were classified as Pi-dependent QTLs. Additionally, 39 Pi-dependent QTLs were clustered in nine HotspotQTLs. The Pi-dependent QTL interval contained 19,613 unique genes, 6,999 of which exhibited sequence differences with non-synonymous mutation sites between X178 and 9782. Combined with in silico GWAS results, 277 consistent candidate genes were identified, with 124 genes located within the HotspotQTL intervals. The transcriptome analysis revealed that 21 genes, including the Pi transporter ZmPT7 and the strigolactones pathway-related gene ZmPDR1, exhibited consistent low-Pi stress response patterns across various maize inbred lines or tissues. It is noteworthy that ZmPDR1 in maize roots can be sharply up-regulated by low-Pi stress, suggesting its potential importance as a candidate gene for responding to low-Pi stress through the strigolactones pathway.
分类号:
- 相关文献
作者其他论文 更多>>
-
A fast and efficient virtual screening and identification strategy for helix peptide binders based on finDr webserver: A case study of bovine serum albumin (BSA)
作者:Bu, Jiarui;Luo, Na;Liu, Yuan;Luo, Chuping;Zhang, Xiao;Bu, Jiarui;Luo, Na;Shen, Cheng;Xu, Chongxin;Zhu, Qing;Chen, Chengyu;Xie, Yajing;Liu, Xianjin;Liu, Yuan;Zhang, Xiao
关键词:Virtual screening; Affinity identification; Molecular simulations
-
Metabolomic and Transcriptomic Analyses of Flavonoid Biosynthesis in Different Colors of Soybean Seed Coats
作者:Fan, Yuanfang;Wang, Xianshu;Yang, Mei;Zhong, Xiaojuan;Zhou, Yonghang;Xiang, Chao;Fan, Yuanfang;Wang, Xianshu;Yang, Mei;Zhong, Xiaojuan;Zhou, Yonghang;Xiang, Chao;Hussain, Sajad;Tao, Lei;Li, Jing
关键词:soybean; flavonoid; transcriptome; metabolome; seed coat color
-
Evaluating Sustainable Development in the Middle and Lower Reaches of the Yellow River Basin Using Multiple Data Sources
作者:Lu, Yuefeng;Li, Jing;Song, Zhenqi;Lu, Yuefeng;Lu, Miao;Lu, Yuefeng;Lu, Miao
关键词:Rivers; Indexes; Sustainable development; Socioeconomics; Remote sensing; Water resources; Urban areas; Soil; Biological system modeling; Surface treatment; Ecological environment; influencing factors; middle and lower reaches of the Yellow River Basin; social economy; sustainable development
-
Food loss and waste valorization offers a sustainable source of biopolymers in bioinks for 3D printing
作者:Madadi, Meysam;Song, Guojie;Madadi, Meysam;Liu, Dan;Amiri, Hamid;Tabatabaei, Meisam;Amiri, Hamid;Pan, Junting;Gupta, Vijai Kumar;Gupta, Vijai Kumar;Gupta, Vijai Kumar;Aghbashlo, Mortaza
关键词:
-
Strategy for the Selection of Tank-Mix Adjuvants to Improve the Wettability of Unmanned Aerial Vehicle-Sprayed Liquids on Citrus Leaf Surfaces
作者:Liu, Dan;Pan, Bo;Wang, Bingjie;Lin, Yong;Jiang, Lei;Jiang, Lei
关键词:
-
Innovative submerged directed fermentation: Producing high molecular weight polysaccharides from Ganoderma lucidum
作者:Guo, Jia;Tang, Chenmin;Liu, Yanfang;Shi, Jia;Tang, Chuanhong;Feng, Jie;Zhang, Jingsong;Guo, Jia;Vunduk, Jovana
关键词:Ganoderma lucidum; Submerged fermentation; High molecular weight polysaccharide
-
Soil microbiome mediates plant community productivity in grass-legume mixtures
作者:Li, Jing;Zhang, Wenbo;Yang, Xiaojiang;Jiang, Shenyi;Wang, Zhen;Jin, Ke;Li, Jing;Xu, Zhuwen;Yang, Xiaojiang;Jiang, Shenyi;Struik, Paul C.
关键词:Grass-legume ratios; Symbiosis; Mycorrhizal fungi; Nitrogen-fixing bacteria; Plant productivity