Bulked Segregant RNA-seq Reveals Differential Expression and SNPs of Candidate Genes Associated with Waterlogging Tolerance in Maize
文献类型: 外文期刊
第一作者: Du, Hewei
作者: Du, Hewei;Wang, Hongwei;Ding, Shuangcheng;Zhang, Binglin;Tian, Xiaohai;Xu, Yunbi;Du, Hewei;Zhu, Jianxiong;Su, Hang;Huang, Ming;Luo, An;Wei, Shudong;Du, Hewei;Xu, Yunbi;Xu, Yunbi
作者机构:
关键词: maize (Zea mays L.);RNA-seq;bulk segregant analysis;waterlogging stress tolerance;SNPs;abiotic stress
期刊名称:FRONTIERS IN PLANT SCIENCE ( 影响因子:5.753; 五年影响因子:6.612 )
ISSN: 1664-462X
年卷期: 2017 年 8 卷
页码:
收录情况: SCI
摘要: Waterlogging has increasingly become one of the major constraints to maize productivity in some maize production zones because it causes serious yield loss. Bulked segregant RNA-seq (BSR-seq) has been widely applied to profile candidate genes and map associated Single Nucleotide Polymorphism (SNP) markers in many species. In this study, 10 waterlogging sensitive and eight tolerant inbred lines were selected from 60 maize inbred lines with waterlogging response determined and preselected by the International Maize and Wheat Improvement Center (CIMMYT) from over 400 tropical maize inbred lines. BSR-seq was performed to identify differentially expressed genes and SNPs associated with waterlogging tolerance. Upon waterlogging stress, 354 and 1094 genes were differentially expressed in the tolerant and sensitive pools, respectively, compared to untreated controls. When tolerant and sensitive pools were compared, 593 genes were differentially expressed under untreated and 431 genes under waterlogged conditions, of which 122 genes overlapped. To validate the BSR-seq results, the expression levels of six genes were determined by qRT-PCR. The qRT-PCR results were consistent with BSR-seq results. Comparison of allelic polymorphism in mRNA sequences between tolerant and sensitive pools revealed 165 (normal condition) and 128 (waterlogged condition) high-probability SNPs. We found 18 overlapping SNPs with genomic positions mapped. Eighteen SNPs were contained in 18 genes, and eight and nine of 18 genes were responsive to waterlogging stress in tolerant and sensitive lines, respectively. Six alleles of the 18 originated from tolerant pool were significantly up-regulated under waterlogging, but not those from sensitive pool. Importantly, one allele (GRMZM2G055704) of the six genes was mapped between umc1619 and umc1948 on chromosome 1 where a QTL associated with waterlogging tolerance was identified in a previous research, strongly indicating that GRMZM2G055704 is a candidate gene responsive to waterlogging. Our research contributes to the knowledge of the molecular mechanism for waterlogging tolerance in maize.
分类号:
- 相关文献
作者其他论文 更多>>
-
Genetic diversity and population structure of sweet corn in China as revealed by mSNP
作者:Yang, Quannv;Wang, Yunbo;Guo, Zifeng;Xu, Yunbi;Xu, Yunbi;Xu, Yunbi
关键词:Sweet corn; Genetic diversity; Population structure; Genotyping by target sequencing
-
Multiomics analyses of the effects of LED white light on the ripening of apricot fruits
作者:Bai, Chunmei;Ma, Lili;Jiang, Yuanye;Wu, Caie;Bai, Chunmei;Zheng, Yanyan;Ma, Lili;Jiang, Yuanye;Chen, Shaoqing;Wang, Hongwei;He, Xuelian;Han, Lichun;Zhou, Xinyuan;Wang, Qing;Zuo, Jinhua;Watkins, Christopher Brian
关键词:Light-emitting diodes; Transcriptomics; Metabolomics; ATAC-Seq
-
Effects of Long-Term Positioning Tillage Method and Straw Management on Crop Yield and Nutrient Accumulation and Utilization in Dryland Wheat-Maize Double-Cropping System
作者:Huang, Ming;Xiao, Huishu;Zhang, Jun;Li, Shuang;Peng, Yanmin;Guo, Jin-Hua;Jiang, Peipei;Wang, Rongrong;Chen, Yushu;Li, Chunxia;Wang, Hezheng;Fu, Guozhan;Shaaban, Muhammad;Li, Youjun;Wu, Jinzhi;Li, Guoqiang;Li, Guoqiang
关键词:tillage method; straw management; dryland; wheat-maize double-cropping; yield; nitrogen; phosphorus and potassium accumulation; internal efficiency
-
The utilization of an ultrasonic mung bean protein-starch conjugate as a fat substitute in whipping cream
作者:Feng, Xuewei;Li, Shiyu;Jiang, Chunyang;Su, Hang;Yao, Yang;Feng, Xuewei;Zhu, Yingying;Zhang, Yongjiu;Hao, Xiyu;Hao, Xiyu
关键词:ultrasound; mung bean protein-starch conjugate; whipping cream; physicochemical properties; in vitro digestibility
-
The BES1/BZR1 transcriptional factor SlBES2 regulates photosynthetic apparatus in tomato fruit
作者:Huang, Ming;Liu, Wenjing;Su, Deding;Huang, Baowen;Li, Zhengguo;Huang, Ming;Liu, Wenjing;Su, Deding;Huang, Baowen;Li, Zhengguo;Abid, Ghassen
关键词:BES1 transcriptional factor; Fruit development; Photosynthetic apparatus; Tomato
-
Thermosonication enhanced the bioactive, antioxidant, and flavor attributes of freshly squeezed tomato juice
作者:Li, Limei;Su, Hang;Li, Xihong;Xu, Qing;Song, Jitian;Qiao, Liping;Pang, Lingling;Pan, Yanfang;Pang, Lingling;Pan, Yanfang;Qiao, Liping
关键词:Sterilization; Thermosonication; Bioactive components; Freshly squeezed tomato juice
-
Leveraging Automated Machine Learning for Environmental Data-Driven Genetic Analysis and Genomic Prediction in Maize Hybrids
作者:He, Kunhui;Yu, Tingxi;Gao, Shang;Chen, Shoukun;Li, Liang;Zhang, Xuecai;Huang, Changling;Xu, Yunbi;Wang, Jiankang;Li, Xinhai;Li, Huihui;He, Kunhui;Yu, Tingxi;Gao, Shang;Chen, Shoukun;Zhang, Xuecai;Huang, Changling;Wang, Jiankang;Li, Huihui;Zhang, Xuecai;Hearne, Sarah;Prasanna, Boddupalli M.
关键词:environmental data; genetic analysis; genomic selection; genotype-by-environment interactions; machine learning