Root system architecture change in response to waterlogging stress in a 448 global collection of rapeseeds (Brassica napus L.)
文献类型: 外文期刊
第一作者: Ullah, Naseeb
作者: Ullah, Naseeb;Qian, Fang;Geng, Rudan;Xue, Yujun;Guan, Wenjie;Ji, Gaoxiang;Li, Hao;Huang, Qian;Cai, Guangqin;Yan, Guixin;Wu, Xiaoming
作者机构:
关键词: Brassica napus; Image analysis; Membership function value; Root system architecture; Seedling stage; Waterlogging tolerance
期刊名称:PLANTA ( 影响因子:4.3; 五年影响因子:4.8 )
ISSN: 0032-0935
年卷期: 2024 年 259 卷 5 期
页码:
收录情况: SCI
摘要: Main conclusionsA novel image-based screening method for precisely identifying genotypic variations in rapeseed RSA under waterlogging stress was developed. Five key root traits were confirmed as good indicators of waterlogging and might be employed in breeding, particularly when using the MFVW approach. AbstractWaterlogging is a vital environmental factor that has detrimental effects on the growth and development of rapeseed (Brassica napus L.). Plant roots suffer from hypoxia under waterlogging, which ultimately confers yield penalty. Therefore, it is crucially important to understand the genetic variation of root system architecture (RSA) in response to waterlogging stress to guide the selection of new tolerant cultivars with favorable roots. This research was conducted to investigate RSA traits using image-based screening techniques to better understand how RSA changes over time during waterlogging at the seedling stage. First, we performed a t-test by comparing the relative root trait value between four tolerant and four sensitive accessions. The most important root characteristics associated with waterlogging tolerance at 12 h are total root length (TRL), total root surface area (TRSA), total root volume (TRV), total number of tips (TNT), and total number of forks (TNF). The root structures of 448 rapeseed accessions with or without waterlogging showed notable genetic diversity, and all traits were generally restrained under waterlogging conditions, except for the total root average diameter. Additionally, according to the evaluation and integration analysis of 448 accessions, we identified that five traits, TRL, TRSA, TRV, TNT, and TNF, were the most reliable traits for screening waterlogging-tolerant accessions. Using analysis of the membership function value (MFVW) and D-value of the five selected traits, 25 extremely waterlogging-tolerant materials were screened out. Waterlogging significantly reduced RSA, inhibiting root growth compared to the control. Additionally, waterlogging increased lipid peroxidation, accompanied by a decrease in the activities of superoxide dismutase (SOD), peroxidase (POD), and catalase (CAT). This study effectively improves our understanding of the response of RSA to waterlogging. The image-based screening method developed in this study provides a new scientific guidance for quickly examining the basic RSA changes and precisely predicting waterlogging-tolerant rapeseed germplasms, thus expanding the genetic diversity of waterlogging-tolerant rapeseed germplasm available for breeding.
分类号:
- 相关文献
作者其他论文 更多>>
-
Expression, Polymorphism, and Potential Functional Sites of the BMPR1A Gene in the Sheep Horn
作者:Zhang, Guoqing;Wang, Shoufeng;Zhang, Guoqing;Chu, Mingxing;Yang, Hao;Li, Hao;Shi, Jianxin;Feng, Pingjie;Pan, Zhangyuan
关键词:BMPR1A; sheep; horn; allele-specific expressions; SNPs
-
A fish appetite assessment method based on improved ByteTrack and spatiotemporal graph convolutional network
作者:Zhao, Haixiang;Zhao, Haixiang;Cui, Hongwu;Qu, Keming;Zhu, Jianxin;Li, Hao;Cui, Zhengguo;Wu, Yuankai;Cui, Hongwu;Qu, Keming;Zhu, Jianxin;Li, Hao;Cui, Zhengguo
关键词:Aquaculture; Fish appetite; Deep learning; Spatiotemporal graph convolutional neural; network
-
Evidence from an Avian Embryo Model that Zinc-Inducible MT4 Expression Protects Mitochondrial Function Against Oxidative Stress
作者:Li, Hao;Gao, Wei;Wang, Heng;Huang, Liang;Yuan, Tong;Zheng, Wenxuan;Wu, Qilin;Wang, Wence;Yang, Lin;Zhu, Yongwen;Zhang, Huaqi;Liu, Ju;Xu, Weihan
关键词:avian embryo model; metallothionein; mitochondrial function; oxidative stress; zinc
-
Rhein kills Actinobacillus pleuropneumoniae , reduces biofilm formation, and effectively treats bacterial lung infections in mice
作者:Ding, Haifeng;Luo, Weiyu;Zhu, Chunling;Sun, Huarun;Wen, Yuliang;Zhang, Wei;Zhang, Shouping;Wen, Bo;Zhang, Longfei;Liu, Xuehan;Shen, Jiyuan;Hu, Jianhe;Wang, Lei;Liao, Chengshui;Ding, Ke;Ding, Haifeng;Luo, Weiyu;Zhu, Chunling;Sun, Huarun;Wen, Yuliang;Zhang, Wei;Zhang, Shouping;Wen, Bo;Wang, Ruibiao;Zhang, Longfei;Liu, Xuehan;Hu, Jianhe;Wang, Lei;Bai, Yueyu;Bai, Yilin;Li, Hao;Zhao, Xueqin;Wu, Yundi;Wu, Xilong;Ding, Ke
关键词:Actinobacillus pleuropneumoniae; lesion; membrane destruction; Rhein.
-
The yield performance of maize-soybean intercropping in the North China Plain: From 172 sites empirical investigation
作者:Yang, Shuqi;Li, Hao;Wang, Tianzi;Hu, Yimin;Sui, Peng;Gao, Wangsheng;Chen, Yuanquan;Xu, Yinan;Qian, Xin;Li, Zongxin;Zhao, Yingxing
关键词:Maize -soybean intercropping; Field configuration; Field management; Yield; The North China Plain
-
Multi-random ensemble on Partial Least Squares regression to predict wheat yield and its losses across water and nitrogen stress with hyperspectral remote sensing
作者:Mao, Bohan;Sun, Xiaoxiao;Li, Hao;Mao, Bohan;Cheng, Qian;Duan, Fuyi;Li, Yafeng;Li, Zongpeng;Zhai, Weiguang;Ding, Fan;Chen, Zhen;Chen, Li
关键词:Hyperspectral; Machine learning; Model transfer; Yield prediction; Breeding
-
Monitoring of parasite Orobanche cumana using Vis-NIR hyperspectral imaging combining with physio-biochemical parameters on host crop Helianthus annuus
作者:Li, Juanjuan;Farooq, Muhammad Ahsan;Huang, Qian;Zhou, Weijun;Pan, Tiantian;Liu, Fei;Xu, Ling;Najeeb, Ullah;Yun, Xiaopeng
关键词:Orobanche cumana; Sunflower; Vis-NIR hyperspectral imaging; Physio-biochemical parameters; Gene expression analysis