数字农科院2.0

Unraveling Heat Tolerance in Upland Cotton (Gossypium hirsutum L.) Using Univariate and Multivariate Analysis

文献类型： 外文期刊

作者： Muhammad Mubashar Zafar;Xue Jia;Amir Shakeel;Zareen Sarfraz;Abdul Manan;Ali Imran;Huijuan Mo;Arfan Ali;Yuan Youlu;Abdul Razzaq;Muhammad Shahid Iqbal;Maozhi Ren

作者机构：

关键词： Gossypium;heritability;high-temperature stress;principal component analysis (PCA);upland cotton (Gossypium hirsutum L.)

期刊名称： Frontiers in Plant Science

ISSN： 1664-462X

年卷期： 2022 年 12 卷

页码：

收录情况： SCIE（2022版）

摘要： The ever-changing global environment currently includes an increasing ambient temperature that can be a devastating stress for organisms. Plants, being sessile, are adversely affected by heat stress in their physiology, development, growth, and ultimately yield. Since little is known about the response of biochemical traits to high-temperature ambiance, we evaluated eight parental lines (five lines and three testers) and their 15 F1 hybrids under normal and high-temperature stress to assess the impact of these conditions over 2 consecutive years. The research was performed under a triplicate randomized complete block design including a split-plot arrangement. Data were recorded for agronomic, biochemical, and fiber quality traits. Mean values of agronomic traits were significantly reduced under heat stress conditions, while hydrogen peroxide, peroxidase, total soluble protein, superoxide dismutase, catalase (CAT), carotenoids, and fiber strength displayed higher mean values under heat stress conditions. Under both conditions, high genetic advance and high heritability were observed for seed cotton yield (SCY), CAT, micronaire value, plant height, and chlorophyll-a and b content, indicating that an additive type of gene action controls these traits under both the conditions. For more insights into variation, Pearson correlation analysis and principal component analysis (PCA) were performed. Significant positive associations were observed among agronomic, biochemical, and fiber quality-related traits. The multivariate analyses involving hierarchical clustering and PCA classified the 23 experimental genotypes into four groups under normal and high-temperature stress conditions. Under both conditions, the F1 hybrid genotype FB-SHAHEEN × JSQ WHITE GOLD followed by Ghuari-1, CCRI-24, Eagle-2 × FB-Falcon, Ghuari-1 × JSQ White Gold, and Eagle-2 exhibited better performance in response to high-temperature stress regarding the agronomic and fiber quality-related traits. The mentioned genotypes could be utilized in future cotton breeding programs to enhance heat tolerance and improve cotton yield and productivity through resistance to environmental stressors.

分类号：

  • 相关文献

[1]QTL mapping for fiber quality traits across multiple generations and environments in upland cotton. Fu-Ding Sun,Jian-Hong Zhang,Shu-Fang Wang,Wan-Kui Gong,Yu-Zhen Shi,Ai-Ying Liu,Jun-Wen Li,Ju-Wu Gong,Hai-Hong Shang,You-Lu Yuan.

[2]Identification of stable QTLs controlling fiber traits properties in multi-environment using recombinant inbred lines in Upland cotton (Gossypium hirsutum L.). Liang, Qingzhi,Wang, Xiaocui,Abduweli, Abdugheni,Ma, Lingling,Cai, Shihu,Hua, Jinping,Wang, Yumei,Wang, Kunbo.

[3]Construction of a high-density genetic map by specific locus amplified fragment sequencing (SLAF-seq) and its application to Quantitative Trait Loci (QTL) analysis for boll weight in upland cotton (Gossypium hirsutum.). Zhen Zhang,Haihong Shang,Yuzhen Shi,Long Huang,Junwen Li,Qun Ge,Juwu Gong,Aiying Liu,Tingting Chen,Dan Wang,Yanling Wang,Koffi Kibalou Palanga,Jamshed Muhammad,Weijie Li,Quanwei Lu,Xiaoying Deng,Yunna Tan,Weiwu Song,Juan Cai,Pengtao Li,Harun or Rashid,Wankui Gong,Youlu Yuan. 2016

[4]Gas Chromatographic-Mass Spectrometry and Chemometric Analysis for Detection and Quantification of Paraffin in Beeswax. Chen, Fang,Chen, Lanzhen,Zhao, Jing,Xue, Xiaofeng,Wu, Liming,Zheng, Chuangmu.

[5]The Relationship between the Color Landscape Characteristics of Autumn Plant Communities and Public Aesthetics in Urban Parks in Changsha, China. Yuanyuan Luo,Jun He,Yuelin Long,Lu Xu,Liang Zhang,Zhuoran Tang,Chun Li,Xingyao Xiong. 2023

[6]Analysis of the Differences in Volatile Organic Compounds in Different Muscles of Pork by GC-IMS. Shengnan Duan,Xiaoyan Tang,Wusun Li,Xinyuan Huang. 2023

[7]Characterization of the volatile compounds in white radishes under different organic fertilizer treatments by HS-GC-IMS with PCA. Liu, Yuan,Zhang, Xuan,Wang, Jian,Xing, Weihai,Liu, Yang,Wan, Yuping,Li, Na,Wang, Jiying,Liu, Guangyang,Wang, Rui,Song, Mengmeng,Wang, Tianrui,Cao, Jiayong,Wang, Ruobing,Li, Yunlong. 2023

[8]Inheritance, QTLs, and Candidate Genes of Lint Percentage in Upland Cotton. Niu H.,Ge Q.,Shang H.,Yuan Y.. 2022

[9]Lint percentage and boll weight QTLs in three excellent upland cotton (Gossypium hirsutum): ZR014121, CCRI60, and EZ60. Hao Niu,Meng Kuang,Longyu Huang,Haihong Shang,Youlu Yuan,Qun Ge. 2023

[10]Comparative Transcriptome Profiling of CMS-D2 and CMS-D8 Systems Characterizes Fertility Restoration Genes Network in Upland Cotton. Xiatong Song,Meng Zhang,Kashif Shahzad,Xuexian Zhang,Liping Guo,Tingxiang Qi,Huini Tang,Hailin Wang,Xiuqin Qiao,Juanjuan Feng,Yang Han,Chaozhu Xing,Jianyong Wu. 2023

[11]Discrimination on potential adulteration of honey by differential scanning calorimetry (DSC) and graph-based semi-supervised learning (GSSL). Kaiyue Huang,Kaiyuan Huang,Tongyuan Bai,Xiaofeng Xue,Ping He,Baojun Xu. 2025

[12]Multi-Generation Life Tables of Bemisia tabaci (Gennadius) Biotype B (Hemiptera: Aleyrodidae) Under High-Temperature Stress. Guo, Jian-Ying,Cong, Lin,Zhou, Zhong-Shi,Wan, Fang-Hao. 2012

[13]Impacts of high temperature during early capped brood on pupal development and the size of appendages in adult workers Apis cerana. Xinjian Xu,Xia Du,Shujing Zhou,Bingfeng Zhou,Kang Lai,Qing Wang,Han Li,Chenyu Zhu,Hongzhi Xu,Xianlan Zhang,Mingjie Cao,Xiangjie Zhu. 2023

[14]Genetic analysis of biochemical, fiber yield and quality traits of upland cotton under high-temperature. Manan, Abdul,Zafar, Muhammad Mubashar,Ren, Maozhi,Khurshid, Muhammad,Sahar, Adeela,Rehman, Abdul,Firdous, Hina,Youlu, Yuan,Razzaq, Abdul,Shakeel, Amir. 2021

[15]Integrated transcriptome and proteome analysis reveals molecular responses of soybean anther under high-temperature stress. Jiajia Li,Linying Chen,Xianguan Zhi,Jianxin Wang,Yun Lu,Zhuo Tian,Meiyan Wu,Yajing Shan,Haoran Chen,Wei Liao,Qun Long,Shangshang Zhu,Juntao Wu,Lijuan Qiu,Xiaobo Wang. 2023

[16]Unraveling the genetic and molecular basis of heat stress in cotton. Aqsa Ijaz,Zunaira Anwar,Ahmad Ali,Allah Ditta,Muhammad Yousaf Shani,Sajjad Haidar,Boahua Wang,Liu Fang,Sana Muhy Ud Din Khan,Muhammad Kashif Riaz Khan. 2024

[17]Quantifying High-Temperature-Induced Injury in Nanfeng Tangerine Plants: Insights from Photosynthetic and Biochemical Mechanisms. Chao Xu,Yuting Wang,Huidong Yang,Yuqing Tang,Xincheng Liu,Buchun Liu,Xinlong Hu,Zhongdong Hu. 2024

[18]Estimation of Genetic Parameters of Reproductive and Milk Yield Traits Using Multiple-Trait Animal Model in Holstein Under Subtropical Conditions. Usman, Tahir,Wang, Yachun,Usman, Tahir,Suhail, Syed Muhammad,Qureshi, Muhammad Subhan,Guo, Gang,Guo, Gang. 2012

[19]Estimates of Genetic Parameters for Body Weight and Carcass Composition in Pekin Ducks. Huang Wei,Hou Shuisheng,Liu Xiaolin,Xu Tieshan,Ye Baoguo. 2011

[20]Comparison of single-trait and multiple-trait genomic prediction models. Guo, Gang,Zhao, Fuping,Du, Lixin,Guo, Gang,Guo, Gang,Wang, Yachun,Zhang, Yuan,Guo, Gang,Su, Guosheng. 2014

作者其他论文 更多>>