Assessment of terminal heat tolerance ability of wheat genotypes based on chemometric analysis and agro-physiological traits

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-03-21 DOI:10.1007/s11738-024-03677-1
S. K. Dwivedi, Sumit K. Soni, J. S. Mishra, T. K. Koley, Santosh Kumar
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Abstract

Climate change causes a substantial impact on wheat yield and heat stress at the end of the harvest is a major problem for wheat production in India. Therefore, a study was carried out to ascertain the effects of terminal heat stress on 40 genotypes of Indian wheat with respect to 7 physiological and 6 agronomic parameters. Using chemometric analysis, such as principal component analysis (PCA), agglomerative hierarchical cluster analysis (AHC), and heat maps, the genotypes were grouped. Based on AHC and heat maps, the genotypes were divided into three clusters: tolerant, moderate, and sensitive. Tolerant genotypes such as DBW14, RAJ 3765, WH730, NW1014, and HALNA exhibited improved physiological response in terms of membrane stability index (MSI), chlorophyll content (CHL), photosynthesis rate (PN), antioxidative performance, and yield attributes under heat stress conditions while genotypes like Chirya7, HW2004, and many others were found to be relatively heat sensitive. Physiological traits like MSI, CHL, Proline, catalase (CAT), and PN were found to be the main determinants of genotype group assignments and showed positive correlations with grain yield. The results indicated that Thousand-grain weight (TGW), Grain yield (GY), and MSI could be used for the identification and assortment of heat-tolerant genotypes. In conclusion,thousand-grain weight (TGW) can be employed as a final assessment of heat tolerance after harvest. The findings also suggest that tolerant genotypes such as DBW 14, RAJ 3765, WH730, NW1014 HALNA, HI1563, and WH730 can be employed to develop climate-resilient varieties for India or other countries experiencing high-temperature stresses (HTS) at their terminal stage.

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基于化学计量分析和农业生理特征的小麦基因型终端耐热能力评估
气候变化对小麦产量有很大影响,而收获末期的热胁迫是印度小麦生产的一个主要问题。因此,我们开展了一项研究,以确定终期热胁迫对印度小麦 40 个基因型的 7 个生理参数和 6 个农艺参数的影响。通过化学计量分析,如主成分分析(PCA)、聚合分层聚类分析(AHC)和热图,对基因型进行了分组。根据 AHC 和热图,基因型被分为三组:耐受型、中等型和敏感型。耐热基因型,如 DBW14、RAJ 3765、WH730、NW1014 和 HALNA,在膜稳定性指数(MSI)、叶绿素含量(CHL)、光合速率(PN)、抗氧化性能和热胁迫条件下的产量属性方面表现出更好的生理响应,而 Chirya7、HW2004 等基因型则相对热敏感。研究发现,MSI、CHL、脯氨酸、过氧化氢酶(CAT)和 PN 等生理性状是基因型分组的主要决定因素,并与谷物产量呈正相关。结果表明,千粒重(TGW)、谷物产量(GY)和 MSI 可用于耐热基因型的鉴定和选育。总之,千粒重(TGW)可用作收获后耐热性的最终评估。研究结果还表明,DBW 14、RAJ 3765、WH730、NW1014 HALNA、HI1563 和 WH730 等耐热基因型可用于为印度或其他在末期遭受高温胁迫(HTS)的国家开发气候适应性强的品种。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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