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基于胁迫耐受指数和主成分分析筛选适合高温条件的小扁豆((Medik.))基因型

Selection of Lentil ( (Medik.)) Genotypes Suitable for High-Temperature Conditions Based on Stress Tolerance Indices and Principal Component Analysis.

作者信息

Aktar-Uz-Zaman Md, Haque Md Ashraful, Sarker Ashutosh, Alam Md Ashraful, Rohman Md Motiar, Ali Md Omar, Alkhateeb Mariam Abdulaziz, Gaber Ahmed, Hossain Akbar

机构信息

Pulses Research Centre (PRC), Bangladesh Agricultural Research Institute (BARI), Ishurdi, Pabna 6620, Bangladesh.

Department of Genetics and Plant Breeding, Bangladesh Agricultural University (BAU), Mymensingh 2202, Bangladesh.

出版信息

Life (Basel). 2022 Oct 27;12(11):1719. doi: 10.3390/life12111719.

DOI:10.3390/life12111719
PMID:36362874
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9698439/
Abstract

Legumes, including lentil, are a valuable source of carbohydrates, fiber, protein and vitamins and minerals. Their nutritional characteristics have been associated with a reduction in the incidence of various cancers, HDL cholesterol, type 2 diabetes and heart disease. Among these quality parameters, lectins have been associated with reducing certain forms of cancer, activating innate defense mechanisms and managing obesity. Protease inhibitors such as trypsin and chymotrypsin inhibitors have been demonstrated to reduce the incidence of certain cancers and demonstrate potent anti-inflammatory properties. Angiotensin I-converting enzyme (ACE) inhibitor has been associated with a reduction in hypertension. Therefore, legumes, including lentils, should be part of our daily food intake. However, high temperatures at the terminal stage is a major abiotic constraint leading to a reduction in lentil yield and seed quality. Thus, the selection of heat-tolerant genotypes is essential to identifying the potential for high yields with stable performance. To select lentil genotypes, an experiment was conducted with 60 genotypes including local landraces, advanced breeding lines, commercial varieties and exotic germplasm under stress and non-stress conditions from 2019 to 2020. This study was followed by a subset study involving screening based on a few physicochemical parameters and reproductive traits along with field performances. Different tolerance indices (i.e., stress susceptible index (SSI), relative heat index (RHI), tolerance (TOL), mean productivity (MP), stress tolerance index (STI), geometric mean productivity (GMP), yield index (YI), yield stability index (YSI), heat-resistance index (HRI), modified stress-tolerance index (MSTI), abiotic tolerance index (ATI) and stress susceptibility percentage (SSPI)) were used for the selection of the genotypes along with field performance. Biplot analysis was further performed for choosing the most suitable indices. Based on principal components analysis, the GMP, MP, RRI, STI, YI, YSI, ATI and MSTI indices were identified as the most reliable stress indicators, and these indicators might be used for distinguishing heat-tolerant genotypes. Based on the stress indices, the genotypes BLX 05002-3, BLX 10002-20, LRIL-21-1-1-1-1, LRIL-21-1-1-1-1-6 and BLX 09015 were selected as the most stable and heat-tolerant genotypes. In contrast, the genotypes LG 198, Bagura Local, BLX 0200-08-4, RL-12-178, Maitree, 91517 and BLX 11014-8 were selected as the most heat sensitive. Data also exhibited an average yield reduction of 59% due to heat stress on the lentils. Moreover, eight heat-tolerant (HT) genotypes (BLX 09015, PRECOZ, LRL-21-112-1-1-1-1-6, BLX 05002-3, LR-9-25, BLX 05002-6, BARI Masur-8 and RL-12-181), and two heat-susceptible (HS) genotypes (BLX 12009-6, and LG 198) were selected from the screened genotypes and subjected to further analysis by growing them in the following year under similar conditions to investigate the mechanisms associated with heat tolerance. Comparative studies on reproductive function and physiochemical traits revealed significantly higher pollen viability, proline accumulation, relative water content, chlorophyll concentration and a lower membrane stability index in HT genotypes under heat stress. Therefore, these heat-tolerant genotypes could be used as the parents in the hybridization program for achieving heat-tolerant transgressive segregation.

摘要

包括小扁豆在内的豆类是碳水化合物、纤维、蛋白质以及维生素和矿物质的重要来源。它们的营养特性与降低各种癌症、高密度脂蛋白胆固醇、2型糖尿病和心脏病的发病率有关。在这些品质参数中,凝集素与降低某些癌症形式、激活先天防御机制以及控制肥胖有关。蛋白酶抑制剂,如胰蛋白酶和糜蛋白酶抑制剂,已被证明可以降低某些癌症的发病率,并具有强大的抗炎特性。血管紧张素I转换酶(ACE)抑制剂与降低高血压有关。因此,包括小扁豆在内的豆类应该成为我们日常食物摄入的一部分。然而,后期的高温是导致小扁豆产量和种子质量下降的主要非生物胁迫因素。因此,选择耐热基因型对于确定稳定高产的潜力至关重要。为了选择小扁豆基因型,在2019年至2020年期间,对60个基因型进行了试验,这些基因型包括地方品种、高级育种系、商业品种和外来种质,试验设置了胁迫和非胁迫条件。这项研究之后是一项子研究,该子研究基于一些理化参数、生殖性状以及田间表现进行筛选。使用不同的耐受指数(即胁迫敏感指数(SSI)、相对热指数(RHI)、耐受性(TOL)、平均生产力(MP)、胁迫耐受指数(STI)、几何平均生产力(GMP)、产量指数(YI)、产量稳定性指数(YSI)、耐热指数(HRI)、改良胁迫耐受指数(MSTI)、非生物耐受指数(ATI)和胁迫敏感百分比(SSPI))以及田间表现来选择基因型。进一步进行双标图分析以选择最合适的指数。基于主成分分析,确定GMP、MP、RRI、STI、YI、YSI、ATI和MSTI指数为最可靠的胁迫指标,这些指标可用于区分耐热基因型。基于胁迫指数,选择基因型BLX 05002 - 3、BLX 10002 - 20、LRIL - 21 - 1 - 1 - 1 - 1、LRIL - 21 - 1 - 1 - 1 - 1 - 6和BLX 09015为最稳定和耐热的基因型。相比之下,基因型LG 198、Bagura Local、BLX 0200 - 08 - 4、RL - 12 - 178、Maitree、91517和BLX 11014 - 8被选为最热敏的基因型。数据还显示,由于热胁迫,小扁豆的平均产量下降了59%。此外,从筛选出的基因型中选择了8个耐热(HT)基因型(BLX 09015、PRECOZ、LRL - 21 - 112 - 1 - 1 - 1 - 1 - 6、BLX 05002 - 3,、LR - 9 - 25、BLX 05002 - 6、BARI Masur - 8和RL - 12 - 181)和2个热敏(HS)基因型(BLX 12009 - 6和LG 198),并在次年在类似条件下种植它们,以进一步分析与耐热性相关的机制。对生殖功能和理化性状的比较研究表明,在热胁迫下,HT基因型的花粉活力、脯氨酸积累、相对含水量、叶绿素浓度显著更高,膜稳定性指数更低。因此,这些耐热基因型可作为杂交计划的亲本,以实现耐热的超亲分离。

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