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镁——一个被遗忘的元素:土耳其普通豆种质资源的表型变异与全基因组关联研究

Magnesium- a Forgotten Element: Phenotypic Variation and Genome Wide Association Study in Turkish Common Bean Germplasm.

作者信息

Baloch Faheem Shehzad, Nadeem Muhammad Azhar, Sönmez Ferit, Habyarimana Ephrem, Mustafa Zemran, Karaköy Tolga, Cömertpay Gönül, Alsaleh Ahmad, Çiftçi Vahdettin, Sun Sangmi, Chung Gyuhwa, Chung Yong Suk

机构信息

Faculty of Agricultural Sciences and Technologies, Sivas University of Science and Technology, Sivas, Turkey.

Department of Seed Science and Technology, Faculty of Agriculture, Bolu Abant Izzet Baysal University, Bolu, Turkey.

出版信息

Front Genet. 2022 May 2;13:848663. doi: 10.3389/fgene.2022.848663. eCollection 2022.

Abstract

Magnesium (Mg) is the fourth most abundant element in the human body and plays the role of cofactor for more than 300 enzymatic reactions. In plants, Mg is involved in various key physiological and biochemical processes like growth, development, photophosphorylation, chlorophyll formation, protein synthesis, and resistance to biotic and abiotic stresses. Keeping in view the importance of this element, the present investigation aimed to explore the Mg contents diversity in the seeds of Turkish common bean germplasm and to identify the genomic regions associated with this element. A total of 183 common bean accessions collected from 19 provinces of Turkey were used as plant material. Field experiments were conducted according to an augmented block design during 2018 in two provinces of Turkey, and six commercial cultivars were used as a control group. Analysis of variance depicted that Mg concentration among common bean accessions was statistically significant ( < 0.05) within each environment, however genotype × environment interaction was non-significant. A moderate level (0.60) of heritability was found in this study. Overall mean Mg contents for both environments varied from 0.33 for Nigde-Dermasyon to 1.52 mg kg for Nigde-Derinkuyu landraces, while gross mean Mg contents were 0.92 mg kg. At the province level, landraces from Bolu were rich while the landraces from Bitlis were poor in seed Mg contents respectively. The cluster constellation plot divided the studied germplasm into two populations on the basis of their Mg contents. Marker-trait association was performed using a mixed linear model (Q + K) with a total of 7,900 DArTseq markers. A total of six markers present on various chromosomes (two at Pv01, and one marker at each chromosome i.e., Pv03, Pv07, Pv08, Pv11) showed statistically significant association for seed Mg contents. Among these identified markers, the DArT-3367607 marker present on chromosome Pv03 contributed to maximum phenotypic variation (7.5%). Additionally, this marker was found within a narrow region of previously reported markers. We are confident that the results of this study will contribute significantly to start common bean breeding activities using marker assisted selection regarding improved Mg contents.

摘要

镁(Mg)是人体中含量第四丰富的元素,在300多种酶促反应中起辅助因子的作用。在植物中,镁参与各种关键的生理和生化过程,如生长、发育、光合磷酸化、叶绿素形成、蛋白质合成以及对生物和非生物胁迫的抗性。鉴于这种元素的重要性,本研究旨在探索土耳其普通豆种质种子中镁含量的多样性,并确定与该元素相关的基因组区域。从土耳其19个省份收集的总共183份普通豆种质被用作植物材料。2018年在土耳其的两个省份按照增广区组设计进行了田间试验,并使用六个商业品种作为对照组。方差分析表明,在每个环境中,普通豆种质间的镁浓度具有统计学显著性(<0.05),然而基因型×环境互作不显著。本研究发现遗传力处于中等水平(0.60)。两个环境下的总体平均镁含量从尼代-德马西翁的0.33变化到尼代-德林库尤地方品种的1.52毫克/千克,而总平均镁含量为0.92毫克/千克。在省份层面,分别是来自博卢的地方品种种子镁含量丰富,而来自比特利斯的地方品种种子镁含量低。聚类星座图根据镁含量将所研究的种质分为两个群体。使用混合线性模型(Q + K)和总共7900个DArTseq标记进行标记-性状关联分析。在不同染色体上共有六个标记(Pv01上两个,以及Pv03、Pv07、Pv08、Pv11各一个)显示出与种子镁含量具有统计学显著关联。在这些已鉴定的标记中,位于染色体Pv03上的DArT - 3367607标记对最大表型变异的贡献率为7.5%。此外,该标记位于先前报道标记的一个狭窄区域内。我们相信,本研究结果将为利用标记辅助选择开展普通豆育种活动以提高镁含量做出重大贡献。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f065/9108430/75c4a2d6b82a/fgene-13-848663-g001.jpg

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