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基于DArTSNP的木薯(Manihote esculenta [Cranz])不同地区基因型的遗传多样性分析表明,群体内具有高度的多样性。

DArTSNP based genetic diversity analyses in cassava (Manihote esculenta [Cranz]) genotypes sourced from different regions revealed high level of diversity within population.

作者信息

Abadura Neim Semman, Abebe Abush Tesfaye, Rabbi Ismail Yusuf, Beyene Tewodros Mulualem, Abtew Wosene Gebresellassie

机构信息

Ethiopian Institute of Agricultural Research, Addis Ababa, Ethiopia.

Jimma University Colleges of Agriculture and Veterinary Medicine, Jimma, Ethiopia.

出版信息

PLoS One. 2025 Mar 19;20(3):e0308027. doi: 10.1371/journal.pone.0308027. eCollection 2025.

DOI:10.1371/journal.pone.0308027
PMID:40106515
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11922271/
Abstract

Understanding the extent of genetic diversity is a pre-requisite in cassava breeding program due to its available broad genetic base of the crop and have great opportunity for its genetic improvement. This study was designed to assess the genetic diversity of 184 cassava germplasm sourced from International Institute of Tropical Agriculture (IITA) and previous collection of Jimma Agricultural Research Center (JARC) by using DArTSNPs markers. The data were subjected to imputation and filtering for minor allele frequency of 0.01, 0.95 major allele frequency using TASSEL and Beagle. The resultants 9,310 informative SNPs were retained and used to perform analysis of molecular variance (AMOVA), genetic diversity, population structure, and dissimilarity-based clustering of the tested cassava germplasm. The results of AMOVA revealed higher variation within (91.3%) than between (8.7%) the study populations. The high average PIC (0.44), expected heterozygosity (0.50), major allele (0.61) and minor allele (0.28) frequency showed the existence of high variation in the study populations. Population structure analysis grouped the panels into six structures with the existence of admixtures. Similarly, principal component analysis, factor analysis and cluster analysis apparently divided the panels into six clusters. Both the introduced and locally collected germplasm formed three clusters, each creating some mixes of genotypes, indicating that alleles sharing common ancestral background. The overall results, the studied genotypes showed significant variations, which can render opportunity for association mapping and technical conservation purposes.

摘要

鉴于木薯具有广泛的遗传基础且在遗传改良方面有很大机会,了解其遗传多样性程度是木薯育种计划的一个先决条件。本研究旨在利用DArTSNPs标记评估从国际热带农业研究所(IITA)和吉马农业研究中心(JARC)先前收集的184份木薯种质的遗传多样性。使用TASSEL和Beagle软件对数据进行插补和过滤,将次要等位基因频率设定为0.01,主要等位基因频率设定为0.95。保留了最终得到的9310个信息性SNP,并用于对受试木薯种质进行分子方差分析(AMOVA)、遗传多样性分析、群体结构分析和基于差异的聚类分析。AMOVA结果显示,研究群体内部的变异(91.3%)高于群体之间的变异(8.7%)。较高的平均多态信息含量(PIC,0.44)、期望杂合度(0.50)、主要等位基因频率(0.61)和次要等位基因频率(0.28)表明研究群体中存在高度变异。群体结构分析将样本分为六个结构,存在混合情况。同样,主成分分析、因子分析和聚类分析明显将样本分为六个簇。引进的种质和本地收集的种质都形成了三个簇,每个簇都有一些基因型的混合,表明等位基因具有共同的祖先背景。总体结果表明,所研究的基因型表现出显著差异,这为关联作图和技术保存提供了机会。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dc10/11922271/c120320513c2/pone.0308027.g008.jpg
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2
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Genes (Basel). 2024 Jan 5;15(1):73. doi: 10.3390/genes15010073.
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Cassava production in africa: A panel analysis of the drivers and trends.
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Heliyon. 2023 Sep 7;9(9):e19939. doi: 10.1016/j.heliyon.2023.e19939. eCollection 2023 Sep.
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PLoS One. 2022 Jan 24;17(1):e0256002. doi: 10.1371/journal.pone.0256002. eCollection 2022.
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