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贵州高原茶树的全基因组关联研究、群体结构和遗传多样性。

Genome-wide association study, population structure, and genetic diversity of the tea plant in Guizhou Plateau.

机构信息

College of Tea Science, Guizhou University, Guiyang, Guizhou Province, 550025, China.

The Key Laboratory of Plant Resources Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), Institute of Agro-Bioengineering, Guizhou University, Guiyang, Guizhou Province, 550025, China.

出版信息

BMC Plant Biol. 2024 Jan 30;24(1):79. doi: 10.1186/s12870-024-04761-x.

Abstract

BACKGROUND

Guizhou Plateau, as one of the original centers of tea plant, has a profound multi-ethnic cultural heritage and abundant tea germplasm resources. However, the impact of indigenous community factors on the genetic diversity, population structure and geographical distribution of tea plant is still unclear.

RESULTS

Using the genotyping-by-sequencing (GBS) approach, we collected 415 tea plant accessions from the study sites, estimated genetic diversity, developed a core collection, and conducted a genome-wide association study (GWAS) based on 99,363 high-quality single-nucleotide polymorphisms (SNPs). A total of 415 tea accessions were clustered into six populations (GP01, GP02, GP03, GP04, GP05 and GP06), and the results showed that GP04 and GP05 had the highest and lowest genetic diversity (Pi = 0.214 and Pi = 0.145, respectively). Moreover, 136 tea accessions (33%) were selected to construct the core set that can represent the genetic diversity of the whole collection. By analyzing seven significant SNP markers associated with the traits such as the germination period of one bud and two leaves (OTL) and the germination period of one bud and three leaves (OtL), four candidate genes possibly related to OTL and OtL were identified.

CONCLUSIONS

This study revealed the impact of indigenous communities on the population structure of 415 tea accessions, indicating the importance of cultural practices for protection and utilization of tea plant genetic resources. Four potential candidate genes associated with the OTL and OtL of tea plant were also identified, which will facilitate genetic research, germplasm conservation, and breeding.

摘要

背景

贵州高原作为茶树的原始起源中心之一,拥有深厚的多民族文化遗产和丰富的茶树种质资源。然而,地方社区因素对茶树遗传多样性、种群结构和地理分布的影响仍不清楚。

结果

利用基因型测序(GBS)方法,我们从研究点收集了 415 份茶树样本,估计了遗传多样性,开发了核心种质,并基于 99363 个高质量的单核苷酸多态性(SNP)进行了全基因组关联研究(GWAS)。总共 415 份茶树样本被聚类为六个群体(GP01、GP02、GP03、GP04、GP05 和 GP06),结果表明 GP04 和 GP05 具有最高和最低的遗传多样性(Pi=0.214 和 Pi=0.145)。此外,选择了 136 份茶树样本(33%)来构建核心种质,该核心种质可以代表整个样本集的遗传多样性。通过分析与一芽两叶(OTL)和一芽三叶(OtL)萌发期等性状相关的 7 个显著 SNP 标记,鉴定出 4 个可能与 OTL 和 OtL 相关的候选基因。

结论

本研究揭示了地方社区对 415 份茶树样本种群结构的影响,表明文化实践对茶树遗传资源的保护和利用具有重要意义。还鉴定出与茶树 OTL 和 OtL 相关的 4 个潜在候选基因,这将有助于遗传研究、种质保存和育种。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6eac/10826100/0db459870ccc/12870_2024_4761_Fig1_HTML.jpg

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