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HASCH - 一种高通量基于扩增子的 SNP 平台,用于药用大麻和工业大麻的基因分型应用。

HASCH - A high-throughput amplicon-based SNP-platform for medicinal cannabis and industrial hemp genotyping applications.

机构信息

Southern Cross Plant Science, Faculty of Science and Engineering, Southern Cross University, 1 Military Road, East Lismore, NSW, 2480, Australia.

International Rice Research Institute, Pili Drive, Los Banos, Laguna, Philippines.

出版信息

BMC Genomics. 2024 Aug 29;25(1):818. doi: 10.1186/s12864-024-10734-z.

Abstract

BACKGROUND

Cannabis sativa is seeing a global resurgence as a food, fiber and medicinal crop for industrial hemp and medicinal Cannabis industries respectively. However, a widespread moratorium on the use and research of C. sativa throughout most of the 20th century has seen the development of improved cultivars for specific end uses lag behind that of conventional crops. While C. sativa research and development has seen significant investments in the recent past, resulting in a suite of publicly available genomic resources and tools, a versatile and cost-effective mid-density genotyping platform for applied purposes in breeding and pre-breeding is lacking. Here we report on a first mid-density fixed-target SNP platform for C. sativa.

RESULTS

The High-throughput Amplicon-based SNP-platform for medicinal Cannabis and industrial Hemp (HASCH) was designed using a combination of filtering and Integer Linear Programming on publicly available whole-genome sequencing and RNA sequencing data, supplemented with in-house generated genotyping-by-sequencing (GBS) data. HASCH contains 1,504 genome-wide targets of high call rate (97% mean) and even distribution across the genome, designed to be highly informative (> 0.3 minor allele frequency) across both medicinal cannabis and industrial hemp gene pools. Average numbers of mismatch SNP between any two accessions were 251 for medicinal cannabis (N = 116) and 272 for industrial hemp (N = 87). Comparing HASCH data with corresponding GBS data on a collection of diverse C. sativa accessions demonstrated high concordance and resulted in comparable phylogenies and genetic distance matrices. Using HASCH on a segregating F2 population derived from a cross between a tetrahydrocannabinol (THC)-dominant and a cannabidiol (CBD)-dominant accession resulted in a genetic map consisting of 310 markers, comprising 10 linkage groups and a total size of 582.7 cM. Quantitative Trait Locus (QTL) mapping identified a major QTL for CBD content on chromosome 7, consistent with previous findings.

CONCLUSION

HASCH constitutes a versatile, easy to use and cost-effective genotyping solution for the rapidly growing Cannabis research community. It provides consistent genetic fingerprints of 1504 SNPs with wide applicability genetic resource management, quantitative genetics and breeding.

摘要

背景

大麻(Cannabis sativa)作为工业大麻和药用大麻产业的食品、纤维和药用作物,在全球范围内重新兴起。然而,由于 20 世纪大部分时间对大麻的使用和研究普遍暂停,专门用于特定用途的改良品种的发展落后于常规作物。虽然近年来对大麻的研究和开发进行了大量投资,产生了一套公开可用的基因组资源和工具,但缺乏适用于育种和预育种的多功能、具有成本效益的中密度基因分型平台。在这里,我们报告了第一个用于药用大麻和工业大麻的中密度固定靶标 SNP 平台。

结果

高通量基于扩增子的药用大麻和工业大麻 SNP 平台(HASCH)是使用过滤和整数线性规划相结合设计的,这些过滤和整数线性规划是基于公开的全基因组测序和 RNA 测序数据,辅以内部生成的测序分型(GBS)数据。HASCH 包含 1504 个基因组范围内的高呼叫率(平均 97%)和均匀分布的目标,旨在在药用大麻和工业大麻基因库中具有高度信息性(>0.3 个次要等位基因频率)。任何两个品系之间的平均错配 SNP 数为 251 个(药用大麻 N=116)和 272 个(工业大麻 N=87)。将 HASCH 数据与多样化的大麻品系集合的相应 GBS 数据进行比较,显示出高度一致性,并产生了可比的系统发育和遗传距离矩阵。在 THC 优势和 CBD 优势品系杂交产生的分离 F2 群体上使用 HASCH 导致遗传图谱由 310 个标记组成,包含 10 个连锁群,总大小为 582.7 cM。数量性状位点(QTL)作图在第 7 号染色体上鉴定到 CBD 含量的主要 QTL,与先前的发现一致。

结论

HASCH 是一个多功能、易于使用且具有成本效益的基因分型解决方案,适用于快速发展的大麻研究社区。它提供了 1504 个 SNP 的一致遗传指纹,具有广泛的适用性,可用于遗传资源管理、数量遗传学和育种。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1cb8/11363669/26ef424f95e1/12864_2024_10734_Fig1_HTML.jpg

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