Nuclear Agriculture and Biotechnology Division, BARC, Trombay, Mumbai, Trombay, 400085, India.
Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, Anushakti Nagar, 400094, India.
BMC Plant Biol. 2019 Aug 16;19(1):358. doi: 10.1186/s12870-019-1954-0.
Blackgram [Vigna mungo (L.) Hepper], is an important legume crop of Asia with limited genomic resources. We report a comprehensive set of genic simple sequence repeat (SSR) and single nucleotide polymorphism (SNPs) markers using Illumina MiSeq sequencing of transcriptome and its application in genetic variation analysis and mapping.
Transcriptome sequencing of immature seeds of wild blackgram, V. mungo var. silvestris by Illumina MiSeq technology generated 1.9 × 10 reads, which were assembled into 40,178 transcripts (TCS) with an average length of 446 bp covering 2.97 GB of the genome. A total of 38,753 CDS (Coding sequences) were predicted from 40,178 TCS and 28,984 CDS were annotated through BLASTX and mapped to GO and KEGG database resulting in 140 unique pathways. The tri-nucleotides were most abundant (39.9%) followed by di-nucleotide (30.2%). About 60.3 and 37.6% of SSR motifs were present in the coding sequences (CDS) and untranslated regions (UTRs) respectively. Among SNPs, the most abundant substitution type were transitions (Ts) (61%) followed by transversions (Tv) type (39%), with a Ts/Tv ratio of 1.58. A total of 2306 DEGs were identified by RNA Seq between wild and cultivar and validation was done by quantitative reverse transcription polymerase chain reaction. In this study, we genotyped SNPs with a validation rate of 78.87% by High Resolution Melting (HRM) Assay.
In the present study, 1621genic-SSR and 1844 SNP markers were developed from immature seed transcriptome sequence of blackgram and 31 genic-SSR markers were used to study genetic variations among different blackgram accessions. Above developed markers contribute towards enriching available genomic resources for blackgram and aid in breeding programmes.
黑豆[Vigna mungo(L.)Hepper]是亚洲重要的豆科作物,其基因组资源有限。我们使用 Illumina MiSeq 测序技术对其转录组进行了全面的基因简单重复序列(SSR)和单核苷酸多态性(SNP)标记研究,并将其应用于遗传变异分析和作图。
通过 Illumina MiSeq 技术对野生黑豆 V. mungo var. silvestris 的未成熟种子进行转录组测序,共产生了 1.9×109 个reads,组装成 40178 个转录本(TCS),平均长度为 446bp,覆盖了基因组的 2.97GB。从 40178 个 TCS 中预测出 38753 个编码序列(CDS),通过 BLASTX 注释并映射到 GO 和 KEGG 数据库,得到了 140 条独特的途径。三核苷酸(39.9%)最丰富,其次是二核苷酸(30.2%)。约 60.3%和 37.6%的 SSR 基序分别存在于编码序列(CDS)和非翻译区(UTR)中。在 SNP 中,最丰富的取代类型是转换(Ts)(61%),其次是颠换(Tv)类型(39%),Ts/Tv 比值为 1.58。通过 RNA Seq 在野生型和栽培型之间鉴定了 2306 个差异表达基因,并通过定量逆转录聚合酶链反应进行了验证。在本研究中,我们通过高分辨率熔解(HRM)分析对 SNP 进行了基因分型,验证率为 78.87%。
本研究从黑豆未成熟种子的转录组中开发了 1621 个基因 SSR 和 1844 个 SNP 标记,并利用 31 个基因 SSR 标记研究了不同黑豆种质资源的遗传变异。上述开发的标记丰富了黑豆的可用基因组资源,有助于其育种计划。