De novo assembly and Transcriptome characterization of an endemic species of Vietnam, Panax vietnamensis Ha et Grushv., including the development of EST-SSR markers for population genetics
Open Access
- 29 July 2020
- journal article
- research article
- Published by Springer Nature in BMC Plant Biology
- Vol. 20 (1) , 1-16
Abstract
Background: Understanding the genetic diversity in endangered species that occur inforest remnants is necessary to establish efficient strategies for the species conservation, restoration and management.Panax vietnamensisHa et Grushv. is medicinally important, endemic and endangered species of Vietnam. However, genetic diversity and structure of population are unknown due to lack of efficient molecular markers.Results: In this study, we employed Illumina HiSeq™ 4000 sequencing to analyze the transcriptomes ofP. vietnamensis(roots, leaves and stems). Raw reads total of 23,741,783 was obtained and then assembled, from which the generated unigenes were 89,271 (average length = 598.3191 nt). The 31,686 unigenes were annotated in different databases i.e. Gene Ontology, Kyoto Encyclopedia of Genes and Genomes, Nucleotide Collection (NR/NT) and Swiss-Prot for functional annotation. Further, 11,343 EST-SSRs were detected. From 7774 primer pairs, 101 were selected for polymorphism validation, in which; 20 primer pairs were successfully amplified to DNA fragments and significant amounts of polymorphism was observed within population. The nine polymorphic microsatellite loci were used for population structure and diversity analyses. The obtained results revealed high levels of genetic diversity in populations, the average observed and expected heterozygosity were HO = 0.422 and HE = 0.479, respectively. During the Bottleneck analysis using TPM and SMM models (p < 0.01) shows that targeted population is significantly heterozygote deficient. This suggests sign of the bottleneck in all populations. Genetic differentiation between populations was moderate (FST = 0.133) and indicating slightly high level of gene flow (Nm = 1.63). Analysis of molecular variance (AMOVA) showed 63.17% of variation within individuals and 12.45% among populations. Our results shows two genetic clusters related to geographical distances.Conclusion: Our study will assist conservators in future conservation management, breeding, production and habitats restoration of the species.Keywords
All Related Versions
Funding Information
- Vietnam Academy of Science and Technology (VAST04.07/19-20)
This publication has 89 references indexed in Scilit:
- Transcriptome analysis of the roots at early and late seedling stages using Illumina paired-end sequencing and development of EST-SSR markers in radishPlant Cell Reports, 2012
- STRUCTURE HARVESTER: a website and program for visualizing STRUCTURE output and implementing the Evanno methodConservation Genetics Resources, 2011
- Characterization of the sesame (Sesamum indicum L.) global transcriptome using Illumina paired-end sequencing and development of EST-SSR markersBMC Genomics, 2011
- Full-length transcriptome assembly from RNA-Seq data without a reference genomeNature Biotechnology, 2011
- De novo assembly and characterization of root transcriptome using Illumina paired-end sequencing and development of cSSR markers in sweetpotato (Ipomoea batatas)BMC Genomics, 2010
- Microsatellite markers: an overview of the recent progress in plantsEuphytica, 2010
- POPTREE2: Software for Constructing Population Trees from Allele Frequency Data and Computing Other Population Statistics with Windows InterfaceMolecular Biology and Evolution, 2009
- Detecting the number of clusters of individuals using the software structure: a simulation studyMolecular Ecology, 2005
- UniProt: the Universal Protein knowledgebaseNucleic Acids Research, 2004
- Gapped BLAST and PSI-BLAST: a new generation of protein database search programsNucleic Acids Research, 1997