4.7 Article

First insights into the transcriptome and development of new genomic tools of a widespread circum-Mediterranean tree species, Pinus halepensis Mill

Journal

MOLECULAR ECOLOGY RESOURCES
Volume 14, Issue 4, Pages 846-856

Publisher

WILEY
DOI: 10.1111/1755-0998.12232

Keywords

association genetics; next-generation sequencing; population genomics; SNPs; SSRs; transcriptome

Funding

  1. Spanish National Research Plan (VaMPiro) [CGL2008-05289-C02-01/02]
  2. Spanish National Research Plan (TrEvol) [CGL2012-39938-C02-01]
  3. Spanish National Research Plan (AdapCon) [CGL2011-30182-C02-01]
  4. ERA-Net BiodivERsA (LinkTree project) [EUI2008-03713]
  5. Spanish Ministry of Economy and Competitiveness
  6. Italian Ministry of Education and Scientific Research [RBAP10A2T4]
  7. Spanish Ministry of Economy and Competiveness through a 'Ramon y Cajal' fellowship
  8. SCGM [PIEF-GA-2012-328146]

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Aleppo pine (Pinus halepensis Mill.) is a relevant conifer species for studying adaptive responses to drought and fire regimes in the Mediterranean region. In this study, we performed Illumina next-generation sequencing of two phenotypically divergent Aleppo pine accessions with the aims of (i) characterizing the transcriptome through Illumina RNA-Seq on trees phenotypically divergent for adaptive traits linked to fire adaptation and drought, (ii) performing a functional annotation of the assembled transcriptome, (iii) identifying genes with accelerated evolutionary rates, (iv) studying the expression levels of the annotated genes and (v) developing gene-based markers for population genomic and association genetic studies. The assembled transcriptome consisted of 48629 contigs and covered about 54.6Mbp. The comparison of Aleppo pine transcripts to Picea sitchensis protein-coding sequences resulted in the detection of 34014 SNPs across species, with a Ka/Ks average value of 0.216, suggesting that the majority of the assembled genes are under negative selection. Several genes were differentially expressed across the two pine accessions with contrasted phenotypes, including a glutathione-s-transferase, a cellulose synthase and a cobra-like protein. A large number of new markers (3334 amplifiable SSRs and 28236 SNPs) have been identified which should facilitate future population genomics and association genetics in this species. A 384-SNP Oligo Pool Assay for genotyping with the Illumina VeraCode technology has been designed which showed an high overall SNP conversion rate (76.6%). Our results showed that Illumina next-generation sequencing is a valuable technology to obtain an extensive overview on whole transcriptomes of nonmodel species with large genomes.

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