Identification of key genes and its chromosome regions linked to drought responses in leaves across different crops through meta-analysis of RNA-Seq data

BMC Plant Biol. 2019 May 10;19(1):194. doi: 10.1186/s12870-019-1794-y.

Abstract

Background: Our study is the first to provide RNA-Seq data analysis related to transcriptomic responses towards drought across different crops. The aim was to identify and map which genes play a key role in drought response on leaves across different crops. Forty-two RNA-seq samples were analyzed from 9 published studies in 7 plant species (Arabidopsis thaliana, Solanum lycopersicum, Zea mays, Vitis vinifera, Malus X domestica, Solanum tuberosum, Triticum aestivum).

Results: Twenty-seven (16 up-regulated and 11 down-regulated) drought-regulated genes were commonly present in at least 7 of 9 studies, while 351 (147 up-regulated and 204 down-regulated) were commonly drought-regulated in 6 of 9 studies. Across all kind of leaves, the drought repressed gene-ontologies were related to the cell wall and membrane re-structuring such as wax biosynthesis, cell wall organization, fatty acid biosynthesis. On the other hand, drought-up-regulated biological processes were related to responses to osmotic stress, abscisic acid, water deprivation, abscisic-activated signalling pathway, salt stress, hydrogen peroxide treatment. A common metabolic feature linked to drought response in leaves is the repression of terpenoid pathways. There was an induction of AL1 (alfin-like), UGKYAH (trihelix), WRKY20, homeobox genes and members of the SET domain family in 6 of 9 studies. Several genes involved in detoxifying and antioxidant reactions, signalling pathways and cell protection were commonly modulated by drought across the 7 species. The chromosome (Chr) mapping of these key abiotic stress genes highlighted that Chr 4 in Arabidopsis thaliana, Chr 1 in Zea mays, Chr 2 and Chr 5 in Triticum aestivum contained a higher presence of drought-related genes compared to the other remaining chromosomes. In seedling studies, it is worth notice the up-regulation of ERF4 and ESE3 (ethylene), HVA22 (abscisic acid), TIR1 (auxin) and some transcription factors (MYB3, MYB94, MYB1, WRKY53 and WRKY20). In mature leaves, ERF1 and Alfin-like 1 were induced by drought while other transcription factors (YABBY5, ARR2, TRFL2) and genes involved phospholipid biosynthesis were repressed.

Conclusions: The identified and mapped genes might be potential targets of molecular breeding activities to develop cultivars with enhanced drought resistance and tolerance across different crops.

Keywords: Drought; Leaves; Meta-analysis; RNA-Seq; Seedlings; Transcriptomic.

Publication types

  • Meta-Analysis

MeSH terms

  • Arabidopsis / genetics
  • Arabidopsis / physiology
  • Chromosome Mapping
  • Chromosomes, Plant / genetics*
  • Chromosomes, Plant / physiology
  • Crops, Agricultural / genetics*
  • Dehydration
  • Genes, Plant / genetics*
  • Genes, Plant / physiology
  • Malus / genetics
  • Malus / physiology
  • Plant Leaves / anatomy & histology
  • Plant Leaves / metabolism*
  • RNA, Plant / genetics*
  • RNA, Plant / physiology
  • Solanum lycopersicum / genetics
  • Solanum lycopersicum / physiology
  • Solanum tuberosum / genetics
  • Solanum tuberosum / physiology
  • Triticum / genetics
  • Triticum / physiology
  • Vitis / genetics
  • Vitis / physiology
  • Zea mays / genetics
  • Zea mays / physiology

Substances

  • RNA, Plant