4.7 Article

Meta-QTL analysis and identification of candidate genes for quality, abiotic and biotic stress in durum wheat

Journal

SCIENTIFIC REPORTS
Volume 11, Issue 1, Pages -

Publisher

NATURE PORTFOLIO
DOI: 10.1038/s41598-021-91446-2

Keywords

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Funding

  1. Ministerio de Ciencia e Innovacion, Spain [PID2019-109089RB-C31]
  2. CERCA programme/Generalitat de Catalunya
  3. PRIMA 2019 CEREALMED project (Italy)
  4. PON-AIM Project (Ministerodell'Istruzione, dell'Universita e dellaRicerca, Italy) [AIM1812334]

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The genetic improvement and enhancement of plant performance in durum wheat largely rely on stable QTL identification and closely linked molecular markers. This study conducted a comprehensive meta-QTL analysis on 45 traits of durum wheat, identifying a total of 368 QTL distributed across all 14 chromosomes of genomes A and B. These QTL were further grouped into 85 meta-QTL (MQTL), with quality-related traits having the highest number of QTL, followed by abiotic and biotic stress-related traits. This work will aid in the development of new cultivars with specific quantitative traits and accelerate breeding programs.
The genetic improvement of durum wheat and enhancement of plant performance often depend on the identification of stable quantitative trait loci (QTL) and closely linked molecular markers. This is essential for better understanding the genetic basis of important agronomic traits and identifying an effective method for improving selection efficiency in breeding programmes. Meta-QTL analysis is a useful approach for dissecting the genetic basis of complex traits, providing broader allelic coverage and higher mapping resolution for the identification of putative molecular markers to be used in marker-assisted selection. In the present study, extensive QTL meta-analysis was conducted on 45 traits of durum wheat, including quality and biotic and abiotic stress-related traits. A total of 368 QTL distributed on all 14 chromosomes of genomes A and B were projected: 171 corresponded to quality-related traits, 127 to abiotic stress and 71 to biotic stress, of which 318 were grouped in 85 meta-QTL (MQTL), 24 remained as single QTL and 26 were not assigned to any MQTL. The number of MQTL per chromosome ranged from 4 in chromosomes 1A and 6A to 9 in chromosome 7B; chromosomes 3A and 7A showed the highest number of individual QTL (4), and chromosome 7B the highest number of undefined QTL (4). The recently published genome sequence of durum wheat was used to search for candidate genes within the MQTL peaks. This work will facilitate cloning and pyramiding of QTL to develop new cultivars with specific quantitative traits and speed up breeding programs.

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