Advanced backcross QTL analysis and comparative mapping with RIL QTL studies and GWAS provide an overview of QTL and marker haplotype diversity for resistance to Aphanomyces root rot in pea (Pisum sativum)

Front Plant Sci. 2023 Sep 28:14:1189289. doi: 10.3389/fpls.2023.1189289. eCollection 2023.

Abstract

Aphanomyces euteiches is the most damaging soilborne pea pathogen in France. Breeding of pea resistant varieties combining a diversity of quantitative trait loci (QTL) is a promising strategy considering previous research achievements in dissecting polygenic resistance to A. euteiches. The objective of this study was to provide an overview of the diversity of QTL and marker haplotypes for resistance to A. euteiches, by integrating a novel QTL mapping study in advanced backcross (AB) populations with previous QTL analyses and genome-wide association study (GWAS) using common markers. QTL analysis was performed in two AB populations derived from the cross between the susceptible spring pea variety "Eden" and the two new sources of partial resistance "E11" and "LISA". The two AB populations were genotyped using 993 and 478 single nucleotide polymorphism (SNP) markers, respectively, and phenotyped for resistance to A. euteiches in controlled conditions and in infested fields at two locations. GWAS and QTL mapping previously reported in the pea-Aphanomyces collection and from four recombinant inbred line (RIL) populations, respectively, were updated using a total of 1,850 additional markers, including the markers used in the Eden x E11 and Eden x LISA populations analysis. A total of 29 resistance-associated SNPs and 171 resistance QTL were identified by GWAS and RIL or AB QTL analyses, respectively, which highlighted 10 consistent genetic regions confirming the previously reported QTL. No new consistent resistance QTL was detected from both Eden x E11 and Eden x LISA AB populations. However, a high diversity of resistance haplotypes was identified at 11 linkage disequilibrium (LD) blocks underlying consistent genetic regions, especially in 14 new sources of resistance from the pea-Aphanomyces collection. An accumulation of favorable haplotypes at these 11 blocks was confirmed in the most resistant pea lines of the collection. This study provides new SNP markers and rare haplotypes associated with the diversity of Aphanomyces root rot resistance QTL investigated, which will be useful for QTL pyramiding strategies to increase resistance levels in future pea varieties.

Keywords: AB populations; Aphanomyces euteiches; SNPs; integrative study; sources of resistance.

Grants and funding

This study was supported by the pre-doctoral fellowship of TL, provided by the SPECIFICS project and Brittany region (France). It was funded by the French DORA, PEAMAS and PEAPOL projects, which were supported by the FASO (Fonds d’Action Stratégique des Oléoprotéagineux) managed by SOFIPROTEOL, as well as by the SPECIFICS and PeaMUST projects. SPECIFICS (ANR-20-PCPA-0008) was funded by the “Growing and Protecting crops Differently” French Priority Research Program (PPR-CPA), part of the 3rd Program for Future Investments (France 2030) operated by the French National Research Agency (ANR). PeaMUST (ANR-11-BTBR-0002) was funded by the 2nd Program for Future Investments operated by ANR.