The genomic resources developed here provide a high-resolution variation map to delineate the genes underpinning yield and developmental traits in groundnut, improved the understanding of the genetic basis of important agronomic traits, and provide a valuable resource for further functional genomics studies and groundnut improvement programs.
Abstract
There is an urgent need to expand groundnut genomics knowledge base to improve yield and adaptability in the target environments. Whole-genome sequencing can discover selective sweeps in the genomic regions distinguishing adaptive from non-adaptive germplasm within target environments. When combined with genome-wide association studies (GWAS), this approach can reveal genes underpinning local adaptability and yield advantage. The objective of this study was to establish a genome-wide quantitative framework form identifying genomic regions under selection, with a particular focus on narrowing down regions associated with important yield and adaptive traits. Moreover, validation of elite haplotype distributions in an independent fully sequenced groundnut panel. A panel of 197 groundnut accessions was subjected to whole-genome sequencing and phenotypic evaluation to dissect the collection into adaptive and non-adaptive subsets to uncover the genomic regions under selection. This was then combined with GWAS to uncover genetic variants governing agronomic traits associated with yield and adaptability. The stringent single and multi-trait analysis identified 60 loci for 12 agronomic traits, of which seven loci controlled multiple yield related traits and were pleiotropic. Within our diversity panel, 48 genomic regions showed signs of selection. Among these selective sweeps, six positively selected loci were co-localized with trait associated loci. A large genomic region on chr2 spanning ∼78 Mb was under divergent selection and harbored genes underpinning yield and 20-pod length. A F-box transcription factor, Arahy.37HYKA, on chr9, and an alanine transferase protein gene, Arahy.E9MTVL, on chr12 carried peak SNPs associated with yield and related traits. We further cross-validated our results in another groundnut355 panel, where the corresponding genes within LD blocks showed significant effects on HKW, pod length and pod weight. The genomic resources developed here provide a high-resolution variation map to delineate the genes underpinning yield and developmental traits in groundnut, improved our understanding of the genetic basis of important agronomic traits, and provide a valuable resource for further functional genomics studies and groundnut improvement programs.
The results demonstrate that NFNB resistance is polygenic and developmentally stage-dependent, with partly distinct mechanisms underlying adult plant and seedling resistance, with partly distinct mechanisms underlying adult plant and seedling resistance.
Y. Genievskaya, A. Maulenbay, A. Zatybekov et al.· Frontiers in Agronomy· 0 citations
This mini-review highlights how the integration of phenomics, pangenomics, and multi-omics enables the transition from descriptive germplasm cataloguing toward more systematic, data-driven, and predictive breeding systems for the development of climate-resilient horticultural crops.
Photini V. Mylona, L. Barchi, Luciana Gaccione et al.· Frontiers in Plant Science· 0 citations
Indigenous chickens play a critical role in food security and climate resilience in smallholder systems, yet their genomic diversity and adaptive potential remain insufficiently characterised. This study employed low-pass whole-genome sequencing (LP-WGS; 0.2–1.99×) to investigate genomic diversity, population structure...
Gebreslassie Gebru, G. Belay, Tsadkan Zegeye et al.· Scientific Reports· 0 citations
Analysis of race-specific resistance indicated that the response of highly resistant maize varieties to WLS is primarily characterized by the accumulation of defense-related substances and enhanced activity across multiple energy metabolism pathways, which will provide essential resistance sources for subsequent breedi...
The findings provide new insights into the genetic mechanisms underlying growth and development in P. clarkii, and two candidate genes associated with growth traits serve as promising candidates for further functional studies and genetic improvement of this species.
Jian Li, Ping-Ping Hu, Hui-Ling Zhang et al.· International Journal of Mol...· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.