AI Article Synopsis

  • Understanding the genetic basis of yield is essential for improving potato species, utilizing a detailed recombination map to analyze 1.5 million genetic variants.
  • Fourteen quantitative trait loci (QTL) that influence yield traits were identified, revealing a strong presence of epistasis and linking many QTL to regions with residual heterozygosity.
  • The study highlights the significance of dominance effects in yield traits and suggests several candidate genes for further research based on their gene expression patterns.

Article Abstract

Deconvolution of the genetic architecture underlying yield is critical for understanding bases of genetic gain in species of agronomic importance. To dissect the genetic components of yield in potato, we adopted a reference-based recombination map composed of four segregating alleles from an interspecific pseudotestcross F potato population ( = 90). Approximately 1.5 million short nucleotide variants were utilized during map construction, resulting in unprecedented resolution for an F population, estimated by a median bin length of 146 kb and 11 genes per bin. Regression models uncovered 14 quantitative trait loci (QTL) underpinning yield, average tuber weight, and tubers produced per plant in a population exhibiting a striking 332% average midparent-value heterosis. Nearly 80% of yield-associated QTL were epistatic, and contained between 0 and 44 annotated genes. We found that approximately one-half of epistatic QTL overlap regions of residual heterozygosity identified in the inbred parental parent (M6). Genomic regions recalcitrant to inbreeding were associated with an increased density of genes, many of which demonstrated signatures of selection and floral tissue specificity. Dissection of the genome-wide additive and dominance values for yield and yield components indicated a widespread prevalence of dominance contributions in this population, enriched at QTL and regions of residual heterozygosity. Finally, the effects of short nucleotide variants and patterns of gene expression were determined for all genes underlying yield-associated QTL, exposing several promising candidate genes for future investigation.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6499519PMC
http://dx.doi.org/10.1534/genetics.119.302036DOI Listing

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