Identification of novel candidate genes for regulating oil composition in soybean seeds under environmental stresses
Patrick Bewick, Peter Forstner, Bo Zhang, Eva Collakova
TL;DR
This study identifies new genes that influence soybean oil composition under environmental stress, which could help breed soybeans with better nutritional and industrial properties.
Contribution
The study introduces novel candidate genes and SNPs linked to fatty acid composition in soybean seeds under environmental stress.
Findings
20 SNPs were significantly associated with 21 fatty acid (FA) ratios in soybean seeds.
Many SNPs are near genes involved in stress responses, indicating environmental influence on FA composition.
The findings suggest potential for developing soybean cultivars with tailored FA profiles.
Abstract
A key objective of soybean breeding programs is to enhance nutritional quality for human and animal consumption, with improved fatty acid (FA) composition for health benefits, and expand soybean use for industrial applications. We conducted a metabolite genome-wide association study (mGWAS) to identify genomic regions associated with changes in FA composition and FA ratios in soybean seeds influenced by environmental factors. This mGWAS utilized 218 soybean plant introductions (PIs) grown in two field locations in Virginia over two years. The mGWAS revealed that 20 SNPs were significantly associated with 21 FA ratios, while additional suggestive SNPs were found for 36 FA ratios, highlighting potential quantitative trait loci linked to FA composition. Many of these SNPs are located near or within the genes related to phytohormone-mediated biotic and abiotic stress responses,…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsSoybean genetics and cultivation · Seed Germination and Physiology · Plant responses to water stress