Genetic mapping and prediction for novel lesion mimic in maize demonstrates quantitative effects from genetic background, environment and epistasis

A Adak, SC Murray, CI Calderón, V Infante… - Theoretical and Applied …, 2023 - Springer
A Adak, SC Murray, CI Calderón, V Infante, J Wilker, JI Varela, N Subramanian, T Isakeit…
Theoretical and Applied Genetics, 2023Springer
Key message A novel locus was discovered on chromosome 7 associated with a lesion
mimic in maize; this lesion mimic had a quantitative and heritable phenotype and was
predicted better via subset genomic markers than whole genome markers across diverse
environments. Abstract Lesion mimics are a phenotype of leaf micro-spotting in maize (Zea
mays L.), which can be early signs of biotic or abiotic stresses. Dissecting its inheritance is
helpful to understand how these loci behave across different genetic backgrounds. Here …
Key message
A novel locus was discovered on chromosome 7 associated with a lesion mimic in maize; this lesion mimic had a quantitative and heritable phenotype and was predicted better via subset genomic markers than whole genome markers across diverse environments.
Abstract
Lesion mimics are a phenotype of leaf micro-spotting in maize (Zea mays L.), which can be early signs of biotic or abiotic stresses. Dissecting its inheritance is helpful to understand how these loci behave across different genetic backgrounds. Here, 538 maize recombinant inbred lines (RILs) segregating for a novel lesion mimic were quantitatively phenotyped in Georgia, Texas, and Wisconsin. These RILs were derived from three bi-parental crosses using a tropical pollinator (Tx773) as the common parent crossed with three inbreds (LH195, LH82, and PB80). While this lesion mimic was heritable across three environments based on phenotypic ( = 0.68) and genomic ( = 0.91) data, transgressive segregation was observed. A genome-wide association study identified a single novel locus on chromosome 7 (at 70.6 Mb) also covered by a quantitative trait locus interval (69.3–71.0 Mb), explaining 11–15% of the variation, depending on the environment. One candidate gene identified in this region, Zm00001eb308070, is related to the abscisic acid pathway involving in cell death. Genomic predictions were applied to genome-wide markers (39,611 markers) contrasted with a marker subset (51 markers). Population structure explained more variation than environment in genomic prediction, but other substantial genetic background effects were additionally detected. Subset markers explained substantially less genetic variation (24.9%) for the lesion mimic than whole genome markers (55.4%) in the model, yet predicted the lesion mimic better (0.56–0.66 vs. 0.26–0.29). These results indicate this lesion mimic phenotype was less affected by environment than by epistasis and genetic background effects, which explain its transgressive segregation.
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