How environment and genomes interact in plant development

Iowa State University scientists have harnessed data analytics to look "under the hood" of the mechanisms that determine how genetics and changing environmental conditions interact during crucial developmental stages of plants.

A new study published in the academic scientific journal New Phytologist focuses on how changes in temperature affect the height of sorghum plants, and the scientists who conducted the experiments said the research could help to breed more resilient crops as well as shed light on mechanisms that play a critical role in plant growth. The research revolves around the concept of phenotypic plasticity, or how a given trait can differ as a result of environmental conditions. For instance, a plant may grow to a different height in a dry environment than a plant with identical genetics that grows in a wet environment.

Understanding plasticity can help plant breeders design crop varieties that will perform well under a range of environmental conditions, said Jianming Yu, a professor of agronomy and the Pioneer Distinguished Chair in Maize Breeding at Iowa State University and corresponding author of the study. But looking only at the final mature traits of plants paints an incomplete picture of plasticity. Instead, the new study examines the growth rate of sorghum during a critical stage of development, between 40 and 53 days after planting. Zeroing in on that rapid-growth phase in the plant's life cycle allowed the researchers to examine the mechanisms that govern sorghum's phenotypic plasticity in greater detail.

The researchers collected data on sorghum, a globally cultivated cereal crop, grown in Iowa, Kansas and Puerto Rico over the span of multiple years. Measurements of plant height were taken at several points during the growing season, creating a large dataset on which the researchers applied statistical regression analyses to better understand the relationship between height and diurnal temperature change, or the difference in temperature between nighttime lows and daytime highs.

They found increases in diurnal temperature change tended to produce shorter plants. The trend was particularly distinct during that critical developmental phase around 40 to 53 days after planting. "We found that these genes actually interact with environmental stimuli and control the maximum growth rate as well as time to reach maximum growth rate," said Qi Mu, a postdoctoral research associate in agronomy and the first author of the study. "And that eventually determines the final plant height."

Read the complete research at

Qi Mu, Tingting Guo, Xianran Li, Jianming Yu. Phenotypic plasticity in plant height shaped by interaction between genetic loci and diurnal temperature range. New Phytologist, 2021; 233 (4): 1768 DOI: 10.1111/nph.17904 

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