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Genotype-by-environment interaction for calving interval along a postpartum thermal exposure gradient in Maremmana cattle

This study demonstrates that Maremmana cattle exhibit significant genotype-by-environment interactions for calving interval in response to postpartum thermal exposure, revealing genetic variation in reproductive robustness and identifying specific genomic regions associated with both baseline fertility and thermal sensitivity.

Original authors: Eugenio Rulli, Enrico Mancin, Angelica Oian, Fiorella Sbarra, Daniele Colombi, Andrea Quaglia, Roberto Mantovani, Cristina Sartori

Published 2026-10-08
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Original authors: Eugenio Rulli, Enrico Mancin, Angelica Oian, Fiorella Sbarra, Daniele Colombi, Andrea Quaglia, Roberto Mantovani, Cristina Sartori

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ⚕️ This is an AI-generated explanation of a preprint that has not been peer-reviewed. It is not medical advice. Do not make health decisions based on this content. Read full disclaimer

Climate change is reshaping the world's livestock, not just by making animals hotter, but by quietly altering their ability to reproduce. For cattle, rising temperatures and more frequent heatwaves do more than reduce milk production or slow growth; they disrupt the delicate biological machinery required for fertility. When a cow is stressed by heat, her body often delays the return of her reproductive cycle after giving birth, pushing back the date she can conceive again. This delay extends the "calving interval," the time between one birth and the next, which is a critical measure of a herd's health and economic success. While scientists have long known that heat hurts reproduction, a deeper question remains: do all cows react the same way? Some animals might be genetically hardier, able to maintain their reproductive rhythm even when the weather turns harsh, while others might falter. Understanding these genetic differences is essential for breeding herds that can thrive in a warming world, yet most research has focused on high-producing dairy cows in controlled barns, leaving the vast, hardy breeds raised on open pastures largely unexplored.

In a new study, researchers turned their attention to the Maremmana, an ancient Italian beef breed raised in semi-wild conditions across the central Italian countryside. These animals live outdoors year-round, exposed directly to the sun, wind, and humidity of the Mediterranean climate, making them an ideal model for studying how genetics interact with the natural environment. The team, led by scientists from the University of Padua and the National Association of Italian Beef-Cattle Breeders, analyzed decades of records from nearly 17,300 cows. They were looking for a specific pattern: whether a cow's genetic makeup made her more or less sensitive to the heat she experienced immediately after giving birth. To do this, they did not just look at the average temperature; they tracked the specific thermal conditions each cow faced during the first twenty days after calving, a critical window when the animal's body is recovering and preparing to cycle again. By combining this environmental data with the cows' family trees and genetic information, the researchers could map out how different animals performed as the heat load increased.

The results revealed a clear and significant genetic difference in how these cattle respond to heat. The study found that the genetic value of a bull for reproductive success is not a fixed number; it changes depending on the thermal conditions his daughters face. In cooler postpartum periods, certain bulls produced daughters with short, efficient intervals between births. However, as the heat increased, the ranking of these bulls shifted dramatically. Some bulls that were top performers in cool weather saw their daughters' reproductive performance drop off sharply in the heat, while other bulls maintained a more stable performance. This phenomenon, known as genotype-by-environment interaction, means that selecting the "best" bulls based on average conditions alone would miss those that are truly robust under stress. The researchers observed that the genetic correlation between performance in cool weather and performance in hot weather was quite low, indicating that the genes helping a cow in the shade are not the same ones that help her in the sun. In fact, the genetic potential for a short calving interval was actually higher in the hottest conditions, suggesting that the genetic variation for heat resilience is most visible when the environment is most challenging.

To understand the biological roots of this resilience, the team looked at the DNA of 605 of these animals, searching for specific regions of the genome associated with these different responses. They identified several genetic markers linked to the average reproductive performance and others linked specifically to how performance changed with heat. One key region on chromosome 15 contained genes involved in sperm function and cell structure, suggesting that reproductive robustness is a trait shared across both sexes, even though the study focused on cows. Another crucial finding centered on a region on chromosome 19, which included genes known to protect cells from heat damage and regulate the health of egg cells. These genes appear to act as a buffer, helping the reproductive system function even when the animal is under thermal stress. The study also highlighted a region on chromosome 3 containing genes that help the body manage oxidative stress, a common side effect of heat that can damage cells. These genetic clues suggest that heat tolerance in these cattle is not just about enduring the temperature, but about maintaining the complex cellular processes required for reproduction.

The implications of these findings extend beyond a single breed. The Maremmana cattle live in a system where management inputs are minimal, and the animals rely on their own biological adaptations to survive. The study shows that in such environments, genetic selection for reproductive stability must account for the fact that the "best" animal changes with the weather. If breeders only select for performance in average conditions, they risk losing the genetic diversity needed to handle extreme heat. The research suggests that by using reaction norm models—which measure how an animal's genetics perform across a range of environments—breeders can identify sires that offer both good average performance and stability under stress. While the study does not claim to have solved the problem of heat stress, it provides a clear roadmap for how to breed cattle that are better equipped for the future. By focusing on the genetic differences that allow some animals to maintain their reproductive cycles despite rising temperatures, the scientific community can help ensure that local beef breeds remain productive and resilient in an increasingly variable climate.

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