Evidence map›Paper›PMID 41328436›Full record

ArticleFrontiers in genetics2025

Genetic background of behavior traits in lactating sows under heat-stress conditions and their relationship with heat tolerance and maternal performance traits.

Sharlene O Hartman, Lorena F Benfica, Jay S Johnson, Jeremy N Marchant, Hinayah R Oliveira, Victor B Pedrosa, Allan P Schinckel, Yijian Huang, Leonardo S Gloria, Hui Wen and 1 more

Abstract read
In one paragraph

Article in Frontiers in genetics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Sharlene O Hartman *Department of Animal Sciences, Purdue University, West Lafayette, IN, United States.
Lorena F Benfica *Department of Animal Sciences, Purdue University, West Lafayette, IN, United States.
Jay S JohnsonDivision of Animal Science, University of Missouri, Columbia, MO, United States.
Jeremy N MarchantOrganic Plus Trust, Alexandria, VA, United States.
Hinayah R OliveiraDepartment of Animal Sciences, Purdue University, West Lafayette, IN, United States.
Victor B PedrosaDepartment of Animal Sciences, Purdue University, West Lafayette, IN, United States.
Allan P SchinckelDepartment of Animal Sciences, Purdue University, West Lafayette, IN, United States.
Yijian HuangSmithfield Premium Genetics, Rose Hill, NC, United States.
Leonardo S GloriaDepartment of Animal Sciences, Purdue University, West Lafayette, IN, United States.
Hui WenDepartment of Animal Sciences, Purdue University, West Lafayette, IN, United States.
Luiz F BritoDepartment of Animal Sciences, Purdue University, West Lafayette, IN, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Heat stress is among the most significant welfare challenges facing modern swine production systems worldwide. Pigs are particularly susceptible to heat stress due to their inactive sudoriferous glands, which limits their capacity for evaporative cooling. As a result, they rely predominantly on behavioral strategies for thermoregulation. This behavioral dependence underscores the potential value of integrating behavioral assessments with genetic analyses to identify heritable components of climatic resilience. In this context, the main objectives of this study were as follows: 1) to develop an ethogram to evaluate the response of lactating sows to a novel event (i.e., hair shaving); 2) to derive the traits' responsiveness score (RS), vocalization score (VS), and shave time (ST) from the ethogram, and identify key systematic effects influencing these behavioral responses of lactating sows under heat-stress conditions; 3) to estimate variance components for all the derived traits; 4) to assess genetic correlations between the behavioral traits and both direct indicators of heat tolerance and maternal ability traits; and 5) to perform genome-wide association studies (GWAS) to identify genomic regions associated with sow behavioral traits. RS, VS, and ST were found to be heritable with heritability estimates of 0.17 ± 0.05, 0.15 ± 0.05, and 0.10 ± 0.05, respectively. These traits had null-to-low genetic correlations with maternal performance and low-to-moderate genetic correlations with direct indicators of heat tolerance. Twelve genomic markers were found to be significantly associated with the three behavioral traits, including regions overlapping with genes known to influence heat stress response, such as

Indexed as

behavioral genomicsgenetic correlationheat stressheritabilitymaternal-line pigs

Identifiers

PMID41328436
PMCPMC12665351

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.