# Exercise-Related Personality Traits Are Associated with Gut Microbiome Composition and Meat Quality in Qingyuan Partridge Chickens

**Authors:** Jiaxin Zhang, Yushan Li, Miaoling Cai, Jun Xiao, Yinghui Liu, Bo Wu, Qianrige, Zheng Ma, Hai Xiang, Xin Feng, Siyu Chen

PMC · DOI: 10.3390/foods15040636 · 2026-02-10

## TL;DR

Chickens that are more active have better meat quality and a healthier gut microbiome, which could help improve poultry farming.

## Contribution

This study links exercise-related personality traits to gut microbiome and meat quality in Qingyuan partridge chickens.

## Key findings

- High-exercise chickens showed brighter breast muscle and firmer thigh muscle compared to low-exercise chickens.
- High-exercise chickens had increased Bifidobacterium and reduced Staphylococcus in their gut microbiome.
- Metabolomic analysis revealed upregulated pathways like phenylalanine metabolism in high-exercise chickens.

## Abstract

Chicken meat quality is primarily determined by genetics and nutrition, but recent evidence suggests that animal personality traits and the gut microbiota may also play crucial roles through their influence on muscle development and metabolism. However, the specific mechanisms linking behavior, gut microbiota, and meat flavor remain largely unexplored, particularly in native chicken breeds like the Qingyuan partridge chicken. This study investigated associations between personality traits, gut microbiome composition, metabolite profiles, and meat quality in 200 female Qingyuan partridge chickens. Chickens were monitored for daily step counts from 70 to 120 days of age and divided into three experimental groups: high-exercise (HE), moderate-exercise (ME), and low-exercise (LE). Behavioral tests (open-field, T-maze) revealed HE chickens exhibited enhanced exploration (p < 0.05), reduced latency to move (p < 0.05), and higher learning success rates (p < 0.05) compared to LE counterparts. Meat quality analysis showed HE chickens had brighter breast muscle (L* value, p < 0.05), firmer thigh muscle (shear force, p < 0.05), and reduced intramuscular fat (p < 0.01) relative to LE chickens. Gut microbiome profiling indicated HE chickens showed enrichment of beneficial taxa like Bifidobacterium (p < 0.01) and Intestinimonas (p < 0.05), alongside reduced levels of opportunistic pathogens such as Staphylococcus (p < 0.05). Metabolomic analysis (LC-MS) highlighted upregulated pathways including phenylalanine metabolism and tryptophan–serotonin signaling (VIP ≥ 1.0, p < 0.05). These findings confirm that exercise-related personality traits are associated with improved meat quality and flavor, with correlations linked to gut microbiota and metabolite remodeling, providing novel insights for optimizing poultry meat quality in commercial production.

## Full-text entities

- **Genes:** BDNF (brain derived neurotrophic factor) [NCBI Gene 396186], INS (insulin) [NCBI Gene 396145], FAT1 (FAT atypical cadherin 1) [NCBI Gene 395168] {aka FAT}, COL3A1 (collagen type III alpha 1 chain) [NCBI Gene 396340] {aka collagen}, VIP (vasoactive intestinal peptide) [NCBI Gene 396323], MB (myoglobin) [NCBI Gene 418056]
- **Diseases:** obesity (MESH:D009765), Learning Ability (MESH:D007859), muscle damage (MESH:D009133), inflammatory (MESH:D007249), injury to (MESH:D014947), muscle (MESH:D019042), anxiety (MESH:D001007), aggressive behaviors (MESH:D010554), HE (MESH:D000092202), hypertrophy (MESH:D006984)
- **Chemicals:** Carotenoids (MESH:D002338), water (MESH:D014867), L-leucine (MESH:D007930), terpenes (MESH:D013729), nucleotides (MESH:D009711), glycogen (MESH:D006003), glutamate (MESH:D018698), Kynurenine (MESH:D007737), alkaloids (MESH:D000470), BCAA (MESH:D000597), polyketides (MESH:D061065), ethanol (MESH:D000431), methanol (MESH:D000432), linoleic acid (MESH:D019787), fats (MESH:D005223), oxygen (MESH:D010100), glycerophospholipids (MESH:D020404), Salt (MESH:D012492), P (MESH:D010758), formic acid (MESH:C030544), zeaxanthin (MESH:D065146), nitrogen (MESH:D009584), cortisol (MESH:D006854), inosinic acid (MESH:D007291), adrenaline (MESH:D004837), L-alanine (MESH:D000409), Rutin (MESH:D012431), aldosterone (MESH:D000450), acetonitrile (MESH:C032159), steroid hormone (MESH:D013256), agarose (MESH:D012685), nitrogen oxides (MESH:D009589), nucleosides (MESH:D009705), nitrogen compounds (MESH:D017672), guanidinoacetic acid (MESH:C004946), lipid (MESH:D008055), ammonium acetate (MESH:C018824), organoheterocyclic compounds (MESH:D006571), L-tryptophan (MESH:D014364), Dopamine (MESH:D004298), SCFAs (MESH:D005232), pyrazines (MESH:D011719), Indole (MESH:C030374), glucose (MESH:D005947), 5-HT (MESH:D012701), 5-OH (-), Aminoacyl-tRNA (MESH:D012346), polyunsaturated fatty acid (MESH:D005231), amino acid (MESH:D000596), thiamine (MESH:D013831), CTAB (MESH:D000077286), aspartate (MESH:D001224), inorganic sulfides (MESH:C031760), lutein (MESH:D014975), carbohydrate (MESH:D002241), fatty acid (MESH:D005227), PC (MESH:C053518), creatine (MESH:D003401), Phenylalanine (MESH:D010649)
- **Species:** Veillonella (genus) [taxon 29465], Pseudomonadota (proteobacteria, phylum) [taxon 1224], Actinomycetota (actinobacteria, phylum) [taxon 201174], Faecalibacterium (genus) [taxon 216851], Christensenellaceae (family) [taxon 990719], Megamonas (genus) [taxon 158846], Mus musculus (house mouse, species) [taxon 10090], Lactobacillus (genus) [taxon 1578], Bacillota (clostridial firmicutes, phylum) [taxon 1239], Oryza sativa (Asian cultivated rice, species) [taxon 4530], Akkermansia (genus) [taxon 239934], Gallus gallus (bantam, species) [taxon 9031], Pararhizobium (genus) [taxon 1612611], gut metagenome (species) [taxon 749906], Streptococcus (genus) [taxon 1301], Bacteroidota (Bacteroides-Cytophaga-Flexibacter group, phylum) [taxon 976], Herbaspirillum (genus) [taxon 963], Rhizobium (genus) [taxon 379], Bacteroides (genus) [taxon 816], Prevotellaceae (family) [taxon 171552], Staphylococcus (genus) [taxon 1279], Rattus norvegicus (brown rat, species) [taxon 10116], Homo sapiens (human, species) [taxon 9606], Bifidobacterium (genus) [taxon 1678], Neorhizobium (genus) [taxon 1525371], Olsenella (genus) [taxon 133925], Acidobacteriota (phylum) [taxon 57723]

## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12939850/full.md

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Source: https://tomesphere.com/paper/PMC12939850