# Host genomic regulation of ileal Bradyrhizobium abundance modulates eating speed and fat metabolism in birds: a causal mechanism study

**Authors:** Yang Zhao, Shuangshuang Zhai, Ping Wang, Wenwei Yang, Xinxin Liu, Yuchi Dai, Chengxuan Li, Fei Liu, Ning Yang, Wei Yan

PMC · DOI: 10.1186/s40104-026-01369-z · Journal of Animal Science and Biotechnology · 2026-03-19

## TL;DR

This study shows how host genes and gut bacteria like Bradyrhizobium influence eating speed and fat levels in chickens, offering new ways to improve poultry health.

## Contribution

The study identifies Bradyrhizobium as a causal gut microbe linking eating behavior and fat metabolism through host genetic factors.

## Key findings

- Higher Bradyrhizobium abundance reduces abdominal fat and inflammation in chickens.
- Host genetic variants at RECK influence Bradyrhizobium abundance and eating behavior.
- A feedback loop exists where fat deposition increases eating speed, which worsens fat accumulation.

## Abstract

Eating speed is a key eating behavior trait that influences energy intake and fat deposition, yet its regulation by host genetics and gut microbiota remains poorly understood in birds.

We systematically investigated the interplay among host genetics, gut microbiota, eating speed, and fat deposition in chickens. Phenotypic analyses revealed a positive association between eating speed and abdominal fat, and Mendelian randomization (MR) analysis identified a bidirectional feedback loop in which fat deposition promotes faster eating, which in turn exacerbates fat accumulation. Microbiome and MR analyses highlighted the ileal genus Bradyrhizobium as a causal regulator of both eating speed and fat deposition, with higher abundance reducing abdominal fat, triglyceride levels, and inflammatory markers. Microbiome genome-wide association studies (mGWAS) further identified host genetic variants and candidate genes, including convergent signals at RECK, influencing Bradyrhizobium abundance. Mediation analyses indicated that Bradyrhizobium modulates eating speed partially through its effects on abdominal fat, emphasizing a host-microbe-behavior feedback axis.

Our findings reveal a complex interplay among host genetics, gut microbes, and eating behavior, providing mechanistic insights and potential targets for precision interventions to optimize growth and metabolic health in poultry.

The online version contains supplementary material available at 10.1186/s40104-026-01369-z.

## Linked entities

- **Genes:** RECK (reversion inducing cysteine rich protein with kazal motifs) [NCBI Gene 8434]

## Full-text entities

- **Genes:** RECK (reversion inducing cysteine rich protein with kazal motifs) [NCBI Gene 420804]
- **Diseases:** leg weakness (MESH:D018908), dysbiosis (MESH:D064806), AFW (MESH:D000007), LDL-CH (MESH:D001851), diabetes (MESH:D003920), skeletal abnormalities (MESH:D009139), IBD (MESH:D015212), insulin resistance (MESH:D007333), gut diseases (MESH:D004194), obesity (MESH:D009765), lethargy (MESH:D053609), eating disorders (MESH:D001068), hypertension (MESH:D006973), metabolic syndrome (MESH:D024821), adiposity (MESH:D018205), inflammation (MESH:D007249), dislocation (MESH:D004204), Fat (MESH:D004620), RFID (MESH:C536267), metabolic disease (MESH:D008659), Body weight gain (MESH:D015430), overeating (MESH:D006963)
- **Chemicals:** TG (MESH:D014280), propionate (MESH:D011422), lipid (MESH:D008055), essential amino acid (MESH:D000601), poly(A) (MESH:D011061), GalNAc (-), CHOL (MESH:D002784), SCFA (MESH:D005232), butyrate (MESH:D002087), glucose (MESH:D005947), nitrogen (MESH:D009584), N-acetylgalactosamine (MESH:D000116), Blood glucose (MESH:D001786)
- **Species:** Homo sapiens (human, species) [taxon 9606], Gallus gallus (bantam, species) [taxon 9031], gut metagenome (species) [taxon 749906], Sus scrofa (pig, species) [taxon 9823], Bradyrhizobium (genus) [taxon 374], Parabacteroides (genus) [taxon 375288], Lactococcus (lactic streptococci, genus) [taxon 1357], Megasphaera (genus) [taxon 906]
- **Mutations:** 275 del99 insT, 004 A > T, 285 A > G, 745 C > T, 847 del, 667 G > A, 009 C > T, rs521851, 914 G > A, 845 A > G, 836 CAT > C, 579 C > T, 594 del

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13001200/full.md

## References

2 references — full list in the complete paper: https://tomesphere.com/paper/PMC13001200/full.md

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Source: https://tomesphere.com/paper/PMC13001200