ArticleJournal of animal science and biotechnology2021
Linkage between the intestinal microbiota and residual feed intake in broiler chickens.
Article in Journal of animal science and biotechnology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers.
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Who cites it
54 citing papers in PubMed, 89 citations in OpenAlex.
- Review
- Integorated multi-omics reveals the NOS2-metabolite-microbiota regulatory axis underlying feed efficiency in laying hens.Poultry science · 2026Article
- Microbiomics and metabolomics reveal microbial-metabolic signatures associated with body weight variation in chickens.Poultry science · 2026Article
- Using Gut Microbiota and Gut Metabolites as Biomarkers for Diseases in Monogastric Farm Animals.Animals : an open access journal from MDPI · 2026Review
- Article
- Gut health in broiler chickens fed a mixture of Hermetia illucens and Tenebrio molitor meals: does it have a key role in shaping bird performance?Poultry science · 2026Article
- TIAM2 and ADCY7 polymorphisms and their association with feed efficiency in Huaibei partridge chickens.Poultry science · 2026Article
- Multi-omics analysis revealed that oxidative phosphorylation contributed to the heterosis for feed efficiency in laying chickens.Poultry science · 2026Article
- Dietary supplementation with pure or plant-derived phytochemicals alters growth performance, lipid profiles, hepatic gene expression, and intestinal health in broiler chickens.The Journal of applied poultry research · 2026Article
- Effects ofAnimals : an open access journal from MDPI · 2026Article
- Intestinal microbiota-host crosstalk reveals mechanisms regulating residual feed intake in egg-type ducks.BMC genomics · 2026Article
- Assessing the impact of phage therapy on growth performance, microbiome and phage specific immune response in chickens.Scientific reports · 2026Article
- Emerging technologies in poultry genomics: Unlocking innovation for the future of sustainable production.Poultry science · 2026Review
- Dietary calcium citrate enhances nutrient digestibility and modulates cecal microbiota function in pre-laying hens.Veterinary world · 2026Article
- A Novel Combination of Postbiotics and Essential Oil Compounds Supports a Consistent Improvement in Broiler Performance.Animals : an open access journal from MDPI · 2026Article
- HoloSimR: a comprehensive framework for simulating breeding programs including the hologenome scenario.Journal of animal science · 2026Article
- Effects of dietary fermented passion fruit (Frontiers in nutrition · 2026Article
- Dose-dependent contribution of Eimeria tenella to Salmonella infection in broilers: impacts on growth, immunity, and cecal microbiota.Poultry science · 2025Article
- Gut microbiome and postbiotics: bridging the dietary nutrition and feed efficiency in food-producing animals.Science China. Life sciences · 2025Review
- Supplementation ofAnimals : an open access journal from MDPI · 2025Article
Corrections and comments
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Authors and funding
7 authors at 1 institution in 2 countries.
Funding
Abstract
backgroundIntestinal microbiota plays a key role in nutrient digestion and utilization with a profound impact on feed efficiency of livestock animals. However, the intestinal microbes that are critically involved in feed efficiency remain elusive.
methodsTo identify intestinal bacteria associated with residual feed intake (RFI) in chickens, male Cobb broiler chicks were individually housed from day 14 to day 35. Individual RFI values were calculated for 56 chickens. Luminal contents were collected from the ileum, cecum, and cloaca of each animal on day 35. Bacterial DNA was isolated and subjected to 16S rRNA gene sequencing. Intestinal microbiota was classified to the feature level using Deblur and QIIME 2. High and low RFI groups were formed by selecting 15 and 17 chickens with the most extreme RFI values for subsequent LEfSe comparison of the difference in the microbiota. Spearman correlation analysis was further performed to identify correlations between the intestinal microbiota composition and RFI.
resultsNo significant difference in evenness, richness, and overall diversity of the microbiota in the ileum, cecum, or cloaca was observed between high and low RFI chickens. However, LEfSe analysis revealed a number of bacterial features being differentially enriched in either high or low RFI chickens. Spearman correlation analysis further identified many differentially enriched bacterial features to be significantly correlated with RFI (P < 0.05). Importantly, not all short-chain fatty acid (SCFA) producers showed a positive association with RFI. While two novel members of Oscillibacter and Butyricicoccus were more abundant in low-RFI, high-efficiency chickens, several other SCFA producers such as Subdoligranulum variabile and two related Peptostreptococcaceae members were negatively associated with feed efficiency. Moreover, a few closely-related Lachnospiraceae family members showed a positive correlation with feed efficiency, while others of the same family displayed an opposite relationship.
conclusionsOur results highlight the complexity of the intestinal microbiota and a need to differentiate the bacteria to the species, subspecies, and even strain levels in order to reveal their true association with feed efficiency. Identification of RFI-associated bacteria provides important leads to manipulate the intestinal microbiota for improving production efficiency, profitability, and sustainability of poultry production.
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