ArticlePoultry science2026
Gut check: Exploring tools, techniques, and future directions in microbiome research.
Article in Poultry science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Poultry microbial communities are now recognized as key contributors to host nutrition, immune function, disease resilience, and overall health and performance, driving growing interest in this research field. This symposium brought together leading experts to discuss the latest advancements in analytical tools and technologies for investigating the poultry microbiome. Presentations highlighted current progress in microbiome profiling techniques, next-generation sequencing technologies, advanced data analysis methods such as machine learning, and the integration of cutting-edge approaches in microbiome research. A roundtable discussion further engaged participants in identifying key challenges in the field, including method standardization, reproducibility, and data interpretation, while emphasizing emerging opportunities to translate microbiome insights into practical strategies for disease control, antibiotic alternatives, and sustainable poultry production. The knowledge shared in this symposium is highly relevant to poultry researchers and the industry, as they work to enhance bird health, welfare, and productivity.
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Registered trials
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 OpenQuestion graph.