Gut check: Exploring tools, techniques, and future directions in microbiome research
Samson Oladokun, Bertrand Grenier, Brian Oakley, Cristiano Bortoluzzi, Mahalingam Ramkumar

TL;DR
This paper summarizes a symposium on tools and techniques for studying poultry microbiomes and their impact on bird health and productivity.
Contribution
The paper highlights recent advancements and challenges in microbiome research and emphasizes opportunities for practical applications in poultry production.
Findings
Next-generation sequencing and machine learning are advancing microbiome profiling.
Standardization and reproducibility remain major challenges in the field.
Microbiome insights can lead to disease control and sustainable poultry practices.
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…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsGut microbiota and health · Clostridium difficile and Clostridium perfringens research · Probiotics and Fermented Foods
