Back to search

Article

Learning functional groups in complex microbiomes

2026-03-03

Abstract excerpt

<h4>ABSTRACT</h4> From soil to the gut, communities composed of thousands of microbes perform functions such as carbon sequestration and immune system regulation. Here, we introduce a data-driven approach that explains how community function can be traced to just a few groups of microbes or genes. In gut communities, our neural-network based clustering algorithm correctly recovers known functional groups. In the...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
ab2c0d6a-25c9-5a20-bd2a-94e18f06da57
DOI
10.64898/2026.03.03.709366
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Learning functional groups in complex microbiomesDOI 10.64898/2026.03.03.709366
Select a neighboring publication to make it the new centre.