3 papers
stat.ME2025
CoMMiT: Co-informed inference of microbiome-metabolome interactions via transfer learning
Leiyue Li, Chenglong Ye, Tim Randolph +5
Recent multi-omic microbiome studies enable integrative analysis of microbes and metabolites, uncovering their associations with various host conditions. Such analyses require mult…
q-bio.BM2023
Decoding the Molecular Universe -- Workshop Report
Thomas O. Metz, Joshua N. Adkins, Peter B. Armentrout +30
On August 9-10, 2023, a workshop was convened at the Pacific Northwest National Laboratory (PNNL) in Richland, WA that brought together a group of internationally recognized expert…
stat.ME2023
Variable selection with FDR control for noisy data -- an application to screening metabolites that are associated with breast and colorectal cancer
Runqiu Wang, Ran Dai, Ying Huang +5
The rapidly expanding field of metabolomics presents an invaluable resource for understanding the associations between metabolites and various diseases. However, the high dimension…