Author

P. Piehowski

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Review Open access Sep 2026

Integrating multi-omics technologies to decipher microbiome functions

This perspective highlights recent advances in multi-omics microbiome research, outlines key obstacles in data integration and metadata harmonization, and proposes a collaborative roadmap for scalable, FAIR-compliant multi-omics investigations and potentially disruptive Artificial Intelligence advances.

T. Van Den Bossche, Eunice Lazau, Velma T. E. Aho et al. · Nature Communications · 0 citations

Open access Jul 2026

Data Independent Acquisition Pipeline for Microbiome Samples (Microbe-DIA)

This work optimized LC–MS/MS acquisition parameters for both DDA and DIA using a model microbiome, demonstrating how DIA enables increased sample throughput without compromising quantitative performance and establishing a scalable and cost-effective pipeline for metaproteomics of complex microbial communities.

Samantha Obermiller, Mary S. Lipton, P. Piehowski et al. · bioRxiv · 0 citations

Jul 2026

Networked Intelligence: Active Shared Context Graphs for Human-AI Team Science

This work introduces Mycelium, an active shared workspace that automatically connects researchers and AI agents, and describes networked intelligence as sparse conditional computation over distributed scientific contexts as sparse conditional computation over distributed scientific contexts.

Sutanay Choudhury, Jeffrey J. Czajka, L. Monteiro et al. · arXiv.org · 0 citations