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Invited Paper Session

Microbiome Beyond Bacteria with AI and statistical tools: Integrating Virome and Multi-Omics

Thu, Aug 7, 10:30 AM - 12:20 PM Room CC-104A Music City Center

ni ZhaoOrganizerShilan LiChair

ENAR co: Section on Statistics in Genomics and Geneticsco: WNAR Applied

5 Presentations

Latent variable models for phage-bacteria interaction network at strain-level

10:35 AM - 10:55 AM

Hongzhe Li (University of Pennsylvania)

Network modeling Bipartite graph Markov chain Monte Carlo Matrix completion Phage-bacteria coevolution

Accommodating Differential Read Depth in Analyses of Virome Diversity

10:55 AM - 11:15 AM

Michael Wu (Fred Hutchinson Cancer Center)

Co-authors: Michael Wu (Fred Hutchinson Cancer Center), Wodan Ling (Weill Cornell Medicine)

virome diversity quantile-regression microbiome library size

Microbiome-based phenotypic prediction with AI

11:15 AM - 11:35 AM

Wodan Ling (Weill Cornell Medicine)

AlphaFold2 Computational Pipeline Function-Based Annotations Human Virome Catalog Protein 3D Structures

An integrated microbial risk score based on both taxanomic and gene profiling from metagenomic data for disease prediction

11:35 AM - 11:55 AM

Huilin Li (New York University)

risk score metagenomic disease prediction multi-omics

A Novel Mediation Framework for Absolute Microbiome Abundance with Heterogeneous Mediators and Interaction Effects

11:55 AM - 12:15 PM

Huang Lin (University of Maryland)

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