The Inflammatory Bowel Disease Transcriptome and Metatranscriptome Meta-Analysis (IBD TaMMA) framework

Area of Science:

• Gastroenterology
• Bioinformatics
• Genomics

Background:

• Inflammatory bowel disease (IBD) encompasses chronic disorders with unknown causes.
• Existing RNA-sequencing studies for IBD yield incomparable results due to experimental and analytical variations.
• A unified approach is needed to consolidate and analyze diverse IBD omics data.

Purpose of the Study:

• To introduce the IBD Transcriptome and Metatranscriptome Meta-Analysis (TaMMA) framework.
• To provide a standardized platform for analyzing publicly available IBD RNA-sequencing datasets.
• To facilitate the exploration of transcriptomic and microbial profiles in IBD.

Main Methods:

• Development of the IBD TaMMA open-source framework.
• Comprehensive survey and meta-analysis of publicly available IBD RNA-sequencing datasets.
• Integration of transcriptomic and metatranscriptomic data analysis.

Main Results:

• The IBD TaMMA framework offers an interactive interface for exploring IBD-associated data.
• It enables simultaneous analysis of transcriptomic and microbial profiles.
• The platform addresses the challenge of comparing heterogeneous IBD RNA-sequencing data.

Conclusions:

• The IBD TaMMA framework serves as a valuable, open-source tool for the IBD research community.
• It promotes reproducible research by standardizing data analysis.
• Facilitates deeper insights into IBD pathogenesis through integrated omics data exploration.