Research Articles
Co-Occurrence Networks for New Researchers: A 2024 Guide to Inference Algorithms, Tools, and Best Practices
This comprehensive guide demystifies co-occurrence network inference for new researchers in biomedical and drug discovery fields.
Microbial Trait Integration: A Genome-to-Ecosystem (G2E) Framework for Next-Generation Biogeochemical and Biomedical Models
This article introduces and details a Genome-to-Ecosystem (G2E) framework designed to systematically integrate microbial functional traits, derived from genomic and metagenomic data, into predictive biogeochemical models.
From Code to Culture: Bridging the Gap Between Genome-Predicted Microbial Traits and Laboratory-Measured Values for Precision Medicine
This article examines the critical relationship between microbial traits inferred from genomic data and parameters measured through traditional laboratory cultivation.
GLM-ASCA Explained: A Powerful Framework for Multi-Factor Omics Data Analysis in Biomedical Research
This article provides a comprehensive guide to Generalized Linear Model ANOVA-Simultaneous Component Analysis (GLM-ASCA), a sophisticated statistical framework for analyzing multivariate data from designed experiments.
Fused Lasso for Microbiome Analysis: A Step-by-Step Guide for Precision Biomarker Discovery
This article provides a comprehensive guide to implementing the Fused Lasso algorithm for analyzing grouped microbiome samples, targeting researchers and drug development professionals.
Decoding Microbial Sulfur Cycling: A Comparative Analysis of Freshwater vs. Marine Sediment Processes for Biomedical Insights
This article provides a comprehensive comparative analysis of microbial sulfur cycling processes in freshwater and marine sediment environments.
Decoding Microbial Landscapes: Foundational Principles in Ecology for Disease Research and Drug Development
This article provides a comprehensive guide to the foundational principles of microbial landscape ecology, tailored for researchers, scientists, and drug development professionals.
Taming the Microbial Jungle: A Strategic Guide to Feature Selection for High-Dimensional Microbiome Data
High-dimensional microbiome datasets present a formidable challenge for researchers seeking to identify true biological signals.
Illuminating Ocean Carbon Cycling: How FRET Glycan Probes Track Microbial Sugar Degradation in Marine Environments
This article provides a comprehensive guide for researchers on the application of Förster Resonance Energy Transfer (FRET)-based glycan probes to study microbial polysaccharide degradation in marine ecosystems.
Fecal Microbiota Transplantation vs. Synthetic Microbial Consortia: Comparative Efficacy for Recurrent C. difficile Infection Treatment
This article provides a comprehensive analysis of two leading microbiome-based therapeutic approaches for recurrent Clostridioides difficile infection (rCDI): Fecal Microbiota Transplantation (FMT) and Synthetic Microbial Communities (Synthetic Consortia).