Research Articles
Generating Realistic Synthetic scRNA-seq Data with BioModelling.jl: A Comprehensive Guide for Biomedical Researchers
This article provides a complete guide to using the BioModelling.jl Julia package for generating high-fidelity synthetic single-cell RNA sequencing (scRNA-seq) data.
Benchmarking Statistical Methods for Microbiome Data Analysis: A 2024 Guide for Researchers and Drug Developers
This comprehensive review and guide benchmarks current statistical methods for microbiome data analysis, tailored for researchers, scientists, and drug development professionals.
Network Analysis in the Gut: A Practical Benchmark of Microbiome Co-occurrence Algorithms
This article provides a comprehensive, practical benchmark of prevalent co-occurrence network inference algorithms applied to real microbiome datasets.
Microbiome Data Normalization Explained: A Guide for Biomedical Research & Drug Development
This guide provides a comprehensive overview of microbiome data normalization techniques, crucial for accurate analysis in biomedical research.
Network Stability and Robustness in Ecology: Foundational Principles and Clinical Applications
This article provides a comprehensive exploration of ecological network stability and robustness, tailored for researchers, scientists, and drug development professionals.
Bacteroidales Genetic Markers: A 2024 Performance Comparison for Fecal Source Tracking and Gut Microbiome Research
This comprehensive review evaluates the performance of key Bacteroidales genetic markers in fecal source tracking (FST) and gut microbiome research.
Amplicon vs. Shotgun Metagenomics: Choosing the Right Tool for Quantitative Microbiome Analysis in Biomedical Research
This article provides a comprehensive, current comparison of amplicon sequencing (16S/ITS rRNA) and shotgun metagenomic sequencing for quantifying microbial communities.
The Complete Guide to Alpha Diversity Metrics: Standardizing Microbiome Analysis for Research & Drug Development
This comprehensive guide details the essential role of alpha diversity metrics in standardizing microbiome analysis for researchers and drug development professionals.
Measuring Microbial Diversity: A Comprehensive Guide to Alpha and Beta Metrics for Biomedical Research
This article provides a targeted guide for researchers, scientists, and drug development professionals on the application of alpha and beta diversity metrics in microbial ecology.
Aitchison Geometry: The Essential Statistical Framework for Accurate Microbiome Composition Analysis
This article provides a comprehensive guide to Aitchison geometry, the statistical foundation for analyzing compositional microbiome data.