Research Articles
ALDEx2 vs ANCOM-II: A Comprehensive Validation and Performance Guide for Differential Abundance Analysis in Microbiome Research
This article provides a detailed, comparative validation of two leading tools for differential abundance analysis in microbiome data: ALDEx2 and ANCOM-II.
ALDEx2 vs ANCOM-II: A Comprehensive Performance Comparison for Differential Abundance Analysis in Microbiome Research
This article provides a detailed, comparative analysis of two prominent tools for differential abundance (DA) analysis in microbiome data: ALDEx2 and ANCOM-II.
ALDEx2 vs ANCOM vs coda4microbiome: A 2024 Benchmark for Differential Abundance Analysis in Biomedical Research
This article provides a comprehensive, up-to-date comparison of three prominent tools for differential abundance (DA) analysis in microbiome data: ALDEx2, ANCOM, and coda4microbiome.
Controlling False Discoveries in Microbiome Analysis: A Complete Guide to ALDEx2's FDR Protocol for Differential Abundance
This article provides a comprehensive guide for researchers and bioinformaticians on implementing and validating the False Discovery Rate (FDR) control protocol within the ALDEx2 pipeline for differential abundance analysis.
Demystifying ALDEx2 CLR Transformation: A Step-by-Step Workflow for Robust Microbiome Differential Abundance Analysis
This article provides a comprehensive guide to the ALDEx2 CLR transformation workflow, a cornerstone of compositional data analysis in microbiome and high-throughput sequencing studies.
16S vs. Shotgun Metagenomics: Achieving Taxonomic Consistency in Microbiome Analysis for Biomedical Research
This article provides a comprehensive analysis of taxonomic consistency between 16S rRNA gene sequencing and shotgun metagenomics, two cornerstone methods in microbiome research.
Decoding Microbiome Analysis: Choosing Between 16S rRNA and Shotgun Metagenomics in 2024
This article provides a comprehensive, current comparison of 16S rRNA gene sequencing and shotgun metagenomics for microbiome research, tailored for researchers, scientists, and drug development professionals.
16S rRNA vs Shotgun Metagenomics: Choosing the Right Microbial Biomarker Discovery Tool for Clinical Research
This article provides a comprehensive comparison of 16S rRNA gene sequencing and shotgun metagenomics for identifying microbial biomarkers in human health and disease.
16S rRNA vs Shotgun Metagenomics: A 2024 Cost-Benefit Analysis for Biomedical Research
This article provides a comprehensive cost-benefit analysis of 16S rRNA sequencing and shotgun metagenomics for researchers, scientists, and drug development professionals.
Beyond the Noise: Critical Limitations of 16S rRNA Sequencing in Sterile Site Analysis
This article critically examines the limitations of 16S rRNA gene sequencing for microbial analysis of sterile sites like blood, CSF, and synovial fluid.