Data analysis

A Comprehensive Guide to Correlation Network Graphs

Jun 07, 2024

A comprehensive guide to correlation network graphs for single-omics (metabolomics, proteomics) & multi-omics analysis. Learn how to create & interpret these powerful data visualization tools.

Advanced Techniques in Metabolomics Data Processing

May 22, 2024

Master the intricacies of metabolomics data processing! This guide explores data format conversion, preprocessing, normalization, standardization, and more to unlock valuable insights from your complex datasets.

Sample Correlation Analysis: Assessing Reproducibility in Biological Experiments

May 17, 2024

Unsure about the reproducibility of your biological experiments? Sample correlation analysis is your key! Learn how it assesses replicate similarity and boosts data confidence.

Deciphering PCA: Unveiling Multivariate Insights in Omics Data Analysis

May 17, 2024

Master Principal Component Analysis (PCA) for omics research! This comprehensive guide unlocks PCA's potential for dimensionality reduction, pattern recognition, and extracting valuable insights from complex biological datasets.

Harnessing the Power of WGCNA Analysis in Multi-Omics Data

Apr 30, 2024

How to understand the WGCNA analysis in publications? (1/2)

Apr 29, 2024

what is WGCNA? How to interpret WGCNA results? What is the role of WGCNA analysis in association studies?

Understanding WGCNA Analysis in Publications

Apr 29, 2024

Metabolomic Analyses: Comparison of PCA, PLS-DA and OPLS-DA

Apr 24, 2024

This article meticulously elucidates the nuances of PCA, PLS-DA, and OPLS-DA analyses.

Beginner for KEGG Pathway Analysis: The Complete Guide

Apr 24, 2024

Explore KEGG Pathway Analysis with our complete guide. Learn how to navigate the KEGG database, decode pathway maps, and apply enrichment analysis in transcriptome and multi-omics research.

WGCNA Explained: Everything You Need to Know

Apr 24, 2024

What exactly is WGCNA that everyone is using? After reading this article, you will understand.

Metabolomics Batch Effects

Apr 24, 2024

This article provides an insightful overview of batch effects in metabolomics research, exploring what they are, how to minimize them, and the methods available for batch correction. Understanding and...