Key Challenges in Multi-Omics Data Integration Published on October 21, 2025Written by Antonino Zito 10 min read Introduction Multi-omics data integration aims to harmonize multiple layers of biological data, such …
Introduction to WGCNA: Applications in Gene Correlation Network Analysis Published on October 2, 2025 by Antonino Zito 10 min read Introduction Weighted gene co-expression network analysis (WGCNA) is a powerful all-in-one …
Efficient Single-Sample Gene Set Enrichment Scoring Methods for Large-Scale Datasets Published on July 23, 2025Written by Antonino Zito⏱ 4 min read The prominent problem of scalable single sample gene set …
Proteomics Normalization: Methods and How to Choose the Best One for Your Data A guide to proteomics normalization and methods involved to get the most out of your analysis Published …
How to Perform Differential Gene Expression Analysis Steps in analyses of gene expression data and popular differential gene expression analysis methods Published on January 30th, 2024 by Antonino Zito, PhD ⏱ 6 …
What are Batch Effects in Omics Data and How to Correct Them The Tricky Problem of ‘Batch Effects’ in Biological Data Published on March 8th, 2024Last updated on November 12th, …
