Welcome to our blog post category, where the fascinating worlds of molecular biology and bioinformatics analysis converge.
Whether you’re an experienced bioinformatician, a curious biologist, or simply passionate about the molecular intricacies of life, our posts will guide you through the latest advances and best practices in omics data analysis.
Glioblastoma Proteomics: Uncovering Patient-Specific Drug Responses See how a Gillies McIndoe Research Institute researcher used Omics Playground for glioblastoma proteomics, uncovering patient-specific drug responses. Download the case study Goal Glioblastoma …
How to Analyze Proteomics Data Using Omics Playground Steps involved in the analysis, statistical methods applied and suggested analyses to visually interpret your proteomics data. ⏱ 12 min read Introduction …
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 …
The Ultimate Guide to Public RNA-Seq and single-cell RNA-Seq Databases: a Comparative Review Last updated on September 2025 13 min read Introduction The wealth of publicly available RNA-sequencing (RNA-seq) and single-cell …
A Complete Guide to WGCNA: Applications in Gene Correlation Network Analysis Published on October 2, 2025Last updated on February 23, 2026 by Antonino Zito 10 min read Introduction Weighted gene co-expression …
Using Omics Playground to Analyze Olink Proteomic Data Published on August 6th, 2025 3 min read Introduction Olink Target proteomics data are protein measurements obtained using Olink’s Proximity Extension Assay …
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 …
Combining Multi-Omics Factorization Methods for Robust Biomarker Identification Written by Ivo Kwee⏱ 5 min read Introduction Multi-omics biomarker identification is crucial for advancing biomedical research and personalized medicine. Computational genomic …
Preprocessing of MS-based Proteomics Data: Overview and Software Options Published on April 23nd, 2025Written by Shujia Dai, Ph.D⏱ 12 min read Introduction to Proteomics Data Preprocessing Mass spectrometry (MS)-based proteomics …
How to Identify Biomarkers:Definition, Examples, and Algorithms for Detection How to Identify Biomarkers: Definition, Examples, and Algorithms for Detection ⏱ 9 min readby Axel Martinelli Introduction Novel biomarker discovery is crucial …
