Blog

Hot

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.

Online Webiner - From Proteome to Complexome: Unveiling the Next Frontier in Proteogenomics

Nov 18, 2025

Live webinar — Nov 18, 9:00–10:00 AM EST (online). Discover how AI deconvolves protein complexes from large-scale affinity proteomics to reveal causal biomarkers and drug targets. Join our live webinar.

Spring Multi-Omics Event: 15% Off Metabolomics, Lipidomics, and Proteomics Services

Mar 31, 2026

Kickstart your 2026 research with MetwareBio's Spring promotion! From Feb 1 to Mar 31, enjoy 15% OFF all proteomics, metabolomics, and lipidomics services. Unlock new discoveries with our top-tier multi-omics services and expert bioinformatics analysis. Don't miss out—contact us today!

27-Hydroxycholesterol in Cancer: How 27-HC Links Lipid Metabolism and Hormone Signaling

Mar 30, 2026

Learn how 27-hydroxycholesterol links cholesterol metabolism, ER/LXR signaling, and the progression of breast and prostate cancer.

25-Hydroxycholesterol (25-HC): Roles in Immunity, Inflammation, and Disease

Mar 30, 2026

Learn how 25-hydroxycholesterol shapes immunity, inflammation, and cholesterol metabolism in infection, cancer, and neurodegeneration.

A Complete Guide to Spearman Rank Correlation in Multi-Omics Research

Mar 26, 2026

Learn what Spearman correlation is, how it differs from Pearson, and why it is ideal for non-normal, non-linear multi-omics data analysis.

Pearson vs Spearman Correlation: How to Choose the Right Method for Multi-Omics Data Analysis

Mar 25, 2026

Learn when to use Pearson vs Spearman correlation in multi-omics data analysis, and avoid common mistakes in genomics, proteomics, and metabolomics.

PLS-DA in Metabolomics: Principles, Workflow, Interpretation, and Best Practices

Mar 24, 2026

Learn what PLS-DA is, how it works in metabolomics, how to interpret score plots and VIP values, and how to avoid overfitting in biomarker discovery.

Spatial Metabolomics in Liver Disease Research

Mar 23, 2026

Explore how spatial metabolomics reveals liver zonation, injury patterns, MASH progression, HCC metabolism, and clinical applications in liver disease research.

Plant Hormone Signaling Through Proteomics and Phosphoproteomics

Mar 20, 2026

Learn how proteomics and phosphoproteomics reveal rapid plant hormone signaling, from receptor activation to transcription factor regulation.

Spatial Metabolomics (MSI) Metabolite Identification: From Accurate Mass to Evidence-Integrated Annotation

Mar 20, 2026

Learn how metabolite identification works in spatial metabolomics MSI, from accurate mass screening to evidence-integrated annotation using MS/MS, spatial context, and biological validation.

LC–MS/MS Proteomics Data Analysis: From Raw Files to Publication-Ready Results

Mar 17, 2026

Learn the complete LC–MS/MS proteomics data analysis workflow, from raw file conversion and peptide identification to quantification, QC, statistics, and pathway analysis.

Plant Metabolomics in Growth and Development: Metabolic and Hormonal Networks

Mar 17, 2026

Learn how plant metabolomics reveals the metabolic and hormonal networks that control growth, development, and trait formation.

Signal Peptides and Protein Secretion: Mechanisms, Prediction, and Engineering

Mar 16, 2026

Learn how signal peptides direct protein secretion, how to predict them accurately, and how to engineer them to improve recombinant protein production.

A Practical Guide to OPLS-DA: Principles, Workflow, and Result Interpretation in Omics Data Analysis

Mar 13, 2026

Learn what OPLS-DA is, how to perform it step by step, and how to interpret score plots, VIP scores, and validation results correctly in omics data analysis.

Spatial Metabolomics for Biomarker Discovery in Precision Medicine

Mar 11, 2026

Learn how spatial metabolomics reveals tissue-specific metabolic biomarkers, supports disease stratification, and advances precision medicine.

Interactome & Interactomics: Mapping Protein Interaction Networks in Biology and Medicine

Mar 10, 2026

Learn what interactomics is, how protein interaction networks are mapped, and which MS-based methods help reveal disease mechanisms, drug targets, and functional biology.