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15% OFF This Summer: Get the Omics Data Reviewers Want

Jun 24, 2025

Boost your grant proposal with high-impact proteomics and metabolomics data. Explore MetwareBio’s full-service omics solutions—now 15% OFF this summer, July 1 to August 31, 2025.

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WGCNA Explained: Analysis, Tutorial & Online Tools for Omics Research

Apr 24, 2024

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

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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.

MetwareBio Launches Proteomics Services

May 27, 2024

MetwareBio's new proteomics services is launched! Start a pilot study to explore DIA, DDA, Serum/Plasma Quantitative Proteomics & Phosphoproteomics!

Glycoproteomics: Unveiling the Sugar Code of Proteins

Sep 16, 2025

Explore glycoproteomics and the sugar code of proteins—covering glycosylation biology, biomarkers, therapeutic targets, and biotech innovations shaping precision medicine.

Choosing the Right Proteomics Data Analysis Software: A Comparison Guide

Sep 15, 2025

A practical comparison of proteomics data analysis software—formats, LFQ/TMT/SILAC/DIA support, speed, cost, and best-fit use cases.

Polyphenols Explained: How Plant Compounds Boost Health and Wellness

Sep 09, 2025

Learn what polyphenols are, how plants make them, how your body processes them, and how to measure them—plus evidence for cancer, heart and brain health.

Proteomics and Metabolomics/Lipidomics in Metabolic Disease Research: Insights and Applications

Sep 08, 2025

See how proteomics, metabolomics, and lipidomics decode metabolic disease—T2D, NAFLD/MASH, obesity—covering mechanisms, biomarkers, and real case studies.

Non-negative Matrix Factorization (NMF) for Omics: A Practical, Interpretable Guide

Sep 03, 2025

Hands-on NMF for omics: choose rank k, interpret W/H, stabilize with cNMF, run pathway enrichment, validate across cohorts—plus a 10-line Python starter.

Proteomics Biomarker Discovery: A Quantitative Workflow Guide

Sep 02, 2025

A practical, end-to-end guide to proteomics biomarker discovery: plasma vs serum, DIA vs TMT, QC & statistics, PRM/MRM verification, pitfalls, and FAQs.

Nucleosides: Structure, Functions, Biomarkers & LC–MS/MS Profiling

Sep 01, 2025

Learn nucleosides vs nucleotides, key functions, clinical and plant relevance, and LC–MS/MS profiling—actionable guidance for study design and biomarker discovery.

Integrating Proteomics with Metabolomics: A Multi-Omics Strategy for Systems Biology

Aug 28, 2025

Explore how integrating proteomics with metabolomics unlocks insights in systems biology. Discover workflows, AI-driven integration, clinical applications, and emerging trends with MetwareBio’s multi-omics services. Ideal for researchers seeking actionable strategies.

Phosphoproteomics in Drug Discovery: Revealing Hidden Pathways for Targeted Therapies

Aug 26, 2025

Explore how phosphoproteomics reveals hidden signaling pathways, accelerates biomarker discovery, and supports targeted drug development.

scRNA-seq Explained: Workflow, Tools, and Applications

Aug 26, 2025

Learn scRNA-seq end-to-end: isolation methods, key platforms, QC/batch correction, clustering, trajectories, and real applications in biology and medicine.

Water-Soluble Vitamins: Importance, Functions, and Analytical Measurement in Research

Aug 25, 2025

Clear guide to water-soluble vitamins (B-complex & vitamin C): key functions, deficiencies, disease links, and how to measure them accurately with LC–MS/MS.

High-Throughput Proteomics Sample Preparation: Optimizing Workflows for Accurate LC–MS/MS Quantitative Analysis

Aug 21, 2025

A practical, high-throughput proteomics sample prep guide: stabilize samples, optimize lysis, digestion, labeling, cleanup, automation and QC for accurate LC–MS/MS.

What Is Sphingomyelin? Structure, Metabolism, and Its Role in Human Health

Aug 20, 2025

What sphingomyelin is, how it’s built and metabolized, why it matters for brain, cardiometabolic and immune health, plus food sources and lipidomics guidance.

Proteomics Quality Control: A Practical Guide to Reliable, Reproducible Data

Aug 19, 2025

Build a robust QC strategy for LC-MS/MS proteomics—from sample prep to instrument and data—to boost reproducibility and trust your results.

Integrative Proteomics and Metabolomics in Clinical Oncology: Unraveling Tumor Complexity

Aug 14, 2025

Explore how integrative proteomics and metabolomics advance clinical oncology by revealing tumor complexity, identifying biomarkers, and overcoming therapy resistance.

Why You Must Correct Batch Effects in Transcriptomics Data?

Aug 11, 2025

Learn how to detect and correct batch effects in transcriptomics to avoid false discoveries and improve data accuracy in RNA-seq studies.