Blog

From Biomarkers to Mechanisms: How Proteomics Is Reshaping Metabolic Disease Studies

Jan 26, 2026

Discover how proteomics improves metabolic disease subtyping, risk prediction, causal target discovery, and blood-based monitoring for T2D and NAFLD/MASH.

Unlocking the Lactylome: Bridging Metabolism, Epigenetics, and Gene Expression through Protein Lactylation

Jan 23, 2026

Protein lactylation (Kla) connects lactate metabolism to epigenetics. Learn the writers/erasers, lactylome functions, and how to study lactylation with MS-based proteomics.

Proteomics in Drug Discovery: Accelerating Target Identification and Efficacy Evaluation

Jan 20, 2026

Use proteomics to speed drug discovery—identify targets, confirm MoA, quantify target engagement, and find efficacy biomarkers with modern MS-based workflows.

The New Frontier of Liquid Biopsy: How Blood Exosomal (EV) Proteomics Is Advancing Early Disease Diagnosis

Jan 19, 2026

Explore how blood extracellular vesicle (EV/exosome) proteomics improves liquid biopsy sensitivity for early disease detection—plus the workflow, key challenges, and real clinical case studies.

PAG33 Recap: Advancing Integrated Omics for Plant Bioactives Discovery

Jan 16, 2026

Discover the key highlights from the PAG33 conference, where MetwareBio presented cutting-edge advancements in multi-omics integration, proteomics, metabolomics, and spatial profiling. Learn about the latest research trends and how our services support plant bioactive compound research and functional genomics.

Mass Spectrometry Imaging (MSI): A Comprehensive Guide to Techniques, Applications, and Future Trends

Jan 15, 2026

Learn how Mass Spectrometry Imaging (MSI) maps molecules in tissue—compare MALDI, DESI, and SIMS, follow the core workflow, and explore key applications and future trends.

Functional Proteomics: The Definitive Guide to Mapping Protein Function and Cellular Mechanisms

Jan 14, 2026

Functional proteomics explained: map protein activity, PTMs, interactions, and localization to uncover mechanisms, biomarkers, and drug targets.

What Is Discovery Proteomics? A Practical Guide to Workflow, Data Analysis, and Applications

Jan 13, 2026

End-to-end discovery proteomics workflow—sample prep, LC–MS/MS (DDA vs DIA), protein ID/quant, stats, and pathway interpretation for real research use cases.

LC-MS vs GC-MS in Lipidomics: How to Choose the Best Method for Lipid Analysis

Jan 13, 2026

Compare LC-MS vs GC-MS for lipidomics—what each method measures best, key technical differences, and a practical checklist to choose the right platform for your lipid analysis.

What Is Shotgun Proteomics? Principles, Workflow, and Proteomic Data Analysis

Jan 09, 2026

Learn what shotgun proteomics is and how it works—step-by-step workflow (sample prep → LC-MS/MS DDA/DIA) plus core data analysis (FDR, protein inference, quantification).

What Are Metabolites? Definition, Biological Significance, and Analytical Approaches

Jan 08, 2026

Learn what metabolites are, how they differ from the metabolome, and why they matter in physiology and disease—plus a clear overview of metabolomics methods (LC-MS/NMR), workflows, and pathway analysis.

Tight Budgets, Bigger Thanks: Making the Popular Even Better

Dec 19, 2025

Thanksgiving Promotion — 15% OFF Untargeted Metabolomics, Quantitative Lipidomics & DIA Proteomics | Nov 17 – Dec 19

PCoA vs. NMDS in Omics: Choosing the Appropriate Ordination Method

Dec 19, 2025

PCoA vs NMDS in omics: learn key assumptions, how to interpret inertia vs stress, and a practical workflow to choose the right ordination method.

Integrated Proteomics and Metabolomics: Building an Optimal Multi-Omics Strategy

Dec 19, 2025

Learn how to design integrated proteomics–metabolomics studies, choose DIA and LC–MS platforms, build multi-omics workflows, and interpret data for biomarker and pathway discovery.

Principal Coordinates Analysis (PCoA): Principles, Applications, and a Comparison with PCA

Dec 16, 2025

Learn how PCoA works, how to choose distance metrics (Bray–Curtis/UniFrac), how to interpret plots, and when to use PCoA vs PCA—plus an R workflow.

An Overview of Single-Cell Spatial Multi-Omics: Advancing Biological Research and Disease Understanding

Dec 16, 2025

Learn how single-cell spatial multi-omics integrates genomics, transcriptomics, proteomics and metabolomics to dissect cell heterogeneity and accelerate disease research.

Glycoproteomics: Mass Spectrometry-Based Insights into Protein Glycosylation in Health and Disease

Dec 15, 2025

Discover how LC–MS/MS-based clinical glycoproteomics maps N- and O-glycosylation, reveals disease-specific biomarkers, and supports precision medicine.

Bottom-Up Proteomics Guide: Principles, Workflows, and LC–MS/MS Applications

Dec 12, 2025

Practical guide to bottom-up proteomics with LC–MS/MS—covering workflows, DDA vs DIA vs PRM, single-cell methods, and clinical biomarker applications.

Comprehensive Guide to Single-Cell Sorting Methods: Flow Cytometry, Magnetic Beads, and Density Gradients

Dec 11, 2025

Compare FACS, MACS and density gradient centrifugation for single-cell sorting in multi-omics studies, with use cases, pros, cons and a clear decision guide.

Integrating Spatial Transcriptomics and Metabolomics for Spatial Omics Discovery

Dec 08, 2025

Learn how to integrate spatial transcriptomics and metabolomics to resolve tumor microenvironments, handle multi-omics challenges, and accelerate translational research.