Integrated multi-omics identifies distinct macrophage alterations during progression of metabolic

Markus Boesch1,2,3,4, Seray Anak2, Dania El Abyad2

  • 1Laboratory of Liver Immunology, Leuven Center of Molecular Liver Sciences, Hepatology Research Unit, CHROMETA Department, KU Leuven, Leuven, Belgium.

Nature Genetics
|May 18, 2026
PubMed

Insights

Metabolic dysfunction-associated steatotic liver disease (MASLD) involves changing liver macrophages. This study reveals new macrophage types emerge as MASLD progresses to metabolic dysfunction-associated steatohepatitis (MASH).

Area of Science:

  • Hepatology
  • Immunology
  • Systems Biology

Background:

  • Metabolic dysfunction-associated steatotic liver disease (MASLD) affects over 30% of the population.
  • The dynamic changes in hepatic macrophage composition during MASLD progression to metabolic dysfunction-associated steatohepatitis (MASH) are not fully understood.

Purpose of the Study:

  • To delineate the evolving landscape of hepatic macrophages across the MASLD spectrum.
  • To identify macrophage subsets and their phenotypes associated with disease progression.

Main Methods:

  • Integration of single-nucleus transcriptomics, spatial multi-omics, and proteomics on human liver samples.
  • Analysis of macrophage populations and their spatial distribution in relation to disease stage.

Main Results:

  • Progressive depletion of Kupffer cells observed during MASLD progression.
  • Emergence of diverse, phenotypically distinct macrophage subsets, including GPNMB+ macrophages.
  • Spatial multi-omics identified accumulation of antigen-presenting, phagocytic GPNMB+ macrophages in MASH, supported by IL32-producing hepatocytes.
  • Macrophages exhibited adaptive metabolic and pro-inflammatory phenotypes regulated by spatial context and disease stage.
  • Identified macrophage markers enabled patient stratification by disease activity and stage.

Conclusions:

  • Hepatic macrophage populations undergo significant diversification during MASLD progression.
  • Specific macrophage subsets, like GPNMB+ macrophages, are key players in MASH pathogenesis.
  • Macrophage phenotypes are metabolically adaptive and spatially regulated, offering potential biomarkers for MASLD and MASH.

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