Evidence map›Paper›PMID 42595656›Full record

ArticleAnnals of the rheumatic diseases2026

Spatially distinct macrophage subsets drive myofibroblast heterogeneity and maladaptive fibrosis in lupus nephritis.

Chirag Raparia, Paul Hoover, Junting Ai, Marcus Clark, Sujal Shah, Accelerating Medicines Partnership (AMP): RA/SLE Network, Betty Diamond, Nir Hacohen, Arnon Arazi, Anne Davidson

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Article in Annals of the rheumatic diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Macrophage-Fibroblast Crosstalk in Kidney Injury: A Narrative Review.International journal of molecular sciences · 2026
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Chirag RapariaInstitute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA; Division of Rheumatology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Paul HooverDivision of Rheumatology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Junting AiDivision of Rheumatology, University of Chicago, Chicago, IL, USA.
Marcus ClarkDivision of Rheumatology, University of Chicago, Chicago, IL, USA.
Sujal ShahDepartment of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Accelerating Medicines Partnership (AMP): RA/SLE Network
Betty DiamondInstitute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA.
Nir HacohenBroad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA, USA; Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, USA.
Arnon AraziInstitute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA.
Anne DavidsonInstitute of Molecular Medicine, The Feinstein Institutes for Medical Research, Northwell Health, Manhasset, NY, USA. Electronic address: adavidson1@northwell.edu.

Funding

Dissecting the heterogeneity and function of myeloid cells in lupus nephritisR01DK131482 · NIDDK · FEINSTEIN INSTITUTE FOR MEDICAL RESEARCH · PI Anne Davidson · 2023 to 2026
$2.5M
Using artificial intelligence to bridge human and murine studies of lupus nephritis progressionR01AI180222 · NIAID · UNIVERSITY OF CHICAGO · PI Marcus Ramsay Clark, Joseph Edgar Craft · 2024 to 2026
$2.4M
NIAID NIH HHS R01 AI180222NIDDK NIH HHS R01 DK131482
6 · The paper itself

Abstract

objectivesLupus nephritis (LN) is a severe complication of systemic lupus erythematosus (SLE), leading to progressive renal fibrosis and functional decline. Understanding the interplay between immune cells and stromal cells is needed to develop effective therapeutic strategies. In this study, we investigated the landscape of macrophage-fibroblast interactions in human LN and validated these findings in mouse models.

methodsWe characterised distinct fibroblast subsets and their interactions with renal macrophages using single-cell RNA sequencing of 156 human LN biopsies and 30 healthy controls from the Accelerating Medicines Partnership-SLE cohort, and spatial transcriptomics of biopsies from 6 patients with LN. In vitro coculture studies using mouse models were performed to further define functional consequences of these interactions.

resultsWe identified 2 myofibroblast subsets: a proinflammatory subset (Myofib1) enriched in the tubulointerstitium, and a fibrotic/remodelling subset (Myofib2) in glomeruli, both correlating with the histologic chronicity index. Spatial transcriptomics revealed different colocalisation patterns, with Myofib1 interacting with activated resident macrophage (RM) subsets and Myofib2 with glomerular infiltrating disease-associated macrophages. In vitro coculture studies demonstrated that nephritic RMs promote a proinflammatory, remodelling fibroblast phenotype that impairs wound healing and drives a Myofib1-like gene programme, whereas disease-associated macrophages generated profibrotic fibroblasts with dysregulated reparative capacity. Cell-cell communication analyses identified key ligand-receptor interactions mediating this crosstalk, including Spp1/integrins, Sema4/PlexinB, and nicotinamide phosphoribosyl transferase/INSR.

conclusionsOur data reveal a spatially and functionally heterogeneous landscape of macrophage-fibroblast crosstalk in LN. These findings advance our understanding of renal fibrogenesis in LN, highlighting specific fibroinflammatory circuits that may represent therapeutic targets to prevent chronic renal damage.

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.