Evidence map›Paper›PMID 42054404›Full record

ArticlePloS one2026

Single-cell transcriptomics of bronchoalveolar lavage reveals divergent macrophage subpopulations and trajectories in interstitial lung disease.

Lai-Ying Zhang, Peter C Allen, Viviana P Lutzky, Simon H Apte, Penny L Groves, Maxine E Tan, Tharushi De Silva, Eleanor R Spenceley, Rachael A McCloy, Quan H Nguyen and 3 more

Abstract read
In one paragraph

Article in PloS one, 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Lai-Ying ZhangQueensland Lung Transplant Service, The Prince Charles Hospital, Brisbane, Australia.ORCID https://orcid.org/0000-0003-0938-4066
Peter C AllenTranslational Genomics Program, Garvan Institute of Medical Research, Sydney, Australia.ORCID https://orcid.org/0000-0002-3950-9539
Viviana P LutzkyQueensland Lung Transplant Service, The Prince Charles Hospital, Brisbane, Australia.
Simon H ApteQueensland Lung Transplant Service, The Prince Charles Hospital, Brisbane, Australia.ORCID https://orcid.org/0000-0003-3105-0820
Penny L GrovesQueensland Lung Transplant Service, The Prince Charles Hospital, Brisbane, Australia.
Maxine E TanQueensland Lung Transplant Service, The Prince Charles Hospital, Brisbane, Australia.
Tharushi De SilvaCentre of Immunology and Infection Control, Queensland University of Technology, Brisbane, Australia.
Eleanor R SpenceleyFaculty of Medicine and Health, University of New South Wales, Sydney, Australia.
Rachael A McCloyTranslational Genomics Program, Garvan Institute of Medical Research, Sydney, Australia.
Quan H NguyenInstitute for Molecular Bioscience, University of Queensland, Brisbane, Australia.
Joseph E PowellTranslational Genomics Program, Garvan Institute of Medical Research, Sydney, Australia.
Daniel C ChambersQueensland Lung Transplant Service, The Prince Charles Hospital, Brisbane, Australia.ORCID https://orcid.org/0000-0002-9553-5870
Brendan J O'SullivanQueensland Lung Transplant Service, The Prince Charles Hospital, Brisbane, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

rationaleInterstitial lung diseases (ILDs) encompass a diverse range of fibrotic conditions and contribute to significant respiratory morbidity and mortality. Assessment of the cellular composition of bronchoalveolar lavage (BAL) fluid is an important diagnostic test in people presenting with ILD, but BAL cellularity remains relatively uncharacterized at single-cell resolution.

objectiveTo characterize immune cell populations in BAL across different ILDs and investigate the impact of shortened peripheral blood leukocyte telomere length on BAL immune profiles.

methodsSingle-cell RNA sequencing and downstream analysis were performed on BAL samples from 24 male patients with various ILDs, including idiopathic pulmonary fibrosis (IPF), hypersensitivity pneumonitis, sarcoidosis, and silicosis. Both normal-telomere and short-telomere patients were included. Additionally, we integrated our findings with IPF genome-wide association study (GWAS) data.

resultsWe identified sixteen distinct cell populations in BAL with notable differences across ILD subtypes. Analysis revealed six monocyte-like macrophage (MLM) subclusters following divergent trajectories: inflammatory CXCL10hi MLMs predominated in hypersensitivity pneumonitis, while pro-fibrotic SPP1hi MLMs were significantly expanded in IPF. Short-telomere patients showed a trend toward increased proportion of pro-fibrotic SPP1hi MLMs, with enhanced expression of fibrotic genes compared to patients with normal telomere length. Integration with genomic data confirmed that SPP1hi and CCL2hi MLM subclusters harbour cells with the highest IPF disease relevance scores.

conclusionBAL-derived transcriptomics reveals distinct myeloid subpopulations across ILD subtypes, with specific populations associated with disease pathogenesis. These findings provide insight into ILD pathogenesis, motivate the development of more sophisticated diagnostic tests using BAL sampling, and highlight specific myeloid subpopulations as potential therapeutic targets.

Indexed as

Bronchoalveolar Lavage FluidLung Diseases, InterstitialMacrophagesTranscriptomeBronchoalveolar LavageGene Expression ProfilingGenome-Wide Association StudyHumansMaleMiddle AgedSingle-Cell AnalysisSingle-Cell Gene Expression Analysis

Identifiers

PMID42054404
PMCPMC13127947

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.