Evidence map›Paper›PMID 41972701›Full record

ArticleCells2026

Early BAL microRNA Signatures Delineate Biological Trajectories Towards CLAD After Lung Transplantation.

Gabriella Gaudioso, Sara Franzi, Riccardo Orlandi, Maria Rosaria De Filippo, Andrea Terrasi, Alessandra Maria Storaci, Nadia Mansour, Barbara Digiuni, Daniele Marchelli, Luca Vittorio Carlo Valenti and 8 more

Abstract read
In one paragraph

Article in Cells, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

18 authors.

Gabriella GaudiosoDivision of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.ORCID 0000-0002-3010-3268
Sara FranziDivision of Thoracic Surgery and Lung Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.
Riccardo OrlandiDivision of Thoracic Surgery and Lung Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.ORCID 0000-0002-4113-1598
Maria Rosaria De FilippoLaboratory of OMIC Science, Scientific Direction, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.
Andrea TerrasiDivision of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.ORCID 0000-0003-4955-3346
Alessandra Maria StoraciDivision of Pathology, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.
Nadia MansourLaboratory of OMIC Science, Scientific Direction, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.ORCID 0009-0003-4444-5052
Barbara DigiuniDepartment of Clinical Sciences and Community Health, University of Milan, 20122 Milan, Italy.
Daniele MarchelliDepartment of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy.ORCID 0009-0004-9876-171X
Luca Vittorio Carlo ValentiDepartment of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy.ORCID 0000-0001-8909-0345
Giorgia De TurrisDepartment of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy.
Frederik von HerzLaboratory of OMIC Science, Scientific Direction, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.ORCID 0009-0000-5563-659X
Giulia GarulliDivision of Thoracic Surgery and Lung Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.
Mario NosottiDivision of Thoracic Surgery and Lung Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.ORCID 0000-0002-8571-121X
Letizia Corinna MorlacchiDepartment of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy.
Francesco BlasiDepartment of Pathophysiology and Transplantation, University of Milan, 20122 Milan, Italy.ORCID 0000-0002-2285-9970
Alessandro PalleschiDivision of Thoracic Surgery and Lung Transplantation, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.ORCID 0000-0003-4510-5167
Valentina VairaLaboratory of OMIC Science, Scientific Direction, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy.ORCID 0000-0003-4416-6216

Funding

Italian Minister of Health NAItalian Minister of University and Research 20222PKF9SItalian Ministry of Education and Research NANational Plan for NRRP Complementary Investments (PNC) PNC0000003
6 · The paper itself

Abstract

Chronic lung allograft dysfunction (CLAD) remains the principal limitation to long-term survival after lung transplantation (LT). Early molecular alterations within the graft may precede clinically overt functional decline, but their biological significance remains incompletely defined. In this single-center exploratory pilot study, 16 bilateral lung transplant recipients underwent bronchoalveolar lavage (BAL) sampling at 7 days, 15 days, and 3 months post-transplantation. BAL-derived microRNA (miRNA) profiles were analyzed longitudinally and correlated with long-term clinical outcomes, including CLAD development and phenotypic classification into bronchiolitis obliterans syndrome (BOS) or restrictive allograft syndrome (RAS), over extended follow-up (mean 98 months). Distinct early miRNA signatures were detectable within the first weeks after transplantation and were associated with divergent long-term clinical trajectories. Specific miRNAs, namely let-7e-5p and miR-30d-3p, were associated with subsequent CLAD, whereas differential expression patterns distinguished trajectories toward BOS or RAS. Enrichment analyses highlighted networks related to innate immune activation, hypoxia, tissue remodeling, and PI3K-mTOR signaling. Notably, the occurrence of acute rejection did not differ significantly between patients who developed CLAD and those who remained stable. These findings, although preliminary, suggest that early BAL-derived miRNA profiles may reflect biologically distinct graft states associated with long-term CLAD phenotypes.

Indexed as

Bronchoalveolar Lavage FluidLung TransplantationMicroRNAsAdultAllograftsBronchiolitis ObliteransBronchiolitis Obliterans SyndromeFemaleGene Expression ProfilingGraft RejectionHumansMaleMiddle AgedPilot ProjectsMicroRNAsCLADlung transplantationmiRNAmiRNome

Identifiers

PMID41972701
PMCPMC13072337

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Registered trials

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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.