Evidence map›Paper›PMID 41679649›Full record

ArticleAmerican journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons2026

Immune gene correlation networks differentiate both chronic lung allograft dysfunction and survival.

Kaveh Moghbeli, Iulia Popescu, Carlo J Iasella, Sophia Lieber, Mark E Snyder, Michael Sciullo, Ritchie Koshy, Amanda Zeng, Rashmi Prava Mohanty, Charles Langelier and 15 more

Abstract read
In one paragraph

Article in American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons, 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

25 authors.

Kaveh MoghbeliDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Iulia PopescuDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Carlo J IasellaDepartment of Pharmacy and Therapeutics, University of Pittsburgh School of Pharmacy, Pittsburgh, Pennsylvania, USA.
Sophia LieberDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Mark E SnyderDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA; Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA, USA.
Michael SciulloDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Ritchie KoshyDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Amanda ZengDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Rashmi Prava MohantyDivision of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, California, USA.
Charles LangelierDivision of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, California, USA.
Elizabeth A LendermonDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Rupal ShahDivision of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, California, USA.
Bruce JohnsonDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Daisy ZhuDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Tereza MartinuToronto Lung Transplant Program, University Health Network, University of Toronto, Toronto, ON, Canada.
Lorriana E LeardDivision of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, California, USA.
Mary Ellen KleinhenzDivision of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, California, USA.
Steven R HaysDivision of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, California, USA.
Jonathan P SingerDivision of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, California, USA.
Norihisa ShigemuraDepartment of Cardiothoracic Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Joseph M PilewskiDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Chadi A HageDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
Kong ChenDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
John R GreenlandDivision of Pulmonary, Critical Care, Allergy and Sleep Medicine, University of California San Francisco, San Francisco, California, USA.
John F McDyerDivision of Pulmonary, Allergy, Critical Care and Sleep Medicine, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA; Starzl Transplantation Institute, University of Pittsburgh, Pittsburgh, PA, USA. Electronic address: mcdyerjf@upmc.edu.

Funding

Airway epithelial cell and lymphocyte interactions in chronic lung allograft dysfunction pathogenesisR01HL161048 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI JOHN GREENLAND, TEREZA MARTINU · 2022 to 2026
$3.3M
The Role of Telomeres in Lung Transplant Recipient Immunity and OutcomesR01HL166265 · NHLBI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Jonathan K. Alder, JOHN F MCDYER · 2023 to 2026
$2.8M
NHLBI NIH HHS R01 HL161048NHLBI NIH HHS R01 HL166265
6 · The paper itself

Abstract

Chronic lung allograft dysfunction (CLAD) is the major barrier for long-term survival in lung transplant recipients (LTRs). CLAD remains a diagnosis of exclusion with poor responses to therapies. A molecular diagnostic for CLAD is needed to risk-stratify LTRs for prognosis and identify new targets to mitigate CLAD progression. We used weighted gene correlation network analysis on the airway brush-derived airway transcriptome to identify immune pathways and markers relevant to CLAD. Weighted gene correlation network analysis was performed on RNA sequencing from airway brushings of 37 LTRs with CLAD compared with 37 stable LTRs. We analyzed gene coexpression networks (modules) for their biological significance and association with CLAD. Three gene modules were positively correlated with CLAD, its severity, allograft dysfunction, and survival. These enriched components of the acute phase response, type 1 adaptive immunity, and innate immunity, respectively. A fourth module correlated with protection and was inversely correlated with the other modules. We validated our findings by identification of downstream protein and eicosanoid levels in the bronchoalveolar lavage, and an external validation cohort where module expression differentiated LTRs with CLAD and correlated with worse survival. The CLAD airway transcriptome enriches for coexpression networks associated with network modules that correlate with allograft dysfunction and survival.

Indexed as

Gene Regulatory NetworksGraft RejectionGraft SurvivalLung TransplantationPrimary Graft DysfunctionAllograftsChronic DiseaseFemaleFollow-Up StudiesGene Expression ProfilingHumansImmunity, InnateMalePrognosisSurvival Rateadaptive immunitybronchiolitis obliterans syndromeinnate immunitylung transplantationmolecular diagnostic techniques

Identifiers

PMID41679649
PMCPMC13399059

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.