Evidence map›Paper›PMID 41904471›Full record

ArticleRespiratory research2026

Vascular-related proteomic signatures in COPD with suspected pulmonary hypertension as predictors of FEV₁ impairment.

Khushboo Goel, Ryen Ormesher, Katherine A Pratte, Yue Wang, Koichi Nishino, Craig P Hersh, Katerina Kechris, Russell P Bowler, Irina Petrache

Abstract read
In one paragraph

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

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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

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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

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5 · Who and what money

Authors and funding

9 authors.

Khushboo GoelDepartment of Medicine, Division of Pulmonary and Critical Care Medicine, Cedars- Sinai Medical Center, Los Angeles, CA, USA.
Ryen OrmesherDepartment of Medicine, Division of Pulmonary Critical Care and Sleep Medicine, National Jewish Health, Denver, CO, USA.
Katherine A PratteDepartment of Biostatistics, National Jewish Health, Denver, CO, USA.
Yue WangDepartment of Biostatistics and Informatics, University of Colorado, Aurora, CO, USA.
Koichi NishinoDepartment of Medicine, Division of Pulmonary Critical Care and Sleep Medicine, National Jewish Health, Denver, CO, USA.
Craig P HershDepartment of Medicine, Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA.
Katerina KechrisDepartment of Biostatistics and Informatics, University of Colorado, Aurora, CO, USA.
Russell P BowlerDepartment of Medicine, Division of Pulmonary Critical Care and Sleep Medicine, National Jewish Health, Denver, CO, USA.
Irina PetracheDepartment of Medicine, Division of Pulmonary Critical Care and Sleep Medicine, National Jewish Health, Denver, CO, USA. Petrachei@njhealth.org.

Funding

MULTIDISCIPLINARY RESPIRATORY DISEASES RESEARCH TRAININGT32HL007085 · NHLBI · UNIVERSITY OF COLORADO DENVER · PI ELLEN L BURNHAM, LISA A MAIER · 1985 to 2026
$21.6M
Ceramide-induced Lung Destruction in EmphysemaR01HL077328 · NHLBI · NATIONAL JEWISH HEALTH · PI PETRACHE, IRINA · 2006 to 2024
$8.0M
National Institutes of Health (NIH) 1R01HL137995National Institutes of Health (NIH) Contract - 75N92023D00011National Institutes of Health (NIH) National Heart, Lung, and Blood Institute (NHLBI) NIH/NHLBI R01 HL152735NHLBI NIH HHS R01 HL077328NHLBI NIH HHS T32 HL007085
6 · The paper itself

Abstract

backgroundThe development of pulmonary hypertension (PH) is a serious complication of chronic obstructive pulmonary disease (COPD). Despite advances in characterizing pulmonary vascular remodeling in COPD-PH, the lack of targeted therapies limits the routine use of gold-standard invasive diagnostics, highlighting the need for novel biomarkers. The pulmonary vascular endothelium is central to the pathogenesis of both PH and COPD. Since most endothelium-derived modulators of vascular tone and remodeling are targets of endothelial-enriched microRNA-126 (miR-126), a master vascular regulator that is suppressed in COPD, these and related ‘angiocentric molecules’ may be promising biomarkers for COPD-PH. RESEARCH GOAL: To identify angiocentric proteins elevated in individuals with suspected COPD-PH, defined by a pulmonary artery-to-aorta ratio (PA/A) > 1 on thoracic CT, and to evaluate if they are significantly associated with the severity of airflow limitation (FEV₁). STUDY

designWe analyzed plasma proteomic profiles from 1,056 COPDGene Phase-1 participants. Using PA/A > 1 as the outcome, we identified differentially abundant angiocentric proteins. We then assessed the abundance of angiocentric proteins in those with severe airflow obstruction (FEV₁ <50% predicted) among both the COPDGene Phase-1 participants and 188 SPIROMICS Visit-1 participants, and validated the findings in an independent cohort of 363 COPDGene Phase-2 participants. Mediation analyses of multi-omic data examined the relationships between specific miR-126-3p and -p strands levels, their target mRNA and protein levels, and the severity of airflow obstruction.

resultsSeventeen angiocentric proteins were increased in participants with PA/A > 1, with interleukin-1 receptor-like 1 (IL1RL1) and platelet-derived growth factor B (PDGFB) showing the most significant elevations. Among those with FEV₁ <50% predicted, eleven angiocentric proteins were increased, including IL1RL1, angiopoietin-2, and peroxiredoxin-5. Mediation analyses supported a contribution of reduced miR-126 levels to lower FEV₁ via select angiocentric molecules, including the direct miR-126 target selenoprotein T. Additionally, LINC01506 and CAPZA1 had a mediation effect on multiple clinical outcomes, including FEV₁, DLCO, and hematocrit.

conclusionIn addition to their role in pulmonary vascular remodeling, miR-126–regulated angiocentric proteins are also linked to airflow limitation, highlighting their potential as candidate biomarkers for COPD-associated pulmonary hypertension.

Indexed as

Hypertension, PulmonaryProteomicsPulmonary Disease, Chronic ObstructiveAgedBiomarkersFemaleForced Expiratory VolumeHumansMaleMicroRNAsMiddle AgedPredictive Value of TestsBiomarkersMicroRNAsMIRN126 microRNA, humanCOPD-associated Pulmonary Hypertension (PH)Endothelial DysfunctionGroup III PHMediation AnalysisMicroRNA-126 (miR-126)

Identifiers

PMID41904471
PMCPMC13151321

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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.