Evidence map›Paper›PMID 42138622›Full record

ArticleComprehensive Physiology2026

Exploring the Lung-Liver Axis in Pulmonary Arterial Hypertension.

Navneet Singh, Jordan Lawson, Ashok Ragavendran, Somanshu Banerjee, Andy Hon, Alejandro Vega, Jason Hong, Christopher J Mullin, Mandy Pereira, Allyson Sherman-Roe and 12 more

Abstract read
In one paragraph

Article in Comprehensive Physiology, 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

22 authors.

Navneet SinghDepartment of Medicine, The Warren Alpert School of Medicine at Brown University, Providence, Rhode Island, USA.
Jordan LawsonCOBRE Center for Computational Biology of Human Disease, Brown University, Providence, Rhode Island, USA.
Ashok RagavendranCOBRE Center for Computational Biology of Human Disease, Brown University, Providence, Rhode Island, USA.
Somanshu BanerjeeDepartment of Anesthesiology, University of California, Los Angeles, California, USA.ORCID 0000-0002-8043-2457
Andy HonDepartment of Anesthesiology, University of California, Los Angeles, California, USA.
Alejandro VegaDepartment of Anesthesiology, University of California, Los Angeles, California, USA.ORCID 0000-0001-9733-0468
Jason HongDepartment of Medicine, University of California, Los Angeles, California, USA.
Christopher J MullinDepartment of Medicine, The Warren Alpert School of Medicine at Brown University, Providence, Rhode Island, USA.
Mandy PereiraBrown University Health, Providence, Rhode Island, USA.
Allyson Sherman-RoeBrown University Health, Providence, Rhode Island, USA.
Alexander T JorrinCenter for Advanced Lung Care, Brown University Health, Providence, Rhode Island, USA.
Tiffaney CaytonCenter for Advanced Lung Care, Brown University Health, Providence, Rhode Island, USA.
Gregory FishbeinDepartment of Pathology, University of California, Los Angeles, California, USA.ORCID 0000-0002-3632-5654
James R KlingerDepartment of Medicine, The Warren Alpert School of Medicine at Brown University, Providence, Rhode Island, USA.ORCID 0000-0003-2997-5955
William M OldhamDepartment of Medicine, The Warren Alpert School of Medicine at Brown University, Providence, Rhode Island, USA.
Rui-Sheng WangDepartment of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.
Zhiyu DaiDivision of Pulmonary and Critical Care Medicine, Washington University School of Medicine, St. Louis, Missouri, USA.ORCID 0000-0002-2945-7923
Michael FallonDepartment of Medicine, Arizona College of Medicine - Phoenix, Phoenix, Arizona, USA.
Elizabeth O HarringtonDepartment of Medicine, The Warren Alpert School of Medicine at Brown University, Providence, Rhode Island, USA.
Olin D LiangDepartment of Medicine, The Warren Alpert School of Medicine at Brown University, Providence, Rhode Island, USA.
Soban UmarDepartment of Anesthesiology, University of California, Los Angeles, California, USA.ORCID 0000-0001-8036-3079
Corey E VentetuoloDepartment of Medicine, The Warren Alpert School of Medicine at Brown University, Providence, Rhode Island, USA.

Funding

Integrative Multiomics to Uncover Novel Genes and Networks in Pulmonary Arterial HypertensionK08HL169982 · NHLBI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Jason Hong · 2023 to 2026
$706k
American Heart Association 24CDA1274310American Heart Association 24IPA1275127American Thoracic SocietyNHLBI NIH HHS K08 HL169982NIH HHS K08-HL169982NIH HHS P20-GM103652NIH HHS R01-HL141268NIH HHS R01-HL158841NIH HHS R01-HL161038NIH HHS R01-HL174007NIH HHS T32-HL134625NIH HHS U54-GM115677-S9
6 · The paper itself

Abstract

The liver's contribution to pulmonary arterial hypertension (PAH) pathogenesis remains unclear. We hypothesized that the liver promotes inflammatory injury to the pulmonary endothelium. PAH patients without liver disease with pulmonary artery endothelial cell (PAEC) biopsies were included. Unsupervised CART analysis of liver serologies identified subclinical dysfunction clusters; machine-learning models informed differential expression and protein-protein interaction network assembly. PAEC transcriptomes were compared to liver and lung data from monocrotaline and Sugen-Hypoxia rats. Liver fibrosis was assessed in rat and human PAH livers. Among 25 PAH patients (76% female, median age 61 [30-84] years), CART identified clusters distinguished by Model for End-Stage Liver Disease Sodium (MELD-Na) ≥ 12, which was associated with higher Fibrosis-4 scores and higher pulmonary vascular resistance (ß = 0.5 Wood units per point increase in MELD-Na, 95% CI 0.2-0.8, p = 0.005) after adjustment for right atrial pressure. Subjects with MELD-Na ≥ 12 had decreased 6-min walk distance (353 [120-576] m vs. 411 [300-600] m, p = 0.03). In comparing the two clusters, a protein-protein interaction network analysis identified IL-6 as the primary hub of a transcriptional module enriched for leukocyte chemotaxis and myeloid leukocyte migration (all FDR < 0.05) among the High-MELD-Na group. Rat livers demonstrated immune activation and a trend toward increased fibrosis (20.8 vs. 16.6% area stained, p = 0.09), and human PAH livers without liver disease showed an intermediate fibrotic phenotype between controls and portopulmonary hypertension, though this did not reach statistical significance. Our observations support a lung-liver axis in PAH even in the absence of liver disease, warranting further study.

Indexed as

endothelial cellhepatic fibrosishepatic growth factormodel for end stage liver diseasepulmonary arterial hypertensionpulmonary vascular inflammationSugen‐hypoxia

Identifiers

PMID42138622
PMCPMC13178415

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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.