Evidence mapPaperPMID 41239459Full record

ReviewJournal of translational medicine2025

Protein biomarkers in pulmonary arterial hypertension: advances, clinical relevance, and translational challenges.

Yanqin Niu, Jinglin Tian, Steeve Provencher, Sebastien Bonnet, Olivier Boucherat, François Potus, Deming Gou

Abstract readReview
In one paragraph

Review in Journal of translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
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

7 authors.

Yanqin NiuCollege of Life Sciences and Oceanography, Shenzhen University, Shenzhen, Guangdong, China.
Jinglin TianCollege of Life Sciences and Oceanography, Shenzhen University, Shenzhen, Guangdong, China.
Steeve ProvencherPulmonary Hypertension Research Group, Québec Heart and Lung Institute Research Centre, Québec City, QC, Canada.
Sebastien BonnetPulmonary Hypertension Research Group, Québec Heart and Lung Institute Research Centre, Québec City, QC, Canada.
Olivier BoucheratPulmonary Hypertension Research Group, Québec Heart and Lung Institute Research Centre, Québec City, QC, Canada.
François PotusPulmonary Hypertension Research Group, Québec Heart and Lung Institute Research Centre, Québec City, QC, Canada.
Deming GouCollege of Life Sciences and Oceanography, Shenzhen University, Shenzhen, Guangdong, China. dmgou@szu.edu.cn.ORCID 0000-0002-3312-841X

Funding

Innovative Research Group Project of the National Natural Science Foundation of China 82370065National Major Science and Technology Projects of China 2024ZD0526702Shenzhen Medical Research Fund B2302015Shenzhen Medical Research Fund C2404001
6 · The paper itself

Abstract

Pulmonary arterial hypertension (PAH) is a progressive and life-threatening disease characterized by pulmonary vasoconstriction and right ventricular dysfunction. Although classical circulating biomarkers such as brain natriuretic peptide (BNP) and N-terminal proBNP (NT-proBNP) are widely used in clinical settings, their low specificity and substantial variability limit their diagnostic and prognostic accuracy. In recent years, emerging protein biomarkers, such as Apelin, Osteopontin, and Endostatin, have provided deeper insight into disease mechanisms but require further validation. The advent of high-throughput proteomic platforms, including SOMAscan, Olink, and mass spectrometry-based assays, has revolutionized biomarker discovery by enabling the identification of novel candidates with greater sensitivity and specificity. Several proteomics-discovered biomarkers, including LTBP-2, IGFBP family members, NET4, TSP2, and FGF-23, have demonstrated superior prognostic value and may complement or surpass current standards in risk stratification. In this review, we comprehensively examine the landscape of circulating protein biomarkers in PAH, compare key proteomic technologies, and highlight translational challenges such as assay standardization and cohort heterogeneity. We propose an integrative approach combining proteomic, imaging, and genomic data to enhance precision diagnostics and personalized treatment strategies for patients with PAH.

Indexed as

BiomarkersPulmonary Arterial HypertensionTranslational Research, BiomedicalClinical RelevanceFibroblast Growth Factor-23HumansProteomicsBiomarkersFibroblast Growth Factor-23BiomarkersProteomicsPulmonary arterial hypertension (PAH)

Identifiers

PMID41239459
PMCPMC12619243

What Socratic 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 Socratic graph.