Evidence map›Paper›PMID 40222714›Full record

ArticleChest2025

Echocardiographic Parameters and Risk Prediction in Pulmonary Arterial Hypertension: Insights From the Redefining Pulmonary Hypertension Through Pulmonary Vascular Disease Phenomics Network.

Monica Mukherjee, Vivek P Jani, Ryan Osgueritchian, Hoda Mombeini, Aiden Abidov, Gerald Beck, Serpil Erzurum, Robert P Frantz, Paul M Hassoun, Anna R Hemnes and 16 more

Abstract read
In one paragraph

Article in Chest, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
  5. Article
  6. Prognostic Value of the RVFWLS/PASP Ratio in Pulmonary Arterial Hypertension.Journal of cardiovascular development and disease · 2026
    Article
  7. Refining Risk Prediction in Systemic Sclerosis-Associated Pulmonary Arterial Hypertension.Journal of the American Society of Echocardiography : official publication of the American Society of Echocardiography · 2025
    Article
  8. Article
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

26 authors.

Monica MukherjeeJohns Hopkins University School of Medicine, Baltimore, MD. Electronic address: mmukher2@jhu.edu.
Vivek P JaniJohns Hopkins University School of Medicine, Baltimore, MD.
Ryan OsgueritchianJohns Hopkins University School of Medicine, Baltimore, MD.
Hoda MombeiniJohns Hopkins University School of Medicine, Baltimore, MD.
Aiden AbidovWayne State University, Detroit, MI.
Gerald BeckCleveland Clinic, Cleveland, OH.
Serpil ErzurumCleveland Clinic, Cleveland, OH.
Robert P FrantzMayo Clinic Division of Cardiology, Rochester, MN.
Paul M HassounJohns Hopkins University School of Medicine, Baltimore, MD.
Anna R HemnesVanderbilt University School of Medicine, Nashville, TN.
Nicholas S HillTufts University School of Medicine, Boston, MA.
Evelyn M HornDivision of Cardiology, Weill Cornell Medicine, New York, NY.
Jiwon KimDivision of Cardiology, Weill Cornell Medicine, New York, NY.
Deborah KwonCleveland Clinic, Cleveland, OH.
A Brett LariveCleveland Clinic, Cleveland, OH.
Peter J LearyUniversity of Washington Medicine, Seattle, WA.
Jane A LeopoldDivision of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA.
Stephen C MathaiJohns Hopkins University School of Medicine, Baltimore, MD.
Reena MehraUniversity of Washington Medicine, Seattle, WA.
Margaret M ParkCleveland Clinic, Cleveland, OH.
Erika B RosenzweigNew York Medical College, Westchester, NY.
W H Wilson TangCleveland Clinic, Cleveland, OH.
Christine L JellisCleveland Clinic, Cleveland, OH.
Franz P RischardCleveland Clinic, Cleveland, OH.
Roberto BadagliaccaDepartment of Medical and Cardiovascular Sciences, Sapienza University of Rome, Rome, Italy.
Redefining Pulmonary Hypertension through Pulmonary Vascular Disease Phenomics Network

Funding

Early Detection of Right Ventricular Dysfunction and Emerging Pulmonary Hypertension in Systemic SclerosisR01HL162851 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI Monica Mukherjee · 2023 to 2026
$2.5M
Phenomic and genomic study to subphenotype Hispanics with pulmonary hypertensionU01HL125208 · NHLBI · UNIVERSITY OF ARIZONA · PI GARCIA, JOE G. N., RISCHARD, FRANZ P · 2014 to 2018
$1.5M
NHLBI NIH HHS R01 HL162851NHLBI NIH HHS U01 HL125208
6 · The paper itself

Abstract

backgroundEchocardiographic metrics of right ventricular (RV) chamber size and function enhance prognostication, risk stratification, and measurement of therapeutic response in patients with pulmonary arterial hypertension (PAH), though the most effective metrics remain unclear. RESEARCH QUESTION: In a well-phenotyped cohort of patients with incident and prevalent PAH, can qualitative grades of RV echocardiographic function be established based on their association with functional outcomes, and do they demonstrate prognostic value beyond traditional risk scores? STUDY DESIGN AND

methodsIn the Redefining Pulmonary Hypertension Through Pulmonary Vascular Disease Phenomics (PVDOMICS) program, 405 (prevalent, n = 336; incident, n = 69) participants were investigated. Multivariable linear regression examined associations with 6-minute walk distance and the Comparative Prospective Registry for Newly Initiated Therapies (COMPERA) and the Registry to Evaluate Early and Long-Term PAH Disease Management (REVEAL) Lite 2.0 PAH risk scores. Penalized Cox regression was used to develop new models combining prior risk score variables with echo parameters. Cluster analysis combined with survival analysis adjusting for potential confounders was used to demonstrate prognostic significance.

resultsIn both incident and prevalent PAH, reduced RV function was associated with increased N-terminal pro-B-type natriuretic peptide levels, reduced 6-minute walk distance, and increased COMPERA and REVEAL Lite 2.0 risk scores after adjusting for duration of PAH and relevant confounders. The addition of echocardiographic variables to models incorporating the COMPERA and REVEAL 2.0 scores yielded a 10% increase in the C-statistic. The severe RV dysfunction group was associated with increased all-cause mortality, with up to a threefold increase in mortality in multivariable models adjusted for relevant confounders, PAH duration, and invasive pulmonary vascular resistance.

interpretationOur results show that reduced RV function on echocardiography in PAH is associated with worsened outcomes in incident and prevalent PAH. Echocardiographic assessment of RV function provided additional value to existing PH risk prediction scores and invasive hemodynamics. Furthermore, defining severity of RV function through cluster analysis has important implications for risk prognostication, with potential application to monitor response to therapy.

Indexed as

EchocardiographyHeart VentriclesHypertension, PulmonaryPulmonary Arterial HypertensionVentricular Dysfunction, RightAgedFemaleHumansMaleMiddle AgedPeptide FragmentsPhenomicsPrognosisProspective StudiesRegistriesRisk AssessmentPeptide Fragmentsechocardiographymortalitypulmonary hypertensionright heart

Identifiers

PMID40222714
PMCPMC12405913

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.