Evidence map›Paper›PMID 38508334›Full record

Observational studyChest2024

Comparison of Contemporary Risk Scores in All Groups of Pulmonary Hypertension: A Pulmonary Vascular Research Institute GoDeep Meta-Registry Analysis.

Athiththan Yogeswaran, Henning Gall, Meike Fünderich, Martin R Wilkins, Luke Howard, David G Kiely, Allan Lawrie, Paul M Hassoun, Yuriy Sirenklo, Olena Torbas and 27 more

Registry-linked trialOpen access · hybridAbstract readComparative StudyObservational Study
In one paragraph

Observational study in Chest, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05329714 (PVRI Global Deep Phenotyping Meta-Registry for Pulmonary Hypertension), which is not on this map. Cited by 22 papers.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed
12.1field-weighted citation impact, top 1% of its field
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.

NCT05329714 recruitingnot on this map

PVRI Global Deep Phenotyping Meta-Registry for Pulmonary Hypertension

TypeobservationalSponsorUniversity of GiessenRan2020 to 2055Enrolled40,000ConditionsPulmonary Hypertension, Global Health
3 · Its place in the literature

Who cites it

22 citing papers in PubMed, 29 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. 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
  10. Article
  11. Article
  12. Pulmonary arterial hypertension treatment. A new era.International journal of cardiology. Congenital heart disease · 2025
    Review
  13. Article
  14. Article
  15. Lipid Ratios for Diagnosis and Prognosis of Pulmonary Hypertension.American journal of respiratory and critical care medicine · 2025
    Article
  16. Article
  17. Review
  18. Article
  19. Review
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

37 authors at 15 institutions in 7 countries.

Athiththan YogeswaranDepartment of Internal Medicine, Universities of Giessen and Marburg Lung Center, Member of the German Center for Lung Research, Giessen, Germany; Institute for Lung Health, Cardio-Pulmonary Institute (CPI), Giessen, Germany.
Henning GallDepartment of Internal Medicine, Universities of Giessen and Marburg Lung Center, Member of the German Center for Lung Research, Giessen, Germany; Institute for Lung Health, Cardio-Pulmonary Institute (CPI), Giessen, Germany.
Meike FünderichDepartment of Internal Medicine, Universities of Giessen and Marburg Lung Center, Member of the German Center for Lung Research, Giessen, Germany.
Martin R WilkinsNational Heart and Lung Institute, Imperial College London, London.
Luke HowardNational Heart and Lung Institute, Imperial College London, London.
David G KielySheffield Pulmonary Vascular Disease Unit, Royal Hallamshire Hospital, University of Sheffield and National Institute for Health and Care Research Sheffield Biomedical Research Centre, Sheffield, England.
Allan LawrieNational Heart and Lung Institute, Imperial College London, London; Sheffield Pulmonary Vascular Disease Unit, Royal Hallamshire Hospital, University of Sheffield and National Institute for Health and Care Research Sheffield Biomedical Research Centre, Sheffield, England.
Paul M HassounDivision of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD.
Yuriy SirenkloNational Scientific Center M.D. Strazhesko Institute of Cardiology, Clinical and Regenerative Medicine, The National Academy of Medical Sciences of Ukraine, Kyiv, Ukraine.
Olena TorbasNational Scientific Center M.D. Strazhesko Institute of Cardiology, Clinical and Regenerative Medicine, The National Academy of Medical Sciences of Ukraine, Kyiv, Ukraine.
Andrew J SweattDivision of Pulmonary, Allergy, and Critical Care and the Vera Moulton Wall Center for Pulmonary Vascular Disease, Stanford University, Palo Alto, CA.
Roham T ZamanianDivision of Pulmonary, Allergy, and Critical Care and the Vera Moulton Wall Center for Pulmonary Vascular Disease, Stanford University, Palo Alto, CA.
Paul G WilliamsMilpark Netcare Hospital, Johannesburg, South Africa.
Marlize FrauendorfMilpark Netcare Hospital, Johannesburg, South Africa.
Alexandra ArvanitakiFirst Department of Cardiology, Aristotle University of Thessaloniki, Thessaloniki, Greece.
George GiannakoulasFirst Department of Cardiology, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Khaled SalehCleveland Clinic Abu Dhabi, Abu Dhabi, United Arab Emirates.
Hani SabbourCleveland Clinic Abu Dhabi, Abu Dhabi, United Arab Emirates.
Hector R CajigasDivision of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN.
Robert FrantzDivision of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN.
Imad Al GhoulehUniversity of Pittsburgh, Pittsburgh, PA.
Stephen Y ChanUniversity of Pittsburgh, Pittsburgh, PA.
Evan BrittainVanderbilt University Medical Center, Nashville, TN.
Jeffrey S AnnisVanderbilt University Medical Center, Nashville, TN.
Antonella PepeFondazione IRCCS Policlinico S. Matteo, Pavia, Italy.
Stefano GhioFondazione IRCCS Policlinico S. Matteo, Pavia, Italy.
Stylianos OrfanosEvangelismos Hospital Athens, Athens, Greece.
Anastasia AnthiEvangelismos Hospital Athens, Athens, Greece.
Raphael W MajeedDepartment of Internal Medicine, Universities of Giessen and Marburg Lung Center, Member of the German Center for Lung Research, Giessen, Germany; Institute of Medical Informatics, RWTH Aachen University, Aachen, Germany.
Jochen WilhelmDepartment of Internal Medicine, Universities of Giessen and Marburg Lung Center, Member of the German Center for Lung Research, Giessen, Germany; Institute for Lung Health, Cardio-Pulmonary Institute (CPI), Giessen, Germany.
Hossein Ardeschir GhofraniDepartment of Internal Medicine, Universities of Giessen and Marburg Lung Center, Member of the German Center for Lung Research, Giessen, Germany; Institute for Lung Health, Cardio-Pulmonary Institute (CPI), Giessen, Germany.
Manuel J RichterDepartment of Internal Medicine, Universities of Giessen and Marburg Lung Center, Member of the German Center for Lung Research, Giessen, Germany; Institute for Lung Health, Cardio-Pulmonary Institute (CPI), Giessen, Germany.
Friedrich GrimmingerDepartment of Internal Medicine, Universities of Giessen and Marburg Lung Center, Member of the German Center for Lung Research, Giessen, Germany; Institute for Lung Health, Cardio-Pulmonary Institute (CPI), Giessen, Germany.
Sandeep SahayHouston Methodist Hospital, Houston, TX.
Khodr TelloDepartment of Internal Medicine, Universities of Giessen and Marburg Lung Center, Member of the German Center for Lung Research, Giessen, Germany; Institute for Lung Health, Cardio-Pulmonary Institute (CPI), Giessen, Germany.
Werner SeegerDepartment of Internal Medicine, Universities of Giessen and Marburg Lung Center, Member of the German Center for Lung Research, Giessen, Germany; Institute for Lung Health, Cardio-Pulmonary Institute (CPI), Giessen, Germany. Electronic address: Werner.Seeger@innere.med.uni-giessen.de.
Pulmonary Vascular Research Institute GoDeep Consortium
Universities of Giessen and Marburg Lung Center · DEAristotle University of Thessaloniki · GREvangelismos Hospital · GRLung Institute · USMayo Clinic · USMilpark Hospital · ZANational Scientific Center "M.D. Strazhesko Institute of Cardiology" · UAPoliclinico San Matteo Fondazione · ITPulmonary and Allergy Associates · USRoyal Hallamshire Hospital · GBUniversity of Pittsburgh · USVanderbilt University Medical Center · USGerman Center for Lung Research · DEJohns Hopkins University · USMethodist Hospital · US

Funding

Risk and Resilience in Pulmonary Arterial Hypertension and Genetically Susceptible IndividualsR01FD007627 · FDA · VANDERBILT UNIVERSITY MEDICAL CENTER · PI AUSTIN, ERIC DOUGLAS, BRITTAIN, EVAN L · 2022 to 2025
$1.6M
Reclassifying Pulmonary Arterial Hypertension Into Immune Phenotypes Using Machine LearningK23HL151892 · NHLBI · STANFORD UNIVERSITY · PI SWEATT, ANDREW JOHN · 2020 to 2024
$942k
Biomarker Discovery in Portopulmonary HypertensionK23HL164971 · NHLBI · UNIVERSITY OF CINCINNATI · PI Arun Jose · 2023 to 2026
$822k
NHLBI NIH HHS K23 HL151892NHLBI NIH HHS K23 HL164971
6 · The paper itself

Abstract

backgroundPulmonary hypertension (PH) is a heterogeneous disease with a poor prognosis. Accurate risk stratification is essential for guiding treatment decisions in pulmonary arterial hypertension (PAH). Although various risk models have been developed for PAH, their comparative prognostic potential requires further exploration. Additionally, the applicability of risk scores in PH groups beyond group 1 remains to be investigated. RESEARCH QUESTION: Are risk scores originally developed for PAH predictive in PH groups 1 through 4? STUDY DESIGN AND

methodsWe conducted a comprehensive analysis of outcomes among patients with incident PH enrolled in the multicenter worldwide Pulmonary Vascular Research Institute GoDeep meta-registry. Analyses were performed across PH groups 1 through 4 and further subgroups to evaluate the predictive value of PAH risk scores, including the Registry to Evaluate Early and Long-Term PAH Disease Mangement (REVEAL) Lite 2, REVEAL 2.0, European Society of Cardiology/European Respiratory Society 2022, Comparative, Prospective Registry of Newly Initiated Therapies for Pulmonary Hypertension (COMPERA) 3-strata, and COMPERA 4-strata.

resultsEight thousand five hundred sixty-five patients were included in the study, of whom 3,537 patients were assigned to group 1 PH, whereas 1,807 patients, 1,635 patients, and 1,586 patients were assigned to group 2 PH, group 3 PH, and group 4 PH, respectively. Pulmonary hemodynamics were impaired with median mean pulmonary arterial pressure of 42 mm Hg (interquartile range, 33-52 mm Hg) and pulmonary vascular resistance of 7 Wood units (WU) (interquartile range, 4-11 WU). All risk scores were prognostic in the entire PH population and in each of the PH groups 1 through 4. The REVEAL scores, when used as continuous prediction models, demonstrated the highest statistical prognostic power and granularity; the COMPERA 4-strata risk score provided subdifferentiation of the intermediate-risk group. Similar results were obtained when separately analyzing various subgroups (PH subgroups 1.1, 1.4.1, and 1.4.4; PH subgroups 3.1 and 3.2; group 2 with isolated postcapillary PH vs combined precapillary and postcapillary PH; patients of all groups with concomitant cardiac comorbidities; and severe [> 5 WU] vs nonsevere PH).

interpretationThis comprehensive study with real-world data from 15 PH centers showed that PAH-designed risk scores possess predictive power in a large PH cohort, whether considered as common to the group or calculated separately for each PH group (1-4) and various subgroups. TRIAL REGISTRY: ClinicalTrials.gov; No.: NCT05329714; URL: www. CLINICALTRIALS: gov.

Indexed as

Hypertension, PulmonaryRegistriesHumansPrognosisRisk Assessmentmulticenterpredictive powerpulmonary hypertensionPVRI GoDeep meta-registryrisk stratification

Identifiers

PMID38508334
PMCPMC11443244
OpenAlexW4392967707

What OpenQuestion holds

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Registered trials

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.