Development of a Noninvasive Prediction Score for Post-Capillary Pulmonary Hypertension in a Multi-Ethnic Asian Population
BACKGROUND: Noninvasive prediction of postcapillary pulmonary hypertension (PH) is a useful clinical tool. However, existing scores are not well evaluated in Asian populations. OBJECTIVES: This study aimed to develop a novel prediction score for postcapillary PH in an Asian cohort. METHODS: A single-center retrospective cohort study was performed in patients who had undergone right heart catheterization from July 2018 to June 2022. Patients with an ejection fraction <50% or moderate or worse left valvular disease were excluded. Postcapillary PH was diagnosed with a mean pulmonary arterial pressure >20 mm Hg and pulmonary capillary wedge pressure (PCWP) >15 mm Hg. A novel logistic regression model (POISE [Prediction Of raISEd wedge pressures]) was developed, with validation by bootstrapping. Comparisons against the OPTICS and H2FPEF scores were performed. Sensitivity analysis was performed excluding patients with combined pre- and post-PH. RESULTS: (adjusted OR: 2.07; 95% CI: 1.13-3.78) were significant predictors of raised PCWP (C-statistic: 0.72; 95% CI: 0.65-0.78). At a chosen cutoff of ≥0.72, POISE had a specificity of 97.4% (95% CI: 95.0%-99.9%) and sensitivity of 10% (95% CI: 4.4%-15.6%). Internal validation and sensitivity analysis excluding patients with combined pre- and post-PH revealed C-statistics of 0.70 (95% CI: 0.70-0.79) and 0.75 (95% CI: 0.67-0.81), respectively, outperforming both OPTICS and H2FPEF scores. CONCLUSIONS: The high specificity and better performance (vis à vis existing scores) of POISE may help in identifying a subset of Asian patients with postcapillary PH, reducing the need of right heart catheterization. POISE is available as an online risk calculator.
Authors
- Matthew Seow
- Sue‐Ann Ng (ORCID: https://orcid.org/0000-0003-3732-5725)
- Michelle Koh (ORCID: https://orcid.org/0000-0001-5044-7845)
- Aidila Binte Ismail
- Ying Zi Oh (ORCID: https://orcid.org/0000-0003-1175-0213)
- Haowen Jiang (ORCID: https://orcid.org/0000-0003-4801-7306)
- Soo Teik Lim (ORCID: https://orcid.org/0000-0001-6996-1342)
- Ghee Chee Phua
- Wen Ruan (ORCID: https://orcid.org/0000-0002-2053-8196)
- Cassandra Hong (ORCID: https://orcid.org/0000-0002-2542-6521)
- Duu Wen Sewa
- Shaw Yang Chia
- Ju Le Tan
- Jonathan Yap
- Stephanie Loh
- Chee Lan Lim
- Jin Shing Hong
- Andrea Low
Institutions
- Singapore General Hospital (SG)
- Changi General Hospital (SG)
- Duke-NUS Medical School (SG)
- National Heart Centre Singapore (SG)
Publication Details
- Journal
- JACC Asia
- Published
- 2026-05-01
- DOI
- https://doi.org/10.1016/j.jacasi.2026.03.012
- Primary Topic
- Pulmonary Hypertension Research and Treatments
- Type
- article
- Field-Weighted Citation Impact
- 0.00