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.

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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
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article
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article

Development of a Noninvasive Prediction Score for Post-Capillary Pulmonary Hypertension in a Multi-Ethnic Asian Population

Matthew Seow, Sue‐Ann Ng, Michelle Koh, Aidila Binte Ismail et al.
JACC Asia
Pulmonary Hypertension Research and Treatments
article

Development of a Noninvasive Prediction Score for Post-Capillary Pulmonary Hypertension in a Multi-Ethnic Asian Population

Matthew Seow, Sue‐Ann Ng, Michelle Koh, Aidila Binte Ismail, Ying Zi Oh, Haowen Jiang, Soo Teik Lim, Ghee Chee Phua, Wen Ruan, Cassandra Hong, Duu Wen Sewa, Shaw Yang Chia, Ju Le Tan, Jonathan Yap, Stephanie Loh, Chee Lan Lim, Jin Shing Hong, Andrea Low
article en

Abstract

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.

JACC AsiaVol. 6(5)
Singapore General Hospital (SG), Changi General Hospital (SG), Duke-NUS Medical School (SG), National Heart Centre Singapore (SG)
Zero hunger
Openalex Percentile: Top 11%
Pulmonary Hypertension Research and Treatments
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