Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Sep:287:24-31.
doi: 10.1016/j.ahj.2025.03.020. Epub 2025 Apr 5.

Novel automated electronic medical record-based VEST (virtual echocardiography screening tool) algorithm for pulmonary arterial hypertension

Affiliations
Free article

Novel automated electronic medical record-based VEST (virtual echocardiography screening tool) algorithm for pulmonary arterial hypertension

Suneesh Chembiparambil Anand et al. Am Heart J. 2025 Sep.
Free article

Abstract

Background: Pulmonary arterial hypertension (PAH) remains underrecognized and life-threatening due to limited awareness, nonspecific symptoms, and late referral to accredited pulmonary hypertension (PH) centers. The previously validated virtual echocardiography screening tool (VEST) predicts PAH hemodynamics. The objectives of the present study were to determine if the novel automated electronic medical record (EMR)-based algorithm could accurately calculate VEST scores to identify PAH hemodynamics and aid referral to PH specialty care.

Methods: This study is a retrospective analysis of 4,952 patients who underwent transthoracic echocardiogram (TTE) with tricuspid regurgitation velocity (TRV) ≥2.9 m/s in a hospital with an accredited PH Center of Comprehensive Care. Using the automated EMR-based algorithm, EMR-calculated VEST scores were calculated and compared to manually calculated VEST scores. Automated EMR VEST scores were used to identify those with highest risk for PAH (+3 score). Patients with +3 score were analyzed to determine whether they were evaluated within the accredited PH center or undergone right heart catheterization (RHC), the gold standard for PH diagnosis.

Results: Automated EMR VEST scores were validated with 100% correlation to 60 manual scores. Of 354 patients with +3 score, those that underwent RHC had severe PH, with mean pulmonary artery pressure 48 mm Hg and pulmonary vascular resistance 8.5 Wood units. One hundred and four patients (29.4%) were never referred for specialty PH care, and of these, only 37.5% underwent RHC. In the 250 patients referred to subspecialty PH care, 237 (94.8%) underwent RHC.

Conclusions: This novel EMR-based automated VEST calculator is a powerful yet simple scoring tool that can capture patients at high risk for PAH, prompting earlier diagnosis and referrals to accredited PH centers to allow for earlier expert care and implementation of medical therapies.

PubMed Disclaimer

Conflict of interest statement

Conflict of interest All authors declare that there are no known financial or personal interests that could be perceived as a conflict of interest regarding the research presented in this manuscript.