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
. 2020 Aug 4;9(15):e015992.
doi: 10.1161/JAHA.119.015992. Epub 2020 Jul 31.

Noninvasive Prediction of Elevated Wedge Pressure in Pulmonary Hypertension Patients Without Clear Signs of Left-Sided Heart Disease: External Validation of the OPTICS Risk Score

Affiliations

Noninvasive Prediction of Elevated Wedge Pressure in Pulmonary Hypertension Patients Without Clear Signs of Left-Sided Heart Disease: External Validation of the OPTICS Risk Score

Samara M A Jansen et al. J Am Heart Assoc. .

Abstract

Background Although most newly presenting patients with pulmonary hypertension (PH) have elevated pulmonary artery wedge pressure, identification of so-called postcapillary PH can be challenging. A noninvasive tool predicting elevated pulmonary artery wedge pressure in patients with incident PH may help avoid unnecessary invasive diagnostic procedures. Methods and Results A combination of clinical data, ECG, and echocardiographic parameters was used to refine a previously developed left heart failure risk score in a retrospective cohort of pre- and postcapillary PH patients. This updated score (renamed the OPTICS risk score) was externally validated in a prospective cohort of patients from 12 Dutch nonreferral centers the OPTICS network. Using the updated OPTICS risk score, the presence of postcapillary PH could be predicted on the basis of body mass index ≥30, diabetes mellitus, atrial fibrillation, dyslipidemia, history of valvular surgery, sum of SV1 (deflection in V1 in millimeters) and RV6 (deflection in V6 in millimeters) on ECG, and left atrial dilation. The external validation cohort included 81 postcapillary PH patients and 66 precapillary PH patients. Using a predefined cutoff of >104, the OPTICS score had 100% specificity for postcapillary PH (sensitivity, 22%). In addition, we investigated whether a high probability of heart failure with preserved ejection fraction, assessed by the H2FPEF score (obesity, atrial fibrillation, age >60 yrs, ≥2 antihypertensives, E/e' >9, and pulmonary artery systolic pressure by echo >35 mmHg), similarly predicted the presence of elevated pulmonary artery wedge pressure. High probability of heart failure with preserved ejection fraction (H2FPEF score ≥6) was less specific for postcapillary PH. Conclusions In a community setting, the OPTICS risk score can predict elevated pulmonary artery wedge pressure in PH patients without clear signs of left-sided heart disease. The OPTICS risk score may be used to tailor the decision to perform invasive diagnostic testing.

Keywords: diagnosis; heart failure; prediction models; pulmonary vasculature; validation study.

PubMed Disclaimer

Figures

Figure 1
Figure 1. Receiver operator characteristic (ROC) curve and optimal cutoff point of the OPTICS risk scoring system for prediction of postcapillary pulmonary hypertension.
AUC indicates area under the curve.
Figure 2
Figure 2. Flowchart representing patients’ numbers and study methods of the external OPTICS cohort.
CTEPH indicates chronic thromboembolic pulmonary hypertension; IPAH, idiopathic pulmonary arterial hypertension; LVEDP, left ventricular end‐diastolic pressure; PAH, pulmonary arterial hypertension; PAH‐CHD, pulmonary arterial hypertension due to congenital heart disease; PAH‐CTD, pulmonary arterial hypertension due to connective tissue disease; PCWP, pulmonary capillary wedge pressure; PH, pulmonary hypertension; PVOD, pulmonary veno occlusive disease; and RHC, right heart catheterization.
Figure 3
Figure 3. External validation of the OPTICS risk score and H2FPEF score.
AUC indicates area under the curve.
Figure 4
Figure 4. Description of the OPTICS risk score and point allocation for each clinical parameter, with associated probability of having postcapillary PH, based on the total score as estimated from the model.
HDL‐C indicates high‐density lipoprotein cholesterol; LDL‐C, low‐density lipoprotein cholesterol; PH, pulmonary hypertension; RV6, deflection in V6 in millimeters; and SV1, deflection in V1 in millimeters.
Figure 5
Figure 5. Pyramid graphs from the validation cohort of patients with postcapillary PH and precapillary PH, divided according to the OPTICS risk score outcomes or H2FPEF score outcomes of individual patients.
The blue line represents a cutoff of ≥104 for the OPTICS risk score and ≥6 for the H2FPEF score. PH indicates pulmonary hypertension.
Figure 6
Figure 6. Probability analysis of postcapillary PH by H2FPEF score and OPTICS score, divided according to PH group.
PH indicates pulmonary hypertension.

Comment in

References

    1. D'Alonzo GE, Barst RJ, Ayres SM, Bergofsky EH, Brundage BH, Detre KM, Fishman AP, Goldring RM, Groves BM, Kernis JT, et al. Survival in patients with primary pulmonary hypertension. Results from a national prospective registry. Ann Intern Med. 1991;343–349. - PubMed
    1. Galie N, Humbert M, Vachiery JL, Gibbs S, Lang I, Torbicki A, Simonneau G, Peacock A, Vonk Noordegraaf A, Beghetti M, et al. 2015 ESC/ERS guidelines for the diagnosis and treatment of pulmonary hypertension: the Joint Task Force for the Diagnosis and Treatment of Pulmonary Hypertension of the European Society of Cardiology (ESC) and the European Respiratory Society (ERS): endorsed by: Association for European Paediatric and Congenital Cardiology (AEPC), International Society for Heart and Lung Transplantation (ISHLT). Eur Respir J. 2015;903–975. - PubMed
    1. Paulus WJ, Tschope C, Sanderson JE, Rusconi C, Flachskampf FA, Rademakers FE, Marino P, Smiseth OA, De Keulenaer G, Leite‐Moreira AF, et al. How to diagnose diastolic heart failure: a consensus statement on the diagnosis of heart failure with normal left ventricular ejection fraction by the Heart Failure and Echocardiography Associations of the European Society of Cardiology. Eur Heart J. 2007;2539–2550. - PubMed
    1. Gall H, Felix JF, Schneck FK, Milger K, Sommer N, Voswinckel R, Franco OH, Hofman A, Schermuly RT, Weissmann N, et al. The Giessen Pulmonary Hypertension Registry: survival in pulmonary hypertension subgroups. J Heart Lung Transplant. 2017;957–967. - PubMed
    1. Deano RC, Glassner‐Kolmin C, Rubenfire M, Frost A, Visovatti S, McLaughlin VV, Gomberg‐Maitland M. Referral of patients with pulmonary hypertension diagnoses to tertiary pulmonary hypertension centers: the multicenter RePHerral study. JAMA Intern Med. 2013;887–893. - PubMed