Dataset Information

Right Ventricular Function Predicts Adverse Clinical Outcomes in Patients With Chronic Thromboembolic Pulmonary Hypertension: A Three-Dimensional Echocardiographic Study.

ABSTRACT: Background: Right ventricular (RV) function plays a vital role in the prognosis of patients with chronic thromboembolic pulmonary hypertension (CTEPH). We used new machine learning (ML)-based fully automated software to quantify RV function using three-dimensional echocardiography (3DE) to predict adverse clinical outcomes in CTEPH patients. Methods: A total of 151 consecutive CTEPH patients were registered in this prospective study between April 2015 and July 2019. New ML-based methods were used for data management, and quantitative analysis of RV volume and ejection fraction (RVEF) was performed offline. RV structural and functional parameters were recorded using 3DE. CTEPH was diagnosed using right heart catheterization, and 62 patients underwent cardiac magnetic resonance to assess right heart function. Adverse clinical outcomes were defined as PH-related hospitalization with hemoptysis or increased RV failure, including conditions requiring balloon pulmonary angioplasty or pulmonary endarterectomy, as well as death. Results: The median follow-up time was 19.7 months (interquartile range, 0.5-54 months). Among the 151 CTEPH patients, 72 experienced adverse clinical outcomes. Multivariate Cox proportional-hazard analysis showed that ML-based 3DE analysis of RVEF was a predictor of adverse clinical outcomes (hazard ratio, 1.576; 95% confidence interval (CI), 1.046~2.372; P = 0.030). Conclusions: The new ML-based 3DE algorithm is a promising technique for rapid 3D quantification of RV function in CTEPH patients.

SUBMITTER: Li Y

PROVIDER: S-EPMC8419302 | biostudies-literature |

REPOSITORIES: biostudies-literature

ACCESS DATA

Similar Datasets

Project description:Importance:Current guidelines recommend evaluation for echocardiographically estimated right ventricular systolic pressure (RVSP) greater than 40 mm Hg; however, this threshold does not capture all patients at risk. Objectives:To determine if mild echocardiographic pulmonary hypertension (ePH) is associated with reduced right ventricular (RV) function and increased risk of mortality. Design, Setting, and Participants:In this cohort study, electronic health record data of patients who were referred for echocardiography at Vanderbilt University Medical Center, Nashville, Tennessee, from March 1997 to February 2014 and had recorded estimates of RVSP values were studied. Data were analyzed from February 2017 to May 2019. Exposures:Mild ePH was defined as an RVSP value of 33 to 39 mm Hg. Right ventricular function was assessed using tricuspid annular plane systolic excursion (TAPSE), and RV-pulmonary arterial coupling was measured using the ratio of TAPSE to RVSP. Main Outcomes and Measures:Associations of mild ePH with mortality adjusted for relevant covariates were examined using Cox proportional hazard models with restricted cubic splines. Results:Of the 47?784 included patients, 26?758 of 47?771 (56.0%) were female and 6040 of 44?763 (13.5%) were black, and the mean (SD) age was 59 (18) years. Patients with mild ePH had worse RV function compared with those with no ePH (mean [SD] TAPSE, 2.0 [0.6] cm vs 2.2 [0.5] cm; P?<?.001) and nearly double the prevalence of RV dysfunction (32.6% [92 of 282] vs 16.7% [170 of 1015]; P?<?.001). Compared with patients with RVSP less than 33 mm Hg, those with mild ePH also had reduced RV-pulmonary arterial coupling (mean [SD] ratio of TAPSE to RVSP, 0.55 [0.18] mm/mm Hg vs 0.93 [0.39] mm/mm Hg; P?<?.001). An increase in adjusted mortality began at an RVSP value of 27 mm Hg (hazard ratio, 1.32; 95% CI, 1.02-1.70). Female sex was associated with increased mortality risk at any given RVSP value. Conclusions and Relevance:Mild ePH was associated with RV dysfunction and worse RV-pulmonary arterial coupling in a clinical population seeking care. Future studies are needed to identify patients with mild ePH who are susceptible to adverse outcomes.

Project description:Right ventricular (RV) pressure overload has a vastly different clinical course in children with idiopathic pulmonary arterial hypertension (iPAH) than in children with pulmonary stenosis (PS). While RV function is well recognized as a key prognostic factor in iPAH, adverse ventricular-ventricular interactions and LV dysfunction are less well characterized and the pathophysiology is incompletely understood. We compared ventricular-ventricular interactions as hypothesized drivers of biventricular dysfunction in pediatric iPAH versus PS Eighteen iPAH, 16 PS patients and 18 age- and size-matched controls were retrospectively studied. Cardiac cycle events were measured by M-mode and Doppler echocardiography. Measurements were compared between groups using ANOVA with post hoc Dunnet's or ANCOVA including RV systolic pressure (RVSP; iPAH 96.8 ± 25.4 mmHg vs. PS 75.4 ± 18.9 mmHg; P = 0.011) as a covariate. RV-free wall thickening was prolonged in iPAH versus PS, extending beyond pulmonary valve closure (638 ± 76 msec vs. 562 ± 76 msec vs. 473 ± 59 msec controls). LV and RV isovolumetric relaxation were prolonged in iPAH (P < 0.001; LV 102.8 ± 24.1 msec vs. 63.1 ± 13.7 msec; RV 95 [61-165] vs. 28 [0-43]), associated with adverse septal kinetics; characterized by rightward displacement in early systole and leftward displacement in late RV systole (i.e., early LV diastole). Early LV diastolic filling was decreased in iPAH (73 ± 15.9 vs. PS 87.4 ± 14.4 vs. controls 95.8 ± 12.5 cm/sec; P = 0.004). Prolonged RVFW thickening, prolonged RVFW isovolumetric times, and profound septal dyskinesia are associated with interventricular mechanical discoordination and decreased early LV filling in pediatric iPAH much more than PS These adverse mechanics affect systolic and diastolic biventricular efficiency in iPAH and may form the basis for worse clinical outcomes. We used clinically derived data to study the pathophysiology of ventricular-ventricular interactions in right ventricular pressure overload, demonstrating distinct differences between pediatric pulmonary arterial hypertension (iPAH) and pulmonary stenosis (PS). Altered timing of right ventricular free wall contraction and profound septal dyskinesia are associated with interventricular mechanical discoordination and decreased early LV filling in iPAH much more than PS These adverse mechanics affect systolic and diastolic biventricular efficiency, independent of right ventricular systolic pressure.

Project description:Echocardiography is the gold standard non-invasive technique to diagnose pulmonary hypertension. It is also an important modality used to monitor disease progression and response to treatment in patients with pulmonary hypertension. Surprisingly, only few studies have been conducted to validate and standardize echocardiographic parameters in experimental animal models of pulmonary hypertension. We sought to define cut-off values for both invasive and non-invasive measures of pulmonary hemodynamics and right ventricular hypertrophy that would reliably diagnose pulmonary hypertension in three different rat models. The study was designed in two phases: (1) a derivation phase to establish the cut-off values for invasive measures of right ventricular systolic pressure, Fulton's index (right ventricular weight/left ventricle?+?septum weight), right ventricular to body weight ratio, and non-invasive echocardiographic measures of pulmonary arterial acceleration time, pulmonary arterial acceleration time to ejection time ratio and right ventricular wall thickness in diastole in the hypoxic and monocrotaline rat models of pulmonary hypertension and (2) a validation phase to test the performance of the cut-off values in predicting pulmonary hypertension in an independent cohort of rats with Sugen/hypoxia-induced pulmonary hypertension. Our study demonstrates that right ventricular systolic pressure ?35.5?mmHg and Fulton's Index ?0.34 are highly sensitive (>94%) and specific (>91%) cut-offs to distinguish animals with pulmonary hypertension from controls. When pulmonary arterial acceleration time/ejection time and right ventricular wall thickness in diastole were both measured, a result of either pulmonary arterial acceleration time/ejection time ?0.25 or right ventricular wall thickness in diastole ?1.03?mm detected right ventricular systolic pressure ?35.5?mmHg or Fulton's Index ?0.34 with a sensitivity of 88% and specificity of 100%. With properly validated non-invasive echocardiography measures of right ventricular performance in rats that accurately predict invasive measures of pulmonary hemodynamics, future studies can now utilize these markers to test the efficacy of different treatments with preclinical therapeutic modeling.

Dataset Information

Right Ventricular Function Predicts Adverse Clinical Outcomes in Patients With Chronic Thromboembolic Pulmonary Hypertension: A Three-Dimensional Echocardiographic Study.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets