BACKGROUND: The metabolic mechanisms underlying right ventricular (RV) dysfunction are poorly understood, particularly outside of group 1 pulmonary hypertension (PH). We aimed to identify metabolites and pathways associated with RV systolic function and explored whether associations differed by pulmonary vascular resistance, PH group 1 status, and sex. METHODS: We analyzed data from the multicenter PVDOMICS (Pulmonary Vascular Disease Phenomics) cohort. RV systolic function metrics included fractional area change (echo), global longitudinal strain (echo), and ejection fraction (cardiac magnetic resonance). We used linear regression adjusted for age, sex, body mass index, and PH group to assess associations between metabolites and RV function. Pathway enrichment analyses were used to identify pathways significantly associated with RV function. Interaction terms were assessed to determine whether metabolite associations were modified by pulmonary vascular resistance, group 1 PH status, or sex. Least absolute shrinkage and selection operator regression was used to develop metabolite-based scores for RV function, and prognostic performance was assessed. RESULTS: There were 979 participants with plasma metabolomics and RV function data. Linear regression identified 170 metabolites that were significantly associated with all 3 RV metrics. Androgenic steroid, gamma-glutamyl amino acid, polyamine, vitamin A, fatty acid, and sterol pathways are most strongly associated with RV systolic function. Two metabolites interacted with group 1 PH status, and 6 interacted with pulmonary vascular resistance. Four androgenic steroids are associated more strongly with RV systolic function in women compared with men. Metabolite-based scores were prognostically equivalent to RV systolic function metrics and less accurate than REVEAL Lite 2 scores. CONCLUSIONS: We provide a blueprint of metabolites and metabolic pathways associated with RV systolic function across the spectrum of PH. Novel links to vitamin A and glutathione metabolites were observed. We detected few metabolites that associated with RV systolic function differentially by group 1 PH status or degree of pulmonary vascular resistance elevation. Androgenic steroids may associate more strongly with RV systolic function in women compared with men.
Obesity in Pulmonary Arterial Hypertension. The Pulmonary Hypertension Association Registry
Abstract Rationale Obesity is associated with pulmonary arterial hypertension (PAH), but its impact on outcomes such as health-related quality of life (HRQoL), hospitalizations, and survival is not well understood. Objectives To assess the effect of obesity on HRQoL, hospitalizations, and survival in patients with PAH. Methods We performed a cohort study of adults with PAH from the Pulmonary Hypertension Association Registry, a prospective multicenter registry. Multivariate linear mixed-effects regression was used to examine the relationship between weight categories and HRQoL using the Short Form-12 and emPHasis-10. We used multivariable negative binomial regression to estimate hospitalization incidence rate ratios (IRRs) and Cox regression to estimate hazard ratios (HRs) for transplant-free survival by weight status. Results A total of 767 subjects were included (mean age of 57 years, 74% female, 33% overweight, and 40% with obesity), with median follow-up duration of 527 days. Overweight patients and patients with obesity had higher baseline emPHasis-10 scores (worse HRQoL), which persisted over time (P < 0.001). Patients who are overweight and obese have a trend toward increased incidence of hospitalizations compared with normal-weight patients (IRR, 1.34; 95% confidence interval [95% CI], 0.94–1.92 and IRR, 1.33; 95% CI 0.93–1.89, respectively). Overweight patients and patients with obesity had lower risk of transplant or death compared with normal-weight patients (HR, 0.45; 95% CI, 0.25–0.80 and HR, 0.39; 95% CI, 0.22–0.70, respectively). Conclusions In a large multicenter, prospective cohort of PAH, patients who were overweight or obese had worse disease-specific HRQoL despite better transplant-free survival compared with normal-weight patients. Future interventions should address the specific needs of these patients.