Abstract
Background Right ventricular (RV) diastolic dysfunction may be prognostic in pulmonary hypertension (PH). However, its assessment is complex and relies on conductance catheterisation. We aimed to evaluate echocardiography-based parameters as surrogates of RV diastolic function, provide validation against the gold standard, end-diastolic elastance (Eed), and define the prognostic impact of echocardiography-derived RV diastolic dysfunction.
Methods Patients with suspected PH who underwent right heart catheterisation including conductance catheterisation were prospectively recruited. In this study population, an echocardiography-based RV diastolic function surrogate was derived. Survival analyses were performed in patients with precapillary PH in the Giessen PH Registry, with external validation in patients with pulmonary arterial hypertension at Sapienza University (Rome).
Results In the derivation cohort (n=61), the early/late diastolic tricuspid inflow velocity ratio (E/A) and early tricuspid inflow velocity/early diastolic tricuspid annular velocity ratio (E/e′) did not correlate with Eed (p>0.05). Receiver operating characteristic analysis revealed a large area under the curve (AUC) for the peak lateral tricuspid annulus systolic velocity/right atrial area index ratio (S′/RAAi) to detect elevated Eed (AUC 0.913, 95% confidence interval (CI) 0.839–0.986) and elevated end-diastolic pressure (AUC 0.848, 95% CI 0.699–0.998) with an optimal threshold of 0.81 m2·s−1·cm−1. Subgroup analyses demonstrated a large AUC in patients with preserved RV systolic function (AUC 0.963, 95% CI 0.882–1.000). Survival analyses confirmed the prognostic relevance of S′/RAAi in the Giessen PH Registry (n=225) and the external validation cohort (n=106).
Conclusions Our study demonstrates the usefulness of echocardiography-derived S′/RAAi for noninvasive assessment of RV diastolic function and prognosis in PH.
Tweetable abstract
This study introduces the echocardiographic peak lateral tricuspid annulus systolic velocity/right atrial area index ratio as a noninvasive measure of right ventricular diastolic function and predictor of prognosis in patients with pulmonary hypertension. https://bit.ly/44Qv8X0
Introduction
Pulmonary hypertension (PH) is characterised by a chronic increase in right ventricular (RV) afterload resulting in impaired RV systolic function [1]. Accordingly, research has mainly focused on RV systolic function, and there are several invasive and noninvasive surrogates of RV contractility available and commonly applied [2–4]. However, increase of RV afterload leads – according to the LaPlace law – to meaningful hypertrophy and fibrosis, which in turn is one of the main contributors to stiffening of the ventricle [5]. Furthermore, animal studies have shown that RV diastolic dysfunction might even be present before systolic RV failure occurs [6]. Consistent with this, it could be shown that patients with pulmonary arterial hypertension (PAH) have impaired RV diastolic function [7]. Further studies indicated that RV diastolic function is of crucial importance for both symptoms and survival not only in patients with right-sided heart failure but also in patients with left-sided heart failure [8–10]. Currently, it is hypothesised that the majority of patients with PH develop increased RV diastolic stiffness and dysfunction with mounting disease severity, resulting in vena cava backflow during atrial contraction due to impaired RV filling [5]. Early diagnosis of impaired RV diastolic function in PH is therefore crucial to prevent systemic complications and to reliably detect patients at risk, potentially supporting decision-making regarding escalation of therapy.
The gold-standard measure of RV diastolic function is end-diastolic elastance (Eed) derived from pressure–volume (PV) loops obtained by conductance catheterisation [11, 12]. However, conductance catheterisation is expensive, invasive and complex considering application and interpretation, and is consequently mainly restricted to expert centres [13]. So far, evidence regarding the use of standard imaging tools to assess RV diastolic dysfunction and its prognostic role is scarce. Tissue Doppler systolic and early diastolic velocities have shown promise in the left ventricle, correlating with fibrosis score and β-adrenergic receptor density in patients with left ventricular (LV) regional dysfunction [14]. However, commonly used parameters such as the ratio of early tricuspid inflow velocity to early diastolic tricuspid annular velocity (E/e′) and the ratio of early to late diastolic tricuspid inflow velocity (E/A) have not yet been validated for use as measures of RV diastolic dysfunction.
Speckle tracking echocardiography recently emerged as a potential tool allowing for the identification of phenotypically distinct, reproducible and clinically meaningful RV strain post-systolic patterns [15]. Recently, our group was able to define a noninvasive tool for the assessment of RV diastolic function using feature-tracking strain measurements from cardiac magnetic resonance imaging [16]. In the current study, we aimed to evaluate echocardiography-based parameters as potential surrogates of RV diastolic function, to provide validation against the gold standard, Eed, and to define the clinical and prognostic impact of echocardiography-derived RV diastolic dysfunction.
Methods
Study design and population
Prospectively, we recruited consecutive patients with clinically suspected PH undergoing right heart catheterisation including PV loop assessment (ClinicalTrials.gov: NCT04663217). Inclusion and exclusion criteria are summarised in supplementary table S1. Patients with atrial fibrillation at the time of right heart catheterisation or echocardiography were excluded from further analysis owing to the varying cardiac cycle length and consequently limited comparability.
For survival analyses, we included all patients with PAH or chronic thromboembolic PH (CTEPH) enrolled between 2008 and 2018 in the prospectively recruiting Giessen PH Registry if echocardiographic data (lateral tricuspid annulus peak systolic velocity (S′) and right atrial area (RAA)) were available within 12 months after/before diagnosis [17]. Patients without PAH or CTEPH were excluded from the survival analyses. All included patients were followed up until January 2022. Survival time was censored at 60 months after diagnosis.
The PH diagnosis was made by a multidisciplinary board (including physicians, radiologists and surgeons) according to the guidelines applicable at the time of diagnosis [18, 19].
RV diastolic dysfunction was defined as either Eed above the third quartile or end-diastolic pressure (EDP) above the third quartile. There is no universally accepted definition of RV diastolic dysfunction. The initial validation of E/e′ for the detection of LV diastolic dysfunction primarily relied on LV EDP [20]. However, from a haemodynamic perspective, it is important to consider the end-diastolic pressure–volume relationship, including the β coefficient and the calculation of Eed, along with EDP. We therefore incorporated both Eed and EDP in our definition of RV diastolic dysfunction.
The investigation conformed with the Declaration of Helsinki and was approved by the ethics committee of the Faculty of Medicine at the University of Giessen. All participating patients gave written informed consent.
Right heart catheterisation and PV loop assessment
Right heart catheterisation was performed as previously described [21]. PV loops were obtained using a PV catheter positioned in the RV apex, with the Inca PV Loop System (CD Leycom, Hengelo, The Netherlands) for real-time visualisation (figure 1a). Eed was calculated offline as previously described [22]. In brief, Eed was calculated by a nonlinear fit of diastolic PV coordinates as P=α(eβV−1) (where P is pressure, V is volume and α is a curve-fitting parameter) through the diastolic portion of the PV loops (figure 1a). For each patient, a mean Eed value was determined from three to five separate PV loops.
Echocardiography
Echocardiography was performed using a Philips Epiq 7G Elite (Philips Healthcare, Best, Netherlands) according to current guidelines for right heart imaging [23–25]. Using pulsed wave (tissue Doppler) echocardiography, S′ and tricuspid E, A and e′ were determined in the apical four-chamber view (figure 1b). RAA was measured at end-systole in an apical four-chamber view (figure 1b) and indexed for body surface area (RAAi) based on recommendations for assessment of LV diastolic function [26]. Body surface area was calculated as suggested by Du Bois and Du Bois [27].
Inter- and intra-observer variability was calculated from repeated measurements of S′ and RAA by two investigators unaware of the clinical data and diagnoses in a random subset of patients (n=15).
External validation
External validation was performed in patients with PAH who underwent echocardiography at the Sapienza University of Rome.
Statistical analyses
Normality was assessed using the Shapiro–Wilk test (p<0.05 indicated non-normal distribution). Normal data are presented as mean±sd and non-normal data are presented as median (interquartile range) unless otherwise noted.
Differences between groups were assessed using chi-square tests for categorical data, t-tests for continuous normal data and Wilcoxon rank tests for continuous non-normal data. Spearman rho was used for correlation analyses.
Discriminatory power was determined by receiver operating characteristic (ROC) analysis using the R package pROC. As previously described, the Youden index was used to determine the optimal cut-off point [28].
Prognostic relevance was examined using univariate and multivariable Cox regression analyses. A priori, Schoenfeld residuals were assessed to confirm proportional hazard assumptions. The cut-off derived from the Youden index was used to classify patients into low and high RV myocardial stiffness groups. Survival was then compared between the two groups using Kaplan–Meier analyses and log-rank tests.
All analyses were performed with R Version 4.0 (The R Foundation, Vienna, Austria). p<0.05 was considered statistically significant.
Results
Baseline characteristics (prospective study cohort)
In total, 69 patients were screened in the prospective part of the study, of whom eight patients (12%) were excluded from further analysis owing to atrial fibrillation. Echocardiography was performed within 5 days before or after invasive diagnostics. Of the 61 included patients, 16 patients (26%) were diagnosed with PAH, five patients (8%) with PH due to left-sided heart disease (pulmonary venous hypertension) and 17 patients (28%) with CTEPH. In 23 cases (38%), PH was invasively ruled out by a mean pulmonary arterial pressure (mPAP) below 25 mmHg.
The median (IQR) age of the included patients was 66 (57–75) years and 40 patients (66%) were female. Median body mass index and mean body surface area were 29 (24–33) kg·m−2 and 1.4±0.3 m2, respectively. Baseline echocardiography, right heart catheterisation and conductance data are shown in table 1. The intra-rater intraclass correlation coefficient was 0.967 for S′ and 0.976 for RAA. The inter-rater intraclass correlation coefficient was 0.882 for S′ and 0.940 for RAA.
Echocardiographic surrogates of RV myocardial stiffness
First, we investigated the correlation of echocardiographic surrogates of RV diastolic dysfunction (deduced from echocardiographic measures of LV diastolic function) with Eed and EDP (supplementary figure S1). Tricuspid E/A and E/e′ did not correlate with Eed (p=0.49 and p=0.09, respectively). Tricuspid E/e′ showed a moderate correlation with EDP (Spearman ρ=0.38, p=0.003), while tricuspid E/A did not correlate significantly with EDP (p=0.74).
We therefore introduced the S′/RAAi ratio as a surrogate marker of diastolic function and stiffness. S′ did not correlate with RAAi (Spearman ρ=−0.06, p=0.65) and multivariable linear backward regression including S′, RAAi, RV end-diastolic area (EDA), RV end-systolic area (ESA) and tricuspid E/A ratio showed that only S′ and RAAi were independently associated with Eed. In line with these associations, the S′/RAAi ratio correlated moderately with Eed (Spearman ρ=−0.50, p<0.001, figure 2a). In addition, S′/RAAi correlated with EDP (Spearman rho=−0.49, p<0.001; figure 2b), the minimum derivative of the change in diastolic pressure over time (dP/dtmin; Spearman ρ=0.64, p<0.001; figure 2c), RV ESA (Spearman ρ=−0.62, p<0.001) and RV EDA (Spearman ρ=−0.51, p<0.001).
A comparison of patients with precapillary PH (PAH or CTEPH) with the rest of the study population showed significantly increased Eed and EDP in the group with precapillary PH (figure 3a and 3b). Consistent with these findings, the S′/RAAi ratio was significantly decreased in the group with precapillary PH (figure 3c). Age and sex had no effect on Eed, EDP and the S′/RAAi ratio, as shown in supplementary figure S2. We performed sensitivity analyses in patients with mPAP ≥25 mmHg (n=35). As in the overall cohort, S′/RAAi correlated moderately with Eed (Spearman ρ=−0.61, p<0.001), EDP (Spearman ρ=−0.52, p=0.002) and dP/dtmin (Spearman ρ=0.50, p=0.005).
S′/RAAi ratio for detection of diastolic dysfunction
Next, we compared different echocardiographic surrogates in terms of their ability to detect diastolic dysfunction. Diastolic dysfunction was defined as either Eed above the third quartile (>0.262 mmHg·mL−1) or EDP above the third quartile (>9 mmHg).
ROC analysis revealed a small area under the ROC curve (AUC) of tricuspid E/A and tricuspid E/e′ for detection of high Eed (0.505, 95% confidence interval (CI) 0.372–0.636, and 0.665, 95% CI 0.529–0.783, respectively). However, the S′/RAAi ratio showed an AUC of 0.913 (95% CI 0.839–0.986) (figure 4a). The Youden index revealed that the optimal threshold of S′/RAAi indicating increased diastolic stiffness was 0.81 m2·s−1·cm−1. Sensitivity and specificity of S′/RAAi were 92% and 78%, respectively, resulting in a negative predictive value of 98% and accuracy of 85%.
Consistent with this, direct comparison of tricuspid E/A, E/e′ and S′/RAAi ratios showed that S′/RAAi also had a substantially larger AUC for detection of diastolic dysfunction defined as EDP >9 mmHg (E/A: 0.525, 95% CI 0.323–0.727; E/e′: 0.750, 95% CI 0.612–0.888; S′/RAAi: 0.848, 95% CI 0.699–0.998; figure 4b). The optimal cut-off was again 0.81 m2·s−1·cm−1. Sensitivity, specificity and negative predictive values of S′/RAAi were 86%, 81% and 95%, respectively.
In addition, S′ and RAAi separately did not correlate as well as the new ratio with the gold standard, Eed (Spearman rho= −0.27, p=0.036 and Spearman rho=0.44, p<0.001, respectively). Correspondingly, the AUCs of S′ and RAAi for the detection of elevated Eed were smaller (0.686 (0.528–0.844) and 0.872 (0.759–0.986), respectively) than that of S′/RAAi.
In the prospective study population, a low S′/RAAi ratio (defined as S′/RAAi <0.81 m2·s−1·cm−1) was associated with increased mPAP and impaired cardiac index (table 1). Three-dimensional LV ejection fraction (EF), however, was not altered in patients with a low S′/RAAi ratio (60% versus 60%, p=0.79).
We performed a subgroup analysis in patients with mPAP >20 mmHg (the current definition of PH [29]; n=42). Even in this subgroup, S′/RAAi remained capable of distinguishing between patients with and without diastolic dysfunction defined either as Eed >0.262 mmHg·mL−1 (AUC 0.895, 95% CI 0.802–0.989) or as EDP >9 mmHg (AUC 0.829, 95% CI 0.673–0.985) (supplementary figure S3).
We also analysed the ratio of RV strain to RAAi in the whole prospective study population. RV strain/RAAi was able to distinguish diastolic dysfunction defined as Eed >0.262 mmHg·mL−1 (AUC 0.888, 95% CI 0.797–0.978) or EDP >9 mmHg (AUC 0.856, 95% CI 0.710–1.000) (supplementary figure S4).
S′/RAAi as a surrogate of diastolic RV function in patients with preserved systolic RV function
In a further analysis, we examined whether S′/RAAi is also associated with diastolic RV function in patients with preserved systolic RV function. Preserved RV systolic function was defined as 3D RV EF >50%, based on previous studies [30, 31]. Of the 21 relevant patients in our study population, three (14%) had an increased Eed. Notably, ROC analysis showed a large AUC (0.963 (0.882–1.000)) and high accuracy (95%) for the detection of RV diastolic dysfunction in patients with preserved RV systolic function.
Prognostic relevance of the S′/RAAi ratio in patients with precapillary PH
The prognostic significance of S′/RAAi was examined retrospectively in patients with PAH or CTEPH who were included in the Giessen PH Registry [17]. In total, 225 patients with available S′/RAAi were included in the survival analysis. The median time between the date of diagnosis and echocardiography was 4 (1–8) weeks. Baseline characteristics of the retrospective study cohort are shown in supplementary table S2.
Univariate Cox regression revealed an association of S′/RAAi (as a continuous variable) with mortality (hazard ratio (HR) 0.45, 95% CI 0.27–0.75), and an increased HR for mortality in patients with a low S′/RAAi ratio (HR 2.55, 95% CI 1.55–4.21; p<0.001). The concordance for the latter was 0.618±0.031 and the corresponding Schoenfeld plot is shown in supplementary figure S5. After adjustment for age and sex, the HR was 2.52 (95% CI 1.52–4.17; p<0.001). Accordingly, the Kaplan–Meier analysis showed significantly higher survival rates in patients with a high S′/RAAi ratio (defined as S′/RAAi ≥0.81 m2·s−1·cm−1) compared with those with a low S′/RAAi ratio (figure 5a; log-rank p<0.001). The 1-, 3- and 5-year survival rates were 93%, 85% and 80%, respectively, for patients with a high S′/RAAi ratio, and 75%, 61% and 57%, respectively, for patients with a low S′/RAAi ratio. Of note, the prognostic power of S′/RAAi was superior to those of tricuspid annular plane systolic excursion (TAPSE), pulmonary arterial systolic pressure (PASP), the TAPSE/PASP ratio, and pulmonary arterial acceleration time, as well as those of S′ and RAAi individually (supplementary table S3). Subgroup analysis in patients with PAH (n=117) showed that S′/RAAi is associated with prognosis in this subgroup of patients, as well as in the overall cohort (HR 2.77, 95% CI 1.54–4.98; p<0.001; Kaplan–Meier plot is shown in supplementary figure S6).
External validation was performed in a retrospective study cohort of 106 patients with PAH with a median age of 59 (50–70) years, of whom 28% were female. Baseline characteristics of the validation cohort are shown in supplementary table S4. Overall, 73 patients (69%) had a low S′/RAAi ratio indicating impaired diastolic function. Patients with a low S′/RAAi ratio were significantly older and had a significantly lower 6-min walk distance and higher New York Heart Association functional class than those with a high S′/RAAi ratio. Kaplan–Meier analysis revealed that survival of patients with a low S′/RAAi ratio was significantly impaired, compared with those with a high S′/RAAi ratio (figure 5b).
Discussion
Our study is the first to introduce and invasively validate the S′/RAAi ratio as an echocardiography-based surrogate parameter for RV diastolic function. The S′/RAAi ratio outperformed the currently used surrogates of RV diastolic stiffness and dysfunction in our study population and showed high discriminatory power for the detection of diastolic dysfunction as well as prognostic relevance. Importantly, the prognostic power of the S′/RAAi ratio was superior to that of the TAPSE/PASP ratio, which is widely acknowledged as a reliable prognostic parameter [4, 32] and is included in the current guidelines for risk assessment in PAH [29].
Diastolic dysfunction is caused by increased stiffness of myocardial sarcomeres due to decreased titin phosphorylation (among others) and/or enhanced interstitial fibrosis [7]. It results in increased RV diastolic filling pressure as the main reason for vena cava backflow during right atrial contraction [8]. Accordingly, vena cava backflow and subsequent end-organ damage are important prognostic biomarkers in patients with right heart insufficiency [8, 33]. However, it is crucial to detect patients at risk before congestion causes end-organ damage. Notably, in rats with monocrotaline-induced PH and in dogs with pulmonary artery banding, RV diastolic dysfunction was present even before RV systolic function was altered, highlighting the relevance of assessment of RV diastolic function [6, 34]. In patients with PH, RV diastolic stiffness is increased and associated with clinical worsening as well as prognosis [7, 11, 35]. Previous work by Vanderpool et al. [36] and Trip et al. [11] demonstrated the significance of RV diastolic dysfunction irrespective of RV systolic function, showing that RV–pulmonary arterial coupling alone cannot differentiate irreversible RV failure and non-response to treatment, whereas Eed provides discriminatory value. We employed Eed and EDP for the definition of RV diastolic dysfunction in our study to ensure that our analyses are sophisticated enough to define this complex phenotype appropriately.
In patients with left-sided heart failure, the mitral E/A and mitral E/e′ ratios are used to diagnose LV diastolic dysfunction [26]. We therefore evaluated whether their tricuspid equivalents (tricuspid E/A and tricuspid E/e′) correlate with gold-standard invasive parameters of RV diastolic function. Interestingly, despite their wide application, both tricuspid E/A and tricuspid E/e′ were not able to discriminate between preserved and impaired diastolic function.
Measurement of tissue Doppler-derived myocardial velocities has been commonly employed in recent decades. In 2000, a study showed that LV myocardial systolic velocity correlated strongly with interstitial fibrosis in patients with coronary artery disease who underwent transmural endomyocardial biopsy [14]. More recent studies showed alterations of LV myocardial systolic velocity in patients with metabolic syndrome and of S′ during simple aging [37, 38]. Again, LV myocardial systolic velocity was (indirectly) associated with fibrosis through its correlation with serum levels of transforming growth factor-β [38]. A recent study demonstrated that the stroke volume index/mitral S′ ratio may be superior to the mitral E/e′ ratio in assessing heart failure with preserved EF [39] and might serve as a parameter indicating diastolic dysfunction. Parameters widely used as measures of systolic function have been linked with impaired diastolic dysfunction [16]. Since increased myocardial stiffness and/or interstitial fibrosis are the main contributors to diastolic dysfunction, S′ may indeed be associated with RV diastolic function. Moreover, increased myocardial sarcomere stiffness and impaired diastolic filling of the right ventricle led to right atrial stress and eventual right atrial enlargement [8]. Right atrial function serves as a highly sensitive marker for changes in (diastolic) RV function, highlighting the importance of the right atrial–RV interaction. Notably, right atrial strain and RAAi have also been demonstrated to have prognostic relevance [40–44]. Altogether, these observations suggested a rationale for the utility of the ratio between S′ (as a marker of RV contractility, sarcomere function and fibrosis) and RAAi (as a marker for right atrial stress and increased RV diastolic filling pressure) for the detection of RV diastolic dysfunction. Although the RV strain/RAAi ratio was also able to discriminate diastolic dysfunction in our study, we chose not to utilise RV strain to ensure the simplicity and practicality of the chosen parameter.
In the present study, S′/RAAi showed appropriate correlations with PV loop-derived parameters of RV diastolic function including Eed as well as EDP and dP/dtmin. Notably, ROC analyses suggested that S′/RAAi can exclude diastolic dysfunction even in patients with preserved RV EF. S′ and RAAi, individually, did not perform as well as the new ratio for detecting RV diastolic dysfunction. Thus, S′/RAAi may be a new marker for RV diastolic (dys)function independent of RV systolic function. Further investigations in larger patient cohorts with preserved RV function, as defined by cardiac magnetic resonance imaging and/or 3D echocardiography, are needed to confirm this finding.
In a large cohort of patients with precapillary PH enrolled in the Giessen PH Registry as well as in an external validation cohort, S′/RAAi was associated with prognosis. Thus, S′/RAAi can be widely used for screening purposes as a surrogate marker of RV diastolic function. A high S′/RAAi ratio (≥0.81 m2·s−1·cm−1)) was able to exclude relevant RV diastolic dysfunction with high probability. Conversely, a low S′/RAAi ratio (<0.81 m2·s−1·cm−1) is a warning signal for clinicians for the need of in-depth examination and possibly further invasive diagnostics including conductance catheterisation.
Furthermore, in the study subgroup of patients with preserved RV EF, up to 15% showed signs of diastolic dysfunction. Thus, the results of our study lead to the hypothesis that RV systolic dysfunction is closely linked to RV diastolic dysfunction, but that RV diastolic dysfunction precedes systolic dysfunction and can even be present in an isolated manner. This study is therefore the first to validate in humans the previously described, comparable observation first made in rats and dogs [6, 34].
Limitations of our study are the inclusion only of patients with (suspected) PH, the exclusion of patients with group 3 PH, and the delay of up to 5 days between invasive and noninvasive assessment of RV diastolic function. Data regarding the tricuspid regurgitation phenotype (atrial versus ventricular), which can influence RAAi, were not available in the derivation cohort. Small cohort size, outliers and heterogeneity of the study population may lead to a further bias. Thus, further studies are warranted to investigate whether S′/RAAi can be used to assess RV diastolic function in other cohorts, including patient populations with group 3 PH.
Taken together, our results provide evidence for the usefulness of the echocardiography-derived S′/RAAi ratio for the noninvasive evaluation of RV diastolic function and prognosis in patients with PH.
Acknowledgements
Editorial assistance was provided by Claire Mulligan, PhD (Beacon Medical Communications Ltd, Brighton, UK), funded by the University of Giessen.
Footnotes
Provenance: Submitted article, peer reviewed.
Data sharing statement: The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.
Author contributions: A. Yogeswaran, Z.A. Rako, R. Badagliacca and K. Tello conceived the idea for the analyses detailed in this manuscript. All authors contributed to the design and data collection in the study. A. Yogeswaran and H. Gall undertook statistical analyses of the data in the manuscript. All authors contributed to drafting and critical review of the manuscript. All authors approved the manuscript for submission.
Conflicts of interest: A. Yogeswaran reports non-financial support from the University of Giessen during the conduct of the study, and personal fees from MSD outside the submitted work.
Conflicts of interest: Z.A. Rako and N.C. Kremer report non-financial support from the University of Giessen during the conduct of the study.
Conflicts of interest: S. Yildiz has no conflict of interest or disclosures.
Conflicts of interest: H.A. Ghofrani reports grants from the German Research Foundation and non-financial support from the University of Giessen during the conduct of the study, and personal fees from Bayer, Actelion, Pfizer, Merck, GSK, and Takeda, grants and personal fees from Novartis, Bayer HealthCare, and Encysive/Pfizer, and grants from Aires, the German Research Foundation, Excellence Cluster Cardio-pulmonary Research, and the German Ministry for Education and research outside the submitted work.
Conflicts of interest: W. Seeger reports grants from the German Research Foundation and non-financial support from the University of Giessen during the conduct of the study, and personal fees from Pfizer and Bayer Pharma AG outside the submitted work.
Conflicts of interest: B. Brito da Rocha has no conflict of interest and nothing to disclose.
Conflicts of interest: H. Gall reports grants from the German Research Foundation and non-financial support from the University of Giessen during the conduct of the study, and personal fees from Actelion, AstraZeneca, Bayer, BMS, GSK, Janssen-Cilag, Lilly, MSD, Novartis, OMT, Pfizer, and United Therapeutics outside the submitted work.
Conflicts of interest: P. Douschan, S. Papa, C.D. Vizza and D. Filomena have no conflict of interest or disclosures.
Conflicts of interest: R.J. Tedford reports no direct conflicts of interest related to this manuscript; he reports general disclosures to include consulting relationships with Medtronic, Abbott, Aria CV Inc., Acceleron, Alleviant, CareDx, Cytokinetics, Itamar, Edwards LifeSciences, Eidos Therapeutics, Lexicon Pharmaceuticals, and Gradient.
Conflicts of interest: R.J. Tedford is the national principal investigator for the RIGHT-FLOW clinical trial (Edwards), serves on a steering committee for Merck and Abbott as well as a research advisory board for Abiomed. He also does hemodynamic core lab work for Merck.
Conflicts of interest: R. Naeije has relationships with drug companies including AOP Orphan Pharmaceuticals, Johnson & Johnson, Lung Biotechnology Corporation, and United Therapeutics. In addition to being an investigator in trials involving these companies, relationships include consultancy service, research grants, and membership of scientific advisory boards.
Conflicts of interest: M.J. Richter reports grants from the German Research Foundation and non-financial support from the University of Giessen during the conduct of the study, and personal fees from Actelion, Bayer, Janssen-Cilag, MSD, OMT, Pfizer, and United Therapeutics outside the submitted work.
Conflicts of interest: R. Badagliacca received grants and personal fees from Ferrer, Dompè, AOP, United Therapeutics, MSD, Janssen, and Bayer outside the submitted work.
Conflicts of interest: K. Tello reports grants from the German Research Foundation and non-financial support from the University of Giessen during the conduct of the study, and personal fees from Actelion outside the submitted work.
Support statement: This work was supported by the Excellence Cluster Cardio-Pulmonary System (ECCPS) and the Collaborative Research Center (SFB) 1213 - Pulmonary Hypertension and Cor Pulmonale, grant number SFB1213/1, project B08 (German Research Foundation, Bonn, Germany). Funding information for this article has been deposited with the Crossref Funder Registry.
- Received April 7, 2023.
- Accepted June 26, 2023.
- Copyright ©The authors 2023
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