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1.
J Am Heart Assoc ; 11(17): e025143, 2022 09 06.
Article in English | MEDLINE | ID: mdl-36062610

ABSTRACT

Background Recognition of precapillary pulmonary hypertension (PH) has significant implications for patient management. However, the low a priori chance to find this rare condition in community hospitals may create a barrier against performing a right heart catheterization (RHC). This could result in misclassification of PH and delayed diagnosis/treatment of precapillary PH. Therefore, we investigated patient characteristics and echocardiographic parameters associated with the decision whether to perform an RHC in patients with incident PH in 12 Dutch community hospitals. Methods and Results In total, 275 patients were included from the OPTICS (Optimizing PH Diagnostic Network in Community Hospitals) registry, a prospective cohort study with patients with incident PH; 157 patients were diagnosed with RHC (34 chronic thromboembolic PH, 38 pulmonary arterial hypertension, 81 postcapillary PH, 4 miscellaneous PH), while 118 patients were labeled as probable postcapillary PH without hemodynamic confirmation. Multivariable analysis showed that older age (>60 years), left ventricular diastolic dysfunction grade 2-3, left atrial dilatation were independently associated with the decision to not perform an RHC, while presence of prior venous thromboembolic events or pulmonary arterial hypertension-associated conditions, right atrial dilatation, and tricuspid regurgitation velocity ≥3.7 m/s favor an RHC performance. Conclusions Older age and echocardiographic parameters of left heart disease were independently associated with the decision to not perform an RHC, while presence of prior venous thromboembolic events or pulmonary arterial hypertension-associated conditions, right atrial dilation, and severe PH on echocardiography favored an RHC performance. As such, especially elderly patients may be at an increased risk of diagnostic delays and missed diagnoses of treatable precapillary PH, which could lead to a worse prognosis.


Subject(s)
Hypertension, Pulmonary , Pulmonary Arterial Hypertension , Aged , Cardiac Catheterization/adverse effects , Familial Primary Pulmonary Hypertension , Hospitals, Community , Humans , Hypertension, Pulmonary/diagnosis , Hypertension, Pulmonary/epidemiology , Hypertension, Pulmonary/etiology , Prospective Studies
2.
Ann Am Thorac Soc ; 19(10): 1650-1660, 2022 10.
Article in English | MEDLINE | ID: mdl-35537078

ABSTRACT

Rationale: Pulmonary hypertension encompasses progressive disorders leading to right ventricular dysfunction and early death. Late detection is an important cause of poor clinical outcomes. However, biomarkers that accurately predict the presence of pulmonary hypertension are currently lacking. Objectives: In this study, we provide evidence that blood platelets contain a distinctive ribonucleic acid (RNA) profile that may be exploited for the detection of pulmonary hypertension. Methods: Blood platelet RNA was isolated prospectively from 177 prevalent patients with different subtypes of pulmonary hypertension as well as 195 control subjects clinically not suspected of pulmonary hypertension. Sequencing libraries were created using SMARTer (Switching Mechanism at 5' end of RNA Template) copy desoxyribonucleic acid amplification and sequenced on the Illumina High Throughput Sequencing platform. RNA-sequencing reads were mapped to the human reference genome, and intron-spanning spliced RNA reads were selected. Differential spliced RNA panels were calculated by analysis of variance statistics. A particle swarm optimization-enhanced classification algorithm was built employing a development (n = 213 samples) and independent validation series (n = 159 samples). Results: We detected a total of 4,014 different RNAs in blood platelets from patients with pulmonary hypertension (n = 177) and asymptomatic control subjects (n = 195). Gene ontology analysis revealed enhanced RNA concentrations for genes related to RNA processing, translation, and mitochondrial function. A particle swarm optimization-selected RNA panel of 408 distinctive differentially spliced RNAs mediated detection of pulmonary hypertension with 93% sensitivity, 62% specificity, 77% accuracy, 0.89 (95% confidence interval, 0.83-0.93) area under the curve, and a negative predictive value of 91% in the independent validation series. The prediction score was independent of age, sex, smoking, pulmonary hypertension subtype, and the use of pulmonary hypertension-specific medication or anticoagulants. Conclusions: A platelet RNA panel may accurately discriminate patients with pulmonary hypertension from asymptomatic control subjects. In the light of current diagnostic delays, this study is the starting point for further development and evaluation of a platelet RNA-based blood test to ultimately improve early diagnosis and clinical outcomes in patients with pulmonary hypertension.


Subject(s)
Blood Platelets , Hypertension, Pulmonary , Anticoagulants , Biomarkers , Humans , Hypertension, Pulmonary/diagnosis , Hypertension, Pulmonary/genetics , RNA/genetics
3.
J Am Heart Assoc ; 9(15): e015992, 2020 08 04.
Article in English | MEDLINE | ID: mdl-32750312

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.


Subject(s)
Hypertension, Pulmonary/physiopathology , Pulmonary Wedge Pressure , Ventricular Dysfunction, Left/physiopathology , Aged , Female , Humans , Hypertension, Pulmonary/diagnosis , Logistic Models , Male , Middle Aged , ROC Curve , Retrospective Studies , Risk Assessment/methods , Risk Factors , Ventricular Dysfunction, Left/diagnosis
4.
J Card Fail ; 26(1): 26-34, 2020 Jan.
Article in English | MEDLINE | ID: mdl-31394199

ABSTRACT

BACKGROUND: Drugs approved for pulmonary arterial hypertension have been considered for patients with heart failure with preserved ejection fraction and combined post- and precapillary pulmonary hypertension (Cpc-PH). We aimed to study changes in cardiac volumes, cardiac load and left ventricular (LV) filling pressures in patients with heart failure with preserved ejection fraction and Cpc-PH in response to pulmonary arterial hypertension-specific treatment. METHODS AND RESULTS: In this prospective study, 23 patients with heart failure with preserved ejection fraction and Cpc-PH underwent right-heart catheterization, including acute provocation testing (fluid loading and inhaled nitric oxide) and cardiac MRI at baseline. Right-heart catheterization and cardiac MRI were repeated after 4 months of treatment. At baseline, acutely increasing preload by fluid loading resulted in a significant increase in pulmonary arterial wedge pressure (PAWP), whereas reducing right ventricular (RV) afterload and increasing LV distensability by acute administration of inhaled nitric oxide had no effect on PAWP. After 4 months of treatment, we observed a significant reduction in RV and LV afterload and increased RV and LV stroke volume, but PAWP significantly increased. CONCLUSIONS: In patients with heart failure with preserved ejection fraction and Cpc-PH, 4 months of pulmonary arterial hypertension-specific treatment increased RV and LV stroke volume at the expense of increased PAWP. This increase in PAWP was similarly observed acutely after fluid loading.


Subject(s)
Heart Failure/diagnostic imaging , Heart Failure/drug therapy , Hemodynamics/physiology , Hypertension, Pulmonary/diagnostic imaging , Hypertension, Pulmonary/drug therapy , Stroke Volume/physiology , Adrenergic beta-Antagonists/administration & dosage , Aged , Aged, 80 and over , Capillaries/physiopathology , Cohort Studies , Diuretics/administration & dosage , Drug Therapy, Combination , Female , Heart Failure/physiopathology , Hemodynamics/drug effects , Humans , Hypertension, Pulmonary/physiopathology , Magnetic Resonance Imaging, Cine/methods , Male , Middle Aged , Prospective Studies , Stroke Volume/drug effects , Treatment Outcome
5.
Cancer Cell ; 32(2): 238-252.e9, 2017 08 14.
Article in English | MEDLINE | ID: mdl-28810146

ABSTRACT

Blood-based liquid biopsies, including tumor-educated blood platelets (TEPs), have emerged as promising biomarker sources for non-invasive detection of cancer. Here we demonstrate that particle-swarm optimization (PSO)-enhanced algorithms enable efficient selection of RNA biomarker panels from platelet RNA-sequencing libraries (n = 779). This resulted in accurate TEP-based detection of early- and late-stage non-small-cell lung cancer (n = 518 late-stage validation cohort, accuracy, 88%; AUC, 0.94; 95% CI, 0.92-0.96; p < 0.001; n = 106 early-stage validation cohort, accuracy, 81%; AUC, 0.89; 95% CI, 0.83-0.95; p < 0.001), independent of age of the individuals, smoking habits, whole-blood storage time, and various inflammatory conditions. PSO enabled selection of gene panels to diagnose cancer from TEPs, suggesting that swarm intelligence may also benefit the optimization of diagnostics readout of other liquid biopsy biosources.


Subject(s)
Algorithms , Artificial Intelligence , Blood Platelets/physiology , Carcinoma, Non-Small-Cell Lung/diagnosis , Diagnosis, Computer-Assisted/methods , Lung Neoplasms/diagnosis , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/genetics , Cohort Studies , Female , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Humans , Inflammation/blood , Inflammation/diagnosis , Inflammation/genetics , Lung Neoplasms/blood , Lung Neoplasms/genetics , Male , Middle Aged , Support Vector Machine
6.
Eur Respir J ; 49(6)2017 06.
Article in English | MEDLINE | ID: mdl-28663315

ABSTRACT

In pulmonary arterial hypertension (PAH), upfront combination therapy is associated with better clinical outcomes and a greater reduction in N-terminal pro-brain natriuretic peptide (NT-proBNP) than monotherapy. NT-proBNP levels reflect right ventricular (RV) wall stress, which increases when the right ventricle dilates. This study explored the impact of upfront combination therapy on RV volumes compared with monotherapy in PAH patients.This retrospective study involved 80 incident PAH patients (New York Heart Association class II and III) who were treated with upfront combination therapy (n=35) (i.e. endothelin receptor antagonists (ERAs) plus phosphodiesterase-5-inhibitors (PDE5Is)) or monotherapy (n=45) (i.e. either ERAs or PDE5Is). All patients underwent right-sided heart catheterisation and cardiac magnetic resonance imaging at baseline and after 1-year follow-up.Combination therapy resulted in more significant reductions in pulmonary vascular resistance and pulmonary pressures than monotherapy. NT-proBNP was decreased by ∼77% in the combination therapy group compared with a ∼51% reduction after monotherapy (p<0.001). RV volumes and calculated RV wall stress improved after combination therapy (both p<0.001) but remained unchanged after monotherapy (both p=NS). RV ejection fraction improved more in the combination therapy group than in the monotherapy group (p<0.001).In PAH patients, upfront combination therapy was associated with improved RV volumes.


Subject(s)
Heart Ventricles/pathology , Hypertension, Pulmonary/drug therapy , Hypertension, Pulmonary/physiopathology , Ventricular Function, Right/drug effects , Adult , Aged , Cardiac Catheterization , Drug Therapy, Combination , Endothelin Receptor Antagonists/therapeutic use , Female , Heart Ventricles/diagnostic imaging , Humans , Linear Models , Magnetic Resonance Imaging , Male , Middle Aged , Natriuretic Peptide, Brain/blood , Netherlands , Peptide Fragments/blood , Phosphodiesterase 5 Inhibitors/therapeutic use , Retrospective Studies , Stroke Volume , Vascular Resistance/drug effects
7.
Int J Cardiol ; 223: 723-728, 2016 11 15.
Article in English | MEDLINE | ID: mdl-27573596

ABSTRACT

BACKGROUND/OBJECTIVES: Assessing atrial sizes by routine non-gated CT-angiography (CTA) could be of value in discriminating between pulmonary hypertension (PH) due to heart failure with preserved ejection fraction (HFpEF) and idiopathic pulmonary arterial hypertension (IPAH). We aimed to determine how left (LA) and right atrial (RA) sizes on non-gated CTA can help discriminate between these patients. METHODS AND RESULTS: In an initial study, CMR was used in 15 IPAH and 15 PH-HFpEF patients to determine LA- and RA size throughout the cardiac cycle. While significant variations were noted in LA size over the cardiac cycle, the calculated ratio of left over right atrial size (LA/RA ratio) remained stable in both groups and discriminated between PH-HFpEF and IPAH. In a second study, routine non-gated CTA was used to validate the diagnostic use of a LA/RA ratio in 95 consecutive treatment-naive patients with a final diagnosis of either IPAH (n=64) or PH-HFpEF (n=31). ROC analyses were conducted to determine the discriminative properties of atrial size parameters. On a transversal view, LA size was 19cm2 (±5) in the IPAH group versus 27cm2 (±6) in the PH-HFpEF group (p<0.001). CTA derived LA/RA ratio was significantly higher in PH-HFpEF patients compared to IPAH patients and had good discriminative abilities (AUC=0.833). CONCLUSIONS: Assessing LA/RA size ratio by non-gated CTA allows for accurate discrimination between PH-HFpEF and IPAH patients. Because CTA is often available in the early diagnostic work-up, a LA/RA size ratio may guide clinical and diagnostic decision-making, even before invasive hemodynamic measurements.


Subject(s)
Atrial Function, Left/physiology , Computed Tomography Angiography/methods , Familial Primary Pulmonary Hypertension/diagnosis , Heart Atria/diagnostic imaging , Heart Failure/diagnosis , Aged , Familial Primary Pulmonary Hypertension/physiopathology , Female , Follow-Up Studies , Heart Atria/physiopathology , Heart Failure/etiology , Heart Failure/physiopathology , Humans , Magnetic Resonance Imaging, Cine , Male , Middle Aged , Retrospective Studies , Stroke Volume , Ventricular Function, Left
8.
Pediatr Res ; 72(6): 641-8, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23037874

ABSTRACT

BACKGROUND: Our aim was to determine functional outcome of very preterm-born and small-for-gestational-age (SGA) children as compared with matched controls at school age. METHODS: We included 28 very preterm SGA children (GA <32 wk, birth weight (BW) <10th percentile), born in 2000-2001. We also included 28 very preterm but appropriate-for-gestational-age (AGA) children, matched for GA, gender, and birth year, as controls. We assessed motor skills, intelligence quotient (IQ), attention, verbal memory, visual perception, visuomotor integration, executive functioning, and behavior of both sets of children at school age. RESULTS: The SGA children had a median GA of 29.7 wk and BW of 888 g, whereas the controls had a median GA of 29.4 wk and BW of 1,163 g. At 8.6 y, the median total IQ of the SGA children was 94 as compared with 95 in the controls (not significant). Performance IQ was significantly lower in SGA children (89 vs. 95, P = 0.043), whereas verbal IQ was not (95 vs. 95). Total motor skills (P = 0.048) and fine motor skills (P = 0.021) were worse in SGA children. Furthermore, SGA children scored lower on selective attention (P = 0.026) and visual perception (P = 0.025). Other scores did not differ significantly between groups. CONCLUSION: The differences we found between the groups were small. This suggests that the impaired functioning of very preterm-born SGA children is attributable to their having been born very preterm rather than to being SGA.


Subject(s)
Infant, Premature , Infant, Small for Gestational Age , Case-Control Studies , Female , Humans , Infant, Newborn , Male
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