Deep Learning Models for Predicting Left Heart Abnormalities From Single-Lead Electrocardiogram for the Development of Wearable Devices.

BACKGROUND: Left heart abnormalities are risk factors for heart failure. However, echocardiography is not always available. Electrocardiograms (ECGs), which are now available from wearable devices, have the potential to detect these abnormalities. Nevertheless, whether a model can detect left heart abnormalities from single Lead I ECG data remains unclear.Methods and Results: We developed Lead I ECG models to detect low ejection fraction (EF), wall motion abnormality, left ventricular hypertrophy (LVH), left ventricular dilatation, and left atrial dilatation. We used a dataset comprising 229,439 paired sets of ECG and echocardiography data from 8 facilities, and validated the model using external verification with data from 2 facilities. The area under the receiver operating characteristic curves of our model was 0.913 for low EF, 0.832 for wall motion abnormality, 0.797 for LVH, 0.838 for left ventricular dilatation, and 0.802 for left atrial dilatation. In interpretation tests with 12 cardiologists, the accuracy of the model was 78.3% for low EF and 68.3% for LVH. Compared with cardiologists who read the 12-lead ECGs, the model's performance was superior for LVH and similar for low EF. CONCLUSIONS: From a multicenter study dataset, we developed models to predict left heart abnormalities using Lead I on the ECG. The Lead I ECG models show superior or equivalent performance to cardiologists using 12-lead ECGs.

Selexipag for the treatment of chronic thromboembolic pulmonary hypertension.

BACKGROUND: Treatment options for inoperable chronic thromboembolic pulmonary hypertension (CTEPH) remain limited. Selexipag, an oral selective IP prostacyclin receptor agonist approved for pulmonary arterial hypertension, is a potential treatment option for CTEPH. METHODS: In this multicentre, randomised, double-blind, placebo-controlled study, 78 Japanese patients with inoperable CTEPH or persistent/recurrent pulmonary hypertension after pulmonary endarterectomy and/or balloon pulmonary angioplasty were randomly assigned to receive placebo or selexipag. The primary end-point was the change in pulmonary vascular resistance (PVR) from baseline to week 20. Secondary end-points were changes in other haemodynamic parameters: 6-min walk distance (6MWD), Borg dyspnoea scale score, World Health Organization (WHO) functional class, EuroQol five-dimension five-level tool and N-terminal pro-brain natriuretic peptide. RESULTS: The change in PVR was -98.2±111.3 dyn·s·cm-5 and -4.6±163.6 dyn·s·cm-5 in the selexipag and placebo groups, respectively (mean difference -93.5 dyn·s·cm-5; 95% CI -156.8 to -30.3; p=0.006). The changes in cardiac index (p<0.001) and Borg dyspnoea scale score (p=0.036) were also significantly improved over placebo. 6MWD and WHO functional class were not significantly improved. The common adverse events in the selexipag group corresponded to those generally observed following administration of a prostacyclin analogue. CONCLUSION: Selexipag significantly improved PVR and other haemodynamic variables in patients with CTEPH, although exercise capacity remained unchanged. Further large-scale investigation is necessary to prove the role of selexipag in CTEPH.

Association between infectious event and de novo malignancy after heart transplantation.

The aim of the study was to investigate the incidence of and risk factors for de novo malignancy after heart transplantation (HTx) in a single center. We assessed 102 consecutive patients who received HTx and were followed-up in our center regularly for > 1 year from June 2006 to May 2018. We investigated the incidence of and risk factors for de novo malignancy. The cumulative incidence of each malignancy type during the follow-up period was one (0.98%) for skin cancer, four (3.92%) for nonskin solid organ cancer, and six (5.88%) for posttransplant lymphoproliferative disorder (PTLD). The percentage of patients with more than one infectious event ≤ 1 year after HTx was higher in the malignancy group than in the non-malignancy group. Furthermore, Kaplan-Meier analysis revealed that the incidence rate of infectious events was higher in patients with malignancies than in those without (log-rank P < 0.001). After dividing malignancies into a PTLD group and a solid organ malignancy group, we found that negative Epstein-Barr virus serostatus, cytomegalovirus-positive antigenemia, and the occurrence of any viral or gastrointestinal infectious event at ≤ 1 year were more frequent in patients with PTLD than in patients without it. The survival rate was significantly lower for patients with solid organ malignancy than for patients without malignancy. In conclusion, there was a correlation between infectious events and de novo malignancy, particularly in patients with PTLD. We should confirm this finding by conducting a larger cohort study.

Fractional exhaled nitric oxide in adult congenital heart disease.

BACKGROUND: Fractional exhaled nitric oxide levels are related to various clinical diseases. This study investigated the associations between the clinical characteristics and the level of fractional exhaled nitric oxide in patients with adult congenital heart disease. METHODS AND RESULTS: Fractional exhaled nitric oxide values were measured in 30 adult patients with stable congenital heart disease who had undergone right heart catheterization and 17 healthy individuals (controls). There was no significant difference in fractional exhaled nitric oxide values between patients with congenital heart disease and healthy controls. Depending on whether their fractional exhaled nitric oxide values were above or below the median value, patients with congenital heart disease were divided into two groups (low vs. high fractional exhaled nitric oxide groups). The relationship between fractional exhaled nitric oxide values and clinical characteristics was investigated. There was a higher percentage of patients with cyanosis in the low fractional exhaled nitric oxide group (50%) than in the high fractional exhaled nitric oxide group (7.1%). There was no significant difference in right heart catheterization data between the low and high fractional exhaled nitric oxide groups. The fractional exhaled nitric oxide value was correlated to the number of neutrophils in patients with cyanosis (r = 0.84 (N = 8), p = 0.005). CONCLUSIONS: In this cohort of patients with adult congenital heart disease, lower levels of fractional exhaled nitric oxide corresponded to the presence of cyanosis.

Significant impact of left ventricular assist device models on the value of flow-mediated dilation: effects of LVAD on endothelial function.

The precise physiological changes associated with the use of left ventricular assist device (LVAD) are not well characterized. We examined the impact of changes in hemodynamic state using LVAD on endothelial function. We measured flow-mediated vasodilation (FMD) to evaluate endothelial vasodilator function of the brachial artery in 53 patients (dilated cardiomyopathy: 39, ischemic cardiomyopathy: 4, and others: 10) with an implanted LVAD (DuraHeart, EVAHEART, or HeartMate II). We found that FMD value in the HeartMateII LVAD group (9.3% ± 2.9%) was significantly higher than those in the other two groups (EVAHEART: 6.7% ± 2.8% and DuraHeart: 6.2% ± 4.0%). Other factors that affected the FMD value were age (r = - 0.31, p = 0.026), Brinkman index (r = - 0.30, p = 0.029); however, aortic opening, aortic regurgitation, and other hemodynamic parameters such as cardiac index or pulmonary capillary wedge pressure did not correlate with FMD. Multivariate analyses revealed that the difference among the LVAD models most significantly affected the FMD values after adjusting for age and smoking status (t = 2.6, p = 0.014). Event free survival rate of death and cerebral infarction was not significantly different according to the value of FMD. The difference among the LVAD groups most significantly affected the state of endothelial function and it had more impact than other clinical factors.

Novel Balloon Pulmonary Angioplasty Technique for Chronic Thromboembolic Pulmonary Hypertension.

This study aimed to clarify the usefulness of the Ikari-curve left (IL) guiding catheter for balloon pulmonary angioplasty (BPA).The current BPA strategy for chronic thromboembolic pulmonary hypertension is dilation of as many branches as possible to normalize hemodynamics and oxygenation. The shape of the guiding catheter is a major factor in achieving this. However, conventional guiding catheters are difficult to introduce into particular branches. The IL guiding catheter may be suitable; however, its utility remains unclear.We retrospectively analyzed 202 consecutive BPA sessions of 40 patients from November 2016 to October 2019 and divided these sessions into two groups: the IL group where the IL guiding catheter was used and the non-IL group where other catheters were utilized. The occurrence of lung injury was determined by the presence of bloody sputum. We compared the rates of successful introduction into target vessels and assessed for the occurrence of lung injury.The average age of enrolled patients was 60.3 ± 14.4 years, with females comprising 65%. There were 99 sessions in the IL group. The median treated branches per session differed between the 2 groups (IL group: 15 versus non-IL group: 10, P < 0.05). The occurrence of lung injury was lower in the IL group (4.0% versus 11.7%, P = 0.07). The IL group had more successful vessel insertions than the non-IL group (78.8% versus 42.7%, P < 0.01).The IL guiding catheter may be introduced into branches that cannot be accessed by conventional guiding catheters.

Characteristics of Pulmonary Arterial Hypertension in Patients with Systemic Sclerosis and Anticentriole Autoantibodies.

Anticentriole autoantibodies-positive systemic sclerosis (SSc) has been reported to develop pulmonary arterial hypertension (PAH) at a high rate. In this report, we describe two patients with anticentriole antibodies-positive SSc-PAH who were treated with pulmonary vasodilators. Both cases were elderly women with poor physical conditions and clinical findings of SSc. Case 1 was resistant to combination therapy with pulmonary vasodilators; in Case 2, hemodynamic improvement was obtained by upfront combination therapy at an early stage. Because anticentriole antibodies-positive SSc-PAH rapidly deteriorates, careful hemodynamic observation and timely aggressive use of pulmonary vasodilators should be considered.

Erratum: Characteristics of Pulmonary Arterial Hypertension in Patients with Systemic Sclerosis and Anticentriole Autoantibodies.

The errors in the following list appeared in the article titled "Characteristics of Pulmonary Arterial Hypertension in Patients with Systemic Sclerosis and Anticentriole Autoantibodies" by Hisataka Maki, Kana Kubota, Masaru Hatano, Shun Minatsuki, Eisuke Amiya, Ayumi Yoshizaki, Yoshihide Asano, Hiroyuki Morita, Shinichi Sato, Issei Komuro (Vol 61, No.2, 413-418, 2020).

The Clinical Efficacy of Endothelin Receptor Antagonists in Patients with Pulmonary Arterial Hypertension.

Therapeutic strategies for pulmonary arterial hypertension (PAH) have made remarkable progress over the last two decades. Currently, 3 types of drugs can be used to treat PAH; prostacyclins, phosphodiesterase 5 inhibitors, and endothelin receptor antagonists (ERA). In Japan, the first generation ERA bosentan was reimbursed in 2005, following which the 2nd generation ERAs ambrisentan and macitentan were reimbursed in 2009 and 2015, respectively. The efficacy of each ERA on hemodynamics in PAH patients remains to be elucidated. The aims of this study were to evaluate the hemodynamic effects of ERAs and compare these effects among each generation of ERAs.We retrospectively examined the clinical parameters of 42 PAH patients who were prescribed an ERA (15 bosentan, 12 ambrisentan, and 15 macitentan) and who underwent a hemodynamic examination before and after ERA introduction at our institution from January 2007 to July 2019.In a total of 42 patients, mean pulmonary arterial pressure (mPAP) and pulmonary vascular resistance (PVR) were significantly decreased and cardiac index was significantly increased after ERA introduction (P < 0.001) and the World Health Organization-Functional class (WHO-Fc) was significantly improved after ERA introduction (P = 0.005). Next, in a comparison between 1st and 2nd generation ERAs, 2nd generation ERAs were found to have brought about greater improvements in hemodynamic parameters (mPAP and PVR. P < 0.01), heart rate, brain natriuretic peptide, arterial oxygen saturation, and mixed venous oxygen saturation than the 1st generation ERA bosentan.We conclude that all ERAs could successfully improve the hemodynamics of PAH patients and that the newer generation ERAs, ambrisentan and macitentan, seemed to be preferable to bosentan.

Clinical impact of newly developed atrial fibrillation complicated with longstanding ventricular fibrillation during left ventricular assist device support: A case report.

BACKGROUND: Continuous-flow left ventricular assist devices (LVADs) improve survival and morbidity in patients with stage D heart failure. Management of LVADs for longer durations is necessary in some clinical settings, and a better understanding of the hemodynamics of patients using LVADs is warranted. Arrhythmia, including atrial (AA) and ventricular (VAs) arrhythmias, is a modifying factor of hemodynamics that is highly prevalent among patients with LVADs. However, the clinical impact of arrhythmias in various clinical settings in patients with LVAD, in which the hemodynamic load is likely to present as worsening of right heart failure, remains to be completely elucidated. CASE PRESENTATION: We describe the case of a patient under sustained ventricular fibrillation for extraordinarily long duration who was stabilized using LVAD support and in whom newly developed atrial fibrillation led to a significant worsening of right heart failure while using an LVAD. CONCLUSION: This case demonstrates the substantial clinical impact of AAs in the management of right heart failure using an LVAD.

Analysis of Oxygenation in Chronic Thromboembolic Pulmonary Hypertension Using Dead Space Ratio and Intrapulmonary Shunt Ratio.

Current therapeutic methods for chronic thromboembolic pulmonary hypertension (CTEPH) can improve hemodynamic status and are expected to improve prognoses. However, some patients experience dyspnea during effort and continue supplemental oxygenation despite their hemodynamic status being fully improved. Considering the pathogenesis of CTEPH, the dead space and intrapulmonary shunt are assumed to be responsible for hypoxia in CTEPH, but their contributions are unclear. It is also unclear whether they are improved after treatment. The aim of this study was to investigate the implications of the dead space ratio (DSR) and the intrapulmonary shunt ratio (ISR) for hypoxia in CTEPH and treatment for CTEPH.We retrospectively measured the DSR and ISR of 23 consecutive patients with CTEPH. For 11 of these 23 (10 were treated by balloon pulmonary angioplasty, one with riociguat), we also measured these parameters before and after CTEPH treatments. Overall, the DSR and ISR were abnormally elevated (DSR: 0.63 ± 0.06; ISR: 0.20 ± 0.05). After treatment, mean pulmonary artery pressure was improved (from 40.3 ± 8.1 to 25.5 ± 2.7 mmHg). Although atrial oxygen saturation (SaO2), DSR and ISR were improved (SaO2: from 90.2 ± 3.2 to 93.7 ± 1.8%; DSR: from 0.64 ± 0.06 to 0.58 ± 0.05; ISR: from 0.20 ± 0.04 to 0.18 ± 0.02), these improvements were slight compared with that of mean pulmonary artery pressure.The DSR and ISR were abnormally elevated in patients with CTEPH and their improvement by treatment was limited. Only DSR can be a useful marker for normalization of hypoxia in CTEPH.

Murine Model of Pulmonary Artery Overflow Vasculopathy Revealed Macrophage Accumulation in the Lung.

Chronic thromboembolic pulmonary hypertension (CTEPH) develops as a consequence of unresolved pulmonary embolism or clots in the pulmonary arteries. The obstruction not only reduces the area of the pulmonary vascular bed, but also elicits high pressure and high shear stress in the spared unobstructed arteries. Subsequent overflow of the small pulmonary arteries induces vascular remodeling, termed as overflow vasculopathy (OV). While the development of OV significantly contributes to the occurrence of pulmonary hypertension, its precise molecular mechanisms are yet to be determined.We established a novel murine pulmonary artery OV (PAOV) model, in which we resected left lung and induced redistribution of the cardiac output to the remaining pulmonary artery of the right lung. At 21 days after operation, mice showed an increase in the vascular media area, indicating the development of pulmonary arterial remodeling. In addition, right ventricular hypertrophy was detected in the PAOV model. Intriguingly, marked accumulation of F4/80-positive monocytes/macrophages was visualized in high-flow arteries, implying the role of an inflammatory process in the pathogenesis of overflow-induced vascular remodeling.

Detection of Pulmonary Hypertension with Systolic Pressure Estimated by Doppler Echocardiography.

Pulmonary hypertension (PH) is defined as a mean pulmonary artery pressure (PAP) ≥ 25 mmHg at rest as assessed by right heart catheterization (RHC), and Doppler-derived systolic PAP (sPAPECHO) or tricuspid regurgitation pressure gradient (TRPG) is widely used to screen for PH. However, the cutoff value of sPAPECHO or TRPG for detecting a mean PAP ≥ 25 mmHg that was determined invasively has not been well defined.We studied 189 patients who underwent RHC. Echocardiography was performed within 24 hours of invasive evaluation, and sPAPECHO was defined as the TRPG with right atrial pressure estimated on the basis of the current guideline.From the receiver operating characteristic (ROC) curve analysis, the optimal sPAPECHO, and TRPG cutoffs for detecting PH were 41 mmHg (sensitivity, 92%; specificity, 91%; area under the curve = 0.95) and 36 mmHg (sensitivity, 90%; specificity, 93%; area under the curve = 0.95), respectively. The area under the TRPG ROC curve was similar to the area under the sPAPECHO ROC curve.Given that Doppler echocardiography is required to accurately detect PH rather than to accurately estimate systolic PAP, our results provide useful information with regard to screening patients for PH and recommending further investigations on PH.

Correction to: High-intensity aerobic interval training can lead to improvement in skeletal muscle power among in-hospital patients with advanced heart failure.

In the original publication of the article, the unit of hand in Fig. 2 was wrongly given as "N/kg" instead of "kg".

High-intensity aerobic interval training can lead to improvement in skeletal muscle power among in-hospital patients with advanced heart failure.

This study investigated the effectiveness and safety of interval training during in-hospital treatment of patients with advanced heart failure. Twenty-four consecutive patients with advanced symptomatic heart failure who were referred for cardiac transplant evaluation were recruited. After performing aerobic exercise for approximate intensity, high-intensity interval training (HIIT) was performed. The protocol consisted of 3 or 4 sessions of 1-min high-intensity exercise aimed at 80% of peak VO2 or 80% heart rate reserve, followed by 4-min recovery periods of low intensity. In addition to the necessary laboratory data, hand grip strength and knee extensor strength were evaluated at the start of exercise training and both at the start and the end of HIIT. Knee extensor strength was standardized by body weight. The BNP level at the start of exercise training was 432 (812) pg/mL and it significantly decreased to 254 (400) pg/mL (p < 0.001) at the end of HIIT. Hand grip strength did not change during course. By contrast, knee extensor strength significantly increased during HIIT [4.42 ± 1.43 â†’ 5.28 ± 1.45 N/kg, p < 0.001], whereas the improvement of knee extensor strength was not significant from the start of exercise training to the start of HIIT. In addition, the change in knee extensor strength during HIIT was significantly associated with the hemoglobin A1c level at the start of exercise (R = - 0.55; p = 0.015). HIIT has a positive impact on skeletal muscle strength among in-hospital patients with advanced heart failure.

Clinically Worsening Chronic Thromboembolic Pulmonary Hypertension by Riociguat After Balloon Pulmonary Angioplasty.

Riociguat, a soluble guanylate cyclase stimulator, induces pulmonary artery dilatation through blood flow and is effective in treating chronic thromboembolic pulmonary hypertension (CTEPH). There are two types of vasculopathies in CTEPH based upon its location, in other words, proximal or distal to the thrombus-medicated obstruction. Distal vasculopathy is characterized by intrapulmonary shunts due to diminished blood flow. While other therapeutic interventions for CTEPH including pulmonary endarterectomy and balloon pulmonary angioplasty achieve reperfusion to the distal vasculopathy vessels, the effects of riociguat on distal vasculopathy vessels remain undetermined. Herein, we describe a case of a 66-year-old woman who exhibited deterioration of mean pulmonary artery pressure and exercise tolerance after a 4-month treatment with riociguat. She received balloon pulmonary angioplasty prior to riociguat administration. Her lung perfusion scintigraphy and pulmonary angiography findings did not change over the course of treatment. Notably, after the discontinuation of riociguat, her clinical values returned to their levels prior to riociguat administration. Her intrapulmonary shunt ratio followed a similar course as her hemodynamic status. We demonstrate that riociguat can deteriorate hemodynamic status, which may mediate the dilatation of intrapulmonary shunts. We should perform close monitoring of symptoms and hemodynamic status after riociguat administration, especially in patients in whom the reperfused DVs occurred due to invasive treatment.

Effectiveness of Nitroglycerin in Managing Subacute Lung Bleeding Induced by Balloon Pulmonary Angioplasty.

Lung bleeding (LB) and hemoptysis is a common but life-threating complication of balloon pulmonary angioplasty (BPA) for chronic thromboembolic pulmonary hypertension. LBs related to BPA mostly occur acutely during BPA session. Therefore, it can usually be managed with occlusion balloon or other catheter-based approaches. While LB also develops subacutely after BPA session, the pharmacological option to subacute LB is currently limited. Here, we present a case of subacute LB which can be managed with intravenous administration of nitroglycerin. Nitrate mediated venous dilation can be an effective therapeutic option in managing LB and hemoptysis after BPA session.

The Structure of a Chronic Total Occlusion and Its Safe Treatment in a Patient with Chronic Thromboembolic Pulmonary Hypertension.

A pouching defect, which is a type of angiographic classification in chronic thromboembolic pulmonary hypertension (CTEPH), is equivalent to a chronic total occlusion (CTO). Thus far, treating CTO involves high risk of the lung bleeding and is difficult because the structure and treating strategy have not been clarified, yet treating it has great potential to improve hemodynamic status and ventilation perfusion mismatch. Here, we describe a case of successfully treated the CTO. In this case, we treated it safely by two balloon pulmonary angiography (BPA) sessions. In first session, the surface of the CTO was partially broken by the catheter. However, the distal vessels of it were not observed. Pulmonary angiogram was performed 4 months later, the distal vessels of CTO were observed. This lesion was no longer the CTO, we performed BPA safely and pulmonary arterial pressure was improved dramatically. Furthermore, pulmonary angiogram revealed the surface of the CTO has a cap which is comprised of cross-aggregation of organized thrombi. Partial breakage of the cap is a key to recanalization of the CTO, even if the distal vessels were not seen in same BPA session.

Cardiac Sarcoidosis Diagnosed by Incidental Lymph Node Biopsy.

Cardiac involvement in systemic sarcoidosis sometimes provokes life-threatening ventricular tachyarrhythmia. Steroid administration is one of the fundamental anti-arrhythmia therapies. For an indication of steroid therapy, a definitive diagnosis of sarcoidosis is required.1) However, cases that are clearly suspected of cardiac sarcoidosis based on their clinical courses sometimes do not meet the current diagnostic criteria and result in the loss of an appropriate opportunity to perform steroid therapy.Here we report a case that was diagnosed as sarcoidosis by incidental biopsy of an inguinal lymph node during cardiac resuscitation for cardiac tamponade.2) While the inguinal lymph node was not swollen on computed tomography, a specimen obtained from an incidental biopsy during the exposure of a femoral vessel for the establishment of extracorporeal cardio-pulmonary resuscitation showed a non-caseating granuloma.This findings suggest a non-swelling lymph node biopsy might be an alternative strategy for the diagnosis for sarcoidosis if other standard strategies do not result in a diagnosis of sarcoidosis.