Development and Validation of Artificial Intelligence-Based Algorithms for Predicting the Segments Debulked by Rotational Atherectomy Using Intravascular Ultrasound Images.

We develop and evaluate an artificial intelligence (AI)-based algorithm that uses pre-rotation atherectomy (RA) intravascular ultrasound (IVUS) images to automatically predict regions debulked by RA. A total of 2106 IVUS cross-sections from 60 patients with de novo severely calcified coronary lesions who underwent IVUS-guided RA were consecutively collected. The 2 identical IVUS images of pre- and post-RA were merged, and the orientations of the debulked segments identified in the merged images were marked on the outer circle of each IVUS image. The AI model was developed based on ResNet (deep residual learning for image recognition). The architecture connected 36 fully connected layers, each corresponding to 1 of the 36 orientations segmented every 10°, to a single feature extractor. In each cross-sectional analysis, our AI model achieved an average sensitivity, specificity, positive predictive value, negative predictive value, and accuracy of 81%, 72%, 46%, 90%, and 75%, respectively. In conclusion, the AI-based algorithm can use information from pre-RA IVUS images to accurately predict regions debulked by RA and will assist interventional cardiologists in determining the treatment strategies for severely calcified coronary lesions.

The effect of an initial catheter ablation with an adjunctive ethanol infusion into the vein of Marshall on persistent atrial fibrillation.

INTRODUCTION: Some previous studies have reported that a first-step ethanol infusion into the vein of Marshall (EIVOM) with touch-up radiofrequency (RF) ablation can facilitate mitral isthmus (MI) block and improves the ablation outcomes in persistent atrial fibrillation (PeAF) patients. However, the effect of an initial RF ablation with an adjunctive EIVOM has not been fully investigated. METHODS: This study enrolled 233 PeAF patients undergoing pulmonary vein isolation and linear ablation including an MI, roof line, and cavotricuspid isthmus ablation. An EIVOM was performed when endocardial ablation with or without coronary sinus ablation failed to create MI block. RESULTS: Bidirectional MI block was achieved in 224 patients (96.1%). Among them, MI block was obtained by only RF ablation in 174/224 patients (77.7%) (RF group) and an adjunctive EIVOM was needed in 50/224 (22.3%) (EIVOM group). During the follow-up, 113 (64.9%) RF group patients were free from AF/atrial tachycardia compared to 41 (82.0%) EIVOM group patients (log-rank p = .045). In a multivariate Cox regression analysis, an adjunctive EIVOM was associated with a lower recurrence rate (hazard ratio = 0.39, 95% confidence interval = 0.17-0.78, p = .006). CONCLUSION: An initial RF ablation with an adjunctive EIVOM strategy improved MI ablation's acute success rate and was associated with better clinical outcomes.

Institutional Characteristics and Prognosis of Acute Myocardial Infarction With Cardiogenic Shock in Japan　- Analysis From the JROAD/JROAD-DPC Database.

BACKGROUND: The high mortality of acute myocardial infarction (AMI) with cardiogenic shock (i.e., Killip class IV AMI) remains a challenge in emergency cardiovascular care. This study aimed to examine institutional factors, including the number of JCS board-certified members, that are independently associated with the prognosis of Killip class IV AMI patients.Methods and Results:In the Japanese registry of all cardiac and vascular diseases-diagnosis procedure combination (JROAD-DPC) database (years 2012-2016), the 30-day mortality of Killip class IV AMI patients (n=21,823) was 42.3%. Multivariate analysis identified age, female sex, admission by ambulance, deep coma, and cardiac arrest as patient factors that were independently associated with higher 30-day mortality, and the numbers of JCS board-certified members and of intra-aortic balloon pumping (IABP) cases per year as institutional factors that were independently associated with lower mortality in Killip class IV patients, although IABP was associated with higher mortality in Killip classes I-III patients. Among hospitals with the highest quartile (≥9 JCS board-certified members), the 30-day mortality of Killip class IV patients was 37.4%. CONCLUSIONS: A higher numbers of JCS board-certified members was associated with better survival of Killip class IV AMI patients. This finding may provide a clue to optimizing local emergency medical services for better management of AMI patients in Japan.

Correction to: A superficial femoral artery calcification: insights from a multi-imaging modality assessment with computed tomography, electronic high-resolution angioscopy, and optical frequency domain imaging.

In the original publication of the article, the first author name "Yuji Nishimoto" was repeated in the author group.

Prognostic Value of Neurological Status on Hospital Arrival for Short-Term Outcome in Patients With Cardiovascular Shock　- Sub-analysis of the Japanese Circulation Society Cardiovascular Shock Registry.

BACKGROUND: Consciousness disturbance is one of the major clinical signs associated with shock state, but its prognostic value has not been previously evaluated in cardiovascular shock patients. We aimed to evaluate the prognostic value of neurological status for 30-day mortality in cardiovascular shock patients without out-of-hospital cardiac arrest (OHCA). Methods and Results: Patients with out-of-hospital onset cardiovascular shock were recruited from the Japanese Circulation Society Shock Registry. Neurological status upon hospital arrival was evaluated using the Japan Coma Scale (JCS). Patients were divided into 4 groups according to the JCS: alert, JCS 0; awake, JCS 1-3 (not fully alert but awake without any stimuli); arousable, JCS 10-30 (arousable with stimulation); and coma JCS 100-300 (unarousable). The primary endpoint was 30-day all-cause death. In total, 700 cardiovascular shock patients without OHCA were assessed. The coma group was associated with a higher incidence of 30-day all-cause death compared with other groups (alert, 15.3%; awake, 24.4%; arousable, 36.8%; coma, 48.5%, P<0.001). Similar trends were observed in etiologically divergent subgroups (acute coronary syndrome, non-ischemic arrhythmia, and aortic disease). On multivariate Cox regression analysis, arousable (hazard ratio [HR], 1.82; 95% CI: 1.16-2.85, P=0.009) and coma (HR, 2.72; 95% CI: 1.76-4.22, P<0.001) (reference: alert) independently predicted 30-day mortality. CONCLUSIONS: Neurological status upon hospital arrival was useful to predict 30-day mortality in cardiovascular shock patients without OHCA.

Clinical characteristics and prognostic factors in acute coronary syndrome patients complicated with cardiogenic shock in Japan: analysis from the Japanese Circulation Society Cardiovascular Shock Registry.

Cardiogenic shock frequently leads to death even with intensive treatment. Although the leading cause of cardiogenic shock is acute coronary syndrome (ACS), the clinical characteristics and the prognosis of ACS with cardiogenic shock in the present era still remain to be elucidated. We analyzed clinical characteristics and predictors of 30-day mortality in ACS with cardiogenic shock in Japan. The Japanese Circulation Society Cardiovascular Shock registry was a prospective, observational, multicenter, cohort study. Between May 2012 and June 2014, 495 ACS patients with cardiogenic shock were analyzed. The primary endpoint was 30-day all-cause mortality. The median [interquartile range; IQR] age was 71.0 [63.0, 80.0] years. The median [IQR] value of systolic blood pressure (SBP) and heart rate were 75.0 [50.0, 86.5] mm Hg and 65.0 [38.0, 98.0] bpm, respectively. Multivariable analysis showed an odds ratio (OR) of 4.76 (confidence intervals; CI 1.97-11.5, p < 0.001) in the lowest SBP category (< 50 mm Hg) for SBP ≥ 90 mm Hg. Moreover, age per 10 years increase (OR 1.38, CI 1.18-1.61, p = 0.002), deep coma (OR 3.49, CI 1.94-6.34, p < 0.001), congestive heart failure (OR 3.81, CI 2.04-7.59, p < 0.001) and left main trunk disease (LMTD) (OR 2.81, CI 1.55-5.10, p < 0.001) were independent predictors. Severe hypotension, older age, deep coma, congestive heart failure, and LMTD were independent unfavorable factors in ACS complicated by cardiogenic shock in Japan. A prompt assessment of high-risk patients referring to those predictors in emergency room could lead to appropriate treatment without delay.

The deeper the pouch is, the longer the radiofrequency duration and higher the radiofrequency energy needed-Cavotricuspid isthmus ablation using intracardiac echocardiography.

BACKGROUND: The aim of this study was to explore whether the pouch depth influenced the radiofrequency (RF) duration and total delivered RF energy for cavotricuspid isthmus (CTI) ablation and define the cutoff value for a deep pouch-specified ablation strategy. METHODS: This study included 94 atrial fibrillation (AF) patients (56 males, age 68 ± 8.0 years). With intracardiac echocardiography, the isthmus length and pouch depth were precisely measured. After a standard AF ablation, all patients underwent the CTI ablation along the lateral isthmus. If bidirectional block could not be achieved, the ablation catheter was deflected more than 90 degrees to ablate inside the pouch (knuckle-curve ablation). RESULTS: Seventy-two patients (76.6%) had a sub-Eustachian pouch. Bidirectional block could be achieved in all patients. By a univariate logistic regression analysis, only the pouch depth was significantly correlated with the RF duration (P = .005) and RF energy (P = .006). A multivariate logistic regression analysis also revealed the pouch depth was the sole factor that influenced the RF duration (P = .001) and RF energy (P = .001). Among the 72 patients, 21 patients needed a knuckle-curve ablation. Using a receiver operating characteristic curve, the optimal cutoff value of the pouch depth for a knuckle-curve ablation was 3.7 mm with a sensitivity of 90% and specificity of 69%. CONCLUSIONS: The sub-Eustachian pouch depth was the sole factor that influenced the RF duration and energy in the CTI ablation. If the pouch was deeper than 3.7 mm, a deep pouch-specified ablation strategy would be needed.

Intermittent infusions of carperitide or inotoropes in out-patients with advanced heart failure.

BACKGROUND: The ambulatory treatment of advanced heart failure (HF) with intermittent infusions of inotropes or natriuretic peptide chosen immediately before each infusion has not been described. METHODS: Between May 2005 and July 2009, we treated 11 patients presenting with advanced HF, who received a total of 369 infusions of carperitide, olprinone, dopamine, or dobutamine, once or twice weekly. The pharmaceutical was selected before each infusion based on the systolic blood pressure (BP). RESULTS: Carperitide, olprinone, and catecholamines were administered to 8 (73 infusions of 0.030±0.004µg/kg/min for 3.3±0.8h), 4 (18 infusions of 0.070±0.017µg/kg/min for 3.3±0.5h), and 6 patients (278 infusions of 3.6±1.9µg/kg/min for 2.8±1.0h), respectively. No adverse effect requiring cessation of infusion was observed. Over a mean follow-up of 29.3±28.8months (range 2-104), 4 patients died, all from cardiac causes. The Kaplan-Meier cumulative survival rate was 69.3% at 20 months (median follow-up). Compared with the pre-infusion period, the duration and number of hospitalizations for management of HF were decreased by 73.9% (p=0.017), and 51.9% (p=0.007), respectively, during the treatment period, and the overall medical costs by 56.9% (p=0.021). CONCLUSIONS: In this study population, intermittent drug infusions selected from inotropes or natriuretic peptide based on the baseline systolic BP significantly decreased the length and number of hospitalizations and costs, without increasing mortality. These results indicate that intermittent infusions might be one of the therapeutic options in advanced HF.

Serial measurements of high sensitive cardiac troponin I in patients with acutely decompensated heart failure treated with carperitide or nitrates.

BACKGROUND: In patients with acutely decompensated heart failure (ADHF), elevated serum concentration of cardiac troponin is an independent predictor of adverse cardiac events. In ADHF with a preserved systolic blood pressure, treatment with intravenous vasodilator is recommended. However, the effect of vasodilators on troponin concentrations has not been elucidated well. METHODS AND RESULTS: Serial high sensitive cardiac troponin I (hs-TnI) was measured in 36 patients presenting with ADHF and preserved systolic blood pressure, of whom 20 were treated with atrial natriuretic peptide (ANP) and 16 with nitrates. The concentrations of hs-TnI ranged from 0.069+/-0.114ng/ml at baseline to 0.076+/-0.121ng/ml at 5h, 0.062+/-0.106ng/ml at 1 day, and 0.056+/-0.089ng/ml at day 7 (n=36,ns). The relative change in hs-TnI between baseline and at 5h, day 1 and day 7 were 1.13+/-0.43, 0.95+/-0.44 and 0.93+/-0.64 in patients treated with ANP, and 1.02+/-0.19, 0.95+/-0.31 and 1.19+/-1.38 in patients treated with nitrates (ns; ANP versus nitrates). On day 7, a hs-TnI change, >20% decrease from baseline, was observed in 55% patients with ANP versus 56% patients with nitrates (ns). The cardiac event rates were similar in both groups. CONCLUSIONS: In ADHF patients with preserved systolic blood pressure, the administration of intravenous vasodilators did not decrease hs-TnI over the first 7 days. Treatments with ANP and nitrates were associated with similar short-term decreases in hs-TnI and long-term adverse cardiac events.

In patients with heart failure and non-ischemic heart disease, cardiac troponin T is a reliable predictor of long-term echocardiographic changes and adverse cardiac events.

BACKGROUND: The relationships between (1) serum concentration of cardiac troponin T (cTnT) and clinical hemodynamic profiles, (2) cTnT versus B-type natriuretic peptide (BNP) and long-term echocardiographic changes, and (3) cTnT versus BNP and echocardiographic changes, and rates of adverse cardiac events, have not been well elucidated. METHODS: Retrospective analysis of 100 consecutive patients with heart failure, left ventricular ejection fraction < 50%, and non-ischemic heart disease was performed. RESULTS: Baseline cTnT was > or = 0.01 ng/ml in 30 patients. By multiple variable logistic regression analysis, diabetes mellitus [DM; odds ratio (OR) 7.5; p=0.014], serum creatinine (OR 25.9; p=0.0157), and pulmonary capillary wedge pressure (PCWP; OR 1.12; p=0.0214) were independent predictors of baseline elevation of cTnT. At a follow-up of 40.6+/-20.6 months, echocardiograms and cTnT and BNP measurements were available in 93 patients, of whom 23 experienced an adverse cardiac event. By multiple variable analyses, elevated cTnT at follow-up was negatively correlated with echocardiographic improvements in cardiac function (OR 0.10; p=0.019), and was a significant predictor of adverse cardiac events after adjustment for covariables, including follow-up BNP and echocardiographic changes (hazard ratio 5.6; p=0.0046). CONCLUSIONS: DM, serum creatinine, and PCWP were correlated with elevated baseline serum cTnT concentrations. cTnT concentration during follow-up might be a surrogate marker of heart failure.

The clinical and hemodynamic factors that influence the concentrations of biomarkers of myocyte injury measured by high sensitive assay PATHFAST.

BACKGROUND: Subclinical myocyte injury plays an important role in the progression of congestive heart failure. However, the clinical and hemodynamic factors that influence the concentrations of biomarkers of myocyte injury have not been clarified. METHODS: Blood was sampled during diagnostic cardiac catheterization from 108 consecutive patients without acute coronary syndrome and acute cardiac decompensation. The serum concentrations of B-type natriuretic peptide (BNP), cardiac troponin I (cTnI), creatine kinase (CK)-MB, and myoglobin were measured simultaneously by high sensitive PATHFAST assay. Single and multiple variable regression analyses were carried out in search of correlations between clinical and hemodynamic variables and concentrations of biomarkers. RESULTS: By multiple variable analysis, hemoglobin concentration, pulmonary capillary wedge pressure (PCWP), left ventricular (LV) ejection fraction, and estimated glomerular filtration rate (GFR) were independently correlated with a BNP concentration ≥ median 72.1 pg/ml. The only factors independently correlated with a concentration of cTnI ≥ median 0.01 ng/ml were PCWP and estimated GFR. Cardiac index emerged as a single, powerful, independent correlate of CK-MB concentration ≥ median 0.66 ng/ml, and estimated GFR emerged as a single independent correlate of myoglobin concentration ≥ median 40.1 ng/ml. CONCLUSIONS: Clinical and hemodynamic factors influence the concentrations of BNP, cTnI, CK-MB, and myoglobin. These factors should be considered when interpreting the concentrations of these biochemical markers.