ABSTRACT
AIMS: The aim of the EMPA-AHF trial is to clarify whether early initiation of a sodium-glucose co-transporter 2 inhibitor before clinical stabilization is safe and beneficial for patients with acute heart failure (AHF) who are at a high risk of adverse events. METHODS: The EMPA-AHF trial is a randomized, double-blind, placebo-controlled, multicentre trial examining the efficacy and safety of early initiation of empagliflozin (10 mg once daily). In total, 500 patients admitted for AHF will be randomized 1:1 to either empagliflozin 10 mg daily or placebo at 47 sites in Japan. Study entry requires hospitalization for AHF with dyspnoea, signs of volume overload, elevated natriuretic peptide, and at least one of the following criteria: estimated glomerular filtration rate <60 mL/min/1.73 m2; already taking ≥40 mg of furosemide daily before hospitalization; and urine output of <300 mL within 2 hours after an adequate dose of intravenous furosemide. Patients will be randomized within 12 hours of hospital presentation, with treatment continued up to 90 days. The primary outcome is the clinical benefit of empagliflozin on the win ratio for a hierarchical composite endpoint consisting of death within 90 days, heart failure rehospitalization within 90 days, worsening heart failure during hospitalization, and urine output within 48 hours after treatment initiation. CONCLUSION: The EMPA-AHF trial is the first to evaluate the efficacy and safety of early initiation of empagliflozin in patients with AHF considered to be at high risk under conventional treatment.
Subject(s)
Diabetes Mellitus, Type 2 , Heart Failure , Sodium-Glucose Transporter 2 Inhibitors , Symporters , Humans , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Treatment Outcome , Furosemide , Heart Failure/drug therapy , Heart Failure/chemically induced , Symporters/therapeutic use , Glucose/therapeutic use , Sodium , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/drug therapy , Double-Blind MethodABSTRACT
BACKGROUND: Non-contrast T1 hypointense infarct cores (ICs) within infarcted myocardium detected using cardiac magnetic resonance imaging (CMR) T1 mapping may help assess the severity of left ventricular (LV) injury. However, because the relationship of ICs with chronic LV reverse remodeling (LVRR) is unknown, this study aimed to clarify it.MethodsâandâResults: We enrolled patients with reperfused AMI who underwent baseline CMR on day-7 post-primary percutaneous coronary intervention (n=109) and 12-month follow-up CMR (n=94). Correlations between ICs and chronic LVRR (end-systolic volume decrease ≥15% at 12-month follow-up from baseline CMR) were investigated. We detected 52 (47.7%) ICs on baseline CMR by non-contrast-T1 mapping. LVRR was found in 52.1% of patients with reperfused AMI at 12-month follow-up. Patients with ICs demonstrated higher peak creatine kinase levels, higher B-type natriuretic peptide levels at discharge, lower LV ejection fraction at discharge, and lower incidence of LVRR than those without ICs (26.5% vs. 73.3%, P<0.001) at follow-up. Multivariate logistic regression analysis showed that the presence of ICs was an independent and the strongest negative predictor for LVRR at 12-month follow-up (hazard ratio: 0.087, 95% confidence interval: 0.017-0.459, P=0.004). Peak creatine kinase levels, native T1 values at myocardial edema, and myocardial salvaged indices also correlated with ICs. CONCLUSIONS: ICs detected by non-contrast-T1 mapping with 3.0-T CMR were an independent negative predictor of LVRR in patients with reperfused AMI.
Subject(s)
Myocardial Infarction , Humans , Myocardial Infarction/diagnostic imaging , Myocardial Infarction/therapy , Myocardial Infarction/pathology , Ventricular Remodeling , Ventricular Function, Left , Stroke Volume , Myocardium/pathology , Creatine Kinase , Magnetic Resonance Imaging, Cine , Predictive Value of Tests , Treatment OutcomeABSTRACT
BACKGROUND: Optical coherence tomography (OCT) has the potential to characterize the detailed morphology of calcified coronary plaques. This study examined the prognostic impact of calcified plaque morphology in patients with coronary artery calcification (CAC) who underwent newer-generation drug-eluting stent (DES) implantation.MethodsâandâResults:In all, 251 patients with moderate to severe CAC who underwent OCT-guided DES implantation were reviewed retrospectively and divided into 3 groups according to OCT findings of the target lesion: 25 patients (10.0%) with calcified nodules (CN), 69 patients (27.5%) with calcified protrusion (CP) without CN, and 157 patients (62.5%) with superficial calcific sheet (SC) without CN and CP. The primary endpoint was major adverse cardiac events (MACE), defined as a composite of cardiac death, myocardial infarction, and target lesion revascularization (TLR). Kaplan-Meier survival analysis revealed that, among the 3 groups, the rates of MACE-free survival (log-rank test, P=0.0117), myocardial infarction (log-rank test, P=0.0103), and TLR (log-rank test, P=0.0455) were significantly worse in patients with CN. Multivariate Cox proportional hazards analysis demonstrated that CN was an independent predictor of MACE (hazard ratio 4.41; 95% confidence interval 1.63-10.8; P=0.0047). CONCLUSIONS: Target lesion CN was associated with higher cardiac event rates in patients who underwent newer-generation DES implantation for lesions with moderate to severe CAC.
Subject(s)
Coronary Artery Disease , Drug-Eluting Stents , Myocardial Infarction , Percutaneous Coronary Intervention , Plaque, Atherosclerotic , Coronary Angiography , Coronary Artery Disease/diagnostic imaging , Coronary Artery Disease/surgery , Drug-Eluting Stents/adverse effects , Humans , Myocardial Infarction/etiology , Percutaneous Coronary Intervention/adverse effects , Plaque, Atherosclerotic/diagnostic imaging , Plaque, Atherosclerotic/etiology , Prognosis , Retrospective Studies , Tomography, Optical Coherence , Treatment OutcomeABSTRACT
BACKGROUND: The association between unfavorable post-stent optical coherence tomography (OCT) findings and subsequent stent thrombosis (ST) remains unclear. This study investigated the ST-related characteristics of post-stent OCT findings at index percutaneous coronary intervention (PCI).MethodsâandâResults:Fifteen patients with ST onset after OCT-guided PCI (ST group) were retrospectively enrolled. Post-stent OCT findings in the ST group were compared with those in 70 consecutive patients (reference group) without acute coronary syndrome onset for at least 5 years after OCT-guided PCI. The incidence of acute myocardial infarction (AMI) was higher in the ST than reference group (60.0% vs. 17.1%, respectively; P=0.0005). The incidence of incomplete stent apposition (93.3% vs. 55.7%; P=0.0064), irregular protrusion (IP; 93.3% vs. 62.8%; P=0.0214), and thrombus (93.3% vs. 51.4%; P=0.0028) was significantly higher in the ST than reference group. The maximum median (interquartile range) IP arc was significantly larger in the ST than reference group (265° [217°-360°] vs. 128° [81.4°-212°], respectively; P<0.0001). In AMI patients, the incidence of a maximum IP arc >180° was significantly higher in the ST than reference group (100% vs. 58.3%, respectively; P=0.0265). CONCLUSIONS: IP with a large arc was a significant feature on post-stent OCT in patients with ST.
Subject(s)
Coronary Thrombosis , Percutaneous Coronary Intervention , Stents , Coronary Angiography , Coronary Thrombosis/diagnostic imaging , Coronary Thrombosis/etiology , Coronary Vessels/diagnostic imaging , Humans , Myocardial Infarction , Percutaneous Coronary Intervention/adverse effects , Retrospective Studies , Stents/adverse effects , Thrombosis , Tomography, Optical Coherence , Treatment OutcomeABSTRACT
The 4-Fr catheter system is not recommended for invasive functional assessment of coronary artery stenosis, because it tends to distort the aortic waveform. This study aimed to identify the incidence of aortic waveform distortion and a feasible method for correct diagnosis of coronary artery stenosis with a 4-Fr catheter. We retrospectively investigated 178 lesions with intermediate coronary artery stenosis. Non-hyperemic distal coronary artery pressure (Pd) and aortic pressure (Pa) were measured with a 4-Fr diagnostic or 6-Fr guiding catheter before and after saline flush. The mean Pd/mean Pa (Pd/Pa) and instantaneous wave-free ratio (iFR) were calculated before and after flushing. We compared the effect of flushing on the changes in Pd/Pa and iFR between the 4-Fr diagnostic and 6-Fr guiding catheters. Using the 4-Fr diagnostic catheter, there was a significant decrease in incidence of aortic waveform distortion from 42.0% (47 lesions) before flushing to 1.8% (2 lesions) after flushing (p < 0.001); the incidence was only 3.0% before saline flush and decreased to 0% after saline flush when using the 6-Fr guiding catheter. The presence of aortic waveform distortion influenced the iFR when the 4-Fr system was used. Functional measurements with the 4-Fr diagnostic catheter require adequate saline flush to remove the influence of aortic waveform distortion.
Subject(s)
Cardiac Catheterization/methods , Coronary Angiography/methods , Coronary Stenosis/physiopathology , Fractional Flow Reserve, Myocardial/physiology , Aged , Coronary Stenosis/diagnosis , Coronary Vessels/physiopathology , Female , Follow-Up Studies , Humans , Male , ROC Curve , Retrospective Studies , Severity of Illness IndexABSTRACT
PURPOSE: Single-incision laparoscopic surgery has recently received more attention. We developed a novel simple technique of gasless transumbilical single-incisional laparoscopic-assisted appendectomy (TUSILAA) and retrospectively analyzed our initial experience. METHODS: TUSILAA has been attempted in 50 consecutive patients with acute appendicitis. The vertical incision through the umbilicus was used for laparoscopic access and the abdominal wall was lifted by a Kent retractor set system. RESULTS: Our technique was successful in 45 out of 50 (90 %) patients. The median operating time was 59 min (range 35-140). The median length of postoperative hospital stay was 4 days (range 2-12). None of the cases were converted to open appendectomy. There were no perioperative surgical complications. CONCLUSIONS: Our novel technique, gasless TUSILAA, is safe and feasible with acceptable operative time and excellent cosmetic result. Furthermore, this procedure has the advantage of cost-effectiveness since any disposable instruments including trocars, staplers, or expensive devices are not required. Therefore, this could be used as the first-choice surgical procedure for selected patients with uncomplicated acute appendicitis.
Subject(s)
Appendectomy/methods , Appendicitis/surgery , Laparoscopy/methods , Umbilicus/surgery , Adolescent , Adult , Aged , Appendectomy/instrumentation , Child , Female , Humans , Laparoscopy/instrumentation , Length of Stay , Male , Middle Aged , Operative Time , Retrospective Studies , Treatment Outcome , Young AdultABSTRACT
BACKGROUND: Although a tool for sharing patient prognosis among all medical staff is desirable in heart failure (HF) cases, only a few simple HF prognostic scores are available. We previously presented the A2B score, a simple user-friendly HF risk score, and validated it in a small single-center cohort. In the present study, we validated it in a larger nationwide cohort. METHODS AND RESULTS: We examined the 2-year mortality in relation to the A2B scores in 3483 patients from a Japanese nationwide cohort and attempted to stratify their prognoses according to the scores. The A2B score was determined by assigning points for age, anemia, and brain natriuretic peptide (BNP) level at discharge: age (<65 years, 0; 65-74 years, 1; ≥75 years, 2), anemia (hemoglobin ≥12 g/dL, 0; 10-11.9 g/dL, 1; <10 g/dL, 2), and BNP (<200 pg/mL, 0; 200-499 pg/mL, 1; ≥500 pg/mL, 2). Hemoglobin and BNP levels were applied to the data at discharge. The 2-year survival rates for A2B scores 1, 2, 3, 4, 5, and 6 were 94.1%, 83.2%, 74.1%, 63.5%, 51.6%, and 41.5%, respectively; the mortality rate increased by ≈10% for each point increase (c-index, 0.702). The A2B score was applicable in HF cases with reduced or preserved ejection fraction and remained useful when BNP was substituted with N-terminal proBNP (c-index, 0.749, 0.676, and 0.682, respectively). CONCLUSIONS: The A2B score showed a good prognostic value for HF in a large population even when BNP was replaced with N-terminal proBNP.
Subject(s)
Anemia , Heart Failure , Humans , Aged , Japan/epidemiology , Natriuretic Peptide, Brain , Heart Failure/diagnosis , Prognosis , Anemia/diagnosis , Hemoglobins , Peptide Fragments , BiomarkersABSTRACT
This study aimed to evaluate the prognostic impact and predictors of persistent renal dysfunction in acute kidney injury (AKI) after an emergency percutaneous coronary intervention (PCI) for acute myocardial infarction (AMI). A total of 877 patients who underwent emergency PCI for AMI were examined. AKI was defined as serum creatinine (SCr) ≥ 0.3 mg/dL or ≥ 50% from baseline within 48 h after PCI. Persistent AKI was defined as residual impairment of SCr ≥ 0.3 mg/dL or ≥ 50% from baseline 1 month after the procedure. The primary outcome was the composite endpoints of death, myocardial infarction, hospitalization for heart failure, stroke, and dialysis. AKI and persistent AKI were observed in 82 (9.4%) and 25 (2.9%) patients, respectively. Multivariate Cox proportional hazards analysis demonstrated that persistent AKI, but not transient AKI, was an independent predictor of primary outcome (hazard ratio, 4.99; 95% confidence interval, 2.30-10.8; P < 0.001). Age > 75 years, left ventricular ejection fraction < 40%, a high maximum creatinine phosphokinase MB level, and bleeding after PCI were independently associated with persistent AKI. Persistent AKI was independently associated with worse clinical outcomes in patients who underwent emergency PCI for AMI. Advanced age, poor cardiac function, large myocardial necrosis, and bleeding were predictors of persistent AKI.
Subject(s)
Acute Kidney Injury , Myocardial Infarction , Percutaneous Coronary Intervention , Humans , Aged , Prognosis , Percutaneous Coronary Intervention/adverse effects , Stroke Volume , Contrast Media/adverse effects , Risk Factors , Ventricular Function, Left , Myocardial Infarction/etiology , Creatinine , Retrospective StudiesABSTRACT
BACKGROUND: Hypochloremia is a risk factor for poor outcomes in patients with acute heart failure (AHF). However, the changes in serum chloride levels during decongestion therapy and their impact on prognosis remain unknown. METHODS: In total, 2798 patients with AHF were retrospectively studied and divided into four groups according to their admission and discharge serum chloride levels: (1) normochloremia (n=2,192, 78%); (2) treatment-associated hypochloremia, defined as admission normochloremia with a subsequent decrease (<98 mEq/L) during hospitalization (n=335, 12%); (3) resolved hypochloremia, defined as admission hypochloremia that disappeared at discharge (n=128, 5%); (4) persistent hypochloremia, defined as chloride <98 mEq/L at admission and discharge (n = 143, 5%). The primary outcome was all-cause death, and the secondary outcomes were cardiovascular death and a composite of cardiovascular death and rehospitalization for heart failure after discharge. RESULTS: The mean age was 76 ± 12 years and 1584 (57%) patients were men. The mean left ventricular ejection fraction was 46 ± 16%. During a median follow-up period of 365 days, persistent hypochloremia was associated with an increased risk of all-cause death (adjusted hazard ratio [95% confidence interval]: 2.27 [1.53-3.37], p < 0.001), cardiovascular death (2.38 [1.46-3.87], p < 0.001), and a composite of cardiovascular death and heart failure rehospitalization (1.47 [1.06-2.06], p = 0.022). However, the outcomes were comparable between patients with resolved hypochloremia and normochloremia. CONCLUSIONS: Persistent hypochloremia was associated with worse clinical outcomes, while resolved hypochloremia and normochloremia showed a comparable prognosis. Changes in serum chloride levels can help identify patients with poor prognoses and can be used to determine subsequent treatment strategies.
Subject(s)
Chlorides , Heart Failure , Male , Humans , Middle Aged , Aged , Aged, 80 and over , Female , Stroke Volume , Biomarkers , Retrospective Studies , Acute Disease , Ventricular Function, Left , Prognosis , Heart Failure/diagnosis , Heart Failure/therapyABSTRACT
Background The fractional excretion of urea nitrogen (FEUN) has been used as a renal blood flow index related to cardiac output, and the estimated plasma volume status (ePVS) as a body fluid volume index. However, the usefulness of their combination in acute decompensated heart failure (HF) management is unclear. We investigated the effect of 4 hemodynamic categories according to the high and low FEUN and ePVS values at discharge on the long-term prognosis of patients with acute decompensated HF. Methods and Results Between April 2011 and December 2018, we retrospectively identified 466 patients with acute decompensated HF with FEUN and ePVS values at discharge. Primary end point was postdischarge all-cause death. Secondary end points were (1) the composite of all-cause death and HF readmission, and (2) HF readmission in a time-to-event analysis. The patients were divided into 4 groups according to the high/low FEUN (≥35%, <35%) and ePVS (>5.5%, ≤5.5%) values at discharge: high-FEUN/low-ePVS, high-FEUN/high-ePVS, low-FEUN/low-ePVS, and low-FEUN/high-ePVS groups. During a median follow-up period of 28.1 months, there were 173 all-cause deaths (37.1%), 83 cardiovascular deaths (17.8%), and 121 HF readmissions (26.0%). The Kaplan-Meier curve analysis showed that the high-FEUN/low-ePVS group had a better prognosis than the other groups (log-rank test, P<0.001). In the multivariable Cox regression analysis, the low-FEUN/high-ePVS group had a higher mortality than the high-FEUN/low-ePVS group (hazard ratio, 2.92 [95% CIs, 1.73-4.92; P<0.001]). Conclusions The new classification of the 4 hemodynamic profiles using the FEUN and ePVS values may play an important role in improving outcomes in patients with stable acute decompensated HF.
Subject(s)
Body Fluids , Heart Failure , Humans , Plasma Volume/physiology , Retrospective Studies , Aftercare , Patient Discharge , Prognosis , Urea , NitrogenABSTRACT
BACKGROUND: Several guidelines recommend the measurement of N-terminal pro-B-type natriuretic peptide (NT-proBNP) to diagnose heart failure (HF); however, no screening criteria for measuring NT-proBNP in asymptomatic patients exist. We develop/validate a clinical prediction model for elevated NT-proBNP to support clinical outpatient decision-making. METHODS: In this multicenter cohort study, we used a derivation cohort (24 facilities) from 2017 to 2021 and a validation cohort at one facility from 2020 to 2021. Patients were aged ≥65â¯years with at least one risk factor of HF. The primary endpoint was NT-proBNP ≥125â¯pg/mL. The final model was selected using backward stepwise logistic regression analysis. Diagnostic performance was evaluated for sensitivity and specificity, the area under the curve (AUC), and calibration. In total, 1645 patients (derivation cohort, nâ¯=â¯837; validation cohort, nâ¯=â¯808) were included, of whom 378 (23.0â¯%) had NT-proBNP ≥125â¯pg/mL. Body mass index, age, systolic blood pressure, estimated glomerular filtration rate, cardiothoracic ratio, and heart disease were used as predictors and aggregated into a BASE-CH score of 0-11 points. RESULTS: Internal validation resulted in an AUC of 0.74 and an external validation AUC of 0.70. CONCLUSIONS: Based on available clinical and laboratory variables, we developed and validated a new risk score to predict NT-proBNP ≥125â¯pg/mL in patients at risk for HF or with pre-HF.
Subject(s)
Heart Failure , Natriuretic Peptide, Brain , Humans , Cohort Studies , Models, Statistical , Prognosis , Heart Failure/diagnosis , Peptide Fragments , BiomarkersABSTRACT
BACKGROUND: Risk stratification is important in patients with acute heart failure (AHF), and a simple risk score that accurately predicts mortality is needed. The aim of this study is to develop a user-friendly risk-prediction model using a machine-learning method. METHODS: A machine-learning-based risk model using least absolute shrinkage and selection operator (LASSO) regression was developed by identifying predictors of in-hospital mortality in the derivation cohort (REALITY-AHF), and its performance was externally validated in the validation cohort (NARA-HF) and compared with two pre-existing risk models: the Get With The Guidelines risk score incorporating brain natriuretic peptide and hypochloremia (GWTG-BNP-Cl-RS) and the acute decompensated heart failure national registry risk (ADHERE). RESULTS: In-hospital deaths in the derivation and validation cohorts were 76 (5.1â¯%) and 61 (4.9â¯%), respectively. The risk score comprised four variables (systolic blood pressure, blood urea nitrogen, serum chloride, and C-reactive protein) and was developed according to the results of the LASSO regression weighting the coefficient for selected variables using a logistic regression model (4â¯V-RS). Even though 4â¯V-RS comprised fewer variables, in the validation cohort, it showed a higher area under the receiver operating characteristic curve (AUC) than the ADHERE risk model (AUC, 0.783 vs. 0.740; pâ¯=â¯0.059) and a significant improvement in net reclassification (0.359; 95â¯% CI, 0.10-0.67; pâ¯=â¯0.006). 4â¯V-RS performed similarly to GWTG-BNP-Cl-RS in terms of discrimination (AUC, 0.783 vs. 0.759; pâ¯=â¯0.426) and net reclassification (0.176; 95â¯% CI, -0.08-0.43; pâ¯=â¯0.178). CONCLUSIONS: The 4â¯V-RS model comprising only four readily available data points at the time of admission performed similarly to the more complex pre-existing risk model in patients with AHF.
Subject(s)
Heart Failure , Humans , Risk Assessment/methods , Risk Factors , Hospitalization , Machine Learning , Natriuretic Peptide, BrainABSTRACT
Background: Contrast-induced nephropathy (CIN) is clinically important because of its poor prognosis. The incidence of CIN is higher in emergency than elective percutaneous coronary intervention (PCI) because there is no established method to prevent CIN. The aim of this study is to evaluate whether bolus administration of a concentrated solution of sodium bicarbonate can prevent CIN in patients undergoing emergency PCI. MethodsâandâResults: This multicenter prospective single-arm trial with historical controls will include patients who are aged ≥20 years and will undergo cardiac catheterization for suspected acute myocardial infarction (AMI). Patients will receive an intravenous bolus administration of concentrated sodium bicarbonate solution (7% or 8.4%, 20 mEq) and will be observed for 72±12 h. Data for the control group, comprising all patients who underwent PCI for AMI between January 1, 2020 and December 31, 2020 across participating hospitals, will be extracted. The primary endpoint is the incidence of CIN, defined as an increase in serum creatinine of >0.5 mg/dL or >25% from baseline within 48±12 h. We will evaluate the endpoints in the prospective group and compare them with those in the historical control group. Conclusions: This study will evaluate whether a single bolus administration of concentrated sodium bicarbonate can prevent CIN after emergency PCI.
ABSTRACT
AIMS: Heart failure (HF) with preserved ejection fraction (HFpEF) is a complex syndrome with a poor prognosis. Phenotyping is required to identify subtype-dependent treatment strategies. Phenotypes of Japanese HFpEF patients are not fully elucidated, whose obesity is much less than Western patients. This study aimed to reveal model-based phenomapping using unsupervised machine learning (ML) for HFpEF in Japanese patients. METHODS AND RESULTS: We studied 365 patients with HFpEF (left ventricular ejection fraction >50%) as a derivation cohort from the Nara Registry and Analyses for Heart Failure (NARA-HF), which registered patients with hospitalization by acute decompensated HF. We used unsupervised ML with a variational Bayesian-Gaussian mixture model (VBGMM) with common clinical variables. We also performed hierarchical clustering on the derivation cohort. We adopted 230 patients in the Japanese Heart Failure Syndrome with Preserved Ejection Fraction Registry as the validation cohort for VBGMM. The primary endpoint was defined as all-cause death and HF readmission within 5 years. Supervised ML was performed on the composite cohort of derivation and validation. The optimal number of clusters was three because of the probable distribution of VBGMM and the minimum Bayesian information criterion, and we stratified HFpEF into three phenogroups. Phenogroup 1 (n = 125) was older (mean age 78.9 ± 9.1 years) and predominantly male (57.6%), with the worst kidney function (mean estimated glomerular filtration rate 28.5 ± 9.7 mL/min/1.73 m2 ) and a high incidence of atherosclerotic factor. Phenogroup 2 (n = 200) had older individuals (mean age 78.8 ± 9.7 years), the lowest body mass index (BMI; 22.78 ± 3.94), and the highest incidence of women (57.5%) and atrial fibrillation (56.5%). Phenogroup 3 (n = 40) was the youngest (mean age 63.5 ± 11.2) and predominantly male (63.5 ± 11.2), with the highest BMI (27.46 ± 5.85) and a high incidence of left ventricular hypertrophy. We characterized these three phenogroups as atherosclerosis and chronic kidney disease, atrial fibrillation, and younger and left ventricular hypertrophy groups, respectively. At the primary endpoint, Phenogroup 1 demonstrated the worst prognosis (Phenogroups 1-3: 72.0% vs. 58.5% vs. 45%, P = 0.0036). We also successfully classified a derivation cohort into three similar phenogroups using VBGMM. Hierarchical and supervised clustering successfully showed the reproducibility of the three phenogroups. CONCLUSIONS: ML could successfully stratify Japanese HFpEF patients into three phenogroups (atherosclerosis and chronic kidney disease, atrial fibrillation, and younger and left ventricular hypertrophy groups).
Subject(s)
Atherosclerosis , Atrial Fibrillation , Heart Failure , Humans , Male , Female , Stroke Volume , Ventricular Function, Left , Atrial Fibrillation/epidemiology , Hypertrophy, Left Ventricular , Bayes Theorem , Reproducibility of Results , Machine LearningABSTRACT
Background: The aim of this study was to evaluate optical coherence tomography (OCT)-detected lipid-rich coronary plaques (LRCPs) with coronary computed tomography angiography (CCTA) 10 months after optimal medical therapy (OMT). MethodsâandâResults: Baseline OCT detected 28 LRCPs in non-culprit lesions. High-risk plaque features (HRPFs), such as positive remodeling, very low attenuation plaques, napkin-ring sign, and spotty calcification, were observed in 67.9%, 67.9%, 21.4%, and 64.3% of LRCPs, respectively, at the 10-month follow-up CCTA. Lesions with ≥3 HRPFs were defined as high-risk LRCPs (n=12); the remaining were defined as low-risk LRCPs (n=16). The maximum lipid arc on baseline OCT was larger in high- than low-risk LRCPs (221±62° vs. 179±44°, respectively; P=0.04). Receiver operating characteristic curve analysis indicated that a maximum lipid arc >154° on baseline OCT was the optimal cut-off value to predict high-risk LRCPs 10 months after OMT. Patients with high-risk LRCPs had worse clinical outcomes, defined as a composite of cardiac death, target lesion-related myocardial infarction, and target lesion-related revascularization, during follow-up than those with low-risk LRCPs (33.3% vs. 0%; P=0.01). Conclusions: A high-risk LRCP at follow-up CCTA was correlated with a larger maximum lipid arc on baseline OCT. Further aggressive treatment for patients with large LRCPs may reduce vulnerable plaque features and prevent future cardiac events.
ABSTRACT
Diagnosis of calcified nodules (CNs) is critical in the proper management of coronary artery disease, but CNs can be detected only using intracoronary imaging modalities. This study aimed to investigate the ability of coronary computed tomography angiography (CCTA) in predicting CNs detected using optical coherence tomography (OCT). From 138 patients who underwent OCT-guided percutaneous coronary intervention (PCI) after CCTA evaluation, 141 PCI target vessels were retrospectively enrolled and classified into CN (12 vessels/11 patients; CNs in the PCI culprit lesion) and non-CN (129 vessels/127 patients; without CNs) groups based on the OCT analysis. Retrospective CCTA analysis revealed significantly higher coronary artery calcification score (CACS), calcified plaque volume (CPV), and maximum calcified plaque area (MCPA) of the target vessel in the CN group than in the non-CN group. Receiver operating characteristic curve indicated that CACS ≥ 162 (area under the ROC curve (AUC 0.76, sensitivity 83.3%, specificity 54.2%), CPV ≥ 20.1 mm3 (AUC 0.83, sensitivity 100%, specificity 57.3%), and MCPA ≥ 4.51 mm2 (AUC 0.87, sensitivity 91.7%, specificity 78.3%) were the best cutoff values for predicting CNs. MCPA showed the highest AUC among all the CCTA parameters. In conclusion, CCTA is useful for predicting OCT-detected CNs in PCI target vessels.
Subject(s)
2-Methyl-4-chlorophenoxyacetic Acid , Coronary Artery Disease , Percutaneous Coronary Intervention , Plaque, Atherosclerotic , Vascular Calcification , Humans , Computed Tomography Angiography/methods , Retrospective Studies , Coronary Angiography/methods , Tomography, Optical Coherence , Vascular Calcification/pathology , Predictive Value of Tests , Coronary Artery Disease/pathology , Plaque, Atherosclerotic/diagnostic imaging , Plaque, Atherosclerotic/pathology , Coronary Vessels/diagnostic imaging , Coronary Vessels/pathologyABSTRACT
AIMS: Acute heart failure (AHF) is a clinical syndrome with a poor prognosis and a major public health concern worldwide. The aim of this study was to investigate whether carperitide administration improves the 1 year prognosis of patients with AHF and to check whether there is an optimal dose of the drug. METHODS AND RESULTS: We analysed the data of COOPERATE-HF-J (the Consortium for Pooled Data Analysis regarding Hospitalized Patients with Heart Failure in Japan), combining two cohorts (NARA-HF and REALITY-AHF), which included 2435 patients with acute decompensated heart failure. The patients were divided into no carperitide (NO-ANP, n = 1098); very low-dose carperitide (VLD-ANP, <0.02 µg/kg/min, n = 593); and low-dose carperitide groups (LD-ANP, ≥0.02 µg/kg/min, n = 744). The primary endpoint was cardiovascular mortality within 1 year after admission. The secondary endpoints were all-cause mortality and rehospitalization due to worsening heart failure within 1 year after admission. The median carperitide doses in the VLD-ANP and LD-ANP groups were 0.013 and 0.025 µg/kg/min, respectively. Kaplan-Meier analysis showed that cardiovascular mortality and all-cause mortality were significantly lower in the LD-ANP group than in the NO-ANP and VLD-ANP groups (P < 0.001 and P = 0.002, respectively). Multivariable Cox regression analysis for cardiovascular and all-cause mortality revealed that LD-ANP was significantly associated with lower cardiovascular and all-cause mortality within 1 year after admission, even after adjusting other covariates (hazard ratio: 0.696 and 0.791, 95% confidence interval: 0.513-0.944 and 0.628-0.997, P = 0.020 and 0.047, respectively). CONCLUSIONS: Low-dose carperitide was significantly associated with lower cardiovascular and all-cause mortality within 1 year after admission. Our results suggest the necessity for well-designed randomized controlled trials to determine the doses of carperitide that could improve clinical outcomes in patients with AHF.
Subject(s)
Atrial Natriuretic Factor , Heart Failure , Acute Disease , Heart Failure/complications , Humans , PrognosisABSTRACT
Although hypochloremia is strongly associated with adverse prognosis in acute heart failure (AHF), it is unknown whether incorporating hypochloremia into the preexisting risk model improves the model performance. We calculated the Get With The Guidelines-Heart Failure (GWTG-HF) risk score in 1,428 patients with AHF (derivation cohort) and developed 2 risk scores incorporating brain natriuretic peptide (BNP) into the GWTG-HF risk score (GWTG-BNP risk score) and incorporating both BNP and hypochloremia (GWTG-BNP-Cl risk score). Hypochloremia was defined as <98 mmol/L. The external validation and comparison of model performance were performed in an independent group of 1,256 patients with AHF (validation cohort). All models were tested for in-hospital mortality. Hypochloremia was observed in 9.4% and 12.2% of the derivation and validation cohorts, respectively. Hypochloremia was an independent predictor of in-hospital mortality in the derivation cohort (odds ratio 2.02; p = 0.028). In the validation cohort, the GWTG-HF, GWTG-BNP, and GWTG-BNP-Cl risk scores demonstrated good discrimination (area under the curve: 0.742, 0.749, and 0.763, respectively). However, the GWTG-BNP-Cl risk score was more reliable than the GWTG-HF and GWTG-BNP risk scores in risk reclassification (net reclassification improvement: 0.491 and 0.408, respectively; p <0.01 for both). Moreover, this score demonstrated a good calibration of the GWTG-BNP-Cl model (Hosmer-Lemeshow test: p = 0.479). In conclusion, incorporating hypochloremia into the preexisting risk model improves the model performance.