scholarly journals Hypertrophic Cardiomyopathy in Athletes

2017 ◽  
Vol 12 (2) ◽  
pp. 80 ◽  
Author(s):  
Aneil Malhotra ◽  
Sanjay Sharma ◽  
◽  
Keyword(s):  
Hypertrophic Cardiomyopathy ◽  
Media Coverage ◽  
Young Athlete ◽  
Healthy Person ◽  
Young Person ◽  
Left Ventricular ◽  
Physiological Adaptation ◽  
Increased Risk ◽  
Clinical Tools ◽  
The Impact

Sudden cardiac death (SCD) in a young person is a rare but tragic occurrence. The impact is widespread, particularly in the modern era of media coverage and visibility of social media. Hypertrophic cardiomyopathy (HCM) is reported historically as the most common cause of SCD in athletes younger than 35 years of age. A diagnosis of HCM may be challenging in athletes as pathological hypertrophy of the left ventricle may also mimic physiological left ventricular hypertrophy (LVH) in response to exercise. Differentiation of physiological LVH from HCM requires an array of clinical tools that rely on detecting subtle features of disease in a supposedly healthy person who represents the segment of society with the highest functional capacity. Most studies are based on comparisons of clinical tests between healthy unaffected athletes and sedentary individuals with HCM. However, data are emerging that report the clinical features of athletes with HCM. This article focuses on studies that help shed further light to aid the clinical differentiation of physiological LVH from HCM. This distinction is particularly important in a young person: a diagnosis of HCM has significant ramifications on participation in competitive sport, yet an erroneous diagnosis of physiological adaptation in a young athlete with HCM may subject them to an increased risk of SCD.

scholarly journals Hypertrophic cardiomyopathy in athletes

2019 ◽  
pp. 179-184
Author(s):  
Aneil Malhotra ◽  
Sanjay Sharma
Keyword(s):  
Hypertrophic Cardiomyopathy ◽  
Left Ventricular Hypertrophy ◽  
Ventricular Hypertrophy ◽  
Contemporary Literature ◽  
Sudden Cardiac Arrest ◽  
Young Athlete ◽  
Left Ventricular ◽  
Physiological Adaptation ◽  
Clinical Methods ◽  
Clinical Tools

The diagnosis of hypertrophic cardiomyopathy can be challenging in the athlete. A morphologically mild phenotype of the condition may mimic physiological left ventricular hypertrophy and requires careful evaluation of the athlete with an array of clinical tools. Correct interpretation of the results in such cases is crucial, as falsely labelling a young athlete with hypertrophic cardiomyopathy could curtail a flourishing career. Conversely, falsely attributing left ventricular hypertrophy to physiological adaptation in an individual with hypertrophic cardiomyopathy can increase their risk of exercise-associated sudden cardiac arrest. This chapter highlights a number of clinical methods that can be utilized to aid the sports physician when assessing such individuals and discusses historical and contemporary literature on hypertrophic cardiomyopathy in athletes.

scholarly journals Impact on hospital mortality and morbidity of right ventricular involvement among patients with acute left ventricular infarction

2006 ◽  
Vol 124 (4) ◽  
pp. 186-191 ◽  
Author(s):  
Afonso Celso Pereira ◽  
Roberto Alexandre Franken ◽  
Sandra Regina Schwarzwälder Sprovieri ◽  
Valdir Golin
Keyword(s):  
Myocardial Infarction ◽  
Hospital Mortality ◽  
Right Ventricular ◽  
Left Ventricular ◽  
Hospital Death ◽  
Inferior Wall ◽  
Mortality And Morbidity ◽  
Killip Class ◽  
Increased Risk ◽  
The Impact

CONTEXT AND OBJECTIVE: There is uncertainty regarding the risk of major complications in patients with left ventricular (LV) infarction complicated by right ventricular (RV) involvement. The aim of this study was to evaluate the impact on hospital mortality and morbidity of right ventricular involvement among patients with acute left ventricular myocardial infarction. DESIGN AND SETTING: Prospective cohort study, at Emergency Care Unit of Hospital Central da Irmandade da Santa Casa de Misericórdia de São Paulo. METHODS: 183 patients with acute myocardial infarction participated in this study: 145 with LV infarction alone and 38 with both LV and RV infarction. The presence of complications and hospital death were compared between groups. RESULTS: 21% of the patients studied had LV + RV infarction. In this group, involvement of the dorsal and/or inferior wall was predominant on electrocardiogram (p < 0.0001). The frequencies of Killip class IV upon admission and 24 hours later were greater in the LV + RV group, along with electrical and hemodynamic complications, among others, and death. The probability of complications among the LV + RV patients was 9.7 times greater (odds ratio, OR = 9.7468; 95% confidence interval, CI: 2.8673 to 33.1325; p < 0.0001) and probability of death was 5.1 times greater (OR = 5.13; 95% CI: 2.2795 to 11.5510; p = 0.0001), in relation to patients with LV infarction alone. CONCLUSIONS: Patients with LV infarction with RV involvement present increased risk of early morbidity and mortality.

scholarly journals Impact of Obesity on Heart Transplantation Outcomes

2021 ◽  
Vol 10 (23) ◽  
Author(s):  
Fouad Chouairi ◽  
Aidan Milner ◽  
Sounok Sen ◽  
Avirup Guha ◽  
James Stewart ◽  
...  
Keyword(s):  
Heart Transplantation ◽  
Organ Procurement ◽  
Left Ventricular ◽  
Ventricular Assist Devices ◽  
Left Ventricular Assist Devices ◽  
Ventricular Assist ◽  
Allocation System ◽  
Increased Risk ◽  
The Impact ◽  
Transplantation Outcomes

Background Patients with obesity and advanced heart failure face unique challenges on the path to heart transplantation. There are limited data on waitlist and transplantation outcomes in this population. We aimed to evaluate the impact of obesity on heart transplantation outcomes, and to investigate the effects of the new organ procurement and transplantation network allocation system in this population. Methods and Results This cohort study of adult patients listed for heart transplant used the United Network for Organ Sharing database from January 2006 to June 2020. Patients were stratified by body mass index (BMI) (18.5–24.9, 25–29.9, 30–34.9, 35–39.9, and 40–55 kg/m 2 ). Recipient characteristics and donor characteristics were analyzed. Outcomes analyzed included transplantation, waitlist death, and posttransplant death. BMI 18.5 to 24.9 kg/m 2 was used as the reference compared with progressive BMI categories. There were 46 645 patients listed for transplantation. Patients in higher BMI categories were less likely to be transplanted. The lowest likelihood of transplantation was in the highest BMI category, 40 to 55 kg/m 2 (hazard ratio [HR], 0.19 [0.05–0.76]; P =0.02). Patients within the 2 highest BMI categories had higher risk of posttransplantation death (HR, 1.29; P <0.001 and HR, 1.65; P <0.001, respectively). Left ventricular assist devices among patients in obese BMI categories decreased after the allocation system change ( P <0.001, all). After the change, patients with obesity were more likely to undergo transplantation (BMI 30–35 kg/m 2 : HR, 1.31 [1.18–1.46], P <0.001; BMI 35–55 kg/m 2 : HR, 1.29 [1.06–1.58]; P =0.01). Conclusions There was an inverse relationship between BMI and likelihood of heart transplantation. Higher BMI was associated with increased risk of posttransplant mortality. Patients with obesity were more likely to undergo transplantation under the revised allocation system.

scholarly journals Culprit vessel: impact on short-term and long-term prognosis in patients with ST-elevation myocardial infarction

Open Heart ◽  
2018 ◽  
Vol 5 (2) ◽  
pp. e000852 ◽  
Author(s):  
Artin Entezarjou ◽  
Moman Aladdin Mohammad ◽  
Pontus Andell ◽  
Sasha Koul
Keyword(s):  
Myocardial Infarction ◽  
Heart Failure ◽  
High Risk ◽  
Left Ventricular ◽  
St Elevation Myocardial Infarction ◽  
Clinical Event ◽  
Left Ventricular Ejection ◽  
Increased Risk ◽  
St Elevation ◽  
The Impact

BackgroundST-elevation myocardial infarction (STEMI) occurs as a result of rupture of an atherosclerotic plaque in the coronary arteries. Limited data exist regarding the impact of culprit coronary vessel on hard clinical event rates. This study investigated the impact of culprit vessel on outcomes after primary percutaneous coronary intervention (PCI) of STEMI.MethodsA total of 29 832 previously cardiac healthy patients who underwent primary PCI between 2003 and 2014 were prospectively included from the Swedish Coronary Angiography and Angioplasty Registry and the Registry of Information and Knowledge about Swedish Heart Intensive care Admissions. Patients were stratified into three groups based on culprit vessel (right coronary artery (RCA), left anterior descending artery (LAD) and left circumflex artery (LCx)). The primary outcome was 1-year mortality. The secondary outcomes included 30-day and 5-year mortality, as well as heart failure, stroke, bleeding and myocardial reinfarction at 30 days, 1 year and 5 years. Univariable and multivariable analyses were done using Cox regression models.ResultsOne-year analyses revealed that LAD infarctions had the highest increased risk of death, heart failure and stroke compared with RCA infarctions, which had the lowest risk. Sensitivity analyses revealed that reduced left ventricular ejection fraction on discharge partially explained this increased relative risk in mortality. Furthermore, landmark analyses revealed that culprit vessel had no significant influence on 1-year mortality if a patient survived 30 days after myocardial infarction. Subgroup analyses revealed female sex and multivessel disease (MVD) as significant high-risk groups with respect to 1-year mortality.ConclusionsLAD and LCx infarctions had a relatively higher adjusted mortality rate compared with RCA infarctions, with LAD infarctions in particular being associated with an increased risk of heart failure, stroke and death. Culprit vessel had limited influence on mortality after 1 month. High-risk patient groups include LAD infarctions in women or with concomitant MVD.

Abstract 13943: Hypertrophic Cardiomyopathy with Left Ventricular Apical Aneurysm Represents a High-Risk Subgroup Necessitating Aggressive Preventive Therapy: A Long-term Follow-Up Study

Circulation ◽  
2014 ◽  
Vol 130 (suppl_2) ◽  
Author(s):  
Ethan J Rowin ◽  
Barry J Maron ◽  
Tammy S Haas ◽  
John R Lesser ◽  
Mark S Link ◽  
...  
Keyword(s):  
Heart Failure ◽  
Hypertrophic Cardiomyopathy ◽  
High Risk ◽  
Sudden Death ◽  
Left Ventricular ◽  
Increased Risk ◽  
Long Term Follow Up ◽  
Apical Aneurysm

Background: Increasing penetration of high spatial resolution cardiovascular magnetic resonance (CMR) imaging into routine cardiovascular practice has resulted in more frequent identification of a subset of hypertrophic cardiomyopathy (HCM) patients with thin-walled, scarred left ventricular (LV) apical aneurysms. Prior experience involved relatively small numbers of patients with short follow-up and therefore the risk associated with this subgroup remains incompletely defined. Therefore, we assembled a large HCM cohort with LV apical aneurysms and long-term follow-up in order to clarify clinical course and prognosis. Methods and Results: Of 2,400 HCM patients, 60 (2.5%) were identified by CMR with LV apical aneurysm, 24 to 86 years of age, including 19 (32%) <45 years old; 70% male, and followed for 5.6 ± 3.5 years. Over the follow-up period, 24 patients experienced 31 adverse disease-related complications including: appropriate implantable cardioverter-defibrillator discharge for VT/VF (n=11), received or listed for heart transplant (n=6), heart failure death (n=5), nonfatal thromboembolic events (n=4), resuscitated out-of-hospital cardiac arrest (n=3), and sudden death (n=2). In addition, an intracavitary thrombus was identified in the apical aneurysm in 9 patients without a thromboembolic history. Combined HCM-related death and aborted life threatening event rate was 8.6% per year, nearly 6-fold greater than the 1.5% annual mortality rate reported in the general HCM population. Conclusions: Patients with LV apical aneurysms represent a high-risk subgroup within the diverse HCM spectrum, associated with substantial increased risk for disease-related morbidity and mortality, including advanced heart failure, thromboembolic stroke and sudden death. Identification of this unique HCM phenotype should prompt consideration for primary prevention ICD, and anticoagulation for stroke prophylaxis.

Abstract 15775: The Impact of B-type Natriuretic Peptide Activation on the Association of Left Ventricular Longitudinal Strain With All-cause Mortality

Circulation ◽  
2015 ◽  
Vol 132 (suppl_3) ◽  
Author(s):  
Zi Ye ◽  
Maurice Enriquez-Sarano ◽  
Joseph Malouf ◽  
Hector I Michelena ◽  
Allan S Jaffe ◽  
...  
Keyword(s):  
Aortic Valve ◽  
Natriuretic Peptide ◽  
Longitudinal Strain ◽  
Left Ventricular ◽  
Aortic Valve Area ◽  
Increased Risk ◽  
Highly Correlated ◽  
The Impact ◽  
Normal Lvef

Introduction: Left ventricular longitudinal strain (LV-LS) 1) predicts mortality in patients with aortic stenosis (AS) and 2) is highly correlated to type-B natriuretic peptide (BNP) values. The BNP ratio (measured BNP/maximal expected BNP value specific for age and sex) is a powerful independent predictor of death in patients with AS. Hypothesis: we hypothesize that BNP activation (i.e. BNP ratio >1) affects the association between LV-LS and mortality in patients with asymptomatic AS and preserved LV ejection fraction (EF ≥50%). Methods: 315 patients (age 74±12 years, 56% men and mean aortic valve area = 1.02±0.15cm2) underwent simultaneous Doppler echocardiographic and BNP measurements. LV-LS was calculated as the average of 12 LV segments from apical 2- and 4-chamber views using Velocity Vector Imaging. Results: Mean LV-LS was -16.8±3.2%, LV EF 66±7%, median BNP level 121 (interquartile 48-320) pg/ml. 58% of patients had BNP activation. Better LV-LS was associated with lower log BNPratio (regression coefficient 0.10, p<0.001). After a median follow-up of 6.5 yrs (interquartile: 3.6-8.2), 119 deaths occurred. After adjustment for age, sex, Charlson score index, hemoglobin level, aortic valve replacement (as a time dependent variable), LV-LS and log BNPratio were separately associated with increased risk for death (all p<0.01). Further adjustment for predictors of mortality, LV-LS and log-BNP ratio remained associated with increased risk for death (hazard ratio HR [95%CI]: 1.09 [1.03-1.15]; p=0.003 and 1.82 [1.52-2.19]; p<0.0001 respectively). In patients without BNP activation (i.e. normal BNP), LV-LS was associated with mortality (HR: 1.22 [1.04-1.43]; p=0.01) while it was not in patients with BNP activation (p=0.22). Conclusions: In patients with asymptomatic AS, without clinically obvious myocardial impairment (i.e. normal LVEF), a notable proportion of patients present with myocardial alterations detected by an elevated BNPratio or reduced LV-LS. These signs of myocardial alterations were predictive of mortality after diagnosis. Thus both BNP and LV-LS should be assessed in the clinical setting to provide complementary information on prognosis in patients with asymptomatic AS and preserved LV EF.

Myocardial reperfusion reverses the J-curve association of cardiovascular risk and diastolic blood pressure in patients with left ventricular dysfunction and heart failure after myocardial infarction: insights from the EPHESUS trial

2020 ◽  
Vol 41 (17) ◽  
pp. 1673-1683 ◽  
Author(s):  
Michael Böhm ◽  
João Pedro Ferreira ◽  
Felix Mahfoud ◽  
Kevin Duarte ◽  
Bertram Pitt ◽  
...  
Keyword(s):  
Myocardial Infarction ◽  
Heart Failure ◽  
Blood Pressure ◽  
Diastolic Blood Pressure ◽  
Cox Regression ◽  
Cardiovascular Death ◽  
Left Ventricular ◽  
Coronary Perfusion ◽  
Increased Risk ◽  
The Impact

Abstract Aims The described association of low diastolic blood pressure (DBP) with increased cardiovascular outcomes could be due to reduced coronary perfusion or is simply due to reverse causation. If DBP is physiologically relevant, coronary reperfusion after myocardial infarction (MI) might influence DBP–risk association. Methods and results The relation of achieved DBP with cardiovascular death or cardiovascular hospitalization, cardiovascular death, and all-cause death was explored in 5929 patients after acute myocardial infarction (AMI) with impaired left ventricular function, signs and symptoms of heart failure, or diabetes in the EPHESUS trial according to their reperfusion status. Cox regression models were used to assess the impact of reperfusion status on the association of DBP and systolic blood pressure (SBP) with outcomes in an adjusted fashion. In patients without reperfusion, lower DBP &lt;70 mmHg was associated with increased risk for all-cause death [adjusted hazard ratios (HRs) 1.80, 95% confidence interval (CI) 1.41–2.30; P &lt; 0.001], cardiovascular death (HR 1.70, 95% CI 1.3–3.22; P &lt; 0.001), cardiovascular death or cardiovascular hospitalization (HR 1.54, 95% CI 1.26–1.87; P &lt; 0.001). In patients with reperfusion, the risk increase at low DBP was not observed. At low SBP, risk increased independently of reperfusion. A sensitivity analysis in the subgroup of patients with optimal SBP of 120–130 mmHg showed again risk reduction of reperfusion at low DBP. Adding the treatment allocation to eplerenone or placebo into the models had no effects on the results. Conclusion Patients after AMIs with a low DBP had an increased risk, which was sensitive to reperfusion therapy. Low blood pressure after MI identifies in patients with particular higher risk. These data support the hypothesis that low DBP in patients with stenotic coronary lesions is associated with risk, potentially involving coronary perfusion pressure and the recommendations provided by guidelines suggesting lower DBP boundaries for these high-risk patients.

Effect of hypokintic transformation on the clinical phenotype and functional capacity in hypertrophic cardiomyopathy

2020 ◽  
Vol 41 (Supplement_2) ◽  
Author(s):  
Y Wasserstrum ◽  
E Itelman ◽  
R Barriales-Villa ◽  
X Fernandez-Fernandez ◽  
Y Adler ◽  
...  
Keyword(s):  
Hypertrophic Cardiomyopathy ◽  
Nyha Class ◽  
Left Ventricular ◽  
Left Ventricular Ejection ◽  
Ventricular Tachyarrhythmias ◽  
Ventricular Ejection Fraction ◽  
Icd Therapy ◽  
Medical Centers ◽  
Increased Risk

Abstract Background Advanced hypertrophic cardiomyopathy (HCM) may be complicated by a dilated hypokinetic transformation. Reduced left ventricular ejection fraction (HFrEF) has been described in terms of specific risks of morbidity and mortality, and specifically in terms of increased risk for fatal arrhythmias. Nevertheless, recent publications have casted doubt regarding the role of arrhythmia in non-ischemic HFrEF and questioned the role of primary prevention strategies in these cases. Methods We've reviewed clinical characteristics of 883 patients age ≥40, diagnosed with HCM who were evaluated in the cardiomyopathy clinic in two tertiary medical centers in Israel and Spain. Results Forty-five patients (5%) suffered from hypokinetic transformation. They were younger at diagnosis (median 32 [IQR 24–55] vs. 49 [35–60], p&lt;0.001), had a lower body-mass index (28.4 [±4.7] vs. 26.0 [±3.9], p&lt;0.001), and suffered more from strokes (19% vs 6%, p&lt;0.001). They had lower had a lower NYHA class (p=0.001) and lower exercise capacity (7.3 [4.5–10.8] vs. 9.6 [6.7–12.0] METS, p&lt;0.001). Patients with hypokinetic HCM had higher rates of pacemaker and implanted defibrillator (ICD) implantations (41% vs 11%, p&lt;0.001) and (43% vs 13%, p&lt;0.001) respectively. These patients had a higher incidence of sustained ventricular tachyarrhythmias (14% vs 2%, p&lt;0.001). Among patients who had an ICD, patients suffering from hypokinetic transformation had received more appropriate ICD therapy (27% vs 12%, p&lt;0.001). These patients received more heart transplantations (13% vs 1%, p&lt;0.001), and had a trend for higher incidence rate of Sudden cardiac death (6% vs 2% p=0.06) and a higher 5-year mortality rates (21% vs. 5%, p&lt;0.001). Conclusions HCM patients suffering from hypokinetic transformation have lower functional and exercise capacities, are more likely to suffer from ventricular tachyarrhythmias and experience appropriate ICD therapy, and undergo heart transplantation. They also have a significantly lower 5-year survival. Five-year survival Funding Acknowledgement Type of funding source: None

scholarly journals P784 Cardiac remodelling in elite rowers - insights from novel echocardiographic techniques

2020 ◽  
Vol 21 (Supplement_1) ◽  
Author(s):  
G Kleinnibbelink ◽  
N M Panhuyzen-Goedkoop ◽  
H G Hulshof ◽  
A P J Van Dijk ◽  
K P George ◽  
...  
Keyword(s):  
Exercise Training ◽  
Elite Athlete ◽  
Left Ventricular ◽  
Cardiac Remodelling ◽  
Physiological Adaptation ◽  
Training Volume ◽  
Short Term ◽  
Apical Rotation ◽  
Elite Rowers ◽  
The Impact

Abstract Funding Acknowledgements No financial support Background Chronic exercise training leads to cardiac remodelling; the so-called Athlete’s Heart. Previous studies are often limited by a cross-sectional design whilst longitudinal training studies are often constrained to the assessment of non-athletes. Echocardiography provides comprehensive assessment of mechanics and may give additional insight into short-term changes in training volume in the elite athlete. Purpose To examine the impact of a short-term (9 months) increase in training volume on cardiac structure and mechanics in elite international competing rowers. Methods As part of the work-up to the 2012 Olympic Games, twenty-seven elite rowers (26.4 ± 3.7 years, 19 male) underwent baseline echocardiography prior to and post (9-months) a planned increase in training volume. Conventional echocardiographic indices including mechanics of all cardiac chambers were assessed. Results In response to increased training volume, there was a significant increase in left ventricular (LV) size (IVSd 9.2 ± 1.2 to 9.7 ± 1.1 mm, p = 0.001; PWd 8.3 ± 1.3 to 8.7 ± 1.4 mm, p = 0.013), LVIDd (56.5 ± 4.6 to 57.9 ± 4.2 mm, p = 0.001), and LVMi (90.2 ± 17.8 to 100.8 ± 17.1 g/m2, p = 0.000), see table. There was a significant increase in LV twist (9.2 ± 4.5 to 11.2 ± 4.7 °, p = 0.04; basal rotation -4.4 ± 3.1 to -4.5 ± 3.4 °, p = 0.84; apical rotation 5.8 ± 3.4 to 7.1 ± 3.7 °, p = 0.011), see figure, however, there were no changes in any other conventional indices of function or any other cardiac mechanics. There was a significant increase in left atrial (LA) volume (58.8 ± 15.2 to 65.3 ± 17.6 mm, p = 0.01) whilst no changes were observed in right heart structure. Conclusion An increase in exercise training volume in elite rowers across 9-months induced mild balanced structural remodelling of the LV and LA with a concomitant increase in LV twist. Contradictory to findings in non-athletes, there was no increase in right ventricular or atrial structure or function which may be representative of the elite athlete status and possibly already at threshold for physiological adaptation. Abstract P784 Figure.

scholarly journals P6419Machine learning in critical care: the role of diabetes and age in acute coronary syndromes

2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
E Cenko ◽  
M Van Der Schaar ◽  
J Yoon ◽  
Z Vasiljevic ◽  
S Kedev ◽  
...  
Keyword(s):  
Medical Treatment ◽  
Primary Endpoint ◽  
Left Ventricular ◽  
Adverse Outcomes ◽  
Secondary Endpoint ◽  
Coronary Syndrome ◽  
Increased Risk ◽  
All Cause Mortality ◽  
Patients With Diabetes ◽  
The Impact

Abstract Background Patients with diabetes and non-ST elevation acute coronary syndrome (NSTE-ACS) have an increased risk of mortality and adverse outcomes following percutaneous coronary intervention (PCI). Purpose We aimed to investigate the impact of early, within 24 hours PCI compared with only routine medical treatment on clinical outcomes in a large international cohort of patients with NSTE-ACS and diabetes. Methods We identified 1,250 patients with diabetes and NSTE-ACS from a registry-based population between October 2010 and April 2016. The primary endpoint was 30-day all-cause mortality. The secondary endpoint was the composite outcome of 30-day all-cause mortality and left ventricular dysfunction (ejection fraction <40%). We undertook analyses to explore the heterogeneity of treatment effects using meta-classification (MC) algorithms followed by propensity score matching and inverse-probability-of-treatment weighting (IPTW) from a landmark of 24 hours from hospitalization. Results Of 1,250 NSTE-ACS first-day survivors with diabetes (median age 67 years; 59%, men), 470 (37.6%) received early PCI and 780 routine medical treatment. The overall 30-day all-cause mortality rates were higher in the routine medical treatment than the early PCI group (6.3% vs. 2.5%). The prediction results of the MC algorithms accounted for only one interaction term that was statistically significant: age ≥65 years. After propensity-matched analysis as well as IPTW, early PCI was associated with reduced 30-day all-cause mortality in the older age (OR: 0.35; 95% CI: 0.14 to 0.92 and 0.43; 95% CI: 0.21 to 0.86, respectively), whereas younger age had no association with the primary endpoint. Similar results were also obtained for the secondary endpoint. Conclusions Among patients with diabetes hospitalized for NSTE-ACS, an early, within 24 hours, PCI strategy is associated with reduced odds of 30-day mortality only for patients aged 65 years or over. MC algorithms provide accurate identification of treatment effect modifiers.

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