scholarly journals Reactive Hyperglycaemia Connected with Low Glycated Haemoglobin – Risk Factor for Cardiovascular Adverse Events

2021 ◽  
Vol 2 (2) ◽  
pp. 85-96
Author(s):  
Marek Andres ◽  
Tomasz Rajs ◽  
Ewa Konduracka ◽  
Jacek Legutko ◽  
Janusz Andres ◽  
...  

Introduction: Concomitance of glucose metabolism disturbances and ischemic heart disease is well known and connected to several times higher incidence of cardiovascular events resulted from atherosclerosis. Aim of this study was to assess impact of reactive hyperglycaemia accompanying chronic and not always optimally treated hyperglycaemia assessed with glycated haemoglobin level on cardiovascular prognosis among patient hospitalised in the course of acute myocardial infarction. Methods: 92 patients diagnosed with ST – segment elevation myocardial infarction (STEMI) qualified to primary percutaneous coronary intervention (pPCI) was included in the study. Study population was divided into subgroups, depending glucose level on admission (reactive hyperglycaemia) and HbA1c concentration: subgroup A (HbA1c <6.5%, Glc<7.8 mmol/l: n = 37; 40,2%), subgroup B (HbA1c <6.5%, Glc ≥.,8 mmol/l: n = 27; 29,3%), subgroup C (HbA1c ≥6.5%, Glc ≥7.8 mmol/l: n = 20; 21,7%) and subgroup D (HbA1c ≥6.5% Glc<7.8 mmol/l: n = 8; 8.7%). Level of myocardium damage was assessed on the basis of concentration of myocardial necrosis enzymes: creatine kinase (CK) and creatine kinase MB fraction (CK-MB) in the 0 and 90th minute and thereafter 8, 16, 24 and 48 hours after hospital admission and also echocardiographic examination. Prognosis in long and short term observation was assessed by major adverse cardiovascular events (MACE) such as death, myocardial infarction, stroke, heart failure requiring hospitalisation and repeated revascularisation and level of glucose metabolism disturbances in intrahospital phase, 4 months and 4 years follow up observation. Results: Results in study population revealed significant change of average value of creatine kinase (p<0,001) and its MB fraction (p<0,001) during first 48 hours of hospitalisation in particular subgroups of patients. Mean values of CK and CK-MB assessed in subsequent hours of hospitalisation (1,5, 8, 16 and 48 hours) were significantly higher in subgroup B (CKp=0,034 and CK-MB p=0,01, respectively). It means that area under curve was significantly higher for subgroup B. In 4 months and 4 year follow up observation, statistically significant difference in frequency of MACE in particular subgroups of patients has been shown (p=0,016; p=0,01). Conclusions: Patients with STEMI undergoing pPCI, who were diagnosed with disturbed carbohydrate metabolism, have inferior clinical outcomes in long term follow up observation. Noticeable difference was observed particularly in subgroup B (HbA1c <6.5%, Glc ≥7.8 mmol/l).

2018 ◽  
Vol 2018 ◽  
pp. 1-8 ◽  
Author(s):  
Jianqing She ◽  
Jiahao Feng ◽  
Yangyang Deng ◽  
Lizhe Sun ◽  
Yue Wu ◽  
...  

Objective. The pathophysiologic mechanism of how thyroid function is related to the development and prognosis of acute myocardial infarction (AMI) remains under explored, and there has been a lack of clinical investigations. In this study, we investigate the relationship between triiodothyronine (T3) level and cardiac ejection fraction (EF) as well as probrain natriuretic peptide (NT-proBNP) on admission and subsequent prognosis in AMI patients. Methods. We measured admission thyroid function, NT-proBNP, and EF by echocardiography in 345 patients diagnosed with AMI. Simple and multiregression analyses were performed to investigate the correlation between T3 level and EF as well as NT-proBNP. Major adverse cardiovascular events (MACE), including new-onset myocardial infarction, acute heart failure, and cardiac death, were documented during the follow-up. 248 participants were separated into three groups based on T3 and free triiodothyronine (FT3) levels for survival analysis during a 2-year follow-up. Results. 345 patients diagnosed with AMI were included in the initial observational analysis. 248 AMI patients were included in the follow-up survival analysis. The T3 levels were found to be significantly positively correlated with EF (R square=0.042, P<0.001) and negatively correlated with admission NT-proBNP levels (R square=0.059, P<0.001), which is the same with the correlation between FT3 and EF (R square=0.053, P<0.001) and admission NT-proBNP levels (R square=0.108, P<0.001). Kaplan-Meier survival analysis revealed no significant difference with regard to different T3 or FT3 levels at the end of follow-up. Conclusions. T3 and FT3 levels are moderately positively correlated with cardiac function on admission in AMI patients but did not predict a long-time survival rate. Further studies are needed to explain whether longer-term follow-up would further identify the prognosis effect of T3 on MACE and all-cause mortality.


2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
C X Song ◽  
R Fu ◽  
J G Yang ◽  
K F Dou ◽  
Y J Yang

Abstract Background Controversy exists regarding the use of beta-blockers (BBs) among patients with acute myocardial infarction (AMI) in contemporary reperfusion era. Previous studies predominantly focused on beta-blockers prescribed at discharge, and the effect of long-term adherence to beta-blocker on major adverse cardiovascular events (MACE) remains unclear. Objective To explore the association between long-term beta-blocker use patterns and MACE among contemporary AMI patients. Methods We enrolled 7860 patients with AMI, who were discharged alive and prescribed with BBs based on CAMI registry from January 2013 to September 2014. Patients were divided into two groups according to BBs use pattern: Always users group (n=4476) were defined as patients reporting BBs use at both 6- and 12-month follow-up; Inconsistent users group were defined as patients reporting at least once not using BBs at 6- or 12-month follow-up. Primary outcome was defined as MACE at 24-month follow-up, including all-cause death, non-fatal MI and repeat-revascularization. Multivariable cox proportional hazards regression model was used to assess the association between BBs and MACE. Results Baseline characteristics are shown in table 1. At 2-year follow-up, 518 patients in inconsistent users group (15.6%) and 548 patients in always users group (12.3%) had MACE. After multivariable adjustment, inconsistent use of BBs was associated with higher risk of MACE (HR: 1.323, 95% CI: 1.171–1.493, p<0.001). Table 1 Baseline characteristics Variable Always user (N=4476) Inconsistent user (N=3384) P value Age (years) 60.6±12.0 61.2±12.2 <0.001 Male 3381 (75.7%) 2461 (74.3%) 0.084 Diabetes 892 (20.0%) 610 (18.4%) 0.003 Hypertension 2372 (53.2%) 1543 (46.6%) <0.001 Dyslipidemia 244 (5.5%) 126 (3.8%) <0.001 Prior myocardial infarction 351 (7.9%) 232 (7.0%) <0.001 Heart failure 88 (2.0%) 63 (1.9%) <0.001 Chronic obstructive pulmonary disease 66 (1.5%) 60 (1.8%) <0.001 Current smoker 2054 (46.1%) 1579 (47.8%) 0.179 Left ventricular ejection fraction (%) 53.7±11.48 54.0±10.9 <0.001 Major Adverse Cardiovascular Events 548 (12.3%) 518 (15.6%) <0.001 Conclusions Our results showed consistent BBs use was associated with reduced risk of MACE among patients with AMI managed by contemporary treatment. Acknowledgement/Funding CAMS Innovation Fund for Medical Sciences (CIFMS) (2016-I2M-1-009)


PLoS ONE ◽  
2021 ◽  
Vol 16 (6) ◽  
pp. e0249338
Author(s):  
Syed Waseem Abbas Sherazi ◽  
Jang-Whan Bae ◽  
Jong Yun Lee

Objective Some researchers have studied about early prediction and diagnosis of major adverse cardiovascular events (MACE), but their accuracies were not high. Therefore, this paper proposes a soft voting ensemble classifier (SVE) using machine learning (ML) algorithms. Methods We used the Korea Acute Myocardial Infarction Registry dataset and selected 11,189 subjects among 13,104 with the 2-year follow-up. It was subdivided into two groups (ST-segment elevation myocardial infarction (STEMI), non ST-segment elevation myocardial infarction NSTEMI), and then subdivided into training (70%) and test dataset (30%). Third, we selected the ranges of hyper-parameters to find the best prediction model from random forest (RF), extra tree (ET), gradient boosting machine (GBM), and SVE. We generated each ML-based model with the best hyper-parameters, evaluated by 5-fold stratified cross-validation, and then verified by test dataset. Lastly, we compared the performance in the area under the ROC curve (AUC), accuracy, precision, recall, and F-score. Results The accuracies for RF, ET, GBM, and SVE were (88.85%, 88.94%, 87.84%, 90.93%) for complete dataset, (84.81%, 85.00%, 83.70%, 89.07%) STEMI, (88.81%, 88.05%, 91.23%, 91.38%) NSTEMI. The AUC values in RF were (98.96%, 98.15%, 98.81%), ET (99.54%, 99.02%, 99.00%), GBM (98.92%, 99.33%, 99.41%), and SVE (99.61%, 99.49%, 99.42%) for complete dataset, STEMI, and NSTEMI, respectively. Consequently, the accuracy and AUC in SVE outperformed other ML models. Conclusions The performance of our SVE was significantly higher than other machine learning models (RF, ET, GBM) and its major prognostic factors were different. This paper will lead to the development of early risk prediction and diagnosis tool of MACE in ACS patients.


Circulation ◽  
2020 ◽  
Vol 142 (Suppl_3) ◽  
Author(s):  
Stephanie Wu ◽  
Marie Lauzon ◽  
Jenna Maughan ◽  
Leslee J Shaw ◽  
Sheryl F Kelsey ◽  
...  

Background: Relatively high left ventricular ejection fraction (EF) (>65%) in women was recently associated with higher all-cause mortality over 6 years follow-up in the CONFIRM study. We sought to evaluate high EF and major adverse cardiovascular events (MACE) in the Women’s Ischemia Syndrome Evaluation (WISE) study. Methods: The WISE original cohort (enrolled 1996-2000) is a multicenter prospective study of women with suspected ischemic heart disease undergoing clinically indicated invasive coronary angiography. We investigated the relationship between high (>65%) and normal (55-65%) EF and MACE, defined as all-cause death, nonfatal myocardial infarction (MI), stroke and heart failure (HF) hospitalization using Kaplan Meier (KM) and regression analyses. Results: A total of 653 women were included (298 high and 355 normal EF). Mean age was 58±11 years and mean EF was 68±7%. There was no significant difference in MACE by EF group over a 10-year follow-up period (log rank p=0.54, Figure ). When patients were stratified by the presence of obstructive CAD, MACE rates remained similar between high and normal EF. High EF was not associated with stroke or HF but had a lower MI risk (log rank p=0.03, Table ). EF was not associated with MACE in a multivariable regression model. Conclusions: Among women presenting with evidence of ischemia, there was no significant difference in MACE between high and normal EF groups. High EF was associated with a lower risk of myocardial infarction as an individual component of MACE.


1989 ◽  
Vol 35 (11) ◽  
pp. 2179-2185 ◽  
Author(s):  
R H Christenson ◽  
E M Ohman ◽  
P Clemmensen ◽  
P Grande ◽  
J Toffaletti ◽  
...  

Abstract Characteristics of CK-MB, the MB1 and MB2 isoforms, and the MB2/MB1 ratio are described in six acute myocardial infarction (AMI) patients in whom the infarct-related artery was identified and, after intervention, normal coronary flow was re-established. After myocardial reperfusion, washout of CK-MB and the MB2 isoform occurred in parallel, with CK-MB peaking between 5.75 and 10.0 h, and MB2 peaking between 4.50 and 8.00 h. In five of the six patients, MB1 peaked between 8.75 and 15.5 h; the MB2/MB1 ratio demonstrated the earliest peak from 0.75 to 2.25 h. When we compared this study group to an additional 10 AMI patients who had achieved myocardial reperfusion earlier, we found a significant difference (P less than 0.005) for all tests, except MB1 isoform activity, as early as 50 min after reperfusion. This same comparison, by logistic-regression analysis, showed that the MB2/MB1 ratio discriminated between the groups 50 min after reperfusion (P less than 0.05); MB2 showed near-significance at 100 min (P less than 0.057); and CK-MB achieved significance after 200 min (P less than 0.05). CK-MB, the MB2 isoform, and especially the MB2/MB1 ratio show potential for the early, noninvasive detection of myocardial reperfusion.


Stroke ◽  
2020 ◽  
Vol 51 (Suppl_1) ◽  
Author(s):  
Benjamin Miao ◽  
Adrian Hernandez ◽  
Mark Alberts ◽  
Yuani Roman ◽  
Craig Coleman

Introduction: Data on the contemporary risk of major adverse cardiovascular events (MACE) in patients with established cerebrovascular disease (CVD) are needed. Objective: To evaluate the 4-year incidence of MACE in patients with established CVD. Methods: Using US IBM MarketScan claims we identified patients ≥45-years old with billing codes indicating established CVD during the 2013 calendar year (baseline). Starting on January 1, 2014, patients identified as having CVD were followed for the occurrence of MACE (defined as the composite of cardiovascular death, ischemic stroke or myocardial infarction). To be included in this analysis patients had to have a minimum of 4-years (±3-months) of available follow up prior to the end-of-data availability (December 31, 2017). Secondary study outcomes included the incidence of individual MACE components. Results: We identified 48,160 patients with CVD with a minimum 4-years (±3-months) of follow up. At baseline, the median (25%, 75% range) age of patients was 71 years (59, 79), 47.6% were women and 27.9% had disease in at least 1 additional vascular bed (16.9% coronary, 14.9% peripheral, 25.7% carotid). Stroke risk factors included hypertension (90.4%), hypercholesterolemia (68.6%), heart failure (21.6%) and atrial fibrillation (21.0%). During 2013, CVD patients were receiving angiotensin-converting enzyme inhibitor/receptor blockers (57.5%), beta-blockers (50.5%), calcium antagonists (34.9%), diuretics (41.0%), oral anticoagulants (19.1%), P2Y12 inhibitors (27.0%) and statins (65.7%). During the 4-years of follow up, 11.5% of established CVD patients experienced MACE. Of these, 8.3% had an ischemic stroke, 4.9% had a myocardial infarction and 1.2% died of cardiovascular causes. Conclusions: Patients with established CVD possess a substantial 4-year risk of MACE, notably ischemic stroke.


2020 ◽  
Vol 41 (Supplement_2) ◽  
Author(s):  
P Paolisso ◽  
F Donati ◽  
L Bergamaschi ◽  
S Toniolo ◽  
E.C D'Angelo ◽  
...  

Abstract Background Myocardial infarction with non-obstructive coronary arteries (MINOCA) is a heterogeneous clinically entity and represents 5% to 10% of all patients with myocardial infarction (MI). Besides type 2 diabetes mellitus (DM), which is a common comorbidity in patients hospitalized for an acute coronary syndrome, high glucose levels (HGL) at admission are frequently observed in this context. The risk of major adverse cardiovascular events following acute coronary syndrome is increased in people with DM and HGL. However, evidence regarding diabetes and high glucose level among MINOCA patients is lacking. Purpose To examine the incidence of major adverse cardiovascular events (MACEs) in diabetic and non-diabetic MINOCA patients as well as according to HGL at presentation. Methods Among 1995 patients with acute MI admitted to our coronary care unit from 2016 to 2018, we enrolled 186 consecutive MINOCA patients according to the current ESC diagnostic criteria. HGL at admission was defined as serum glucose level above 180 mg/dl. All-cause mortality and a composite end-point of all-cause mortality and myocardial re-infarction were compared. The median follow-up time was 19.6±12.9 months. Results Diabetic MINOCA patients were older (mean age 75.5±9.6 vs 66.5±14.7; p=0.002) and with higher prevalence of hypertension (p=0.016). Conversely, there were no significant differences in gender, BMI, dyslipidemia and atrial fibrillation. Similarly, no significant differences were observed regarding clinical and ECG presentation, echocardiographic features and laboratory tests. The rates of death (30.8% vs 8.3%; p=0.013) and MACEs (22.2% vs 6.8%; p=0.025) were significantly higher in MINOCA-DM patients; conversely, no significant differences were observed for re-MI (p=0.58). At multivariate regression model adjusted for age and sex, type 2 DM was not an independent predictor of all cause deaths (p=0.36) and MACE (p=0.24). Patients with admission HGL had similar baseline characteristics, cardiovascular risk factors, clinical presentations, echocardiographic features and troponin values as compared to patients with no-HGL. HGL at admission was associated with higher incidence of all-cause-death (p&lt;0.001) and MACE (p=0.003) during follow-up compared to patients with no HGL; conversely, no significant differences were observed in the incidence of re-MI (p=0.7). Multivariate analysis adjusted for age and sex demonstrated that HGL was an independent predictor of death (HR 6.25; CI 1.64–23.85; p=0.007) and MACEs (HR 6.17; CI 1.79–21.23, p=0.004). Conclusion In MINOCA patients, HGL was an independent risk factor for both MACEs and death while type 2 DM was not correlated with these hard endpoints. As a consequence, HGL could have a still unexplored pathophysiological role in MINOCA. Properly powered randomized trials are warranted. Funding Acknowledgement Type of funding source: None


2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
K Motozato ◽  
K Sakamoto ◽  
K Tsujita ◽  
K Nakao ◽  
Y Ozaki ◽  
...  

Abstract Background The CHADS2score has mainly been used to predict the likelihood of cerebrovascular accidents in patients with atrial fibrillation. However, increasing attention is being paid to this scoring system for risk stratification of patients with coronary artery disease. We investigated the value of the CHADS2 score in predicting cardiovascular events in Japanese acute myocardial infarction (AMI) patients without atrial fibrillation. Methods To elucidate the prognostic value of CHADS2score in AMI patients, we analysed data of the Japanese registry of acute Myocardial INfarction diagnosed by Universal dEfiniTion (J-MINUET). This was a prospective and multicenter registry consisting of 3,283 AMI patients, who were hospitalized within 48-hours of onset from July 2012 to March 2014. We calculated the CHADS2 scores for 3,044 patients without clinical evidence of atrial fibrillation. The presence of heart failure was substituted by Killip classification>2 on admission. Clinical follow-up data was obtained for 3 years. In addition to the in-hospital mortality,we evaluated cardiovascular events, defined as all cause deathor non-fatal MI during 3-year follow up periods. Results In this study, enrolled patients were classified into low- (point 0–1), intermediate- (point 2–3), and high-score (point 4–6) groups by calculating CHADS2 score. Overall patients with low, intermediate and high score were divided into 1,395, 1,393 and 256 patients, respectively. In-hospital mortality among low, intermediate, and high score groups were 2.8%, 7.4% and 14.8%, respectively (P<0.001). The incidence of cardiovascular eventsamong low, intermediate, and high score groups were 7.8%, 16.3%, 29.3%, respectively (P<0.001). Kaplan-Meier analysis showed a significant difference between the groups (Figure). The event rates were significantly higher in both high score and intermediate score group than in low score group (P<0.001). Multivariate Cox hazard analysis identified CHADS2 score (per 1 point) as an independent predictor of cardiovascular events in addition to chronic kidney disease and lower body mass index. (hazard ratio, 1.344; 95% CI, 1.239–1.459; P<0.001). Among the factors constituting CHADS2 score, heart failure and age were identified as independent predictors for in-hospital mortality. With respect to the cardiovascular event during 3 years, heart failure, age, and previous stroke were revealed as significant independent predictors. Conclusion This large cohort study indicated that the CHADS2 score is useful for the prediction of in-hospital mortality and the cardiovascular events during 3-year follow up in Japanese AMI patients without atrial fibrillation.


2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
A Kulach ◽  
K Wita ◽  
M Wita ◽  
M Wybraniec ◽  
K Wilkosz ◽  
...  

Abstract Background Despite progress in the medical and interventional treatment of acute myocardial infarction (AMI) and low in-hospital mortality related to AMI, a post-discharge prognosis in MI survivors is still unacceptable. The Managed Care in Acute Myocardial Infarction (MC-AMI, KOS-zawal) is a program introduced by Poland's National Health Fund aiming at comprehensive care for patients with AMI to improve long-term prognosis. It includes acute intervention, complex revascularization, cardiac rehabilitation (CR), outpatient follow-up, and prevention of SCD. Aims To assess the effect of MC-AMI on major adverse cardiovascular events (MACE) in a 3-month follow-up. Methods In this single-center, retrospective observational study we enrolled 1211 patients, and compared them to 1130 subjects in the control group. After 1:1 propensity score matching two groups of 529 subjects each were compared. Cox regression was performed to assess the effect of MC-AMI and other variables on MACE. Results MC-AMI has been proved to reduce MACE rate by 45% in a 3-month observation. Multivariable Cox regression analysis revealed MC-AMI participation to be inversely associated with the occurrence MACE at 3 months (HR 0.476, 95% CI 0.283–0.799, p<0.005). Besides, older age, male sex (HR 2.0), history of unstable angina (HR 3.15), peripheral artery disease (HR 2.17), peri-MI atrial fibrillation (HR 1.87) and diabetes (HR 1.5), were significantly associated with the primary endpoint. Comparison of study endpoints between KO Total, n (%) MC-AMI group, n (%) Control Group, n (%) RR 95% CI NNT P n=1058 n=529 n=529 All-cause mortality 19 (1.8%) 7 (1.3%) 12 (2.3%) 0.583 0.232–1.470 105.8 0.247 Hospitalization for HF 31 (2.9%) 12 (2.3%) 19 (3.6%) 0.632 0.310–1.288 75.6 0.202 Myocardial infarction 25 (2.4%) 9 (1.7%) 16 (3.0%) 0.563 0.251–1.262 75.6 0.157 MACE 73 (6.9%) 26 (4.9%)# 47 (8.9%) 0.553 0.348–0.879 25.2 0.012 *Two-tailed Pearson's Chi-square test; MACE, Major Adverse Cardiovascular Events. #Number of patients with at least one MACE; in 2 patients 2 endpoints occurred. This explains why the total number of MACE is lower than the sum of all endpoints. MC-AMI vs. control - MACE in 3 months up Conclusions MC-AMI is the first program of a comprehensive. Participation in MC-AMI – a first comprehensive in-hospital and post-discharge care for AMI patients for AMI patients improves prognosis and reduces MACE rate by 45% as soon as in 3 months.


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