Sex and racial disparities in non-alcoholic fatty liver disease-related cardiovascular events: National inpatient sample analysis (2019)

BACKGROUND Non-alcoholic fatty liver disease(NAFLD)increases cardiovascular disease(CVD)risk irrespective of other risk factors.However,large-scale cardiovascular sex and race differences are poorly understood.AIM To investigate the relationship between NAFLD and major cardiovascular and cerebrovascular events(MACCE)in subgroups using a nationally representative United States inpatient sample.METHODS We examined National Inpatient Sample(2019)to identify adult hospitalizations with NAFLD by age,sex,and race using ICD-10-CM codes.Clinical and demographic characteristics,comorbidities,and MACCE-related mortality,acute myocardial infarction(AMI),cardiac arrest,and stroke were compared in NAFLD cohorts by sex and race.Multivariable regression analyses were adjusted for sociodemographic characteristics,hospitalization features,and comorbidities.RESULTS We examined 409130 hospitalizations[median 55(IQR 43-66)years]with NFALD.NAFLD was more common in females(1.2%),Hispanics(2%),and Native Americans(1.9%)than whites.Females often reported non-elective admissions,Medicare enrolment,the median age of 55(IQR 42-67),and poor income.Females had higher obesity and uncomplicated diabetes but lower hypertension,hyperlipidemia,and complicated diabetes than males.Hispanics had a median age of 48(IQR 37-60),were Medicaid enrollees,and had non-elective admissions.Hispanics had greater diabetes and obesity rates than whites but lower hypertension and hyperlipidemia.MACCE,all-cause mortality,AMI,cardiac arrest,and stroke were all greater in elderly individuals(P<0.001).MACCE,AMI,and cardiac arrest were more common in men(P<0.001).Native Americans(aOR 1.64)and Asian Pacific Islanders(aOR 1.18)had higher all-cause death risks than whites.CONCLUSION Increasing age and male sex link NAFLD with adverse MACCE outcomes;Native Americans and Asian Pacific Islanders face higher mortality,highlighting a need for tailored interventions and care.

Elevated cardiovascular risk and acute events in hospitalized colon cancer survivors:A decade-apart study of two nationwide cohorts

BACKGROUND Over the years,strides in colon cancer detection and treatment have boosted survival rates;yet,post-colon cancer survival entails cardiovascular disease(CVD)risks.Research on CVD risks and acute cardiovascular events in colorectal cancer survivors has been limited.AIM To compare the CVD risk and adverse cardiovascular outcomes in current colon cancer survivors compared to a decade ago.METHODS We analyzed 2007 and 2017 hospitalization data from the National Inpatient Sample,studying two colon cancer survivor groups for CVD risk factors,mortality rates,and major adverse events like pulmonary embolism,arrhythmia,cardiac arrest,and stroke,adjusting for confounders via multivariable regression analysis.RESULTS Of total colon cancer survivors hospitalized in 2007(n=177542)and 2017(n=178325),the 2017 cohort often consisted of younger(76 vs 77 years),male,African-American,and Hispanic patients admitted non-electively vs the 2007 cohort.Furthermore,the 2017 cohort had higher rates of smoking,alcohol abuse,drug abuse,coagulopathy,liver disease,weight loss,and renal failure.Patients in the 2017 cohort also had higher rates of cardiovascular comorbidities,including hypertension,hyperlipidemia,diabetes,obesity,peripheral vascular disease,congestive heart failure,and at least one traditional CVD(P<0.001)vs the 2007 cohort.On adjusted multivariable analysis,the 2017 cohort had a significantly higher risk of pulmonary embolism(PE)(OR:1.47,95%CI:1.37-1.48),arrhythmia(OR:1.41,95%CI:1.38-1.43),atrial fibrillation/flutter(OR:1.61,95%CI:1.58-1.64),cardiac arrest including ventricular tachyarrhythmia(OR:1.63,95%CI:1.46-1.82),and stroke(OR:1.28,95%CI:1.22-1.34)with comparable all-cause mortality and fewer routine discharges(48.4%vs 55.0%)(P<0.001)vs the 2007 cohort.CONCLUSION Colon cancer survivors hospitalized 10 years apart in the United States showed an increased CVD risk with an increased risk of acute cardiovascular events(stroke 28%,PE 47%,arrhythmia 41%,and cardiac arrest 63%).It is vital to regularly screen colon cancer survivors with concomitant CVD risk factors to curtail long-term cardiovascular complications.

Prediabetes: An overlooked risk factor for major adverse cardiac and cerebrovascular events in atrial fibrillation patients

BACKGROUND Prediabetes is a well-established risk factor for major adverse cardiac and cerebrovascular events(MACCE).However,the relationship between prediabetes and MACCE in atrial fibrillation(AF)patients has not been extensively studied.Therefore,this study aimed to establish a link between prediabetes and MACCE in AF patients.AIM To investigate a link between prediabetes and MACCE in AF patients.METHODS We used the National Inpatient Sample(2019)and relevant ICD-10 CM codes to identify hospitalizations with AF and categorized them into groups with and without prediabetes,excluding diabetics.The primary outcome was MACCE(all-cause inpatient mortality,cardiac arrest including ventricular fibrillation,and stroke)in AF-related hospitalizations.RESULTS Of the 2965875 AF-related hospitalizations for MACCE,47505(1.6%)were among patients with prediabetes.The prediabetes cohort was relatively younger(median 75 vs 78 years),and often consisted of males(56.3%vs 51.4%),blacks(9.8%vs 7.9%),Hispanics(7.3%vs 4.3%),and Asians(4.7%vs 1.6%)than the non-prediabetic cohort(P<0.001).The prediabetes group had significantly higher rates of hypertension,hyperlipidemia,smoking,obesity,drug abuse,prior myocardial infarction,peripheral vascular disease,and hyperthyroidism(all P<0.05).The prediabetes cohort was often discharged routinely(51.1%vs 41.1%),but more frequently required home health care(23.6%vs 21.0%)and had higher costs.After adjusting for baseline characteristics or comorbidities,the prediabetes cohort with AF admissions showed a higher rate and significantly higher odds of MACCE compared to the non-prediabetic cohort[18.6%vs 14.7%,odds ratio(OR)1.34,95%confidence interval 1.26-1.42,P<0.001].On subgroup analyses,males had a stronger association(aOR 1.43)compared to females(aOR 1.22),whereas on the race-wise comparison,Hispanics(aOR 1.43)and Asians(aOR 1.36)had a stronger association with MACCE with prediabetes vs whites(aOR 1.33)and blacks(aOR 1.21).CONCLUSION This population-based study found a significant association between prediabetes and MACCE in AF patients.Therefore,there is a need for further research to actively screen and manage prediabetes in AF to prevent MACCE.

Electrocardiographic predictors of cardiovascular events in patients at high cardiovascular risk: a multicenter study

Background There are limited data on the prevalence of electrocardiographic (ECG) abnormalities, and their value for predicting a major adverse cardiovascular event (MACE) in patients at high cardiovascular risk. This study aimed to determine the prevalence of ECG abnormalities in patients at high risk for cardiovascular events, and to identify ECG abnormalities that significantly predict MACE. Methods Patients aged ≥ 45 years with established atherosclerotic disease (EAD) were consecutively enrolled from the outpatient clinics of the six participating hospitals during April 2011 to March 2014. The following data were collected: demographic data, cardiovascular risk factors, history of cardiovascular event, physical examination, ECG and medications. ECG was analyzed using Minnesota Code criteria. MACE included cardiovascular death, non-fatal myocardial infarction, and hospitalization due to unstable angina or heart failure. Results A total of 2009 patients were included, 1048 patients (52.2%) had established EAD, and 961 patients (47.8%) had multiple risk factors (MRF). ECG abnormalities included atrial fibrillation (6.7%), premature ventricular contraction (5.4%), pathological Q-wave (Q/QS)(21.3%), T-wave inversion (20.0%), intraventricular ventricular conduction delay (IVCD)(7.3%), left ventricular hypertrophy (LVH)(12.2%), and AV block (12.5%). MACE occurred in 88 patients (4.4%). Independent predictors of MACE were chronic kidney disease, EAD, and the presence of atrial fibrillation, Q/QS, IVCD or LVH by ECG. Conclusions A high prevalence of ECG abnormalities was found. The prevalence of ECG abnormalities was high even among those with risk factors without documented cardiovascular disease.

The Use of Lipoprotein-Associated Phospholipase A2 in a Chinese Population to Predict Cardiovascular Events

Objective To explore associations between lipoprotein-associated phospholipase A2(Lp-PLA2)and the risk of cardiovascular events in a Chinese population,with a long-term follow-up.Methods A random sample of 2,031 participants(73.6%males,mean age=60.4 years)was derived from the Asymptomatic Polyvascular Abnormalities Community study(APAC)from 2010 to 2011.Serum Lp-PLA2 levels were determined by enzyme-linked immunosorbent assay(ELISA).The composite endpoint was a combination of first-ever stroke,myocardial infarction(MI)or all-cause death.Lp-PLA2 associations with outcomes were assessed using Cox models.Results The median Lp-PLA2 level was 141.0 ng/m L.Over a median follow-up of 9.1 years,we identified 389 events(19.2%),including 137 stroke incidents,43 MIs,and 244 all-cause deaths.Using multivariate Cox regression,when compared with the lowest Lp-PLA2 quartile,the hazard ratios with95%confidence intervals for developing composite endpoints,stroke,major adverse cardiovascular events,and all-cause death were 1.77(1.24–2.54),1.92(1.03–3.60),1.69(1.003–2.84),and 1.94(1.18–3.18)in the highest quartile,respectively.Composite endpoints in 145(28.6%)patients occurred in the highest quartile where Lp-PLA2(159.0 ng/m L)was much lower than the American Association of Clinical Endocrinologists recommended cut-off point,200 ng/m L.Conclusion Higher Lp-PLA2 levels were associated with an increased risk of cardiovascular event/death in a middle-aged Chinese population.The Lp-PLA2 cut-off point may be lower in the Chinese population when predicting cardiovascular events.

Myeloperoxidase and High-Sensitivity C-Reactive Protein for Predicting Major Adverse Cardiovascular Events in Patients with Coronary Heart Disease

Background: Research has shown that high-sensitivity C-reactive protein (hs-CRP) is a major inflammatory marker for prediction of acute coronary syndrome (ACS). Myeloperoxidase (MPO) also plays an important role in atherosclerosis initiation and development. In present study, the major adverse cardiovascular events (MACEs) of patients with coronary heart disease (CHD) were investigated. Methods: MPO, hs-CRP and ACS-related risk factors from 201 ACS (78 AMI and 123 UAP) and 210 non-ACS (84 SAP and 126 non-CHD) patients confirmed by coronary angiography were detected, and the data were analyzed with receiver operating characteristic (ROC) curve and Spearman’s correlation coefficients. MACEs of 285 CHD patients were investigated during the 4-year period follow-up from March 2010 to May 2014. Results: The areas under ROC curve for diagnosing ACS were 0.888 (95% CI 0.843 - 0.933) for MPO, and 0.862 (95% CI 0.815-0.910) for hs-CRP, respectively. There were significantly correlations between MPO and hs-CRP in both ACS and non-ACS groups. Regarding to ACS patients, both MPO and hs-CRP were positively correlated with BMI, TC, TG, LDL-C and Hcy. Prospective study demonstrated that the incidences of MACEs associated significantly with elevated MPO baseline level (yes vs no, OR 7.383, 95% CI 4.095 - 13.309) and high hs-CRP baseline level (yes vs no, OR 4.186, 95% CI 2.469 - 7.097) in CHD patients. Conclusions: The present study provides the epidemiological evidence that elevated baseline MPO and hs-CRP levels are both valuable predictors of MACEs in CHD patients. MPO and hs-CRP would prompt the progression of atherosclerosis and development from SAP to ACS.

A Low Serum Albumin Level Predicts Cardiovascular Events in Hemodialysis Patients with Preserved Left Ventricular Ejection Fraction

Background: Cardiovascular (CV) diseases are the most frequent cause of death in hemodialysis (HD) patients. The aim of this study was to identify risk factors for CV events in HD patients with preserved left ventricular ejection fraction (PEF). Objectives: A total of 213 HD patients (69 years, 64.1% males) were enrolled. Demographic, laboratory test, and echocardiographic data were recorded, and CV events during the 32-month follow-up period were documented. Results: During the follow-up period, 31 patients (14.6%) died and 50 patients (23.5%) suffered a fatal or nonfatal CV event. Age and serum albumin, C-reactive protein, total cholesterol, non-HDL cholesterol, and NT-proBNP levels were associated with CV events according to a univariate analyses. A multivariate analysis identified a low serum albumin value

Comparison of gliclazide vs linagliptin on hypoglycemia and cardiovascular events in type 2 diabetes mellitus: A systematic review

BACKGROUND Cardiovascular outcome trials have demonstrated cardiovascular safety of glimepiride(a sulfonylureas) against dipeptidyl peptidase-4 inhibitor linagliptin.Gliclazide(another newer sulfonylureas) has shown similar glycemic efficacy and 50% decreased risk of hypoglycemia compared to glimepiride.AIM Considering the absence of cardiovascular outcome trials for gliclazide, we decided to conduct a systematic review of the literature to assess the cardiovascular(CV) safety by assessing the risk for major adverse CV events and hypoglycemia risk of gliclazide vs linagliptin in patients with type 2 diabetes(T2D).METHODS This systematic review followed the current Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines to analyze all the clinical studies published from 2008 that compared the two drugs in patients with T2D with no risk of CV disease(CVD). We included only evidence designated high quality by the Oxford Center for Evidence-based Medicine-Levels of Evidence.RESULTS Eight clinical studies were included in the narrative descriptive analysis(gliclazide: 5 and linagliptin: 3). The CV safety of gliclazide in the Action in Diabetes and Vascular Disease: Preterax and Diamicron Modified Release Controlled Evaluation trial and of linagliptin in the Cardiovascular and Renal Microvascular Outcome Study With Linagliptin(CARMELINA) and CARdiovascular Outcome study of LINAgliptin vs glimepiride in patients with T2D(CAROLINA)trials were excluded from the comparative analysis as these trials demonstrated CV and hypoglycemia benefits in patients at high risk of CVD. However, since these are landmark trials,they were discussed in brief to show the CV benefits and low hypoglycemia risk of gliclazide and linagliptin. We did not find any study comparing gliclazide with linagliptin. Hence, direct comparison of their major adverse CV events and hypoglycemia risk could not be carried out.However, the literature meeting the inclusion criteria showed that both drugs were effective in achieving the desired glycemic control and had low major adverse CV events and hypoglycemia risk in adult patients with no history of CVD.CONCLUSION Gliclazide can be considered an effective and safe glucose-lowering drug in T2D patients with no established CVD but at high risk of CVD due to their T2D status. Future randomized controlled trials comparing gliclazide with linagliptin or dipeptidyl peptidase-4 inhibitors can confirm these findings.

Control of modifiable risk factors and major adverse cardiovascular events in people with peripheral artery disease and diabetes

BACKGROUND People with diabetes and peripheral artery disease(PAD)have a high risk of major adverse cardiovascular events(MACE).Prior research suggests that medical therapies aimed to control modifiable risk factors are poorly implemented in patients with PAD.AIM To examine the association between the control of modifiable risk factors,estimated by the novel PAD-medical score,and the incidence of MACE in people with PAD and diabetes.METHODS Participants were recruited from out-patient clinics if they had a diagnosis of both PAD and diabetes.Control of reversible risk factors was assessed by a new composite measure,the PAD-medical score.This score takes into account the control of low-density lipoprotein cholesterol,blood pressure,blood glucose,smoking and prescription of an anti-platelet.Participants were followed to record incidence of myocardial infarction,stroke and cardiovascular death(MACE).The association of PAD-medical score with MACE was assessed using Cox proportional hazard analyses adjusting for age,sex and prior history of ischemic heart disease and stroke.RESULTS Between 2002 and 2020,a total of 424 participants with carotid artery disease(n=63),aortic or peripheral aneurysm(n=121)or lower limb ischemia(n=240)were prospectively recruited,and followed for a median duration(inter-quartile range)of 2.0(0.2–4.4)years.Only 33(7.8%)participants had the optimal PAD-medical score of five,with 318(75%)scoring at least three out of five.There were 89(21.0%)participants that had at least one MACE during the follow-up period.A one-unit higher PAD-medical score was associated with lower risk of MACE(HR=0.79,95%CI:0.63-0.98)after adjusting for other risk factors.CONCLUSION The PAD-medical score provides a simple way to assess the control of modifiable risk factors targeted by medical management aimed to reduce the incidence of MACE.

Left atrial area index predicts adverse cardiovascular events in patients with unstable angina pectoris

BackgroundThe 左 atrial 尺寸被看作了不利心血管的结果的一个有用标记。然而，左 atrial 区域索引(LAAI ) 是否与不稳定的心绞痛(UAP ) 在病人为预后有预兆的价值，不是众所周知的。这研究被瞄准估计在 LAAI 之间的协会，在 UAP patients.MethodsWe 的结果注册了作为 UAP 诊断的 391 个在里面医院病人的一个总数。临床并且在基线的 echocardiographic 数据被收集。病人是跟随的 for&#x000a0； adverse&#x000a0 的发展； cardiovascular&#x000a0；(CV ) 事件，为心绞痛的包括的医院重新接纳，尖锐心肌的梗塞(AMI ) ，充血的心失败(CHF ) ，击和所有原因 mortality.ResultsDuring 26.3 &#x000b1 的一吝啬的后续时间；8.6 个月， 98 个不利 CV 事件发生了(为心绞痛，四 AMI，四 CHF，一中风和五所有原因死亡的 84 医院重新接纳) 。在一个 multivariate 考克斯模型， LAAI [或：1.140， 95% CI：1.016-1.279， P = 0.026 ] ，心脏舒张的血压(或：0.976， 95% CI：0.956-0.996， P = 0.020 ) 并且脉搏压力(或：1.020， 95% CI：1.007-1.034， P = 0.004 ) 为在 UAP patients.ConclusionsLAAI 的不利 CV 事件的独立预言者是独立于的不利 CV 事件的一个预言者临床并且在 UAP 病人的另外的 echocardiographic 参数。

Relationship between pulmonary hypertension and cardiovascular events, all-cause death in maintenance hemodialysis patients

Objective: To determine the impact of pulmonary hypertension (PH) on maintenance hemodialysis (MHD) patients' cardiovascular events and all-cause mortality. Methods: We included 90 MHD patients, divided into group with PH and group without PH. All patients had been followed up for 4 years, and the primary endpoints were all cause mortality and cardiovascular events. We compared the clinical data and the endpoint events between the two groups. Results: We found PH in 37 patients (41.11%). The incidence of previous cardiovascular disease in group with PH was significantly higher than that in group without PH (χ2=2.034, P < 0.05). The left atrial diameter in group with PH was significantly higher than that in group without PH (t = 7.265, P < 0.01). Logistic regression analysis revealed that previous cardiovascular disease and left atrial diameter were the independent determinants of PH. The rate of new cardiovascular events in group with PH(59.5%) was significantly higher than that in group without PH(34%) (χ2=9.203, P < 0.05). The associated variables of cardiovascular events were:systolic pulmonary arterial pressure, age, history cardiovascular disease, hs-CRP, ejection fraction, left ventricular diastolic dysfunction. In a multivariate model, the PH maintained its independent association. The mortality rate in group with PH (48.6%) was significantly higher than that in group without PH (26.4%) (χ2=5.049, P <0.05). In the Cox survival analysis, we found an association between mortality and systolic pulmonary arterial pressure, age, previous cardiovascular disease, Alb, ejection fraction. In a multivariate model the PH remains as independent predictor of mortality. Conclusion:Pulmonary hypertension is common in HD patients and a valuable predictor of mortality and cardiovascular events.

Excess cardiovascular mortality in men with non-alcoholic fatty liver disease:A cause for concern!

Non-alcoholic fatty liver disease(NAFLD)has emerged as the commonest cause of chronic liver disease worldwide in recent years.With time,our understanding of NAFLD has evolved from an isolated liver condition to a systemic disease with significant manifestations beyond the liver.Amongst them,cardiovascular diseases(CVDs)are the most important and clinically relevant.Recent research supports a strong independent link between NALFD and CVD beyond the shared risk factors and pathophysiology.Female sex hormones are well known to not only protect against CVD in pre-menopausal females,but also contribute to improved adipose tissue function and preventing its systemic deposition.Recent research highlights the increased risk of major adverse cardiovascular-cerebral events(MACCE)amongst male with NAFLD compared to females.Further,racial variation was observed in MACCE outcomes in NAFLD,with excess mortality in the Native Americans and Asian Pacific Islanders compared to the other races.

Non-obstructive coronary artery disease and cardiovascular events in patients with angina-like chest pain detected by coronary angiography:a Chinese cohort study

Objective The utility of non-obstructive coronary artery diseases(NOCAD) in cardiovascular events (CVE) among Chinese patients has less been evaluated. Our objective was to investigate the prognostic value of NOCAD in patients with angina-like chest pain detected by coronary angiography (CAG) in a large Chinese cohort study.

24-Hour Urinary Sodium Excretion Association with Cardiovascular Events:A Systematic Review and Dose-Response Meta-Analysis

Objective The relationship between sodium intake and cardiovascular(CV)events remains unconfirmed.Therefore,we carried out a systematic review and dose-response meta-analysis for evaluating the potential impact of 24-hour sodium excretion on CV risk.Besides,24-hour sodium excretion was used to replace daily sodium diet intake.Methods We searched ISI Web of Science,Embase,Pub Med,and the Cochrane Library.Our study included cohort studies reporting hazard ratio(HR).The random-effects model was used for summarizing the total relative risks(RRs)between the included studies.In addition,the generalized least-squares regression was employed to fit the study model.Results A total of 9 studies involving 645,006 participants were included in this study.A significant non-linear relationship was observed between sodium excretion and CV events(P^(non-linearity)<0.001).In studies collecting 24-h urine samples,the sodium excretion and CV events risk were associated linearly(RR:1.04;95%CI:1.01,1.07).Conclusion In a linear dose-response manner,every 1 g increase in sodium intake was associated with an increased risk of CV events up to 4%.Further studies are required to validate our conclusions further.

Performance of HEART and TIMI scores in predicting major adverse cardiovascular events(MACEs)of chest pain patients in the emergency department:A prospective observational study

Objective:To compare the value of HEART and TIMI scores in predicting major adverse cardiovascular events(MACEs)of patients with chest pain in the emergency department at a tertiary care hospital in Ahmedabad,a city in western India.Methods:A prospective study was conducted on chest pain patients from January to December 2019.All adult patients with non-traumatic chest pain presenting to the emergency department were included,and their HEART and TIMI scores were evaluated.The patients were followed up within 4 weeks for monitoring any major adverse cardiac events or death.The receiver-operating characteristics(ROC)curve was used to determine the value of HEART and TIMI scores in predicting MACEs.Besides,the specificity,sensitivity,positive predictive value(PPV),and negative predictive value(NPV)of the two scores were assessed and compared.Results:A total of 350 patients were evaluated[mean age(55.03±16.6)years,56.6%of males].HEART score had the highest predictive value of MACEs with an area under the curve(AUC)of 0.98,followed by the TIMI score with an AUC of 0.92.HEART score had the highest specificity of 98.0%(95%CI:96.4%-99.6%),the sensitivity of 75.0%(95%CI:70.7%-79.3%),and PPV of 97.0%(95%CI:94.1%-99.9%)and NPV of 82.5%(95%CI:74.6%-90.4%)for low-risk patients.TIMI score had a specificity of 95.0%(95%CI:92.4%-97.6%),sensitivity of 75.0%(95%CI:69.4%-80.6%),PPV of 92.3%(95%CI:88.1%-96.5%)and NPV of 82.3%(95%CI:73.8%-90.8%)for low-risk patients.Conclusions:HEART score is an easier and more practical triage instrument to identify chest pain patients with low-risk for MACEs compared to TIMI score.Patients with high HEART scores have a higher risk of MACEs and require early therapeutic intervention and aggressive management.

Internet of things-based health monitoring system for early detection of cardiovascular events during COVID-19 pandemic

The coronavirus disease 2019(COVID-19)has currently caused the mortality of millions of people around the world.Aside from the direct mortality from the COVID-19,the indirect effects of the pandemic have also led to an increase in the mortality rate of other non-COVID patients.Evidence indicates that novel COVID-19 pandemic has caused an inflation in acute cardiovascular mortality,which did not relate to COVID-19 infection.It has in fact increased the risk of death in cardiovascular disease(CVD)patients.For this purpose,it is dramatically inevitable to monitor CVD patients’vital signs and to detect abnormal events before the occurrence of any critical conditions resulted in death.Internet of things(IoT)and health monitoring sensors have improved the medical care systems by enabling latency-sensitive surveillance and computing of large amounts of patients’data.The major challenge being faced currently in this problem is its limited scalability and late detection of cardiovascular events in IoT-based computing environments.To this end,this paper proposes a novel framework to early detection of cardiovascular events based on a deep learning architecture in IoT environments.Experimental results showed that the proposed method was able to detect cardiovascular events with better performance(95.30%average sensitivity and 95.94%mean prediction values).

Cardiovascular Risk of Opioids: A Real-World Study Based on FAERS

Objective:This research utilizes the FAERS for data mining to identify heart-related side effects caused by opioids,ensuring the safe use of these medications.Methods:Data from 79 quarters(Q12004 to Q32023)involving adverse event(AE)reports for opioids like morphine and oxycodone was reviewed.We applied the MedDRA system to categorize events and used statistical tools,ROR and BCPNN,for signal detection.These findings were cross-checked with drug labels and SIDER 4.1 for accuracy.Identified risks were then categorized by severity using DME and IME classifications.Results:Analysis of adverse events(AEs)for the five examined drugs(35359,14367,144441,10592,and 28848)identified 33,6,12,37,and 34 cardiovascular AEs,and 16,5,7,25,and 21 instances of important medical events(IMEs)respectively.Each drug was linked to cases of cardiac and cardiopulmonary arrest.The cardiovascular AEs varied widely in occurrence and severity,with methadone notably presenting diverse and potent risks,including sudden cardiac death as a distinct medical event(DME).A comparison with SIDER 4.1 showed 11 opioid-related cardiovascular AEs in line with our findings.Standardized MedDRA Queries(SMQs)confirmed these results,indicating stronger signals for methadone and tramadol,while morphine,hydromorphone,and oxycodone exhibited fewer and weaker signals.Conclusion:The study revealed numerous heart-related adverse effects(AEs)not listed on drug labels and identified new AE patterns.Recognizing these differences in AE profiles and risks across different opioids is crucial for safer prescription practices to minimize cardiac complications.

Prevention of macrovascular complications in patients with type 2 diabetes mellitus: Review of cardiovascular safety and efficacy of newer diabetes medications

Lack of conclusive beneficial effects of strict glycemic control on macrovascular complications has been very frustrating for clinicians involved in care of patients with diabetes mellitus (DM). Highly publicized controversy surrounding cardiovascular (CV) safety of rosiglitazone resulted in major changes in United States Food and Drug Administration policy in 2008 regarding approval process of new antidiabetic medications, which has resulted in revolutionary data from several large CV outcome trials over the last few years. All drugs in glucagon-like peptide-1 receptor agonist (GLP-1 RA) and sodium-glucose cotransporter-2 (SGLT-2) inhibitor classes have shown to be CV safe with heterogeneous results on CV efficacy. Given twofold higher CV disease mortality in patients with DM than without DM, GLP-1 RAs and SGLT-2-inhibitors are important additions to clinician’s armamentarium and should be second line-therapy particularly in patients with T2DM and established atherosclerotic CV disease or high risks for CV disease. Abundance of data and heterogeneity in CV outcome trials results can make it difficult for clinicians, particularly primary care physicians, to stay updated with all the recent evidence. The scope of this comprehensive review will focus on all major CV outcome studies evaluating CV safety and efficacy of GLP-1 RAs and SGLT-2 inhibitors.