Diagnosis Of Ischemic Heart Disease Research Articles

Stress echocardiography in heart failure patients: additive value and caveats.

Heart failure (HF) is a clinical syndrome characterized by well-defined signs and symptoms due to structural and/or myocardialfunctional impairment, resulting in raised intracardiac pressures and/or inadequate cardiac stroke volume at rest or during exercise. This could derive from direct ischemic myocardial injury or other chronic pathological conditions, including valvular heart disease (VHD) and primary myocardial disease. Early identification of HF etiology is essential for accurate diagnosis and initiation of early and appropriate treatment. Thus, the presence of accurate means for early diagnosis of HF symptoms or subclinical phases is fundamental, among which echocardiography being the first line diagnostic investigation. Echocardiography could be performed at rest, to identify overt structural and functional abnormalities or during physical or pharmacological stress, in order to elicit subclinical myocardial function impairment e.g. wall motion abnormalities and raised ventricular filling pressures. Beyond diagnosis of ischemic heart disease, stress echocardiography (SE) has recently shown its unique value for the evaluation of diastolic heart failure, VHD, non-ischemic cardiomyopathies and pulmonary hypertension, with recommendations from international societies in several clinical settings. All these features make SE an important additional tool, not only for diagnostic assessment, but also for prognostic stratification and therapeutic management of patients with HF. In this review, the unique value of SE in the evaluation of HF patients will be described, with the objective to provide an overview of the validated methods for each setting, particularly for HF management.

Cost of cardiovascular disease events in patients with and without type 2 diabetes and factors influencing cost: a retrospective cohort study

BackgroundCardiovascular disease (CVD) and type 2 diabetes mellitus (T2DM) are non-communicable diseases that impose a significant economic burden on healthcare systems, particularly in low- and middle-income countries. The purpose of this study was to evaluate the hospital treatment cost for cardiovascular disease events (CVDEs) in patients with and without diabetes and identify factors influencing cost.MethodWe conducted a retrospective, cross-sectional study using administrative data from three public tertiary hospitals in Malaysia. Data for hospital admissions between 1 March 2019 and 1 March 2020 with International Classification of Diseases 10th Revision (ICD-10) codes for acute myocardial infarction (MI), ischaemic heart disease (IHD), hypertensive heart disease, stroke, heart failure, cardiomyopathy, and peripheral vascular disease (PVD) were retrieved from the Malaysian Disease Related Group (Malaysian DRG) Casemix System. Patients were stratified by T2DM status for analyses. Multivariate logistic regression was used to identify factors influencing treatment costs.ResultsOf the 1,183 patients in our study cohort, approximately 60.4% had T2DM. The most common CVDE was acute MI (25.6%), followed by IHD (25.3%), hypertensive heart disease (18.9%), stroke (12.9%), heart failure (9.4%), cardiomyopathy (5.7%) and PVD (2.1%). Nearly two-thirds (62.4%) of the patients had at least one cardiovascular risk factor, with hypertension being the most prevalent (60.4%). The treatment cost for all CVDEs was RM 4.8 million and RM 3.7 million in the T2DM and non-T2DM group, respectively. IHD incurred the largest cost in both groups, constituting 30.0% and 50.0% of the total CVDE treatment cost for patients with and without T2DM, respectively. Predictors of high treatment cost included male gender, non-minority ethnicity, IHD diagnosis and moderate-to-high severity level.ConclusionThis study provides real-world cost estimates for CVDE hospitalisation and quantifies the combined burden of two major non-communicable disease categories at the public health provider level. Our results confirm that CVDs are associated with substantial health utilisation in both T2DM and non-T2DM patients.

Cohort study of prediction of venous thromboembolism in emergency department patients with extremity symptoms.

Despite diagnostic algorithms, identification of venous thromboembolism (VTE) in emergency departments (ED) remains a challenge. We evaluated symptoms, background, and laboratory data in 27,647 ED patients presenting with pain, swelling, or other symptoms from the extremities, and identified predictors of VTE diagnosis within one year. Predictors of a clinical decision to perform phlebography, ultrasound, or computer tomography (CT) angiography of pelvic, lower, or upper extremity veins, CT of pulmonary arteries, or pulmonary scintigraphy at the ED or within 30days, and the results of such investigations were also evaluated. A total of 3195 patients (11.6%) were diagnosed with VTE within one year. In adjusted analysis of patients in whom all laboratory data were available, a d-dimer value ≥ 0.5mg/l (odds ratio [OR]: 2.602; 95% confidence interval [CI] 1.894-3.575; p < 0.001) at the ED and a previous diagnosis of VTE (OR: 6.037; CI 4.465-8.162; p < 0.001) independently predicted VTE within one year. Of diagnosed patients, 2355 (73.7%) had undergone imaging within 30days after the ED visit and 1730 (54.1%) were diagnosed at this examination. Lower age (OR: 0.984; CI 0.972-0.997; p = 0.014), higher blood hemoglobin (OR: 1.023; CI 1.010-1.037; p < 0.001), C-reactive protein (OR: 2.229; CI 1.433-3.468; p < 0.001), d-dimer (OR: 8.729; CI 5.614-13.574; p < 0.001), and previous VTE (OR: 7.796; CI 5.193-11.705; p < 0.001) predicted VTE on imaging within 30days, whereas female sex (OR 0.602 [95% CI 0.392-0.924]; p = 0.020) and a previous diagnosis of ischemic heart disease (OR 0.254 [95% CI 0.113-0.571]; p = 0.001) were negative predictors of VTE. In conclusion, analysis of 27,647 ED patients with extremity symptoms confirmed the importance of well-established risk factors for VTE. Many patients developing VTE within one year had initial negative imaging, highlighting the importance of continued symptom vigilance.

Clinical, Anamnestic, and Demographic Characteristics of Patients with Myocardial Infarction in Russian Federation According to the Russian Registry of Acute Myocardial Infarction - REGION-IM.

Based on data from the Russian REGION-MI registry, to characterize patients with myocardial infarction (MI) hospitalized in Russian hospitals, describe their historical, demographic, and clinical characteristics, and compare the results with the data of previous Russian and international registries of acute coronary syndrome. REGION-MI is a multicenter prospective observational study. The follow-up period was divided into three stages: during the hospital stay, at 6 and 12 months after the inclusion in the registry. Demographic and historic data and information about the present case of MI were entered into the patient's individual record card. The median age of all patients was 63 years; 68% of patients were men. The mean age of women was older than that of men. Among all MI cases, 70% were ST-segment elevation myocardial infarction (STEMI). Patients with non-ST-segment elevation myocardial infarction (NSTEMI) were older and had more comorbidities than patients with STEMI. The median time from the first symptoms to ECG recording was two hours, and from the first symptoms to CAG 7 hours. CAG was performed in 91% of patients with STEMI and 84% of patients with NSTEMI. Stenting was performed in 69% of patients. Although many patients had a complicated cardiovascular history, at the time of admission only 31.5% of patients were taking at least one drug from the groups of antiplatelets, oral anticoagulants, statins, and beta-blockers. Patients with MI in the Russian Federation are younger than patients with MI in European countries. Among the clinical and historical characteristics, conspicuous is the presence of modifiable risk factors in many patients, as well as the presence of a previous diagnosis of ischemic heart disease. Furthermore, a small proportion of patients took statins, antiplatelet agents or anticoagulants at the outpatient stage, which indicates a great reserve of both primary and secondary prevention of cardiovascular diseases in the Russian Federation. The delayed seeking medical help is also noticeable, which indicates the need for increasing the public awareness of the symptoms of MI and the importance of timely hospitalization.

Assessment of the Level of Matrix Metalloproteinases, VEGF and MicroRNA-34a in Patients With Non-obstructive and Obstructive Lesions of the Coronary Arteries.

To assess the levels of matrix metalloproteinases (MMP), vascular endothelial growth factor (VEGF), and miRNA-34a expression in patients with ischemic heart disease (IHD) and obstructive and nonobstructive coronary artery (CA) disease. This cross-sectional observational study included 64 patients with IHD (diagnosis verified by coronary angiography or multislice computed tomography coronary angiography), of which 33 (51.6%) were men aged 64.9±8.1 years. 20 patients had nonobstructive CA disease (stenosis &lt;50%), and 44 had hemodynamically significant stenoses. The control group consisted of 30 healthy volunteers. MMP-1, -9, -13, and -14, miRNA-34a, and VEGF were measured in all patients. The concentration of MMP-1 was significantly higher in patients with ischemia and nonobstructive CA disease (INOCAD) (p=0.016), and the concentration of MMP-9 was the highest in the group with obstructive CA disease (p&lt;0.001). The concentrations of MMP-13 and MMP-14 did not differ significantly between the groups. The highest VEGF concentrations were observed in the INOCAD group (p&lt;0.001). The expression of miRNA-34a significantly differed between the IHD groups with different types of CA disease and controls (p &lt;0.001). Patients with hemodynamically significant stenosis showed moderate relationships between the concentrations of MMP-14 and VEGF (ρ=0.418; p=0.024), as well as between VEGF and miRNA-34a (ρ=0.425; p=0.022). Patients with INOCAD had a significant negative correlation between the concentrations of MMP-13 and VEGF (ρ= -0.659; p=0.003). Correlation analysis showed in all IHD patients a moderate relationship of the concentrations of MMP-1 and MMP-14 with VEGF (ρ=0.449; p=0.002 and p=0.341; p=0.019, respectively). According to ROC analysis, a MMP-9 concentration above 4.83 ng/ml can be a predictor for the presence of hemodynamically significant CA obstruction in IHD patients; a VEGF concentration higher than 27.23 pg/ml suggests the absence of hemodynamically significant CA stenosis. IHD patients with INOCAD had the greatest increase in MMP-1, whereas patients with obstructive CA disease had the highest level of MMP-9. According to our data, concentrations of MMP-9 and VEGF can be used to predict the degree of CA obstruction. The expression of miRNA-34a was significantly higher in IHD patients with INOCAD and CA obstruction than in the control group, which suggested a miRNA-34a contribution to the development and progression of coronary atherosclerosis. In the future, it may be possible to use this miRNA as a diagnostic marker for IHD.

Spectrum of Ischemic Heart Disease Throughout a Woman's Life Cycle.

Ischemic heart disease (IHD) is the leading cause of morbidity and mortality in both genders; however, young women fare the worst, likely reflecting the more complex spectrum of IHD in women when compared to men. Substantial sex-based differences exist in the underlying risk factors, risk enhancers, presentation, diagnosis, and pathophysiology of IHD that are mainly attributed to the influence of female sex hormones. This article reviews the spectrum of IHD including obstructive epicardial coronary artery disease (CAD), myocardial infarction with no obstructive coronary artery disease, ischemia with no obstructive coronary artery disease, spontaneous coronary artery dissection, coronary microvascular dysfunction, vasospastic angina, and coronary thrombosis/embolism that occur in women throughout various stages of their life cycle. We aim to update clinicians on the diagnosis and management of these various types of IHD and highlight where further randomized controlled studies are needed to determine optimal treatment and inform guideline-directed medical therapy.

Development and Validation of a Quantitative Coronary CT Angiography Model for Diagnosis of Vessel-Specific Coronary Ischemia

BackgroundNoninvasive stress testing is commonly used for detection of coronary ischemia but possesses variable accuracy and may result in excessive health care costs. ObjectivesThis study aimed to derive and validate an artificial intelligence-guided quantitative coronary computed tomography angiography (AI-QCT) model for the diagnosis of coronary ischemia that integrates atherosclerosis and vascular morphology measures (AI-QCTISCHEMIA) and to evaluate its prognostic utility for major adverse cardiovascular events (MACE). MethodsA post hoc analysis of the CREDENCE (Computed Tomographic Evaluation of Atherosclerotic Determinants of Myocardial Ischemia) and PACIFIC-1 (Comparison of Coronary Computed Tomography Angiography, Single Photon Emission Computed Tomography [SPECT], Positron Emission Tomography [PET], and Hybrid Imaging for Diagnosis of Ischemic Heart Disease Determined by Fractional Flow Reserve) studies was performed. In both studies, symptomatic patients with suspected stable coronary artery disease had prospectively undergone coronary computed tomography angiography (CTA), myocardial perfusion imaging (MPI), SPECT, or PET, fractional flow reserve by CT (FFRCT), and invasive coronary angiography in conjunction with invasive FFR measurements. The AI-QCTISCHEMIA model was developed in the derivation cohort of the CREDENCE study, and its diagnostic performance for coronary ischemia (FFR ≤0.80) was evaluated in the CREDENCE validation cohort and PACIFIC-1. Its prognostic value was investigated in PACIFIC-1. ResultsIn CREDENCE validation (n = 305, age 64.4 ± 9.8 years, 210 [69%] male), the diagnostic performance by area under the receiver-operating characteristics curve (AUC) on per-patient level was 0.80 (95% CI: 0.75-0.85) for AI-QCTISCHEMIA, 0.69 (95% CI: 0.63-0.74; P < 0.001) for FFRCT, and 0.65 (95% CI: 0.59-0.71; P < 0.001) for MPI. In PACIFIC-1 (n = 208, age 58.1 ± 8.7 years, 132 [63%] male), the AUCs were 0.85 (95% CI: 0.79-0.91) for AI-QCTISCHEMIA, 0.78 (95% CI: 0.72-0.84; P = 0.037) for FFRCT, 0.89 (95% CI: 0.84-0.93; P = 0.262) for PET, and 0.72 (95% CI: 0.67-0.78; P < 0.001) for SPECT. Adjusted for clinical risk factors and coronary CTA-determined obstructive stenosis, a positive AI-QCTISCHEMIA test was associated with an HR of 7.6 (95% CI: 1.2-47.0; P = 0.030) for MACE. ConclusionsThis newly developed coronary CTA-based ischemia model using coronary atherosclerosis and vascular morphology characteristics accurately diagnoses coronary ischemia by invasive FFR and provides robust prognostic utility for MACE beyond presence of stenosis.

Global IL4Rα blockade exacerbates heart failure after an ischemic event in mice and humans.

Ischemic heart failure continues to be a highly prevalent disease among westernized countries and there is great interest in understanding the mechanisms preventing or exacerbating disease progression. The literature suggests an important role for the activation of interleukin-13 or interleukin-4 signaling in improving ischemic heart failure outcomes after myocardial infarction in mice. Dupilumab, a neutralizing antibody that inhibits the shared IL13/IL4 receptor subunit IL4Rα, is widely used for conditions such as ectopic dermatitis in humans. If global depletion of IL4Rα influences ischemic heart failure, either in mice or in humans taking dupilumab, is unknown. Here, we investigated the pathophysiological effects of global IL4Rα genetic deletion in adult mice after surgically induced myocardial infarction (MI). We also determined heart failure risk in patients with ischemic heart disease and concomitant usage of dupilumab using the collaborative patient data network TriNetX. Global deletion of IL4Rα results in exacerbated cardiac dysfunction associated with reduced capillary size after myocardial infarction in mice. In agreement with our findings in mice, dupilumab treatment significantly increased the risk of heart failure development in patients with preexisting diagnosis of ischemic heart disease. Our results indicate that systemic IL4Rα signaling is protective against heart failure development in adult mice and human patients specifically following an ischemic event. Thus, the compelling evidence presented hereby advocates for the development of a randomized clinical trial specifically investigating heart failure development after myocardial ischemia in patients taking dupilumab for another underlying condition.NEW & NOTEWORTHY A body of literature suggests a protective role for IL4Rα signaling postmyocardial infarction in mice. Here, our observational study demonstrates that humans taking the IL4Rα neutralizing antibody, dupilumab, have increased incidence of heart failure following an ischemic event. Similarly, global IL4Rα deletion in mice exacerbates heart failure postinfarct. To our knowledge, this is the first study reporting an adverse association in humans of dupilumab use with heart failure following a cardiac ischemic event.

Preoperative ECG Abnormalities Among Patients Who Underwent Elective Surgical Operations at the Kuwaiti Specialised Hospital, Khartoum, Sudan: A Cross-Sectional Study.

The presence of preoperative ECG abnormalities has shown wide variation, and its value has been argued; thus, this study aimed to determine preoperative ECG abnormalities among Sudanese patients and their correlates. An observational descriptive cross-sectional study was conducted at the Kuwaiti Specialised Hospital, Khartoum, Sudan, from October 2020 to March 2021, including all patients over 40 years of age who planned to undergo elective surgery. Demographic, clinical, and ECG findings were obtained during the pre-anaesthesia check-up. The data were analysed using IBM SPSS software version 28 (IBM Corp., Armonk, NY). The study included a total of 304 patients with a mean age of 60±14 years, a male predominance of 210 (69.1%) patients, the presence of hypertension (HTN) in 65 (21.4%), and diabetes mellitus (DM) in 58 (19.1%) patients. The study showed that 235 (77%) patients had at least one ECG abnormality. However, 62 (20.4%) were diagnosed as having normal ECG variations; the most commonly diagnosed abnormality was ischemic heart disease (IHD) (32.5%), followed by sinus tachycardia (39, 12.8%). The QRS complex abnormalities were the most common (100, 32.9%), with M-shaped QRS (RSR pattern) being the most common single ECG abnormal sign (65, 21.4%). The ECG abnormalities showed no significant association with age (p-value = 0.24), gender (p-value = 0.16), DM (p-value = 0.77), HTN (p-value = 0.35), asthma (p-value = 0.35), or the grade of surgery (p-value = 0.52). However, the diagnosis of IHD was associated with the presence of HTN (p-value = 0.001). Incidental preoperative ECG abnormalities are common among Sudanese patients undergoing elective surgery, affecting more than three-quarters of them and being of diagnostic value as they led to the diagnosis of ischemic heart disease in nearly one-third of patients. Hypertensive patients may benefit from routine preoperative ECG testing, as ECG signs of ischemic heart disease are more common among hypertensive patients.

Practice guidance for stress echocardiography.

Stress echocardiography has been one of the most promising methods for the diagnosis of ischemic heart disease, hypertrophic cardiomyopathy, and pulmonary hypertension. The Japanese Society of Echocardiography produced practical guidance for the implementation of stress echocardiography in 2018. At that time, stress echocardiography was not yet widely disseminated in Japan; therefore, the 2018 practical guidance for the implementation of stress echocardiography included a report on stress echocardiography and a specific protocol to promote its use at many institutions in Japan in the future. And now, an era of renewed interest and enthusiasm surrounding the diagnosis and treatment of valvular heart disease and heart failure with preserved ejection fraction (HFpEF) has come, which are driven by emerging trans-catheter procedures and new recommended guideline-directed medical therapy. Based on the continued evidence of stress echocardiography, the new practical guideline that describes the safe and effective methodology of stress echocardiography is now created by the Guideline Development Committee of the Japanese Society of Echocardiography and is designed to expand the use of stress echocardiography for valvular heart disease and HFpEF, as well as ischemic heart disease, hypertrophic cardiomyopathy, and pulmonary hypertension. The readers are encouraged to perform stress echocardiography which will enhance the diagnosis and management of these patients.

Prevalence and management of familial hypercholesterolaemia in patients with chest pain admitted to hospital: a retrospective observational study

ObjectivesPatients with familial hypercholesterolaemia (FH) are genetically burdened by a lifelong elevation of the low-density lipoprotein cholesterol (LDL-C) level, putting them at a very high risk of premature ischaemic heart...

Association between ischemic heart disease and dietary intake of lycopene: a case-control study.

The effect of dietary lycopene on ischemic heart disease (IHD) is not clear. Hence, this study aimed to determine the association between dietary lycopene and IHD. This case-control study was conducted on 443 patients with physician confirmed diagnosis of IHD as the case group and 443 healthy individuals as the control group. Data on demographic, medical history, anthropometric, and physical activity of the participants were collected. Food intake was evaluated using a 237-item semi-quantitative food frequency questionnaire (FFQ). The dietary intake of lycopene was assessed using Nutritionist IV software. A negative association was found between IHD and lycopene (OR: 0.98, CI 95%: 0.963-0.996, p = 0.02). The results remained significant after adjustment for age and sex, additional adjustment for dietary intake of calorie and fat, further adjustments for BMI, and additional adjustment for smoking, drinking alcohol, and physical activity. The risk of IHD in people with the highest quartile of dietary intake of lycopene was significantly lower than those with the lowest quartile (OR = 0.67, CI 95%: 0.46-0.97, p = 0.036). There was a significant inverse relationship between intake of lycopene and IHD. Further prospective studies in different populations are required to elucidate the roles of lycopene against IHD.

Incidence Rate of Cardiovascular Events in Rheumatoid Arthritis: An Observational Cohort Study in Saudi Arabia.

Rheumatoid arthritis (RA) doubles the morbidity of cardiovascular disease (CVD) and leads to a 50% increase in mortality compared to the general population. This study aims to estimate the CVD incidence among RA patients in Saudi Arabia (SA), vital for assessing CVD burdens within this group. This retrospective study took place at two centers in the Eastern Province of SA, including all adult RA patients who visited the rheumatology clinic from 2016 to 2021 and were prescribed disease-modifying antirheumatic drugs (DMARDs). CVD incidence was determined by the diagnosis of ischemic heart disease (IHD), stroke/transient ischemic attack (TIA), venous thromboembolism (VTE), heart failure (HF), and arrhythmia post-RA diagnosis. Additional data collected included demographics, CVD risk factors, comorbidities, RA-related factors, and medication usage. The study comprised 651 patients, 80.5% of whom were females with an average age of 51. The overall CVD incidence was 11.2 per 1000 person-years, with males experiencing five times more incidents than females. The prevalence of CVD risk factors included 18.7% with hypertension, 7.8% with hyperlipidemia, 18.9% with diabetes, and 42.9% with obesity. Significant predictors of CVD were male gender and RA duration, with adjusted odds ratios (aOR) of 3.17 (95% CI 1.10 to 9.14, P=0.033) and 64.81 (95% CI 3.68 to 1140.6, P=0.004), respectively. This unique study from SA examined the CVD incidence in RA patients, identifying long disease duration and male gender as significant predictors. Effective reduction of CVD risk in RA patients requires aggressive management of modifiable risk factors and regular risk assessments.

Algorithm for Diagnosis of Patients with Ischemic Heart Disease Depending on the Presence of Significant Coronary Artery Lesions

The aim. To analyze the structure of ischemic heart disease and the prevalence of myocardial ischemia with no ob-structive coronary arteries among patients who underwent elective coronary angiography.&#x0D; Materials and methods. We examined 1,200 patients with a clinical diagnosis of ischemic heart disease. After coro-nary angiography all the patients with non-stenotic coronary arteries underwent hyperventilation challenge test to ex-clude vasospastic angina and echocardiographic study with intravenous administration of dipyridamole to assess the index of coronary reserve and longitudinal strain.&#x0D; Results. The mean age of the study participants was 59.1 ± 4.2 years. The number of male and female subjects was comparable, amounting to 493 (48.8%) and 517 (51.2%), respectively. Stenotic coronary arteries were detected in 699 patients (74.1%). The number of women without hemodynamically significant lesions was twice as large than that of men (210 [67.5%] vs. 101 [32.5%]). Among the examined patients with non-stenotic atherosclerosis of the coronary arteries, 241 patients (77.4%) were diagnosed with coronary microvascular dysfunction, 19 (6.1%) with vasospasm of the coronary arteries, and 2 patients (0.6%) were diagnosed with a combination of vasospastic and microvascular angina. In 36 (73.5%) of 49 patients, a segmental decrease in longitudinal strain of the apex/individual apical segments of the left ventricle was found. In patients without obvious micro- and macrovascular pathology, the interventricular septum was significant enlarged. In 9 (18.4%) of 49 patients, a diagnosis of hypertrophic cardiomyopathy was established.&#x0D; Conclusion. Patients with ischemia with no obstructive coronary arteries require careful examination and compari-son of clinical signs with the results of objective tests. Understanding the prevalence and mechanisms of the problem is a key to improving the diagnosis and treatment of cardiovascular complications in this group.

STGA-MS: AI diagnosis model of regional wall motion abnormality based on 2D transthoracic echocardiography

Regional wall motion abnormality (RWMA) is a common manifestation of ischemic heart disease detected through echocardiography. Currently, RWMA diagnosis heavily relies on visual assessment by doctors, leading to limitations in experience-based dependence and suboptimal reproducibility among observers. Several RWMA diagnosis models were proposed, while RWMA diagnosis with more refined segments can provide more comprehensive wall motion information to better assist doctors in the diagnosis of ischemic heart disease. In this paper, we proposed the STGA-MS model which consists of three modules, the spatial-temporal grouping attention (STGA) module, the segment feature extraction module, and the multiscale downsampling module, for the diagnosis of RWMA for multiple myocardial segments. The STGA module captures global spatial and temporal information, enhancing the representation of myocardial motion characteristics. The segment feature extraction module focuses on specific segment regions, extracting relevant features. The multiscale downsampling module analyzes myocardial motion deformation across different receptive fields. Experimental results on a 2D transthoracic echocardiography dataset show that the proposed STGA-MS model achieves better performance compared to state-of-the-art models. It holds promise in improving the accuracy and reproducibility of RWMA diagnosis, assisting clinicians in diagnosing ischemic heart disease more reliably.

Multimorbidity of cardiovascular disease subtypes in a prospective cohort of 1.2 million UK women

ObjectiveCardiovascular multimorbidity (CVM) is the co-occurrence of multiple cardiovascular disease subtypes (CVDs) in one person. Because common patterns and incidence of CVM are not well-described, particularly in women, we conducted...

Retracted: Machine Learning for Ischemic Heart Disease Diagnosis Aided by Evolutionary Computing

Retracted: Machine Learning for Ischemic Heart Disease Diagnosis Aided by Evolutionary Computing

Abstract 17918: Provider Care Team Segregation and Ischemic Heart Disease Outcomes by Race

Background: Black patients have worse ischemic heart disease (IHD) outcomes than White patients. How healthcare provider team segregation, dissimilarity/distinctiveness in the composition of provider teams caring for Black vs White patients within a hospital, contributes to racial inequities in IHD outcomes is unclear. Methods: Using Optum’s de-identified Clinformatics® Data Mart of commercial and Medicare beneficiaries, we identified non-Hispanic Black and White patients with an admission diagnosis of IHD from 2010-2018. We calculated the Segregation Index (SI, 0 - 1; 0 for similarity/complete overlap; 1 for lack of similarity/overlap in the composition of provider teams caring for Black vs White patients). Hospitals were stratified into tertiles with increasing dissimilarity between provider care teams [low (0.16-0.38), medium (≥0.39-0.48), and high (≥0.49-0.97)]. For 30-day readmission, we used generalized linear mixed-effects models including effects of race, SI tertile, race-SI, gender, age-adjusted Charlson Comorbidity Index, and hospital factors including effects of cardiology care, 2-way, and 3-way interactions of race, SI, and cardiology care. Results: Among 183,165 patients with IHD, odds of 30-day readmission were similar by race across SI tertiles in the absence of cardiology care. With cardiology care, Black patients in low and medium SI tertiles had higher odds of 30-day readmission than White patients [low: OR 1.08 (95% CI 1.02 - 1.13); medium: OR 1.12 (95% CI 1.04 - 1.21)] but not the high SI tertile [OR 1.03 (95% CI 0.93 - 1.14)] ( Figure ). Conclusions: Among patients with IHD seen by a cardiologist, for 30-day readmission there was a significant racial disparity in favor of White patients seen at hospitals with lower levels of provider team segregation. Further research is needed to investigate the causes of this disparity, which may be related to preferential selection of cardiologists among commercial and Medicare insured populations.

THU334 Trends In GLP-1 Agonist Utilization In Diabetics With And Without Vascular Disease

Abstract Disclosure: P. Sargin: None. M. Barahona: None. H. Rubayet: None. G. Leef: None. GLP-1 agonists (GLP1) have emerged as a breakthrough class of drugs for the management of Type 2 Diabetes (T2DM). Data from cardiovascular outcomes trials has shown benefits in patients with known atherosclerotic vascular disease, including reduced cardiovascular mortality and stroke. These agents are now considered preferred therapy, however, prior studies have shown low rates of utilization. We hypothesized that recent guidelines and provider education may lead to increased prescribing of GLP1. We analyzed a large, multicenter database to investigate recent trends in GLP1 utilization in patients with T2DM and vascular disease. We extracted all patients from the database with T2DM and excluded patients with diagnoses of Type 1 Diabetes, thyroid cancer, pancreatitis, or MEN syndrome type 2, or age &amp;gt;90. We then stratified the cohort to compare patients with a diagnosis of ischemic heart disease, peripheral vascular disease, or cerebrovascular disease since January 1st, 2021 against diabetic patients without these diagnoses. Patients were compared for rates of prescription of diabetes medications and baseline characteristics including age, sex, race, BMI, HgA1c, and creatinine. Our search generated a total of 408553 patients with T2DM and vascular disease (defined as at least one of the following: ischemic heart disease, peripheral vascular disease, cerebrovascular disease), and 520383 with T2DM and no known vascular disease. The vascular disease cohort was 56% male, 68% white, mean age 70±13. Ischemic heart disease was present in 78%, cerebrovascular disease in 43%, and peripheral vascular disease in 22%. The non-vascular disease cohort was 54% female, 57% white, mean age 63±16. In the vascular disease cohort, 56% were prescribed insulin, 47% metformin, 17% SGLT2, and 14% GLP1. In the non-vascular disease cohort, 43% were prescribed metformin, 32% insulin, 11% GLP1, and 8% SGLT2. The P-value was less than 0.001 for all comparisons. Rates of the utilization of GLP1 agents in our database are still relatively low, but higher than has been reported before. This might suggest a favorable trend compared with prior studies on this topic, although they are not directly comparable due to different patient populations. With only 14% of the T2DM-vascular disease population receiving one of these agents (after excluding those with a documented contraindication), more work needs to be done to enable all patients who would benefit from these medications to access them. Presentation: Thursday, June 15, 2023

Prediction of therapy for ischemic heart disease from PPG signals using fuzzy GRU network

BackgroundCardiac morbidity like ischemic heart disease (IHD) causes global mortality. Diagnosis of IHD requires coronary angiograms — an invasive, sophisticated, and expensive procedure. However, non-invasive methods could not gain much confidence in swift diagnosis of IHD patients. These potential issues provided the research motivation for diagnosing IHD priorly in this pilot study. ObjectiveA computer-aided technique, as an alternate method to fasten and ease IHD detection and categorization, has been suggested in this cohort study. Here, the classification was conducted by a sandwich model of GRU and fuzzy logic in a deep GRU Fuzzy network. MethodsIn this work, photoplethysmography (PPG) signals were acquired from 355 IHD patients. Gabor–Winger transform was used to derive signal features using statistical identities. Analysis was done with a Fuzzy GRU Network comprising GRU and BiGRU layers with fuzzy layers. An algorithm was designed with a Rete network and three membership functions to deduce fuzzy inference. Then, Choquet Integral was used for defuzzification. ResultsThe proposed network predicted results with 0.85 accuracy, 0.86 recall, 0.84 precision, 0.86 sensitivity, 0.78 Micro-averaged F1-score, and 0.84 specificity. The network architecture was validated using ablation and comparative studies. The PRC and ROC curves gave the highest values of 0.91 AP and 0.90 AUC, respectively for this network. A state-of-the-art study was done to show the superiority of the technique. ConclusionThis computer-aided model using PPG might become a tool in predicting the type of therapy for IHD patients which will provide a non-invasive, inexpensive, and fast mode of diagnosis.