Analysis of traditional and emerging risk factors in premenopausal women with coronary artery disease: A pilot-scale study from North India

Differences in Culprit Lesions Between Premenopausal and Postmenopausal Women With Acute Coronary Syndrome: An Optical Coherence Tomography Study

BACKGROUND

Differences in culprit lesion characteristics remain unclear between premenopausal and postmenopausal women with acute coronary syndrome (ACS). Optical coherence tomography (OCT) enables high-resolution in vivo identification of plaques. We investigated potential differences in culprit lesions between premenopausal and postmenopausal women with ACS by means of OCT.

METHODS

We included 191 ACS patients who had undergone preinterventional OCT and stratified them into 2 groups according to their menopausal status: premenopausal (n = 97) and postmenopausal (n = 94). The characteristics of culprit lesions were compared between the 2 groups.

RESULTS

Multivessel lesions were more commonly noted on angiography in the postmenopausal group than in the premenopausal group (40.21% vs 72.34%; P < 0.0001). On OCT, the most common type of culprit plaque was the fibrous plaque in the premenopausal group and the lipid plaque in the postmenopausal group. Compared with the premenopausal group, plaque rupture was more common in the postmenopausal group (39.18% vs 55.32%; P = 0.0254); culprit lesions had more vulnerable features, including macrophage accumulation (58.76% vs 87.23%; P < 0.0001), microchannel (38.14% vs 84.04%; P < 0.0001), cholesterol crystals (30.93% vs 62.77%; P < 0.0001), lipid-rich plaque (32.99% vs 58.51%; P < 0.0001), thin-cap fibroatheroma (3.09% vs 21.28%; P = 0.0001), and calcium (20.62% vs 44.68%; P = 0.0004); maximum lipid arc was larger (121.06 ± 110.99° vs 220.12 ± 115.47°, P < 0.0001); and lipid length was longer (5.78 ± 5.29 mm vs 12.90 ± 8.97 mm; P < 0.0001).

CONCLUSIONS

Compared with premenopausal women with ACS, postmenopausal women with ACS had more vulnerable culprit lesions. These finding suggest potential optimised lipid-lowering therapy for postmenopausal women with ACS.

ApoB/ApoA1 ratio and non-HDL-cholesterol/HDL-cholesterol ratio are associated to metabolic syndrome in patients with type 2 diabetes mellitus subjects and to ischemic cardiomyopathy in diabetic women

BACKGROUND AND AIM

Presence of metabolic syndrome (MS) in patients with type 2 diabetes mellitus (T2DM) involves an increased risk of cardiovascular disease and death. Markers such as ApoB/ApoA1 and non-HDL-cholesterol/HDL-cholesterol ratios have been used to predict this risk with conflicting results. The study objective was to establish the relationship between the apoB/apoA1 and non-HDL-cholesterol/HDL-cholesterol ratios and MS in T2DM patients from a Madrid (Spain) district.

PATIENTS AND METHODS

One hundred patients with T2DM who attended University Hospital Infanta Leonor (Vallecas, Madrid, Spain) between January 2014 and June 2017 were enrolled. A blood sample was taken every 6 months from all patients to measure the different lipid parameters and to calculate ApoB/ApoA1 and non-HDL-cholesterol/HDL-cholesterol ratios. A Mann-Whitney's U test to compare means and a Spearman's correlation test for correlations between variables were used, and a multivariate regression analysis was performed to determine the association between MS and the ApoB/ApoA1 and non-HDL-cholesterol/HDL-cholesterol ratios. Values of p<0.05 were considered significant.

RESULTS

Associations were found between MS and ApoA1 (R²=0.164, p=0.028), ApoB/ApoA1 (R²=0.187, p=0.001), and non-HDL-cholesterol/HDL-cholesterol (R²= 0.269, p=0.0001) ratios and, in women with MS, between ApoB/ApoA1 ratio and ischemic cardiomyopathy (IC) (R²=0.160, p=0.032). Associations remained after adjusting for comorbidities and risk factors.

CONCLUSIONS

In the T2DM patients studied, MS was independently associated to ApoA1 and the ApoB/ApoA1 and non-HDL-cholesterol/HDL-cholesterol ratios. Both ratios were better predictors of MS in T2DM subjects that its components alone. The ApoB/ApoA1 ratio could be used as a cardiovascular risk marker in women with MS.

Comparison of coronary artery disease guidelines with extracted knowledge from data mining

Introduction: Coronary artery disease (CAD) is one of the major causes of disability and death in the world. Accordingly utilizing from a national and update guideline in heart-related disease are essential. Finding interesting rules from CAD data and comparison with guidelines was the objectives of this study. Methods: In this study 1993 valid and completed records related to patients (from 2009 to 2014) who had suffered from CAD were recruited and analyzed. Total of 25 variable including a target variable (CAD) and 24 inputs or predictor variables were used for knowledge discovery. To perform comparison between extracted knowledge and well trusted guidelines, Canadian Cardiovascular Society (CCS) guideline and US National Institute of Health (NIH) guideline were selected. Results of valid datamining rules were compared with guidelines and then were ranked based on their importance. Results: The most significant factor influencing CAD was chest pain. Elderly males (age >54) have a high probability to be diagnosed with CAD. Diagnostic methods that are listed in guidelines were confirmed and ranked based on analyzing of local CAD patients data. Knowledge discovery revealed that blood test has more diagnostic value among other medical tests that were recommended in guidelines. Conclusion: Guidelines confirm the achieved results from data mining (DM) techniques and help to rank important risk factors based on national and local information. Evaluation of extracted rules determined new patterns for CAD patients.