Stroke after Cardiac Surgery: A Risk Factor Analysis of 580,117 Patients from UK National Adult Cardiac Surgical Audit Cohort.
Laura AstaDaniele FalcoUmberto BenedettoAnnamaria PorrecaFatma MajriGianni D AngeliniStefano SensiGabriele Di GiammarcoPublished in: Journal of personalized medicine (2024)
Cerebrovascular accident is the most ominous complication observed after cardiac surgery, carrying an increased risk of morbidity and mortality. Analysis of the problem shows its multidimensional nature. In this study, we aimed to identify major determinants among classic variables, either demographic, clinical or type of surgical procedure, based on the analysis of a large dataset of 580,117 patients from the UK National Adult Cardiac Surgical Audit (NACSA). For this purpose, univariate and multivariate logistic regression models were utilized to determine associations between predictors and dependent variable (Stroke after cardiac surgery). Odds ratios (ORs) and 95% confidence intervals (CIs) were constructed for each independent variable. Statistical analysis allows us to confirm with greater certainty the predictive value of some variables such as age, gender, diabetes mellitus (diabetes treated with insulin OR = 1.37, 95%CI = 1.23-1.53), and systemic arterial hypertension (OR = 1.11, 95%CI = 1.05-1.16);, to emphasize the role of preoperative atrial fibrillation (OR = 1.10, 95%CI = 1.03-1.16) extracardiac arteriopathy (OR = 1.70, 95%CI = 1.58-1.82), and previous cerebral vascular accident (OR 1.71, 95%CI = 1.6-1.9), and to reappraise others like smoking status (crude OR = 1.00, 95%CI = 0.93-1.07 for current smokers) or BMI (OR = 0.98, 95%CI = 0.97-0.98). This could allow for better preoperative risk stratification. In addition, identifying those surgical procedures (for example thoracic aortic surgery associated with a crude OR of 3.72 and 95%CI = 3.53-3.93) burdened by a high risk of neurological complications may help broaden the field of preventive and protective techniques.
Keyphrases
- atrial fibrillation
- type diabetes
- minimally invasive
- left ventricular
- risk factors
- newly diagnosed
- arterial hypertension
- end stage renal disease
- cross sectional
- patients undergoing
- glycemic control
- ejection fraction
- heart failure
- chronic kidney disease
- quality improvement
- aortic valve
- adipose tissue
- prognostic factors
- spinal cord
- oral anticoagulants
- subarachnoid hemorrhage
- young adults
- percutaneous coronary intervention
- wastewater treatment
- metabolic syndrome
- catheter ablation
- physical activity
- direct oral anticoagulants
- patient reported
- weight loss