American Association for Thoracic Surgery Quality Gateway: A Surgeon Case Study of Its Application in Adult Cardiac Surgery for Quality Assurance.

OBJECTIVE: To demonstrate applying American Association for Thoracic Surgery Quality Gateway (AQG) outcomes models to a Surgeon Case Study of quality assurance in adult cardiac surgery. METHODS: The case study includes 6,989 cardiac and thoracic aorta operations performed in adults at Cleveland Clinic by one surgeon from 2001 to 2023. AQG models were used to predict expected probabilities for operative mortality and major morbidity, and to compare hospital outcomes, surgery type, risk profile, and individual risk-factor levels using virtual (digital) twin causal inference. These models were based on postoperative procedural outcomes after 52,792 cardiac operations performed in 19 hospitals of 3 high-performing hospital systems with overall hospital mortality of 2.0%, analyzed by advanced machine learning for rare events. RESULTS: For individual surgeons, their patients, hospitals, and hospital systems, the Surgeon Case Study demonstrated that AQG provides expected outcomes across the entire spectrum of cardiac surgery, from single-component primary operations to complex multi-component reoperations. Actionable opportunities for quality improvement based on virtual twins is illustrated for patients, surgeons, hospitals, risk profile groups, operations, and risk factors vis-à-vis other hospitals. CONCLUSIONS: Using minimal data collection and models developed using advanced machine learning, this case study shows that probabilities can be generated for operative mortality and major morbidity after virtually all adult cardiac operations. It demonstrates the utility of 21st century causal inference (virtual [digital] twin) tools for assessing quality for surgeons asking "How am I doing?" their patients asking "What are my chances?" and the profession asking "How can we get better?"

Serum testosterone associates with lower high-density lipoprotein cholesterol in black and white males, 10 to 15 years of age, through lowered apolipoprotein AI and AII concentrations.

High-density lipoprotein cholesterol (HDL-C) concentrations decrease during adolescence in males in association with increasing pubertal maturation and free testosterone (F-T). To determine whether F-T effects lower HDL-C levels by decreasing the amount of cholesterol associated with the major protein moeities associated with HDL-C (apolipoprotein [apo]AI and AII) or by decreasing the concentrations of these proteins, we studied 251 black and 285 white boys, ages 10 to 15 years. In cross-sectional analysis, advancing puberty associated with decreasing HDL-C, apoAI, and apoAII in boys of each ethnic group. The decreases were greater in white (1.49 to 1.24 mmol/L) than black boys (1.68 to 1.53 mmol/L). Backward stepwise regression analyses indicated that F-T was a significant negative predictor of all 3 lipid parameters--HDL-C, apoAI, and apoAII. Ethnic group was associated with HDL-C (blacks higher) and apoAII (whites higher), but not apoAI. The ratio of HDL-C to apo (AI+AII) varied significantly (and negatively) with body mass index (BMI; kg/m(2)), but not with pubertal stage or F-T. Thus, increased F-T appears to explain decreased HDL-C via decreased apoAI and apoAII, not decreases in the amount of cholesterol associated with these proteins.

Outcomes of culprit versus multivessel PCI in patients with multivessel coronary artery disease presenting with ST-elevation myocardial infarction complicated by shock.

BACKGROUND: The optimal revascularization strategy in patients with multivessel coronary artery disease (MVCAD) who present with ST-elevation myocardial infarction (STEMI) and shock is undefined. We aimed to determine differences in survival among patients with MVCAD presenting with STEMI complicated by shock treated with percutaneous coronary intervention (PCI) of the infarct-related artery alone (culprit-only PCI) versus multivessel PCI (MVPCI). METHODS: Patients with MVCAD and STEMI complicated by shock who underwent PCI between January 1, 2002 and May 31, 2010 were identified (n = 199). Differences in survival between patients undergoing culprit-only PCI versus MVPCI were assessed using a multiphase survival model and propensity matching. RESULTS: MVPCI was used in 22% of patients (n = 43). Patient characteristics were similar in the groups, although more patients treated with MVPCI met the National Cardiovascular Data Registry definition of shock. Death was higher in patients treated with MVPCI at 1 month (27% vs 46%) and 8 years (65% vs 75%; P=.04). The early risk of death was higher in the patients treated with MVPCI when compared to patients treated with culprit-only PCI (coefficient: 0.66 ± 0.25; P=.009), but not the late risk of death (coefficient: -0.18 ± 0.58; P=.70). However, in a propensity-matched cohort (n = 64), there were no differences in the risk of death over the early (coefficient: 0.50 ± 0.37; P=.16) or late phase (P>.90). CONCLUSION: Patients undergoing MVPCI for STEMI-related shock are clinically different than those treated with culprit PCI only; however, after risk adjustment both groups have similar short- and long-term outcomes. Prospective studies are needed to determine the optimal revascularization strategy in this high-risk population.

Mitral valve abnormalities in hypertrophic cardiomyopathy: echocardiographic features and surgical outcomes.

BACKGROUND: Functional and intrinsic mitral valve (MV) abnormalities are common in hypertrophic cardiomyopathy (HCM); however, morphologic characteristics constituting indications for surgical intervention are incompletely defined. This study was conducted to define the echocardiographic features of MV pathology in patients with HCM and relate these to repairability of the MV, MV procedures performed, durability of repair, and survival. METHODS: From 1986 to 2003, 851 patients with HCM underwent operation, and 115 had a concomitant MV procedure. Detailed analysis of their 784 transthoracic and transesophageal echocardiograms, performed intraoperatively and postoperatively, was conducted. Outcomes were assessed by cross-sectional follow-up. RESULTS: Sixty-seven patients (58%) underwent MV repair, and 48 (42%) had MV replacement. The mean left ventricular outflow tract peak gradient was 70 +/- 50 mm Hg. Systolic anterior motion was present in 95%. Valve abnormalities were degenerative in 36 (31%), myxomatous in 23 (20%), papillary muscle in 23 (20%), restrictive chordal in 22 (19%), restrictive leaflet in 80 (70%), and long leaflet in 64 (56%). Patients undergoing MV repair had higher prevalence of long leaflets and degenerative MV pathology. The anterior mitral leaflet was 3.0 +/- 0.49 cm in the repair group vs 2.5 +/- 0.40 cm in the replacement group (p = 0.0001). MV replacement patients were older, more symptomatic, and had more renal dysfunction and lower hematocrits. By 3 years, 91% of patients with a repair were free of reoperation. CONCLUSIONS: Intrinsic MV pathology is frequently observed in HCM patients with symptomatic obstruction who undergo myectomy. Echocardiography can identify MV features predictive of successful valve repair. Repair, although durable, is feasible in only about half of patients.