ABSTRACT
BACKGROUND: Risk models play important roles in stratification and decision-making towards cardiac surgery. Isolated tricuspid valve surgery is a high risk but increasingly performed the operation, however, the performance of risk models has not been externally evaluated in these patients. We compared the prognostic utility of contemporary risk scores for isolated tricuspid valve surgery. METHODS: Consecutive patients undergoing isolated tricuspid valve surgery at Cleveland Clinic during 2004-2018 were evaluated in this cohort study. EuroSCORE II, Society of Thoracic Surgeon's tricuspid (STS-TVS) score, and the Model for End-stage Liver Disease (MELD) score were retrospectively calculated, and their performance for predicting operative mortality, postoperative complications, and mortality during follow-up was assessed. RESULTS: Amongst 207 patients studied, the mean age was 54.1 ± 17.9 years, 116 (56.0%) were female, 92 (44.4%) had secondary tricuspid regurgitation, and 151 (72.9%) had a surgical repair. Mean EuroSCORE II, STS-TVS, and MELD scores were 6.3 ± 6.6%, 5.5 ± 6.2%, and 9.8 ± 4.7, respectively. C-statistics (95% confidence intervals) for operative mortality were 0.83 (0.74-0.93) for EuroSCORE II, 0.60 (0.45-0.75) for STS-TVS score, and 0.74 (0.58-0.89) for MELD score, while observed/expected ratios were 0.78 and 0.89 for the first two scores. All three scores were associated with mortality during follow-up and discriminated most postoperative complications. CONCLUSION: EuroSCORE II was superior to STS-tricuspid score for isolated TVS risk assessment. Although surgical risk scores traditionally underestimated operative mortality after isolated tricuspid valve surgery, they did not in our cohort, reflecting the excellent surgical results. The simple MELD score performed similarly to the EuroSCORE II, especially for discriminating morbidities.
Subject(s)
Cardiac Surgical Procedures , End Stage Liver Disease , Heart Valve Prosthesis Implantation , Adult , Aged , Cohort Studies , Female , Humans , Middle Aged , Retrospective Studies , Risk Assessment , Risk Factors , Severity of Illness Index , Tricuspid Valve/diagnostic imaging , Tricuspid Valve/surgeryABSTRACT
Transthoracic echocardiography (TTE) is the first-line tool to evaluate isolated tricuspid regurgitation (TR) but it has limitations and its TR quantification compared with magnetic resonance imaging (MRI) has been studied infrequently. We compared isolated severe TR quantification by TTE against MRI and developed a novel TTE-based algorithm. Isolated TR patients graded severe by TTE and who underwent MRI January 2007 to June 2019 were studied. The TTE and MRI measurements were analyzed by correlation, area under receiver-operative characteristics curve (AUC), and classification and regression tree algorithm of TTE parameters to best identify MRI-derived severe TR (regurgitant volume ≥45 ml and/or fraction ≥50%). A total of 108 of 262 (41%) that were graded as severe TR by TTE also had severe TR by MRI. There were moderate correlations between TTE and MRI in the quantification of TR severity and right atrial size (Pearson r = 0.428 to 0.645) but none to modest correlations between them in right ventricle quantification. The key TTE parameters to identify MRI-derived severe TR in the decision tree regression algorithm were right atrial volume indexed ≥47 ml/m2 and effective regurgitant orifice area ≥0.45 cm2 and especially if there is right ventricle free wall strain ≥ -9.5%. This novel algorithm has an AUC of 0.76% and 79% agreement to detect severe TR by MRI, which higher than the American Society of Echocardiography criteria with AUC 0.68% and 66% agreement (p = 0.006 and p <0.001, respectively). In conclusion, TTE-derived TR and right atrial quantification had moderate correlation and discrimination of severe TR by MRI, from which a novel TTE algorithm was derived, which had incrementally a higher accuracy than contemporary guidelines' criteria alone.
Subject(s)
Tricuspid Valve Insufficiency , Humans , Tricuspid Valve Insufficiency/diagnostic imaging , Echocardiography/methods , Magnetic Resonance Imaging , Heart Ventricles , AlgorithmsABSTRACT
BACKGROUND: Recurrent pericarditis (RP) is a complex condition associated with significant morbidity. Prior studies have evaluated which variables are associated with clinical remission. However, there is currently no established risk-stratification model for predicting outcomes in these patients. OBJECTIVES: We developed a risk stratification model that can predict long-term outcomes in patients with RP and enable identification of patients with characteristics that portend poor outcomes. METHODS: We retrospectively studied a total of 365 consecutive patients with RP from 2012 to 2019. The primary outcome was clinical remission (CR), defined as cessation of all anti-inflammatory therapy with complete resolution of symptoms. Five machine learning survival models were used to calculate the likelihood of CR within 5 years and stratify patients into high-risk, intermediate-risk, and low-risk groups. RESULTS: Among the cohort, the mean age was 46 ± 15 years, and 205 (56%) were women. CR was achieved in 118 (32%) patients. The final model included steroid dependency, total number of recurrences, pericardial late gadolinium enhancement, age, etiology, sex, ejection fraction, and heart rate as the most important parameters. The model predicted the outcome with a C-index of 0.800 on the test set and exhibited a significant ability in stratification of patients into low-risk, intermediate-risk, and high-risk groups (log-rank test; P < 0.0001). CONCLUSIONS: We developed a novel risk-stratification model for predicting CR in RP. Our model can also aid in stratifying patients, with high discriminative ability. The use of an explainable machine learning model can aid physicians in making individualized treatment decision in RP patients.
Subject(s)
Pericarditis , Recurrence , Humans , Female , Male , Pericarditis/diagnosis , Middle Aged , Retrospective Studies , Adult , Risk Assessment/methods , Machine Learning , PrognosisABSTRACT
BACKGROUND: Isolated tricuspid valve (TV) surgery has higher mortality compared with other single-valve operations. The optimal timing and indications remain controversial, and earlier surgery before the development of class I surgical indications may improve outcomes. We aimed to compare the characteristics and outcomes of surgery for isolated tricuspid regurgitation (TR), based on class I indication versus an earlier operation. METHODS: Consecutive patients undergoing isolated TV surgery for TR without other concomitant valve surgery at our center during 2004 to 2018 were studied. Indications were divided into class I versus earlier surgery (asymptomatic severe TR with right ventricular dilation and/or dysfunction) for comparative analyses of characteristics and outcomes. The primary outcome was mortality. RESULTS: The study included 159 patients (91 females [57.2%]; 115 for class I, 44 for early surgery), with a mean age of 59.7 ± 15.6 years, 119 (74.8%) with surgical repairs, and a mean follow-up of 5.1 ± 4.0 years. Overall operative mortality was 5.1% (8 patients) (class I, 7.0%; early surgery, 0.0%; P = .107), and class I had a higher composite morbidity than early surgery (35.7% [n = 41] vs 18.2% [n = 8]; P = .036). On Cox proportional hazard model analysis, class I versus early surgery (hazard ratio [HR], 4.62; 95% confidence interval [CI], 1.09-19.7; P = .04), age (HR, 1.03; 95% CI, 1.00-1.07; P = .046), and diabetes (HR, 2.50; 95% CI, 1.13-5.55; P = .024) were independently associated with higher mortality during follow-up. CONCLUSIONS: Patients with class I indication for isolated TV surgery had worse survival compared with those undergoing earlier surgery before reaching class I indication. Earlier surgery may improve outcomes in these high-risk patients.
Subject(s)
Cardiac Surgical Procedures , Heart Valve Prosthesis Implantation , Tricuspid Valve Insufficiency , Female , Humans , Adult , Middle Aged , Aged , Tricuspid Valve Insufficiency/diagnostic imaging , Tricuspid Valve Insufficiency/surgery , Tricuspid Valve Insufficiency/complications , Treatment Outcome , Heart Valve Prosthesis Implantation/adverse effects , Proportional Hazards Models , Retrospective StudiesABSTRACT
BACKGROUND: Significant tricuspid regurgitation (TR) is associated with poor outcome and high operative mortality resulting from late presentation. Yet, the optimal timing for intervention is unknown. OBJECTIVES: The purpose of this study was to evaluate the prognostic value of echocardiographic parameters to inform early intervention in asymptomatic TR. METHODS: Using the Cleveland Clinic echocardiography database 2004 to 2018, the authors identified a consecutive cohort of asymptomatic patients with moderate to severe (3+) or severe (4+) TR. Quantitative TR and right heart parameters were retrospectively determined, and their prognostic utility for all-cause mortality was assessed. RESULTS: In 325 asymptomatic patients (mean age: 67.9 years; 79.4% female) with at least 3+ TR, there were 132 deaths (40.6%), with a median survival time of 9.9 years (95% CI: 7.9-12.7 years). By contrast, the median survival time in an age- and sex-matched cohort of symptomatic TR patients was 4.4 years (95% CI: 2.8-5.9 years). Among all the echocardiographic parameters evaluated, right ventricle free wall strain (RVFWS) and tricuspid regurgitant volume (RVol) were the strongest predictors of mortality in asymptomatic TR. The optimal discriminatory thresholds for these parameters were RVFWS <-19% and RVol >45 mL. The 5-year survival rates by number of risk factors (RF) were 93% (95% CI: 86%-96%), 65% (95% CI: 55%-74%), and 38% (95% CI: 26%-49%) for no RF, 1 RF, and both RFs, respectively. Compared with symptomatic TR, mortality was lower for asymptomatic TR with no RF (HR: 0.10; 95% CI: 0.04-0.29) or 1 RF (HR: 0.29; 95% CI: 0.14-0.58), but similar for asymptomatic TR with both RFs (HR: 1.11; 95% CI: 0.56-2.19). CONCLUSIONS: RVFWS and RVol are key prognostic markers that can be serially monitored to inform optimal timing of intervention for severe asymptomatic TR.
Subject(s)
Tricuspid Valve Insufficiency , Humans , Female , Aged , Male , Tricuspid Valve Insufficiency/surgery , Tricuspid Valve/diagnostic imaging , Retrospective Studies , Predictive Value of Tests , Echocardiography , Severity of Illness IndexABSTRACT
OBJECTIVES: The authors report etiologies and outcomes and devise a risk model in a large contemporary cohort of patients with isolated tricuspid regurgitation (TR). BACKGROUND: Isolated TR is a challenging clinical entity with heterogeneous etiology and often poor outcomes, with a paucity of recent research regarding the epidemiology of isolated TR. METHODS: Consecutive patients with isolated TR graded at least moderate to severe on echocardiography from January 2004 to December 2018 (n = 9,045, mean age 70.4 ± 15.4 years, 60.3% women) were studied. TR etiologies were individually adjudicated as secondary or primary, with subcategories. All-cause death during follow-up was the primary endpoint, with associations between etiology and outcomes analyzed and a risk model created. RESULTS: Primary and secondary TR etiologies were present in 470 (5.2%) and 8,575 (94.8%) patients, respectively. The main secondary etiologies were left heart disease in 4,664 (54.4%), atrial functional in 2,086 (24.3%), and pulmonary disease in 1,454 (17.0%), and the main primary etiologies were endocarditis in 222 (47.2%), degenerative or prolapse in 86 (18.3%), and prosthetic valve failure in 79 (16.8%). There were 3,987 deaths (44.0%) over a mean follow-up period of 2.6 ± 3.3 years. In unadjusted analyses, patients with secondary TR had worse survival than those with primary TR (HR: 1.56; 95% CI: 1.32-1.85), but this result was not statistically significant in multivariable analysis. The authors devised and internally validated a risk score for predicting 1-year mortality in these patients. CONCLUSIONS: Secondary TR constituted 95% of isolated significant TR and conferred worse survival than primary TR in unadjusted but not adjusted analyses. The present novel risk score stratifies the risk for 1-year death and may influence decision making for management in these high-risk patients.
Subject(s)
Heart Valve Diseases , Tricuspid Valve Insufficiency , Aged , Aged, 80 and over , Echocardiography , Female , Heart Valve Diseases/complications , Humans , Male , Middle Aged , Predictive Value of Tests , Retrospective Studies , Risk Factors , Treatment Outcome , Tricuspid Valve Insufficiency/diagnostic imaging , Tricuspid Valve Insufficiency/epidemiology , Tricuspid Valve Insufficiency/etiologyABSTRACT
Controversies remain in the management strategy for isolated tricuspid regurgitation (TR) because of adverse prognosis and uncertainties regarding the benefits of tricuspid valve surgery. We compared the characteristics and outcomes of a large cohort of patients with isolated TR, based on downstream tricuspid valve surgery versus medical management. Consecutive patients with isolated TR graded at least moderate-to-severe by echocardiography identified between January 2004 and December 2018 (n = 9,031, age 70 ± 15 years, 60% women) were retrospectively studied. The primary end point was time to all-cause mortality during follow-up. Outcomes were compared by management strategy using unadjusted and adjusted survival and multivariable regression analyses. Tricuspid valve surgery was performed in 632 of 9,031 of the cohort (7%), including 514 valve repairs and 118 valve replacements, with in-hospital mortality in 19 patients (2.9%). Overall, there were 3,985 all-cause deaths (44%) over mean follow-up of 2.6 ± 3.3 years. Tricuspid valve surgery was independently associated with lower mortality rate during follow-up, with hazard ratios (HRs) of 0.53 (95% confidence interval [CI] 0.45 to 0.64), and the association persisted in both primary and secondary TR subgroups. Tricuspid valve surgery also had a significantly higher rate of infective endocarditis and heart failure hospitalizations rates during follow-up, at HRs of 5.55 (95% CI 4.00 to 7.71) and 1.29 (95% CI 1.16 to 1.43), respectively. In conclusion, tricuspid valve surgery is rarely performed in isolated TR, but it is independently associated with greater survival for the overall cohort and both primary and secondary etiology subgroups. Increasing the utilization of this surgery at specialized centers is encouraged to try to improve the clinical outcomes for this challenging clinical entity.
Subject(s)
Heart Valve Prosthesis Implantation , Tricuspid Valve Insufficiency/mortality , Tricuspid Valve Insufficiency/surgery , Aged , Aged, 80 and over , Cohort Studies , Female , Hospital Mortality , Hospitalization , Humans , Male , Middle Aged , Severity of Illness Index , Survival Rate , Time Factors , Treatment OutcomeABSTRACT
BACKGROUND: Isolated tricuspid regurgitation (TR) remains a management dilemma with poor outcomes. Echocardiography and cardiac magnetic resonance imaging (CMR) are valuable tools for evaluating TR, but their prognostic utility has rarely been studied together in this setting. We aimed to determine the prognostic value and thresholds for echocardiography and CMR parameters for isolated severe TR. METHODS: Consecutive patients with isolated severe TR by echocardiography and undergoing CMR during January 2007 to June 2019 were studied. Echocardiography and CMR-derived quantitative parameters were analyzed for independent associations with and thresholds for predicting the primary end point of all-cause mortality during follow-up. RESULTS: Among 262 patients studied, mean age was 62.8±15.6 years, 156 (59.5%) were females, 207 (79.0%) had secondary TR, and 87 (33.2%) underwent tricuspid valve surgery after CMR. There were 68 (26.0%) deaths during a mean follow-up of 2.5 years. Both CMR-derived tricuspid regurgitant fraction (per 5% increase) and right ventricle free wall longitudinal strain (per 1% decrease in magnitude) were independently associated with worse survival, with hazard ratios (95% CIs) of 1.15 (1.05-1.25) and 1.10 (1.04-1.17), respectively, along with right heart failure symptoms of 2.03 (1.14-3.60), while tricuspid valve surgery was borderline protective with 0.55 (0.31-0.997). Regurgitant fraction ≥30%, regurgitant volume ≥35 mL and right ventricle free wall longitudinal strain ≥-11% (by velocity vector imaging technique, which yields lower magnitude values than other conventional strain techniques) were the optimal thresholds for mortality during follow-up. CONCLUSIONS: TR quantification by CMR and right ventricle free wall longitudinal strain by echocardiography were the key imaging parameters independently associated with reduced survival in isolated TR, incremental to conventional clinical factors. Clinically significant thresholds for these parameters were determined and may help guide decision-making for TR management.