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249 citation(s) found for "Scott, Christopher".

Guideline adherence to echocardiographic monitoring of aortic stenosis
Gochanour, Benjamin R. , Thaden, Jeremy J. , Donisan, Teodora , Balanescu, Dinu Valentin , Scott, Christopher G. , Pislaru, Sorin V. , Nkomo, Vuyisile T. , Kane, Garvan C.

Mayo Clinic

European Heart Journal - Cardiovascular Imaging | January 29, 2025 | Volume: 26 | Issue: Supplement_1 | Pages: No page available

10.1093/ehjci/jeae333.167 Get It

Abstract Background/Introduction Close monitoring of aortic stenosis (AS) by follow-up echocardiography is recommended by all Cardiology and Imaging Societies’ guidelines. Whether these guidelines are strictly followed is unknown. Purpose We aimed to describe our institution’s practice patterns for echocardiographic monitoring in patients with aortic sclerosis (AScl) and AS of any severity. Methods Adult patients residing in our institution’s county with an echocardiographic diagnosis of AScl or AS between 01/2005-01/2022 were identified and classified into 4 groups: AScl, mild AS, moderate AS, or severe AS, at each echocardiogram during the study timeframe. Kaplan Meier analyses were used to evaluate the composite outcome, the occurrence of follow-up echocardiogram or death. Patients were censored at the time of aortic valve replacement/repair, heart transplant, or last clinical follow-up. Guideline follow-up was considered appropriate when the primary outcome occurred by 5 years (AScl/mild AS), 2 years (moderate AS), and 1 year (severe AS). Results A total of 23,726 echocardiograms from 9,578 unique patients were included. At index echocardiogram, median patient age was 74 years (IQR 65-82) and 4,806 (50.2%) were women. AScl was observed in 7,358 (76.8%) cases, mild AS in 1,442 (15.1%) cases, moderate AS in 479 (5%), and severe AS in 301 (3.1%) cases. Rates of composite outcome achievement by the end of the guideline-recommended interval were 81%, 90%, 80%, and 72% in AScl, mild, moderate, and severe AS, respectively. Rates for men were 83%, 92%, 82%, and 75% in these groups, while rates for women were 78%, 88%, 78%, and 68%, respectively (Figure 1). Follow-up rates were similar before and after 2012 (when transcatheter aortic valve replacement was approved for treatment of severe AS in high-risk surgical patients in the USA). Follow-up rates were higher in patients managed by cardiovascular providers compared to non-cardiovascular providers (Figure 2). Conclusion Depending on disease severity, between one fourth and one tenth of patients remained alive and unfollowed at the end of their guideline-recommended surveillance interval. There is significant variability in echocardiogram monitoring based on sex and referring provider specialty. Figure 1 Figure 2
Surgical intervention patterns and long-term survival of bicuspid aortic valve patients: community-based versus tertiary-referral cohorts
Tsaban, Gal , Hernandez, M A Montoya, Scott, Christopher G. , Pislaru, Sorin V. , Enriquez‐Sarano, Maurice , Michelena, Héctor I.

Mayo Clinic

European Heart Journal - Cardiovascular Imaging | January 29, 2025 | Volume: 26 | Issue: Supplement_1 | Pages: No page available

10.1093/ehjci/jeae333.141 Get It

Abstract Background Bicuspid aortic valve(BAV) disease carries a cumulative lifetime morbidity >80%. This morbidity includes surgery for aortic valve dysfunction, aortic dilatation, infective endocarditis, and aortic dissection. This study assessed surgical intervention patterns for BAV-related morbidity and long-term survival of these patients in a community-based cohort versus a tertiary referral cohort. Methods The tertiary-referral cohort included all patients with BAV-related surgeries across Mayo Clinic sites (Arizona, Florida, and Minnesota), from January 1990 to May 2024. The community-based cohort included all patients with BAV-related surgeries in Olmsted County, Minnesota, from January 1980 to May 2024. The tertiary-referral cohort comprised 2529 BAV patients of which 991(39%) [mean age 53±15 years, 76% males] underwent aortic valve surgery(AVR), aorta surgery, or a combination thereof, while the community-based cohort included 652 BAV patients of whom 262(40%) [mean age 43±20 year, 70% males] had the mentioned interventions. Cumulative survival was calculated by Kaplan-Meier method compared to the U.S population. Statistical significance was evaluated using one-sample log rank statistics. Results In the tertiary-referral cohort, 530/991(54%) patients underwent isolated AVR, 62/991(6%) had isolated aortic surgery, and 399(40%) underwent combined procedures. In the community-based cohort, 179/262(68%) patients underwent isolated AVR, 30/262(11%) underwent isolated aortic surgery, and 53(21%) had combined surgeries. In the tertiary-referral cohort, 940 patients underwent AVR; 57% for aortic stenosis(AS), 29% for aortic regurgitation(AR), 13% for mixed valvular disease, and 1% for endocarditis. In comparison, in the community-based cohort, 236 patients underwent AVR for AS in 71%, AR 20%, mixed valvular disease 7%, and endocarditis 2%. In the tertiary-referral cohort, 459 patients underwent aortic surgery; 21% for the root, 69% for the ascending aorta, 1% for the arch, <1% for aortic dissection, and 8% for coarctation repair. In comparison, 105 patients from the community-based cohort underwent aortic surgery; 33% for the root, 44% for the ascending aorta, 1% for the arch, 4% for aortic dissection and 18% coarctation repair. Compared to age- and sex-matched U.S. population, the relative risk for all cause death in the tertiary-referral cohort was 0.89 [95% CI: 0.70-1.11, p=0.35], whereas in the community-based cohort was 1.06 [95% CI: 0.85-1.32, p=0.57](Figure1). Conclusion Surgical intervention patterns were similar for community and tertiary BAV cohorts, with most patients undergoing isolated AVR or AVR plus aortic surgery, and isolated aortic surgery being uncommon. AVR indications were driven by AS, followed by AR and mixed valvular disease. Aortic surgery indications were driven by ascending aorta dilatation, followed by root dilatation and coarctation. Survival in both cohorts was similar to the U.S. general population.
Pulmonary artery effective elastance in patients with tricuspid valve regurgitation: a simple effective echo marker for risk stratification
Kane, Christopher , Anand, Vidhu , Padang, Ratnasari , Bird, Jared, Thaden, Jeremy J. , Kane, C, Naser, J A, Lara-Breitinger, Kyla M , Nkomo, Vuyisile T. , Kane, Garvan C. , Pislaru, Cristina , Scott, Christopher G. , Pislaru, Sorin V.

Mayo Clinic

European Heart Journal - Cardiovascular Imaging | January 29, 2025 | Volume: 26 | Issue: Supplement_1 | Pages: No page available

10.1093/ehjci/jeae333.142 Get It

Abstract Background/Introduction Tricuspid valve regurgitation (TR) is a common valvular disease associated with increased mortality. There is a need for tools to assess the interaction between the pulmonary artery (PA) circulation and the right ventricle (RV) in patients with TR and to investigate their association with outcomes. Various echo parameters have emerged that assess RV-PA coupling, including the ratio of TAPSE to RV systolic pressure (RVSP) and the PA pulsatility index (PAPi). The effective PA elastance (PA Ea) is a composite measure of RV afterload that refers to the measure of the pulmonary vascular load that the RV must overcome to eject blood into the PA. PA Ea is simple to estimate by echo and found to be an independent haemodynamic risk measure in various left heart and pulmonary hypertension (PH) diseases. Whether PA Ea discriminates risk in unselected patients with significant TR and how it compares to other measures of RV-PA coupling is untested. Purpose To ascertain the prognostic value of PA Ea in patients with TR. Methods In consecutive patients with a first diagnosis of ≥ moderate TR (regardless of aetiology), we compared all-cause mortality at five years based on the PA Ea (defined as the RVSP/stroke volume as measured by transthoracic echocardiography). As stroke volume was measured by Doppler at the left ventricular (LV) outflow tract, patients with > moderate aortic valve regurgitation were excluded. The Tricuspid Regurgitation Impact on Outcomes (TRIO) score was calculated as previously described. PA Ea was separated into 4 groups for comparison based on the separation of quartiles of PA Ea rounded to one decimal place. Results In the 13,608 patients studied, PA Ea could be calculated in 12,682 patients (94.4%). The median PA Ea was 0.68 mmHg/mL (IQR 0.50, 0.92). Increasing levels of PA Ea were associated with clinical comorbidities including heart failure, liver and kidney disease and clinical markers of risk such as the TRIO score. Increasing levels of PA Ea were also associated with larger RVs, worse RV systolic function, higher NT-pro BNP levels, and greater degrees of right heart failure (Table). Each quartile of PA Ea was associated with a significant increase in all-cause mortality (Figure). After adjusting for age and sex, PA Ea was associated with higher risk of death (HR 2.41 (2.28-2.56); p<.0001). While worsening degrees of PA Ea correlated with both declining levels of TAPSE/PASP and PAPi (Table), PA Ea was independently predictive of outcome in a combined model: PA Ea HR 1.65 (1.51-1.80, Chi-squ 120, p<.0001); PAPi HR 0.84 (0.80-0.89, Chi-squ 48, p<.0001) and TAPSE/PASP HR 0.32 (017-0.60, Chi-squ 12, p=.0004). Conclusion(s) In patients with significant TR, PA Ea is highly feasible and higher PA Ea is progressively associated with RV dysfunction, right heart failure, and worse survival. Incorporating PA Ea into the routine echo assessment may help stratify disease severity in patients with significant TR. Table Assoc. of PA Ea with mortality in TR
Prevalence, aetiology, and outcomes of native pulmonary regurgitation in the general adult population
Naser, Jwan A. , Ibrahim, Hossam, Andi, Kartik, Scott, Christopher G. , Pellikka, Patricia A. , Kennedy, Austin M , Connolly, Heidi M. , Nkomo, Vuyisile T. , Warnes, Carole A. , Jain, C. Charles , Egbe, Alexander C. , Andi, Kartik , Jain, Charles C, Borlaug, Barry A , Nkomo, Vuyisile T , Scott, Christopher , Pellikka, Patricia A , Enriquez-Sarano, Maurice , Kennedy, Austin M , Naser, Jwan A , Enriquez‐Sarano, Maurice , Pislaru, Sorin V. , Borlaug, Barry A.

Mayo Clinic

European Heart Journal - Cardiovascular Imaging | January 10, 2025 | Volume: 26 | Issue: 4 | Pages: 695-702

10.1093/ehjci/jeaf011 | PMID 39792481 Get It

Abstract Aims Pulmonary regurgitation (PR) after reparative intervention for congenital heart disease has been studied extensively. However, the burden, distribution of causes, and outcome of PR in adults is unknown. The study aimed to evaluate the prevalence, types, and outcomes of moderate/severe PR in adults in the community setting. Methods and results A total of 398 adult residents of Olmsted County who had clinically indicated echocardiography 2004–2023 at Mayo Clinic, Rochester, and had moderate or severe PR were identified retrospectively. The median age was 77 years, 48% were females, and 61 (51%) had severe PR. The age- and sex-adjusted US prevalence was 0.11% (vs. 0.67% for ≥moderate tricuspid regurgitation). Moderate/severe PR was due to pulmonary hypertension in 77%, congenital/iatrogenic in 11%, primary pulmonary valve disease in 2% (88% due to carcinoid), and idiopathic isolated in 10%. In contrast, severe PR was due to congenital/iatrogenic disease in 52%, pulmonary hypertension in 39%, primary PR in 5%, and isolated idiopathic in 3%. The all-cause mortality rate per 100 person-year was 73 in primary (mostly carcinoid) PR, 16 in pulmonary hypertension–related PR (not different vs. propensity-matched patients without PR), and 6 in isolated idiopathic PR (not different vs. matched patients without PR). Conclusion Moderate or severe PR had a lower prevalence vs. TR. The most frequent cause was pulmonary hypertension for ≥moderate PR and congenital/iatrogenic for severe PR. Mortality in patients with acquired ≥moderate PR appeared to be related to the underlying cause, with no excess mortality compared with matched patients without PR. Whether specifically severe PR confers excess mortality requires future investigation.
Natriuretic peptide levels and predicting risk of developing new diabetes mellitus and metabolic syndrome
Singh, Jasraj , Scott, Christopher G., Chen, Horng H. , Adel, Fadi W , Adel, Fadi

Mayo Clinic

Diabetes, Obesity and Metabolism | November 25, 2024 | Volume: 27 | Issue: 2 | Pages: 777-784

10.1111/dom.16073 | PMID 39587371 Get It

Abstract Aims Define the relationship between N‐terminal atrial natriuretic peptide (NT‐ANP) levels and incident metabolic syndrome and type 2 diabetes mellitus (‘metabolic disease’) in healthy adults and develop a risk prediction score. Materials and Methods Retrospective cohort study of Olmsted County Heart Function Study participants, a random sampling of county residents aged 45 years and older ( n = 2042). Clinical data were collected during enrolment between 1997 and 2000 and upon follow‐up 4 years later. Outcomes were followed for 8 years. We studied 715 subjects without metabolic disease at enrolment who completed follow‐up, assessing incident metabolic disease as the primary outcome. Youden's index was used to identify optimal cut‐points and develop the risk score. Results Upon multivariate analysis adjusting for age gender, HDL and triglycerides, higher baseline serum NT‐ANP levels were associated with a lower risk of metabolic disease (OR: 0.65, CI 0.49–0.85, p = 0.002). Higher baseline serum insulin and aldosterone levels were associated with higher risk of incident metabolic disease (OR: 2.04, CI 1.57–2.65, p < 0.001; OR: 1.43, CI 1.14–1.81, p = 0.002, respectively). Baseline serum NT‐ANP < 3337 pg/mL was 96.6% sensitive for future development of metabolic disease. A weighted score including all three biomarkers was 78.6% sensitive and 77.3% specific. Conclusions In healthy adults aged 45 years or older, higher baseline NT‐ANP levels are associated with a lower four‐year risk of developing metabolic disease. Serum NT‐ANP levels are a sensitive biomarker of future risk of metabolic disease and have screening utility when combined with insulin and aldosterone levels into a composite score.
Abstract 4141543: Exercise-induced cardiomyopathy in the absence of coronary artery disease: Clinical characteristics and outcomes.
Hubers, Scott , Scott, Christopher , McCully, Robert B. , Figueiral, Marta , Mohananey, Akanksha, Wang, Min , Wang, Li , Gulati, Rajiv, Pereira, Naveen L. , Fazzini, Luca , Cao, Jenny Jia Ling , Castrichini, Matteo , Ghazal, Rachad , Wang, Li, Gulati, Rajiv , Montisci, Roberta , Pellikka, Patricia A.

Mayo Clinic

Circulation | November 14, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.150.suppl_1.4141543 Get It

Background: Patients with normal resting left ventricular ejection fraction (LVEF) without either coronary artery disease (CAD) or a hypertensive response can paradoxically develop reduced LVEF during exercise stress echocardiography (ESE). The clinical phenotype and outcomes of these patients is unknown. Hypothesis: Patients who paradoxically develop reduced LVEF during exercise may represent a sub-phenotype of heart failure with preserved LVEF (HFpEF). Aims: To describe the baseline characteristics and clinical outcomes of this unique patient population. Methods: Among all ESE performed between January 2003 and December 2022, patients without a hypertensive response to exercise and without CAD by angiogram within 90 days of ESE, who had a resting LVEF ≥50% with a ≥5% LVEF decrease during ESE were identified. All-cause mortality, HF hospitalization, and atrial fibrillation (AF) outcomes were assessed. Kaplan-Meier and Cox regression methods were used to analyze time-to-event outcomes. Results: Among 213,643 stress echocardiograms performed, 134 patients met eligibility criteria (Table 1). The mean age of the population was 66±10 years, 76% were women, and 16% had AF at baseline. Mean LVEF was 58±4% at rest and 43±4% at peak stress. Stress electrocardiogram met criteria for ischemia in 14%. The 10-year all-cause mortality risk was 12.9% (95% CI 5.5-20.3) with 10 (37%) of 27 deaths due to cancer (Figure 1, Panel A). The 10-year estimated risk of HF hospitalization was 17.6% (95% CI 9.0-26.2) (Figure 1, Panel B). Among 112 patients without AF at baseline, the 10-year risk of developing AF was 23.4% (95% CI 13.4-33.4). Conclusions: Patients with exercise-induced reduced LVEF in the absence of obstructive CAD have a high incidence of HF hospitalizations and AF. Given the preponderance of women, risk for AF, HF hospitalizations, and cancer-related deaths, the possibility that this condition is an early sub-phenotype of HFpEF should be investigated.
Abstract 4141389: Low Serum Albumin as a Predictor of All-Cause Mortality in HFpEF Patients
Lopuszynski, Jack , Ahmad, Rimsha , Scott, Christopher G. , Zahid, Maliha

Mayo Clinic

Circulation | November 14, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.150.suppl_1.4141389 Get It

Introduction: Heart failure with preserved ejection fraction (HFpEF) is an increasingly prevalent form of heart failure (HF) in the US today. Our prior work revealed low albumin at first hospitalization for HF exacerbation with underlying HFpEF to be an independent predictor of all-cause mortality in a small cohort of patients. We now sought to confirm our earlier findings across a larger and more diverse patient population. Methods: Seven thousand, eight hundred and forty patients had a first admission to Mayo Clinic for HF exacerbation with an echo-confirmed left ventricular ejection fraction>50% between 2010 and 2020. Patient baseline demographics, co-morbidities, admission laboratory values, echocardiographic parameters, discharge medications, and outcomes were obtained from chart abstraction. To validate our previous model, patients were grouped based on the number of risk factors as previously defined: age>80 years, serum albumin level<3.2 g/dl, medial E/e'≥20, N-terminal pro-brain natriuretic peptide (NT-proBNP) >5,000 pg/mL, and the presence of hypertension (HTN). The association with 1 year mortality was studied using Cox regression. Kaplan Meier curves were generated based on the number of factors present per patient. Results: Eleven significant univariate predictors of all-cause mortality were identified from the data (Fig. 1A), with hazard ratios (HR) ranging from 1.22-2.04 (p<0.001 for all). Notably, four previously identified prognosticators (age, albumin, medial E/e’, , HTN) were noted as significant independent predictors of all-cause mortality in HFpEF (HR 1.67, 2.14, 1.18, and 1.15, respectively, p<0.004 for all ; Fig. 1B). Multivariate regression modeling identified low albumin on presentation as being a significant adverse prognosticator (HR=2.14; p-value<0.001). Conclusion: Our analysis of 7840 HFpEF patients confirms our prior findings, suggesting that this model is a strong predictive tool for assessing the prognosis of HFpEF. Taken together, these five variables are easily available in the in-patient setting and can be incorporated into a model predictive of 1-year all-cause mortality.
Abstract 4139565: Association of transcatheter edge-to-edge repair with clinical outcomes in atrial functional mitral regurgitation
Massad, Faysal, Kennedy, Austin M , Naser, Jwan A. , Scott, Christopher G. , Borlaug, Barry A. , Pellikka, Patricia A. , Simard, Trevor , Enriquez‐Sarano, Maurice , Nkomo, Vuyisile T. , Michelena, Héctor I. , Pislaru, Sorin V.

Mayo Clinic

Circulation | November 14, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.150.suppl_1.4139565 Get It

Background: Atrial functional mitral regurgitation (AFMR) constitutes ~25% of ≥moderate MR and has been associated with a high prevalence and incidence of HFpEF. Transcatheter edge-to-edge repair (TEER) has shown effectiveness in improving symptoms in AFMR, but its impact on mortality and HF hospitalizations is unknown. Objective: Evaluate rates of mortality and HF hospitalizations in patients with ≥moderate AFMR treated with TEER and compare them to conservative management. Methods: Consecutive adults with ≥moderate AFMR (functional MR with left atrial enlargement, ejection fraction≥50%, and absent >mild left ventricular enlargement) were identified retrospectively. Ecxlusion criteria were previous cardiac surgery, ≥moderate aortic regurgitation/stenosis, infiltrative/hypertrophic cardiomyopathy, regional wall motion abnormalities or malignancy. Propensity score matching was performed (1:1 ratio) between patients treated with TEER and patients treated conservatively based on age, sex, EuroScore II, effective regurgitant orifice area, and the integrative MR severity. To ensure similar technique in evaluation in the 2 groups, variables were obtained from the closest transthoracic echocardiogram before TEER in the TEER group [median 65 (IQR 29-111) days]. Results: Overall, 46 patients with ≥moderate AFMR treated by TEER and 46 treated conservatively were included, Table 1 . Patients undergoing TEER had more frequent atrial fibrillation and NYHA class ≥III. MR improved to ≤moderate in 93% of patients undergoing TEER on procedural transesophageal echocardiography, Figure 1 . On 1–3-month post-TEER follow-up, 64% had NYHA class I/II (vs 33% pre-TEER), Figure 1 . Over median 2.2 (IQR 1.2-3.1) years, 32 patients died (rate 13%/year in each group, log-rank p=0.85), Figure 2 . When adjusted for baseline NYHA, rates of HF hospitalizations were not different between the groups (Wald-test p-value=0.48). Residual ≥moderate AFMR in the TEER group was not associated with mortality (log-rank p=0.83), but ≥1 class improvement of NYHA in patients with baseline NYHA >1 was associated with decreased mortality, Figure 2 . Conclusion: MR severity and NYHA class improved with TEER for AFMR, and improved NYHA class was associated with decreased mortality. However, the association of TEER with decreased risk of mortality or HF hospitalization remains unproven, and larger randomized studies are needed to evaluate the potential role of TEER on these outcomes in AFMR.
Abstract 4139274: Implications of Electrocardiographic-Based Artificial Intelligence on Patients with Exercise-Induced Cardiomyopathy
Figueiral, Marta , Hubers, Scott , McCully, Robert B. , Mohananey, Akanksha, Wang, Min , Wang, Li , Gulati, Rajiv , Pereira, Naveen L. , Fazzini, Luca , Cao, Jenny Jia Ling , Scott, Christopher G. , Castrichini, Matteo , Ghazal, Rachad , Wang, Li, Montisci, Roberta , Pellikka, Patricia A.

Mayo Clinic

Circulation | November 14, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.150.suppl_1.4139274 Get It

Background: Electrocardiography-based artificial intelligence (AI-ECG) validated models that detect cardiac disease are increasingly being applied in clinical practice. The utility of such tools to detect insidious cardiac disease in patients with normal baseline left ventricular ejection fraction (LVEF) who paradoxically develop reduced LVEF during exercise stress echocardiography (ESE), and do not have coronary artery disease (CAD) or hypertension, is unknown. Hypothesis: AI-ECG is useful to diagnose insidious cardiac disease and predict clinical outcomes in patients with exercise-induced cardiomyopathy. Aims: To assess the utility of AI ECG in patients with exercise-induced cardiomyopathy. Methods: Among all ESE performed between January 2003 and December 2022, patients without a hypertensive response to exercise and without CAD (confirmed by coronary angiography within 90 days after ESE), with resting LVEF ≥50% and a paradoxical ≥5% LVEF decrease during ESE were identified. A previously validated AI-ECG algorithm that predicts atrial fibrillation (AF), reduced LVEF, and cardiac amyloidosis (CA) was applied to the baseline ECG closest to the time of ESE. The predicted probability of AF, reduced LVEF, and CA if above the published thresholds, was determined. Results: There were 134 patients with exercise-induced cardiomyopathy who were identified. The mean age of this cohort was 66±10 years, 76% were women and 16% had AF at baseline. Mean LVEF was 58±4% at rest and 43±4% at peak stress. The median follow-up period was 6.8 years (IQR 3.0-12.2). Among patients without a baseline history of AF (n=112), AI-ECG identified 29% with a significant probability of AF, which was associated with a subsequent AF diagnosis at univariable analysis (HR 2.505, 95%CI 1.016-6.177, p=0.046). There were 10 patients with an AI-ECG prediction of reduced LVEF among whom 3 were subsequently hospitalized with HF. AI-ECG was positive for CA in 8 and 3 amongst these had subsequent HF hospitalizations (Table). Conclusions: Baseline AI-ECG may help predict subsequent AF and diagnose preclinical amyloid cardiomyopathy in patients who by resting echocardiography do not seem to have cardiac disease but with exercise develop reduced LVEF.
Abstract 4138373: Machine learning identifies clinically distinct phenotypes in patients with aortic regurgitation.
Deb, Brototo , Kane, Garvan C. , Anand, Vidhu , Scott, Christopher G. , Michelena, Héctor I. , Pislaru, Sorin V. , Nkomo, Vuyisile T. , Crestanello, Juan A. , Pellikka, Patricia A.

Mayo Clinic

Circulation | November 14, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.150.suppl_1.4138373 Get It

Background: Aortic regurgitation (AR) is a prevalent valve disease with a long latent period to symptoms. Recent data has suggested the role of novel markers of myocardial overload in assessing onset of decompensation. Method: We sought to evaluate the role of unsupervised cluster analyses in identifying different clinical clusters, including clinical status, and a large number of echocardiographic variables including left ventricular (LV) volumes, and their association with mortality. Patients with ≥moderate-severe chronic AR identified using echocardiography at Mayo Clinic, Rochester were retrospectively analyzed. Primary outcome was all-cause mortality censored at aortic valve surgery/last follow-up. Uniform Manifold Approximation and Projection (UMAP) with K -means algorithm was used to cluster patients using clinical and, echocardiographic variables at the time of presentation. Missing data were imputed with the Multiple Imputation by Chained Equations (MICE) method. A supervised approach trained on the training set was used to find cluster membership in a hold-out validation set. Log-rank tests were used to assess differences in mortality rates between the clusters, both in the training and validation sets. Results: Three distinct clusters were identified among 1100 patients (log-rank P for survival <0.001). Cluster 1 (n=337), which included younger males with severe AR but fewer symptoms, showed the best survival, 75.6% (69.5, 82.3). Cluster 2 (n=235), older and more females with elevated filling pressures, showed intermediate survival of 64.2 % (56.8, 72.5). Cluster 3 (n=253), characterized by severe symptomatic AR, demonstrated the lowest survival of 45.3 % (34.4, 59.8) at 5 years. Similar clusters were formed in the internal validation cohort. Conclusion: Distinct clusters with variable echocardiographic features and mortality differences exist within patients with chronic ≥moderate-severe AR. Recognizing these clusters can refine individual risk stratification and clinical decision-making after verification in future prospective studies.