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170 citation(s) found for "Michelena, Hector I".

Family screening for bicuspid aortic valve: indicated, but easy to implement?
Evangelista, Arturo , Michelena, Héctor I.

European Heart Journal | June 8, 2023 | Volume: 44 | Issue: 33 | Pages: 3165-3167

10.1093/eurheartj/ehad057 | PMID 37287349 Get It

Cerebral and Retinal Infarction in Bicuspid Aortic Valve
Huntley, Geoffrey D. , Michelena, Héctor I. , Thaden, Jeremy J. , Alkurashi, Adham K. , Pochettino, Alberto , Crestanello, Juan A. , Maleszewski, Joseph J. , Brown, Robert D. , Nkomo, Vuyisile T. , Crestanello, Juan A , Maleszewski, Joseph J , Nkomo, Vuyisile T , Michelena, Hector I , Pislaru, Sorin V.

Journal of the American Heart Association | March 21, 2023 | Volume: 12 | Issue: 7 | Pages: No page available

10.1161/jaha.122.028789 | PMID 36942747 Get It

Background Description of cerebral and retinal infarction in patients with bicuspid aortic valve (BAV) is limited to case reports. We aimed to characterize cerebral and retinal infarction and examine outcomes in patients with BAV. Methods and Results Consecutive patients from 1975 to 2015 with BAV (n=5401) were retrospectively identified from the institutional database; those with confirmed cerebral or retinal infarction were analyzed. Infarction occurring after aortic valve replacement was not included. Patients were grouped according to infarction pathogenesis: embolism from a degenerative calcific BAV (BAVi); non‐BAV, large artery atherosclerotic or lacunar infarction (LAi); and non‐BAV, non‐large artery embolic infarction (nLAi). There were 83/5401 (1.5%) patients, mean age 54±12 years and 28% female, with confirmed cerebral or retinal infarction (LAi 23/83 [28%]; nLAi 30/83 [36%]; BAVi 26/83 [31%]; other 4/83 [5%]). Infarction was embolic in 72/83 (87%), and 35/72 (49%) were cardioembolic. CHA 2 DS 2 ‐VASc score was 1.4±1.2 in BAVi ( P =0.188 versus nLAi) and 2.3±1.2 in LAi ( P =0.005). Recurrent infarction occurred in 41% overall (50% BAVi, P =0.164 and 0.803 versus LAi and nLAi). BAVi was more commonly retinal (39% BAVi versus 13% LAi, P =0.044 versus 0% nLAi, P =0.002). Patients with BAVi and LAi were more likely to have moderate‐to‐severe aortic stenosis and undergo aortic valve replacement compared with patients with nLAi. Conclusions Cardioembolism, often from degenerative calcification of the aortic valve, is a predominant cause of cerebral and retinal infarction in patients with BAV and is frequently recurrent. Cerebral and retinal infarction should be regarded as a complication of BAV.
Correlation between artificial intelligence-enabled electrocardiogram and echocardiographic features in aortic stenosis
Ito, Saki , Cohen‐Shelly, Michal , Attia, Zachi I. , Lee, Eunjung , Friedman, Paul A. , Noseworthy, Peter A. , López-Jiménez, Francisco , Oh, Jae K. , Noseworthy, Peter A , Lopez-Jimenez, Francisco , Attia, Zachi I , Ito, Saki , Nkomo, Vuyisile T. , Michelena, Héctor I.

European Heart Journal - Digital Health | February 8, 2023 | Volume: 4 | Issue: 3 | Pages: 196-206

10.1093/ehjdh/ztad009 | PMID 37265870 Get It

Abstract Aims An artificial intelligence-enabled electrocardiogram (AI-ECG) is a promising tool to detect patients with aortic stenosis (AS) before developing symptoms. However, functional, structural, or haemodynamic components reflected in AI-ECG responsible for its detection are unknown. Methods and results The AI-ECG model that was developed at Mayo Clinic using a convolutional neural network to identify patients with moderate–severe AS was applied. In patients used as the testing group, the correlation between the AI-ECG probability of AS and echocardiographic parameters was investigated. This study included 102 926 patients (63.0 ± 16.3 years, 52% male), and 28 464 (27.7%) were identified as AS positive by AI-ECG. Older age, atrial fibrillation, hypertension, diabetes, coronary artery disease, and heart failure were more common in the positive AI-ECG group than in the negative group (P < 0.001). The AI-ECG was correlated with aortic valve area (ρ = −0.48, R2 = 0.20), peak velocity (ρ = 0.22, R2 = 0.08), and mean pressure gradient (ρ = 0.35, R2 = 0.08). The AI-ECG also correlated with left ventricular (LV) mass index (ρ = 0.36, R2 = 0.13), E/e′ (ρ = 0.36, R2 = 0.12), and left atrium volume index (ρ = 0.42, R2 = 0.12). Neither LV ejection fraction nor stroke volume index had a significant correlation with the AI-ECG. Age correlated with the AI-ECG (ρ = 0.46, R2 = 0.22) and its correlation with echocardiography parameters was similar to that of the AI-ECG. Conclusion A combination of AS severity, diastolic dysfunction, and LV hypertrophy is reflected in the AI-ECG to detect AS. There seems to be a gradation of the cardiac anatomical/functional features in the model and its identification process of AS is multifactorial.
Machine learning-based risk stratification for mortality in patients with severe aortic regurgitation
Anand, Vidhu , Hu, H. M. , Weston, Alexander D. , Michelena, Héctor I. , Carter, Rickey E. , Hu, Hanwen, Michelena, Hector I , Carter, Rickey E , Hu, Hanwen, Scott, Christopher G. , Pislaru, Sorin V. , Pellikka, Patricia A.

European Heart Journal - Digital Health | February 7, 2023 | Volume: 4 | Issue: 3 | Pages: 188-195

10.1093/ehjdh/ztad006 | PMID 37265866 Get It

Abstract Aims The current guidelines recommend aortic valve intervention in patients with severe aortic regurgitation (AR) with the onset of symptoms, left ventricular enlargement, or systolic dysfunction. Recent studies have suggested that we might be missing the window of early intervention in a significant number of patients by following the guidelines. Methods and results The overarching goal was to determine if machine learning (ML)-based algorithms could be trained to identify patients at risk for death from AR independent of aortic valve replacement (AVR). Models were trained with five-fold cross-validation on a dataset of 1035 patients, and performance was reported on an independent dataset of 207 patients. Optimal predictive performance was observed with a conditional random survival forest model. A subset of 19/41 variables was selected for inclusion in the final model. Variable selection was performed with 10-fold cross-validation using random survival forest model. The top variables included were age, body surface area, body mass index, diastolic blood pressure, New York Heart Association class, AVR, comorbidities, ejection fraction, end-diastolic volume, and end-systolic dimension, and the relative variable importance averaged across five splits of cross-validation in each repeat were evaluated. The concordance index for predicting survival of the best-performing model was 0.84 at 1 year, 0.86 at 2 years, and 0.87 overall, respectively. Conclusion Using common echocardiographic parameters and patient characteristics, we successfully trained multiple ML models to predict survival in patients with severe AR. This technique could be applied to identify high-risk patients who would benefit from early intervention, thereby improving patient outcomes.
Factors influencing post-surgical survival in degenerative mitral regurgitation
Butcher, Steele C. , Essayagh, Benjamin , Benfari, Giovanni , Antoine, Clémence , Roussel, Jean‐Christian , Wijngaarden, Aniek Van, Tribouilloy, Christophe , Ruşinaru, Dan, Topilsky, Yan , Michelena, Héctor I. , Delgado, Victoria , Enriquez‐Sarano, Maurice , Topilsky, Yan , Benfari, Giovanni , Roussel, Jean-Christian , Tribouilloy, Christophe , Hochstadt, Aviram , Michelena, Hector I , Enriquez-Sarano, Maurice , Delgado, Victoria , Topilsky, Yan , Essayagh, Benjamin , Butcher, Steele C , Steyerberg, Ewout W. , Grigioni, Francesco , Tourneau, Thierry Le , Marsan, Nina Ajmone , Bax, Jeroen J.

European Heart Journal | January 4, 2023 | Volume: 44 | Issue: 10 | Pages: 871-881

10.1093/eurheartj/ehad004 | PMID 36702625 Get It

Abstract Aims Indications for surgery in patients with degenerative mitral regurgitation (DMR) are increasingly liberal in all clinical guidelines but the role of secondary outcome determinants (left atrial volume index ≥60 mL/m2, atrial fibrillation, pulmonary artery systolic pressure ≥50 mmHg and moderate to severe tricuspid regurgitation) and their impact on post-operative outcome remain disputed. Whether these secondary outcome markers are just reflective of the DMR severity or intrinsically affect survival after DMR surgery is uncertain and may have critical importance in the management of patients with DMR. To address these gaps of knowledge the present study gathered a large cohort of patients with quantified DMR, accounted for the number of secondary outcome markers and examined their independent impact on survival after surgical correction of the DMR. Methods and results The Mitral Regurgitation International DAtabase-Quantitative registry includes patients with isolated DMR from centres across North America, Europe, and the Middle East. Patient enrolment extended from January 2003 to January 2020. All patients undergoing mitral valve surgery within 1 year of registry enrolment were selected. A total of 2276 patients [65 (55–73) years, 32% male] across five centres met study eligibility criteria. Over a median follow-up of 5.6 (3.6 to 8.7) years, 278 patients (12.2%) died. In a comprehensive multivariable Cox regression model adjusted for age, EuroSCORE II, symptoms, left ventricular ejection fraction (LVEF), left ventricular end-systolic diameter (LV ESD) and DMR severity, the number of secondary outcome determinants was independently associated with post-operative all-cause mortality, with adjusted hazard ratios of 1.56 [95% confidence interval (CI): 1.11–2.20, P = 0.011], 1.78 (95% CI: 1.23–2.58, P = 0.002) and 2.58 (95% CI: 1.73–3.83, P < 0.0001) for patients with one, two, and three or four secondary outcome determinants, respectively. A model incorporating the number of secondary outcome determinants demonstrated a higher C-index and was significantly more concordant with post-operative mortality than models incorporating traditional Class I indications alone [the presence of symptoms (P = 0.0003), or LVEF ≤60% (P = 0.006), or LV ESD ≥40 mm (P = 0.014)], while there was no significant difference in concordance observed compared with a model that incorporated the number of Class I indications for surgery combined (P = 0.71). Conclusion In this large cohort of patients treated surgically for DMR, the presence and number of secondary outcome determinants was independently associated with post-surgical survival and demonstrated better outcome discrimination than traditional Class I indications for surgery. Randomised controlled trials are needed to determine if patients with severe DMR who demonstrate a cardiac phenotype with an increasing number of secondary outcome determinants would benefit from earlier surgery.
The MIDA-Q Mortality Risk Score: A Quantitative Prognostic Tool for the Mitral Valve Prolapse Spectrum
Essayagh, Benjamin , Benfari, Giovanni , Antoine, Clémence , Grigioni, Francesco , Tourneau, Thierry Le , Roussel, Jean‐Christian , Bax, Jeroen J. , Delgado, Victoria , Wijngaarden, Aniek Van, Tribouilloy, Christophe , Ruşinaru, Dan, Topilsky, Yan , Thapa, Prabin , Topilsky, Yan , Le Tourneau, Thierry , Marsan, Nina Ajmone , Tribouilloy, Christophe , Hochstadt, Aviram , Topilsky, Yan , Michelena, Hector I , Enriquez-Sarano, Maurice , Delgado, Victoria , Bax, Jeroen J , Benfari, Giovanni , Topilsky, Yan , Essayagh, Benjamin , Grigioni, Francesco , Marsan, Nina Ajmone , Michelena, Héctor I. , Enriquez‐Sarano, Maurice

Circulation | December 27, 2022 | Volume: 147 | Issue: 10 | Pages: 798-811

10.1161/circulationaha.122.062612 | PMID 36573420 Get It

Background: Mitral valve prolapse (MVP) is responsible for a considerable disease burden but is widely heterogeneous. The lack of a comprehensive prognostic instrument covering the entire MVP spectrum, encompassing the quantified consequent degenerative mitral regurgitation (DMR), hinders clinical management and therapeutic trials. Methods: The new Mitral Regurgitation International Database Quantitative (MIDA-Q) registry enrolled 8187 consecutive patients (ages 63±16 years, 47% women, follow-up 5.5±3.3 years) first diagnosed with isolated MVP, without or with DMR quantified prospectively (measuring effective regurgitant orifice [ERO] and regurgitant volume) in routine practice of 5 tertiary care centers from North America, Europe, and the Middle East. The MIDA-Q score ranges from 0 to 15 by accumulating guideline-based risk factors and DMR severity. Long-term survival under medical management was the primary outcome end point. Results: MVP was associated with DMR absent/mild (ERO <20 mm 2 ) in 50%, moderate (ERO 20–40 mm 2 ) in 25%, and severe or higher (ERO ≥40 mm 2 ) in 25%, with mean ERO 24±24 mm 2 , regurgitant volume 37±35 mL. Median MIDA-Q score was 4 with a wide distribution (10%–90% range, 0–9). MIDA-Q score was higher in patients with EuroScore II ≥1% versus <1% (median, 7 versus 3; P < 0.0001) but with wide overlap (10%–90% range, 4–11 versus 0–7) and mediocre correlation ( R 2 0.18). Five-year survival under medical management was strongly associated with MIDA-Q score, 97±1% with score 0, 95±1% with score 1 to 2, 82±1% with score 3 to 4, 67±1% with score 5 to 6, 60±1% with score 7 to 8, 44±1% with score 9 to 10, 35±1% with score 11 to 12, and 5±4% with MIDA-Q score ≥13, with hazard ratio 1.31 [1.29–1.33] per 1-point increment. Excess mortality with higher MIDA-Q scores persisted after adjustment for age, sex, and EuroScore II (adjusted hazard ratio, 1.13 [1.11–1.15] per 1-point increment). Subgroup analysis showed persistent association of MIDA-Q score with mortality in all possible subsets, in particular, with EuroScore II<1% (hazard ratio, 1.08 [1.02–1.14]) or ≥1% (hazard ratio, 1.11 [1.08–1.13]) and with no/mild DMR (hazard ratio, 1.14 [1.10–1.19]) or moderate/severe DMR (hazard ratio, 1.13 [1.10–1.16], all per 1-point increment with P <0.0001). Nested-model and bootstrapping analyses demonstrated incremental prognostic power of MIDA-Q score (all P <0.0001). Conclusions: This large, international cohort of isolated MVP, with prospective DMR quantification in routine practice, demonstrates the wide range of risk factor accumulation and considerable heterogeneity of outcomes after MVP diagnosis. The MIDA-Q score is strongly, independently, and incrementally associated with long-term survival after MVP diagnosis, irrespective of presentation, and is therefore a crucial prognostic instrument for risk stratification, clinical trials, and management of patients diagnosed with all forms of MVP.
Clinical outcomes in patients with bicuspid aortic valves and ascending aorta dilatation equal or above 50mm
Ye, Z, Beachey, J, Dentamaro, Ilaria , Moral, Sergio , Bagnati, Rodrigo, Evangelista, Artur , Lane, Conor M. , Beachey, Joel D., Medina‐Inojosa, José R. , Galián-Gay, Laura , Calvo, Francisco , Alegret, Josep Maria , Sánchez, Violeta , Bellino, Michele , Enriquez‐Sarano, Maurice , Michelena, Héctor I.

European Heart Journal | October 15, 2022 | Volume: 43 | Issue: Supplement_2 | Pages: No page available

10.1093/eurheartj/ehac544.1951 Get It

Abstract Background Little is known about clinical outcomes in patients with bicuspid aortic valve (BAV) and ascending aortic diameters ≥50 mm where the elective surgical-indication zone begins. Purpose To assess incident aortic dissection (AoD), post-surgical survival and guideline implementation. Methods Multi-center retrospective study of BAV patients (≥18 years) with maximal root or tubular-ascending aortic diameters ≥50mm detected by transthoracic echocardiography at baseline. Ascertainment of aortic surgery, AoD and death was carried-out at their respective institutions. The primary outcome was AoD: “confirmed” AoD by surgery or death certificate, or “possible” AoD defined as sudden cardiac death of unknown cause by death certificate. Secondary outcomes were aortic surgery, post-surgical survival and guideline implementation. Results We included 506 consecutive BAV patients, mean age 61±14 years, 83% men, mean maximal aortic diameter 52±2 mm at baseline, ascending aorta was the most common segment ≥50mm (85%). During a median follow-up of 7.7 years, 356 (71%) underwent elective surgery (89% of class 1 patients). Early-surgery (≤6 months from baseline) occurred in 195 patients and 311 patients remained “under-surveillance”. Surgery under-surveillance (&gt;6 months from baseline) occurred in 161/311 (52%) patients at 2.6 [IQR: 1.5–4.7] years of follow-up. Surgical mortality was 1.4%. Ten-year post-surgical survival was &gt;90% and similar between early-surgery and surgery under-surveillance (p=0.8). Of 8 AoD events, 3 confirmed and 5 possible (all occurring in unoperated patients under-surveillance), 5 events occurred with maximal aortic baseline diameter ≥55 mm and/or &gt;1 year without clinical follow-up; therefore, under guideline non-compliance. Incidence of confirmed plus possible aortic dissection was 0.37% per year with size 50–54mm, 1.13% per year between 55–59mm, and 10.41% per year with size ≥60mm. Aortic stenosis was associated with AoD (p=0.04) and all-cause death in unoperated patients (p=0.001). Conclusions Our results suggest that BAV patients can be safely followed as per guidelines after aortic diameters enter the elective surgical zone (≥50mm), with excellent post-surgical survival regardless of whether surgery is early- or under-surveillance. Appropriate guideline implementation for surgical thresholds and interval clinical follow-up could have prevented most AoD events. Valvular disease guideline should also be followed to prevent AoD and improve survival in these patients. Funding Acknowledgement Type of funding sources: None.
Longitudinal Evolution of Cardiac Dysfunction in Heart Failure and Preserved Ejection Fraction With Normal Natriuretic Peptide Levels
Sorimachi, Hidemi, Verbrugge, Frederik H. , Omote, Kazunori , Obokata, Masaru , Reddy, Yogesh N.V. , Ye, Zi , Michelena, Héctor I. , Borlaug, Barry A. , Omar, Massar , Obokata, Masaru , Michelena, Hector I , Borlaug, Barry A , Nishimura, Rick , Verbrugge, Frederik H , Omar, Massar

Circulation | August 8, 2022 | Volume: 146 | Issue: 6 | Pages: 500-502

10.1161/circulationaha.121.058592 | PMID 35939545 Get It

Atrial mitral regurgitation: Characteristics and outcomes of transcatheter mitral valve edge‐to‐edge repair
Simard, Trevor , Reddy, Yogesh N.V. , Thaden, Jeremy J. , Padang, Ratnasari , Lloyd, James W. , Sabbagh, Abdallah El , Reeder, Guy S., Rihal, Charanjit S. , Eleid, Mackram F. , Lloyd, James , El Sabbagh, Abdallah , Guerrero, Mayra E , Eleid, Mackram F , Nishimura, Rick , Simard, Trevor , Michelena, Héctor I. , Nkomo, Vuyisile T. , Nishimura, Rick A. , Guerrero, Mayra , Alkhouli, Mohamad , Rihal, Charanjit S.

Catheterization and Cardiovascular Interventions | May 10, 2022 | Volume: 100 | Issue: 1 | Pages: 133-142

10.1002/ccd.30224 | PMID 35535629 Get It

AbstractBackgroundMitral transcatheter edge‐to‐edge repair (MTEER) is an established therapeutic approach for mitral regurgitation (MR). Functional mitral regurgitation originating from atrial myopathy (A‐FMR) has been described.ObjectivesWe sought to assess the clinical, echocardiographic and hemodynamic considerations in A‐FMR patients undergoing MTEER.MethodsFrom 2014 to 2020, patients undergoing MTEER for degenerative MR (DMR), functional MR (FMR), and mixed MR were assessed. A‐FMR was defined by the presence of MR > moderate in severity; left ventricular (LV) ejection fraction (LVEF) ≥ 50%; and severe left atrial (LA) enlargement in the absence of LV dysfunction, leaflet pathology, or LV tethering. The diagnosis of A‐FMR (vs. ventricular‐FMR [V‐FMR]) was confirmed by three independent echocardiographers. Baseline characteristics, procedural outcomes as well as clinical and echocardiographic follow‐up are reported. Device success was defined as final MR grade ≤ moderate; MR reduction ≥1 grade; and final transmitral gradient <5 mmHg.Results306 patients underwent MTEER, including DMR (62%), FMR (19%), and mixed MR (19%). FMR cases included 37 (63.8%) V‐FMR and 21 (36.2%) A‐FMR. Tricuspid regurgitation (≥ moderate) was higher in A‐FMR (80.1%) compared to V‐FMR (54%) and DMR (42%). Device success did not significantly differ between A‐FMR and V‐FMR (57% vs. 73%, p = 0.34) or DMR (57% vs. 64%, p = 1.0). The A‐FMR cohort was less likely to achieve ≥3 grades of MR reduction compared to V‐FMR (19% vs. 54%, p = 0.01) and DMR (19% vs. 49.7%, p = 0.01). Patients with V‐FMR and DMR demonstrated significant reductions in mean left atrial pressure (LAP) and peak LA V‐wave, though A‐FMR did not (LAP −0.24 ± 4.9, p = 0.83; peak V‐wave −1.76 ± 9.1, p = 0.39). In follow‐up, echocardiographic and clinical outcomes were similar.ConclusionsIn patients undergoing MTEER, A‐FMR represents one‐third of FMR cases. A‐FMR demonstrates similar procedural success but blunted acute hemodynamic responses compared with DMR and V‐FMR following MTEER. Dedicated studies specifically considering A‐FMR are needed to discern the optimal therapeutic approaches.