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Michelena, Hector I

0000-0002-2341-5247

Mayo Clinic

Mayo Clinic

Citations 43

Correspondence on ‘Prevalence of pulmonary hypertension in aortic regurgitation and its influence on outcomes’ by Ratwatte et al
Michelena, Héctor I. , Anand, Vidhu , Enriquez‐Sarano, Maurice , Pellikka, Patricia A. , Pellikka, Patricia A , Michelena, Hector I , Enriquez-Sarano, Maurice

Heart | September 1, 2023 | Volume: 109 | Issue: 20 | Pages: 1574-1574

10.1136/heartjnl-2023-323347 Get It

Bicuspid Aortic Valve and Thoracic Aortic Disease: Further Evidence of Clinically Silent but Deadly Risk to Family Members of Affected Individuals
Prakash, Siddharth K. , Michelena, Héctor I. , Milewicz, Dianna M. , Michelena, Hector I , Prakash, Siddharth K , Milewicz, Dianna M

Circulation | August 21, 2023 | Volume: 148 | Issue: 8 | Pages: 648-650

10.1161/circulationaha.123.065406 Get It

Artificial Intelligence-Enabled Electrocardiogram in the Detection of Patients at Risk of Atrial Secondary Mitral Regurgitation
Naser, Jwan A. , Lee, Eunjung , Michelena, Héctor I. , Lin, Grace , Pellikka, Patricia A. , Nkomo, Vuyisile T. , Noseworthy, Peter A. , Friedman, Paul A. , Attia, Zachi I. , Pislaru, Sorin V. , Sabbah, Michael S. , Noseworthy, Peter A , Nkomo, Vuyisile T , Pellikka, Patricia A , Michelena, Hector I , Attia, Zachi I , Lin, Grace , Naser, Jwan A

Circulation: Arrhythmia and Electrophysiology | August 11, 2023 | Volume: 16 | Issue: 9 | Pages: No page available

10.1161/circep.123.012033 Get It

Arrhythmic mitral valve prolapse and mitral annular disjunction: pathophysiology, risk stratification, and management
Essayagh, Benjamin , Sabbag, Avi , El‐Am, Edward , Cavalcante, João L. , Michelena, Héctor I. , Enriquez‐Sarano, Maurice , Michelena, Hector I , Enriquez-Sarano, Maurice , El-Am, Edward , Essayagh, Benjamin , Sabbag, Avi

European Heart Journal | July 19, 2023 | Volume: 44 | Issue: 33 | Pages: 3121-3135

10.1093/eurheartj/ehad491 Get It

Abstract Mitral valve prolapse (MVP) is the most frequent valve condition but remains a conundrum in many aspects, particularly in regard to the existence and frequency of an arrhythmic form (AMVP) and its link to sudden cardiac death. Furthermore, the presence, frequency, and significance of the anatomic functional feature called mitral annular disjunction (MAD) have remained widely disputed. Recent case series and cohorts have shattered the concept that MVP is most generally benign and have emphasized the various phenotypes associated with clinically significant ventricular arrhythmias, including AMVP. The definition, evaluation, follow-up, and management of AMVP represent the focus of the present review, strengthened by recent coherent studies defining an arrhythmic MVP phenotypic that would affect a small subset of patients with MVP at concentrated high risk. The role of MAD in this context is of particular importance, and this review highlights the characteristics of AMVP phenotypes and MAD, their clinical, multimodality imaging, and rhythmic evaluation. These seminal facts lead to proposing a risk stratification clinical pathway with consideration of medical, rhythmologic, and surgical management and have been objects of recent expert consensus statements and of proposals for new research directions.
Bicuspid aortic valve: long-term morbidity and mortality
Ye, Zi , Ullah, Muhammad Wajih , Maleszewski, Joseph J. , Scott, Christopher G. , Padang, Ratnasari , Pislaru, Sorin V. , Nkomo, Vuyisile T. , Mankad, Sunil , Pellikka, Patricia A. , Oh, Jae K. , Roger, Véronique L. , Enriquez‐Sarano, Maurice , Michelena, Héctor I. , Yang, Li-Tan, Wajih Ullah, Muhammad, Maleszewski, Joseph J , Scott, Christopher , Padang, Ratnasari , Sabbah, Michael S. , Nkomo, Vuyisile T , Mankad, Sunil V , Pellikka, Patricia A , Roger, Veronique L , Enriquez-Sarano, Maurice , Michelena, Hector I , Yang, Li‐Tan

European Heart Journal | July 19, 2023 | Volume: 44 | Issue: 43 | Pages: 4549-4562

10.1093/eurheartj/ehad477 Get It

Abstract Background and Aims Bicuspid aortic valve (BAV) is the most common congenital heart anomaly. Lifetime morbidity and whether long-term survival varies according to BAV patient-sub-groups are unknown. This study aimed to assess lifetime morbidity and long-term survival in BAV patients in the community. Methods The authors retrospectively identified all Olmsted County (Minnesota) residents with an echocardiographic diagnosis of BAV from 1 January 1980 to 31 December 2009, including patients with typical valvulo-aortopathy (BAV without accelerated valvulo-aortopathy or associated disorders), and those with complex valvulo-aortopathy (BAV with accelerated valvulo-aortopathy or associated disorders). Results 652 consecutive diagnosed BAV patients [median (IQR) age 37 (22–53) years; 525 (81%) adult and 127 (19%) paediatric] were followed for a median (IQR) of 19.1 (12.9–25.8) years. The total cumulative lifetime morbidity burden (from birth to age 90) was 86% (95% CI 82.5–89.7); cumulative lifetime progression to ≥ moderate aortic stenosis or regurgitation, aortic valve surgery, aortic aneurysm ≥45 mm or z-score ≥3, aorta surgery, infective endocarditis and aortic dissection was 80.3%, 68.5%, 75.4%, 27%, 6% and 1.6%, respectively. Survival of patients with typical valvulo-aortopathy [562 (86%), age 40 (28–55) years, 86% adults] was similar to age-sex-matched Minnesota population (P = .12). Conversely, survival of patients with complex valvulo-aortopathy [90 (14%), age 14 (3–26) years, 57% paediatric] was lower than expected, with a relative excess mortality risk of 2.25 (95% CI 1.21–4.19) (P = .01). Conclusion The BAV condition exhibits a high lifetime morbidity burden where valvulo-aortopathy is close to unavoidable by age 90. The lifetime incidence of infective endocarditis is higher than that of aortic dissection. The most common BAV clinical presentation is the typical valvulo-aortopathy with preserved expected long-term survival, while the complex valvulo-aortopathy presentation incurs higher mortality.
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 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.
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 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 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 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.