Back to Authors

Asch, Federico M.

https://orcid.org/0000-0002-1744-5271

Mayo Clinic

MedStar Washington Hospital Center

Citations 12

Cardiac amyloidosis detection from a single echocardiographic video clip: a novel artificial intelligence-based screening tool
Hawkes, Will, Woodward, Gary , Hamza, Izhan, Desai, Viral , Barrett‐O’Keefe, Zachary , Grogan, Martha, Davison, Halley, Maurer, Mathew S. , Helmke, Stephen , Scherrer‐Crosbie, Marielle , Soltani, Marwa , Goyal, Akash , Zaręba, Karolina M. , Cheng, Richard K. , Vieira, Marcelo Luiz Campos , Elissamburu, Pablo , Ronderos, Ricardo , Prado, Aldo , Sarswat, Nitasha , Addetia, Karima , Ruberg, Frederick L. , Randazzo, Michael , Al-Roub, Nora , Kidd, Liam, Lang, Roberto M. , Pellikka, Patricia A. , Barrett-O'Keefe, Zachary, Scott, Christopher , Davison, Halley N, Cheng, Richard , Kirkpatrick, James N , Koutroumpakis, Efstratios , Deswal, Anita M , Pursnani, Amit , Pellikka, Patricia A , Slivnick, Jeremy A. , Hawkes, Will, OLIVEIRA, JORGE COELHO , Akerman, Ashley, Gómez, Alberto , Grogan, Martha , Dispenzieri, Angela , Scott, Christopher G. , Cotella, Juan Ignacio , Maurer, Mathew S , Kitano, Tetsuji , Takeuchi, Masaaki , Hotta, Viviane Tiemi , Patel, Amit R. , Asch, Federico M. , O’Driscoll, Jamie M. , Strom, Jordan B. , Kidd, Liam, Cuddy, Sarah A. M. , Upton, Ross

European Heart Journal | May 26, 2025 | Volume: 46 | Issue: 40 | Pages: 4090-4101

10.1093/eurheartj/ehaf387 Get It

Abstract Background and Aims Accurate differentiation of cardiac amyloidosis (CA) from phenotypic mimics remains challenging using current clinical and echocardiographic techniques. The accuracy of a novel artificial intelligence (AI) screening algorithm for echocardiography-based CA detection was assessed. Methods Utilizing a multisite, multiethnic dataset (n = 2612, 52% CA), a convolutional neural network was trained to differentiate CA from phenotypic controls using transthoracic apical four-chamber video clips. External validation was conducted globally across 18 sites including 597 CA cases and 2122 controls. Classification accuracy was assessed on the entire external validation dataset, and subgroup analyses were performed both on technetium pyrophosphate scintigraphy referrals, and individuals matched for age, sex, and wall thickness. Model accuracy was also compared with the transthyretin CA score and the increased wall thickness score within a subset of older heart failure with preserved ejection fraction patients with increased wall thickness. Results Cardiac amyloidosis patients and controls displayed similar age, sex, race, and comorbidities. After the removal of uncertain AI predictions (13%), model discrimination and classification were excellent for the entire external validation dataset [area under the receiver operating characteristic curve (AUROC) 0.93, sensitivity 85%, specificity 93%], irrespective of CA subtype (sensitivity: light-chain = 84%, wild-type transthyretin = 85%, and hereditary transthyretin = 86%). Performance was maintained in subgroup analysis in patients clinically referred for technetium pyrophosphate scintigraphy imaging (AUROC 0.86, sensitivity 77%, specificity 86%) and matched patients (AUROC 0.92, sensitivity 84%, specificity 91%). The AI model (AUROC 0.93) also outperformed transthyretin CA score (AUROC 0.73) and increased wall thickness (AUROC 0.80) scores. Conclusions This AI screening model—using only an apical four-chamber view—effectively differentiated CA from other causes of increased left ventricular wall thickness.
Non-invasive imaging in coronary syndromes: recommendations of the European Association of Cardiovascular Imaging and the American Society of Echocardiography, in collaboration with the American Society of Nuclear Cardiology, Society of Cardiovascular Comp
Edvardsen, Thor , Davidson, Brian P. , Delgado, Victoria , DeMaria, Anthony N. , Dilsizian, Vasken , Gaemperli, Oliver , García, Mario J. , Lee, Daniel , Neglia, Danilo , Plein, Sven , Sechtem, Udo , Shea, Elaine, Sicari, Rosa , Popescu, Bogdan A. , Delgado, Victoria , Delgado, Victoria , Lee, Daniel C , Pellikka, Patricia A , Plein, Sven , Sechtem, Udo , Sicari, Rosa , Popescu, Bogdan A , Delgado, Victoria , Neglia, Danilo , Asch, Federico M. , Kamp, Otto , Nešković, Aleksandar , Pellikka, Patricia A. , Villines, Todd C , Lindner, Jonathan R.

European Heart Journal - Cardiovascular Imaging | November 8, 2021 | Volume: 23 | Issue: 2 | Pages: e6-e33

10.1093/ehjci/jeab244 Get It

International Consensus Statement on Nomenclature and Classification of the Congenital Bicuspid Aortic Valve and Its Aortopathy, for Clinical, Surgical, Interventional and Research Purposes
Michelena, Héctor I. , Corte, Alessandro Della , Evangelista, Arturo , Maleszewski, Joseph J. , Edwards, William D. , Roman, Mary J. , Devereux, Richard B. , Fernández, Borja , Asch, Federico M. , Barker, Alex J. , Sierra-Galán, Lilia M. , Delgado, Victoria , Lansac, Emmanuel , Bissell, Malenka M. , Hope, Michael D. , Sitges, Marta , Thourani, Vinod H. , Pibarot, Phillippe, Chandrasekaran, Krishnaswamy , Lancellotti, Patrizio , Forrest, John K. , Webb, John G. , Makkaar, Raj, Leon, Martin B. , Markl, Michael , Ferrari, Victor A. , Roberts, William C. , Svensson, Lars G. , Braverman, Alan C. , Bavaria, Joseph E. , Sundt, Thoralf M. , Khoury, Gébrine El , Paulis, Ruggero De , Fernandes, Susan M , Fedak, Paul W M , Abbara, Suhny , Bissell, Malenka M , Popescu, Bogdan A , Hope, Michael D , Pibarot, Phillippe , Chandrasekaran, Krishnaswamy , Forrest, John K , Markl, Michael , Ferrari, Victor A , White, Charles S , Braverman, Alan C , De Paulis, Ruggero , Michelena, Hector I , Della Corte, Alessandro , Barker, Alex J , Delgado, Victoria , Enriquez-Sarano, Maurice , De Kerchove, Laurent , Girdauskas, Evaldas , Prakash, Siddharth K. , Popescu, Bogdan A. , Borger, Michael A. , Milewicz, Dianna M. , Sanders, Stephen Pruett , Song, Jae‐Kwan , Blanke, Philipp , Siu, Samuel , Enriquez‐Sarano, Maurice , Bax, Jeroen J. , Otto, Catherine M , Schäfers, Hans‐Joachim

Radiology: Cardiothoracic Imaging | July 22, 2021 | Volume: 3 | Issue: 4 | Pages: e200496

10.1148/ryct.2021200496 Get It

Abstract 16160: Common Autosomal Variants are Associated With Bicuspid Aortic Valve in Turner Syndrome
Silberbach, Michael , Guo, Dongchuan, Maslen, Cheryl L. , Bondy, Carolyn A., Prakash, Siddharth K. , Asch, Federico M. , Limongelli, Giuseppe , Michelena, Héctor I. , Milewicz, Dianna M.

Circulation | July 3, 2021 | Volume: 130 | Issue: suppl_2 | Pages: No page available

10.1161/circ.130.suppl_2.16160 Get It

Introduction: The prevalence of bicuspid aortic valves (BAV) is enriched thirty-fold in women with Turner Syndrome (TS) in comparison with the general population. Hypothesis: Common autosomal variants influence the development of BAV in TS women, who may be uniquely sensitized to these variants by the loss of one X chromosome. We sought to identify autosomal BAV susceptibility genes in a cohort of TS women (average age 30 years, 38% BAV, 18% coarctation). Methods: A total of 106 TS women of European ancestry with BAV and 173 TS women with tricuspid aortic valves were genotyped on Illumina Omni-Express arrays. Valve phenotypes were determined by independent review of echocardiograms from the enrolling sites. Tests of association were performed using logistic regression without adjustment for covariates and were summarized in a meta-analysis. Results: Xp dosage was inversely and quantitatively associated with BAV status (P=0.02). Large, recurrent copy number variants in 1p36.13, 3q29, 8p23.1 and 9p24.3 were significantly enriched in BAV cases. After exclusion of 26 outlier samples in multidimensional scaling analysis, there was no significant genomic inflation (lambda= 1.02). The strongest genome-wide association signals were observed in 1p36.23, 3q23, 12q21.2, 18q21 and 22q13.31, and did not overlap with previously reported loci for BAV. A total of 13 SNPs in 18q21 were positively associated with BAV (OR=2.5-4.3) with a minimum P value of 1x10-7. Replication of these regions in independent groups of cases is ongoing. Conclusion: Our results demonstrate that autosomal variants with large magnitudes of effect contribute to BAV in TS women, confirming our hypothesis, and provide evidence for gene-gene interactions in BAV formation.
Relationship Between Residual Mitral Regurgitation and Clinical and Quality-of-Life Outcomes After Transcatheter and Medical Treatments in Heart Failure
Kar, Saibal , Mack, Michael J. , Lindenfeld, JoAnn, Abraham, William T. , Asch, Federico M. , Weissman, Neil J., Enriquez‐Sarano, Maurice , Lim, D. Scott , Mishell, Jacob M. , Rogers, Jason H. , Cohen, David J., Grayburn, Paul , Stone, Gregg W. , Kar, Saibal , Enriquez-Sarano, Maurice , Lim, D Scott , Whisenant, Brian K. , Arnold, Suzanne V. , Cohen, David J.

Circulation | May 27, 2021 | Volume: 144 | Issue: 6 | Pages: 426-437

10.1161/circulationaha.120.053061 Get It

Background: In the randomized COAPT trial (Cardiovascular Outcomes Assessment of the MitraClip Percutaneous Therapy for Heart Failure Patients With Functional Mitral Regurgitation), among 614 patients with heart failure with 3+ or 4+ secondary mitral regurgitation (MR), transcatheter mitral valve repair (TMVr) with the MitraClip reduced MR, heart failure hospitalizations, and mortality and improved quality of life compared with guideline-directed medical therapy (GDMT) alone. We aimed to examine the prognostic relationship between MR reduction and outcomes after TMVr and GDMT alone. Methods: Outcomes in COAPT between 30 days and 2 years were examined on the basis of the severity of residual MR at 30 days. Results: TMVr-treated patients had less severe residual MR at 30 days than GDMT-treated patients (0/1+, 2+, and 3+/4+: 72.9%, 19.9%, and 7.2% versus 8.2%, 26.1%, and 65.8%, respectively [ P <0.0001]). The rate of composite death or heart failure hospitalizations between 30 days and 2 years was lower in patients with 30-day residual MR of 0/1+ and 2+ compared with patients with 30-day residual MR of 3+/4+ (37.7% versus 49.5% versus 72.2%, respectively [ P <0.0001]). This relationship was consistent in the TMVr and GDMT arms ( P interaction =0.92). The improvement in Kansas City Cardiomyopathy Questionnaire score from baseline to 30 days was maintained between 30 days and 2 years in patients with 30-day MR ≤2+ but deteriorated in those with 30-day MR 3+/4+ (–0.3±1.7 versus –9.4±4.6 [ P =0.0008]) consistently in both groups ( P interaction =0.95). Conclusions: In the COAPT trial, reduced MR at 30 days was associated with greater freedom from death or heart failure hospitalizations and improved quality of life through 2-year follow-up whether the MR reduction was achieved by TMVr or GDMT. Registration: URL: https://www.clinicaltrials.gov ; Unique identifier: NCT01626079.
Primary Outcome Evaluation of a Next-Generation Left Atrial Appendage Closure Device
Kar, Saibal , Doshi, Shephal K. , Sadhu, Ashish, Horton, Rodney , Osorio, José , Stone, James, Shah, Manish H. , Dukkipati, Srinivas R. , Adler, Stuart W., Kim, Jamie , Wazni, Oussama M. , Price, Mathew J., Holmes, David R. , Shipley, Robert D., Gordon, Nicole, Allocco, Dominic J. , Investigators, On behalf of the PINNACLE FLX, Kar, Saibal , Ellis, Christopher R. , Nair, Devi G , Asch, Federico M. , Reddy, Vivek Y. , Investigators, On behalf of the PINNACLE FLX

Circulation | April 6, 2021 | Volume: 143 | Issue: 18 | Pages: 1754-1762

10.1161/circulationaha.120.050117 Get It

Background: Left atrial appendage (LAA) occlusion provides an alternative to oral anticoagulation for thromboembolic risk reduction in patients with nonvalvular atrial fibrillation. Since regulatory approval in 2015, the WATCHMAN device has been the only LAA closure device available for clinical use in the United States. The PINNACLE FLX study (Protection Against Embolism for Nonvalvular AF Patients: Investigational Device Evaluation of the Watchman FLX LAA Closure Technology) evaluated the safety and effectiveness of the next-generation WATCHMAN FLX LAA closure device in patients with nonvalvular atrial fibrillation in whom oral anticoagulation is indicated, but who have an appropriate rationale to seek a nonpharmaceutical alternative. Methods: This was a prospective, nonrandomized, multicenter US Food and Drug Administration study. The primary safety end point was the occurrence of one of the following events within 7 days after the procedure or by hospital discharge, whichever was later: death, ischemic stroke, systemic embolism, or device- or procedure-related events requiring cardiac surgery. The primary effectiveness end point was the incidence of effective LAA closure (peri-device flow ≤5 mm), as assessed by the echocardiography core laboratory at 12-month follow-up. Results: A total of 400 patients were enrolled. The mean age was 73.8±8.6 years and the mean CHA 2 DS 2 -VASc score was 4.2±1.5. The incidence of the primary safety end point was 0.5% with a 1-sided 95% upper CI of 1.6%, meeting the performance goal of 4.2% ( P <0.0001). The incidence of the primary effectiveness end point was 100%, with a 1-sided 95% lower CI of 99.1%, again meeting the performance goal of 97.0% ( P <0.0001). Device-related thrombus was reported in 7 patients, no patients experienced pericardial effusion requiring open cardiac surgery, and there were no device embolizations. Conclusions: LAA closure with this next-generation LAA closure device was associated with a low incidence of adverse events and a high incidence of anatomic closure. Registration: URL: https://www.clinicaltrials.gov ; Unique identifier: NCT02702271.
Implications of Atrial Fibrillation on the Mechanisms of Mitral Regurgitation and Response to MitraClip in the COAPT Trial
Gertz, Zachary M. , Herrmann, Howard C. , Lim, D. Scott , Kapadia, Samir , Reed, Grant W. , Puri, Rishi , Krishnaswamy, Amar , Gersh, Bernard J. , Weissman, Neil J., Grayburn, Paul , Redfors, Björn , Zhang, Zixuan , Abraham, William T. , Stone, Gregg W. , Mack, Michael J. , Kapadia, Samir , Herrmann, Howard C , Gersh, Bernard J , Reed, Grant W , Lim, D Scott , Kar, Saibal , Asch, Federico M. , Kosmidou, Ioanna , Lindenfeld, JoAnn

Circulation: Cardiovascular Interventions | March 15, 2021 | Volume: 14 | Issue: 4 | Pages: No page available

10.1161/circinterventions.120.010300 Get It

Background: Atrial fibrillation (AF), mitral regurgitation (MR), and left ventricular (LV) ejection fraction have a complex interplay. We evaluated the role of AF in patients with heart failure and moderate-to-severe or severe secondary MR enrolled in the randomized COAPT trial (Cardiovascular Outcomes Assessment of the MitraClip Percutaneous Therapy for Heart Failure Patients With Functional Mitral Regurgitation) and its impact on mechanisms and outcomes with the MitraClip. Methods: Patients in the COAPT trial were stratified by the presence (n=327) or absence (n=287) of a history of AF and by assignment to treatment group. Clinical, echocardiographic, and outcome measures were assessed. The primary outcome was the composite rate of death or heart failure hospitalization at 24 months. Results: Patients with history of AF were older and more often male. They had a higher LV ejection fraction, larger left atrial volumes and mitral valve orifice areas, smaller LV volumes, and similar MR severity. Patients with AF compared with those without a history of AF had a higher unadjusted (hazard ratio [HR], 1.32 [95% CI, 1.06–1.64], P =0.01) and adjusted (HR, 1.30 [1.03–1.64], P =0.03) 2-year rate of the primary outcome. Treatment with the MitraClip compared with guideline-directed medical therapy alone reduced death or heart failure hospitalization in both those with (HR, 0.61 [0.46–0.82]) and without (HR, 0.46 [0.33–0.66]) a history of AF ( P int =0.18). Treatment with the MitraClip was associated with a lower risk of stroke in patients with a history of AF (HR, 0.18 [0.04–0.86]) but not in those without a history of AF (HR, 1.64 [0.58–4.62]; P int =0.02). Conclusions: In the COAPT trial, patients with a history of AF had larger left atrial and mitral valve orifice areas with higher LV ejection fraction and smaller LV volumes, suggesting an atrial mechanism contribution to functional MR. Despite the worse prognosis of heart failure patients with a history of AF, MR reduction with the MitraClip still afforded substantial clinical benefits. Treatment with MitraClip was associated with a lower risk of stroke in patients with a history of AF. Registration: URL: https://www.clinicaltrials.gov ; Unique identifier: NCT01626079.
International consensus statement on nomenclature and classification of the congenital bicuspid aortic valve and its aortopathy, for clinical, surgical, interventional and research purposes
Michelena, Héctor I. , Corte, Alessandro Della , Evangelista, Arturo , Maleszewski, Joseph J. , Edwards, William D. , Roman, Mary J. , Devereux, Richard B. , Fernández, Borja , Barker, Alex J. , Sierra-Galán, Lilia M. , Girdauskas, Evaldas , Delgado, Victoria , Lansac, Emmanuel , Bissell, Malenka M. , Popescu, Bogdan A. , Hope, Michael D. , Sitges, Marta , Thourani, Vinod H. , Pibarot, Phillippe, Chandrasekaran, Krishnaswamy , Lancellotti, Patrizio , Forrest, John K. , Webb, John G. , Makkar, Raj , Leon, Martin B. , Markl, Michael , Ferrari, Victor A. , Roberts, William C. , Svensson, Lars G. , Braverman, Alan C. , Bavaria, Joseph E. , Sundt, Thoralf M. , Khoury, Gébrine El , Paulis, Ruggero De , Della Corte, Alessandro , Barker, Alex J , Sierra-Galan, Lilia M , De Kerchove, Laurent , Fedak, Paul W M , Delgado, Victoria , Abbara, Suhny , Lansac, Emmanuel , Prakash, Siddharth K , Bissell, Malenka M , Popescu, Bogdan A , Sitges, Marta , Pibarot, Phillippe , Lancellotti, Patrizio , Makkar, Raj , Siu, Samuel , Braverman, Alan C , De Paulis, Ruggero , Enriquez-Sarano, Maurice , Bax, Jeroen J , Schäfers, Hans-Joachim , Michelena, Hector I , Markl, Michael , Ferrari, Victor A , Asch, Federico M. , Fernandes, Susan M , Prakash, Siddharth K. , Borger, Michael A. , Milewicz, Dianna M. , Sanders, Stephen Pruett , Song, Jae‐Kwan , Blanke, Philipp , White, Charles S , Enriquez‐Sarano, Maurice , Bax, Jeroen J. , Otto, Catherine M , Schäfers, Hans‐Joachim

European Journal of Cardio-Thoracic Surgery | January 25, 2021 | Volume: 60 | Issue: 3 | Pages: 448-476

10.1093/ejcts/ezab038 Get It

Abstract This International Consensus Classification and Nomenclature for the congenital bicuspid aortic valve condition recognizes 3 types of bicuspid valves: 1. The fused type (right-left cusp fusion, right-non-coronary cusp fusion and left-non-coronary cusp fusion phenotypes); 2. The 2-sinus type (latero-lateral and antero-posterior phenotypes); and 3. The partial-fusion (forme fruste) type. The presence of raphe and the symmetry of the fused type phenotypes are critical aspects to describe. The International Consensus also recognizes 3 types of bicuspid valve-associated aortopathy: 1. The ascending phenotype; 2. The root phenotype; and 3. Extended phenotypes.
Summary: international consensus statement on nomenclature and classification of the congenital bicuspid aortic valve and its aortopathy, for clinical, surgical, interventional and research purposes
Michelena, Héctor I. , Evangelista, Arturo , Maleszewski, Joseph J. , Edwards, William D. , Roman, Mary J. , Devereux, Richard B. , Fernández, Borja , Sierra-Galán, Lilia M. , Girdauskas, Evaldas , Delgado, Victoria , Lansac, Emmanuel , Bissell, Malenka M. , Hope, Michael D. , Sitges, Marta , Thourani, Vinod H. , Pibarot, Phillippe, Chandrasekaran, Krishnaswamy , Lancellotti, Patrizio , Forrest, John K. , Webb, John G. , Makkar, Raj , Leon, Martin B. , Markl, Michael , Ferrari, Victor A. , Roberts, William C. , Svensson, Lars G. , Braverman, Alan C. , Bavaria, Joseph E. , Sundt, Thoralf M. , Khoury, Gébrine El , Paulis, Ruggero De , Michelena, Hector I , Delgado, Victoria , Bissell, Malenka M , De Paulis, Ruggero , Enriquez-Sarano, Maurice , Markl, Michael , Ferrari, Victor A , Corte, Alessandro Della , Asch, Federico M. , Barker, Alex J. , De Kerchove, Laurent , Fernandes, Susan M , Fedak, Paul W M , Abbara, Suhny , Prakash, Siddharth K. , Popescu, Bogdan A. , Borger, Michael A. , Milewicz, Dianna M. , Sanders, Stephen Pruett , Song, Jae‐Kwan , Blanke, Philipp , White, Charles S , Siu, Samuel , Enriquez‐Sarano, Maurice , Bax, Jeroen J. , Otto, Catherine M , Schäfers, Hans‐Joachim

European Journal of Cardio-Thoracic Surgery | January 23, 2021 | Volume: 60 | Issue: 3 | Pages: 481-496

10.1093/ejcts/ezab039 Get It

Abstract This International evidence-based nomenclature and classification consensus on the congenital bicuspid aortic valve and its aortopathy recognizes 3 types of bicuspid aortic valve: 1. Fused type, with 3 phenotypes: right-left cusp fusion, right-non cusp fusion and left-non cusp fusion; 2. 2-sinus type with 2 phenotypes: Latero-lateral and antero-posterior; and 3. Partial-fusion or forme fruste. This consensus recognizes 3 bicuspid-aortopathy types: 1. Ascending phenotype; root phenotype; and 3. extended phenotypes.