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Scherrer‐Crosbie, Marielle

https://orcid.org/0000-0001-6375-9266

Mayo Clinic

Hospital of the University of Pennsylvania

Citations 5

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.
Cardiovascular Care of the Oncology Patient During COVID-19: An Expert Consensus Document From the ACC Cardio-Oncology and Imaging Councils
Baldassarre, Lauren A. , Yang, Eric H. , Cheng, Richard K. , DeCara, Jeanne M. , Liu, Jennifer E. , Rudski, Lawrence , Strom, Jordan B. , Barac, Ana , Bucciarelli‐Ducci, Chiara , Lenneman, Carrie , Villarraga, Hector R. , Ismail‐Khan, Roohi , Ky, Bonnie , Leja, Monika, Scherrer‐Crosbie, Marielle , Liu, Jennifer E , Rudski, Lawrence G , Strom, Jordan B , Thavendiranathan, Paaladinesh , Barac, Ana , Zaha, Vlad G , Bucciarelli-Ducci, Chiara , Ellahham, Samer , Deswal, Anita M , Lenneman, Carrie , Villarraga, Hector R , Blaes, Anne H , Ismail-Khan, Roohi , Ky, Bonnie , Scherrer-Crosbie, Marielle , Yang, Eric , Cheng, Richard , Dent, Susan , Blaes, Anne

JNCI: Journal of the National Cancer Institute | November 3, 2020 | Volume: 113 | Issue: 5 | Pages: 513-522

10.1093/jnci/djaa177 Get It

Abstract In response to the coronavirus disease 2019 (COVID-19) pandemic, the Cardio-Oncology and Imaging Councils of the American College of Cardiology offers recommendations to clinicians regarding the cardiovascular care of cardio-oncology patients in this expert consensus statement. Cardio-oncology patients—individuals with an active or prior cancer history and with or at risk of cardiovascular disease—are a rapidly growing population who are at increased risk of infection, and experiencing severe and/or lethal complications by COVID-19. Recommendations for optimizing screening and monitoring visits to detect cardiac dysfunction are discussed. In addition, judicious use of multimodality imaging and biomarkers are proposed to identify myocardial, valvular, vascular, and pericardial involvement in cancer patients. The difficulties of diagnosing the etiology of cardiovascular complications in patients with cancer and COVID-19 are outlined, along with weighing the advantages against risks of exposure, with the modification of existing cardiovascular treatments and cardiotoxicity surveillance in patients with cancer during the COVID-19 pandemic.
Weight Loss, Saline Loading, and the Natriuretic Peptide System
Arora, Pankaj , Reingold, Jason, Baggish, Aaron L. , Guanaga, Derek, Wu, Connie , Ghorbani, Anahita , Song, Yanna, Chen‐Tournaux, Annabel, Khan, Abigail , Tainsh, Laurel T. , Buys, Emmanuel S. , Heublein, Denise M., Burnett, John C. , Semigran, Marc J., Bloch, Kenneth D., Scherrer‐Crosbie, Marielle , Newton‐Cheh, Christopher , Kaplan, Lee M. , Wang, Thomas J. , Williams, Jonathan S. , Arora, Pankaj , Baggish, Aaron L

Journal of the American Heart Association | January 17, 2015 | Volume: 4 | Issue: 1 | Pages: No page available

10.1161/jaha.114.001265 Get It

Background In epidemiologic studies, obesity has been associated with reduced natriuretic peptide ( NP ) concentrations. Reduced NP production could impair the ability of obese individuals to respond to salt loads, increasing the risk of hypertension and other disorders. We hypothesized that weight loss enhances NP production before and after salt loading. Methods and Results We enrolled 15 obese individuals (mean BMI 45±5.4 kg/m 2 ) undergoing gastric bypass surgery. Before and 6 months after surgery, subjects were admitted to the clinical research center and administered a large‐volume intravenous saline challenge. Echocardiography and serial blood sampling were performed. From the pre‐operative visit to 6 months after surgery, subjects had a mean BMI decrease of 27%. At the 6‐month visit, N‐terminal pro‐atrial NP (Nt‐pro ANP ) levels were 40% higher before, during, and after the saline infusion, compared with levels measured at the same time points during the pre‐operative visit ( P <0.001). The rise in Nt‐pro‐ ANP induced by the saline infusion (≈50%) was similar both before and after surgery (saline, P <0.001; interaction, P =0.2). Similar results were obtained for BNP and Nt‐pro BNP ; resting concentrations increased by 50% and 31%, respectively, after gastric bypass surgery. The increase in NP concentrations after surgery was accompanied by significant decreases in mean arterial pressure ( P =0.004) and heart rate ( P <0.001), and an increase in mitral annular diastolic velocity ( P =0.02). Conclusion In obese individuals, weight loss is associated with a substantial increase in the “setpoint” of circulating NP concentrations. Higher NP concentrations could contribute to an enhanced ability to handle salt loads after weight loss.
Expert consensus for multimodality imaging evaluation of adult patients during and after cancer therapy: a report from the American Society of Echocardiography and the European Association of Cardiovascular Imaging
Plana, Juan Carlos , Galderisi, Maurizio , Ewer, Michael S. , Ky, Bonnie , Scherrer‐Crosbie, Marielle , Gáname, Javier, Sebag, Igal A., Agler, Deborah A., Badano, Luigi P. , Cardinale, Daniela , Carver, Joseph R. , Cerqueira, M. , DeCara, Jeanne M. , Edvardsen, Thor , Flamm, Scott D. , Force, Thomas , Griffin, Brian P. , Liu, J. E., Magalhães, Andreia , Marwick, Thomas H. , Sanchez, Liza, Sicari, Rosa , Villarraga, Hector R. , Lancellotti, Patrizio , Barac, Ana , Banchs, José , Jérusalem, Guy , Ky, Bonnie

European Heart Journal – Cardiovascular Imaging | September 19, 2014 | Volume: 15 | Issue: 10 | Pages: 1063-1093

10.1093/ehjci/jeu192 Get It

Expert consensus for multi-modality imaging evaluation of cardiovascular complications of radiotherapy in adults: a report from the European Association of Cardiovascular Imaging and the American Society of Echocardiography
Lancellotti, Patrizio , Badano, Luigi P. , Bergler‐Klein, Jutta , Bogaert, Jan , Davin, Laurent , Coucke, Philippe, Dulgheru, Raluca, Edvardsen, Thor , Gaemperli, Oliver , Griffin, Brian P. , Heidenreich, Paul A. , Plana, Juan Carlos , Port, Steven C. , Scherrer‐Crosbie, Marielle , Schwartz, Ronald G. , Sebag, Igal A., Voigt, Jens‐Uwe , Wann, Samuel , Yang, Phillip C. , Nkomo, Vuyisile T. , Cosyns, Bernard , Galderisi, Maurizio , Nieman, Koen , Voigt, Jens-Uwe

European Heart Journal – Cardiovascular Imaging | July 11, 2013 | Volume: 14 | Issue: 8 | Pages: 721-740

10.1093/ehjci/jet123 Get It

Abstract Cardiac toxicity is one of the most concerning side effects of anti-cancer therapy. The gain in life expectancy obtained with anti-cancer therapy can be compromised by increased morbidity and mortality associated with its cardiac complications. While radiosensitivity of the heart was initially recognized only in the early 1970s, the heart is regarded in the current era as one of the most critical dose-limiting organs in radiotherapy. Several clinical studies have identified adverse clinical consequences of radiation-induced heart disease (RIHD) on the outcome of long-term cancer survivors. A comprehensive review of potential cardiac complications related to radiotherapy is warranted. An evidence-based review of several imaging approaches used to detect, evaluate, and monitor RIHD is discussed. Recommendations for the early identification and monitoring of cardiovascular complications of radiotherapy by cardiac imaging are also proposed.