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Open Access
Peer-reviewed
Research Article
Left ventricular myocardial strain and tissue characterization by cardiac magnetic resonance imaging in immune checkpoint inhibitor associated cardiotoxicity
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Angela Y. Higgins ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Amit Arbune ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Writing – original draft, Writing – review & editing
Affiliation Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Aaron Soufer ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Data curation, Writing – original draft, Writing – review & editing
Affiliation Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Elio Ragheb ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Writing – original draft, Writing – review & editing
Affiliation Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Jennifer M. Kwan ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – original draft, Writing – review & editing
Affiliation Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Jerome Lamy ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Data curation, Formal analysis, Writing – original draft, Writing – review & editing
Affiliation Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut, United States of America
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Mariana Henry ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Conceptualization, Formal analysis, Writing – original draft, Writing – review & editing
Affiliation Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Jason R. Cuomo ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Writing – original draft, Writing – review & editing
Affiliation Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Ahmad Charifa ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Writing – original draft, Writing – review & editing
Affiliation Department of Pathology, Oregon Health & Science University, Portland, Oregon, United States of America
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Cesia Gallegos ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Writing – original draft, Writing – review & editing
Affiliation Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Sarah Hull ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Data curation, Writing – original draft, Writing – review & editing
Affiliation Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Jessica Shank Coviello ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Data curation, Writing – original draft, Writing – review & editing
Affiliation Yale School of Nursing and Smilow Cancer Hospital, New Haven, Connecticut, United States of America
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Anna S. Bader ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Formal analysis, Writing – original draft, Writing – review & editing
Affiliation Yale School of Nursing and Smilow Cancer Hospital, New Haven, Connecticut, United States of America
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Dana C. Peters ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Conceptualization, Data curation, Investigation, Methodology, Writing – original draft, Writing – review & editing
Affiliation Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut, United States of America
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Steffen Huber ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Writing – original draft, Writing – review & editing
Affiliation Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut, United States of America
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Hamid R. Mojibian ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Conceptualization, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut, United States of America
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Albert J. Sinusas ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Writing – original draft, Writing – review & editing
Affiliations Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut, United States of America, Department of Biomedical Engineering, Yale University School of Engineering and Applied Science, New Haven, CT, United States of America
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Harriet Kluger ,
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Conceptualization, Funding acquisition, Investigation, Methodology, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Department of Internal Medicine, Section of Medical Oncology, Yale University School of Medicine, New Haven, Connecticut, United States of America
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Lauren A. Baldassarre
Contributed equally to this work with: Angela Y. Higgins, Amit Arbune, Aaron Soufer, Elio Ragheb, Jennifer M. Kwan, Jerome Lamy, Mariana Henry, Jason R. Cuomo, Ahmad Charifa, Cesia Gallegos, Sarah Hull, Jessica Shank Coviello, Anna S. Bader, Dana C. Peters, Steffen Huber, Hamid R. Mojibian, Albert J. Sinusas, Harriet Kluger, Lauren A. Baldassarre
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing
* E-mail: lauren.baldassarre@yale.edu
Affiliations Department of Internal Medicine, Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America, Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut, United States of America
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Left ventricular myocardial strain and tissue characterization by cardiac magnetic resonance imaging in immune checkpoint inhibitor associated cardiotoxicity
- Angela Y. Higgins,
- Amit Arbune,
- Aaron Soufer,
- Elio Ragheb,
- Jennifer M. Kwan,
- Jerome Lamy,
- Mariana Henry,
- Jason R. Cuomo,
- Ahmad Charifa,
- Cesia Gallegos
- Published: February 19, 2021
- https://doi.org/10.1371/journal.pone.0246764