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Hassan MZO, Tawakol A, Wang Y, Alvi RM, Awadalla M, Jones-O’Connor M, B. Bakar R, Banerji D, Rokicki A, Zhang L, Mulligan CP, Osborne MT, Zarif A, Hammad B, Chan AW, Wirth LJ, Warner ET, Pitman RK, Armstrong KA, Addison D, Neilan TG. Amygdalar activity measured using FDG-PET/CT at head and neck cancer staging independently predicts survival. PLoS One 2023; 18:e0279235. [PMID: 37540647 PMCID: PMC10403142 DOI: 10.1371/journal.pone.0279235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 12/03/2022] [Indexed: 08/06/2023] Open
Abstract
IMPORTANCE The mechanisms underlying the association between chronic stress and higher mortality among individuals with cancer remain incompletely understood. OBJECTIVE To test the hypotheses that among individuals with active head and neck cancer, that higher stress-associated neural activity (ie. metabolic amygdalar activity [AmygA]) at cancer staging associates with survival. DESIGN Retrospective cohort study. SETTING Academic Medical Center (Massachusetts General Hospital, Boston). PARTICIPANTS 240 patients with head and neck cancer (HNCA) who underwent 18F-FDG-PET/CT imaging as part of initial cancer staging. MEASUREMENTS 18F-FDG uptake in the amygdala was determined by placing circular regions of interest in the right and left amygdalae and measuring the mean tracer accumulation (i.e., standardized uptake value [SUV]) in each region of interest. Amygdalar uptake was corrected for background cerebral activity (mean temporal lobe SUV). RESULTS Among individuals with HNCA (age 59±13 years; 30% female), 67 died over a median follow-up period of 3 years (IQR: 1.7-5.1). AmygA associated with heightened bone marrow activity, leukocytosis, and C-reactive protein (P<0.05 each). In adjusted and unadjusted analyses, AmygA associated with subsequent mortality (HR [95% CI]: 1.35, [1.07-1.70], P = 0.009); the association persisted in stratified subset analyses restricted to patients with advanced cancer stage (P<0.001). Individuals within the highest tertile of AmygA experienced a 2-fold higher mortality rate compared to others (P = 0.01). The median progression-free survival was 25 months in patients with higher AmygA (upper tertile) as compared with 36.5 months in other individuals (HR for progression or death [95%CI], 1.83 [1.24-2.68], P = 0.001). CONCLUSIONS AND RELEVANCE AmygA, quantified on routine 18F-FDG-PET/CT images obtained at cancer staging, independently and robustly predicts mortality and cancer progression among patients with HNCA. Future studies should test whether strategies that attenuate AmygA (or its downstream biological consequences) may improve cancer survival.
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Affiliation(s)
- Malek Z. O. Hassan
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Royal Papworth Hospital, Trumpington, Cambridge, United Kingdom
- Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Ahmed Tawakol
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Nuclear Cardiology, Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Ying Wang
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Nuclear Medicine, The First Hospital of China Medical University, Shenyang, China
| | - Raza M. Alvi
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Magid Awadalla
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Maeve Jones-O’Connor
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Rula B. Bakar
- Department of Medical Sciences, Oxford University, Oxford, United Kingdom
| | - Dahlia Banerji
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Adam Rokicki
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Lili Zhang
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Connor P. Mulligan
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Michael T. Osborne
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Nuclear Cardiology, Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Azmaeen Zarif
- Royal Papworth Hospital, Trumpington, Cambridge, United Kingdom
| | - Basma Hammad
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Annie W. Chan
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Lori J. Wirth
- Division of Oncology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Erica T. Warner
- Clinical Translational Epidemiology Unit, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, United States of America
| | - Roger K. Pitman
- Department of Psychiatry, Massachusetts General Hospital, Charlestown, Massachusetts, United States of America
| | - Katrina A. Armstrong
- Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, United States of America
| | - Daniel Addison
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Division of Cardiology, Department of Medicine, Ohio State University, Columbus, Ohio, United States of America
| | - Tomas G. Neilan
- Cardiovascular Imaging Research Center, Department of Radiology and Division of Cardiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
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Awadalla M, Mahmood SS, Groarke JD, Hassan MZO, Nohria A, Rokicki A, Murphy SP, Mercaldo ND, Zhang L, Zlotoff DA, Reynolds KL, Alvi RM, Banerji D, Liu S, Heinzerling LM, Jones-O'Connor M, Bakar RB, Cohen JV, Kirchberger MC, Sullivan RJ, Gupta D, Mulligan CP, Shah SP, Ganatra S, Rizvi MA, Sahni G, Tocchetti CG, Lawrence DP, Mahmoudi M, Devereux RB, Forrestal BJ, Mandawat A, Lyon AR, Chen CL, Barac A, Hung J, Thavendiranathan P, Picard MH, Thuny F, Ederhy S, Fradley MG, Neilan TG. Global Longitudinal Strain and Cardiac Events in Patients With Immune Checkpoint Inhibitor-Related Myocarditis. J Am Coll Cardiol 2020; 75:467-478. [PMID: 32029128 DOI: 10.1016/j.jacc.2019.11.049] [Citation(s) in RCA: 149] [Impact Index Per Article: 37.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Revised: 11/03/2019] [Accepted: 11/22/2019] [Indexed: 01/04/2023]
Abstract
BACKGROUND There is a need for improved methods for detection and risk stratification of myocarditis associated with immune checkpoint inhibitors (ICIs). Global longitudinal strain (GLS) is a sensitive marker of cardiac toxicity among patients receiving standard chemotherapy. There are no data on the use of GLS in ICI myocarditis. OBJECTIVES This study sought to evaluate the role of GLS and assess its association with cardiac events among patients with ICI myocarditis. METHODS This study retrospectively compared echocardiographic GLS by speckle tracking at presentation with ICI myocarditis (cases, n = 101) to that from patients receiving an ICI who did not develop myocarditis (control subjects, n = 92). Where available, GLS was also measured pre-ICI in both groups. Major adverse cardiac events (MACE) were defined as a composite of cardiogenic shock, arrest, complete heart block, and cardiac death. RESULTS Cases and control subjects were similar in age, sex, and cancer type. At presentation with myocarditis, 61 cases (60%) had a normal ejection fraction (EF). Pre-ICI, GLS was similar between cases and control subjects (20.3 ± 2.6% vs. 20.6 ± 2.0%; p = 0.60). There was no change in GLS among control subjects on an ICI without myocarditis (pre-ICI vs. on ICI, 20.6 ± 2.0% vs. 20.5 ± 1.9%; p = 0.41); in contrast, among cases, GLS decreased to 14.1 ± 2.8% (p < 0.001). The GLS at presentation with myocarditis was lower among cases presenting with either a reduced (12.3 ± 2.7%) or preserved EF (15.3 ± 2.0%; p < 0.001). Over a median follow-up of 162 days, 51 (51%) experienced MACE. The risk of MACE was higher with a lower GLS among patients with either a reduced or preserved EF. After adjustment for EF, each percent reduction in GLS was associated with a 1.5-fold increase in MACE among patients with a reduced EF (hazard ratio: 1.5; 95% confidence interval: 1.2 to 1.8) and a 4.4-fold increase with a preserved EF (hazard ratio: 4.4; 95% confidence interval: 2.4 to 7.8). CONCLUSIONS GLS decreases with ICI myocarditis and, compared with control subjects, was lower among cases presenting with either a preserved or reduced EF. Lower GLS was strongly associated with MACE in ICI myocarditis presenting with either a preserved or reduced EF.
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Affiliation(s)
- Magid Awadalla
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts; Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Syed S Mahmood
- Cardiology Division, New York-Presbyterian Hospital, Weill Cornell Medical Center, New York, New York
| | - John D Groarke
- Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Malek Z O Hassan
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Anju Nohria
- Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
| | - Adam Rokicki
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Sean P Murphy
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Nathaniel D Mercaldo
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Lili Zhang
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts; Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Daniel A Zlotoff
- Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Kerry L Reynolds
- Division of Oncology and Hematology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Raza M Alvi
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Dahlia Banerji
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Shiying Liu
- Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Lucie M Heinzerling
- Department of Dermatology, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nurnberg (FAU), Erlangen and Nurnberg, Germany
| | - Maeve Jones-O'Connor
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Rula B Bakar
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Justine V Cohen
- Division of Oncology and Hematology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Michael C Kirchberger
- Department of Dermatology, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nurnberg (FAU), Erlangen and Nurnberg, Germany
| | - Ryan J Sullivan
- Division of Oncology and Hematology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Dipti Gupta
- Cardiology Division, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, New York
| | - Connor P Mulligan
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Sachin P Shah
- Cardiology Division, Lahey Hospital & Medical Center, Burlington, Massachusetts
| | - Sarju Ganatra
- Cardiology Division, Lahey Hospital & Medical Center, Burlington, Massachusetts
| | - Muhammad A Rizvi
- Division of Oncology and Hematology, Department of Medicine, Lehigh Valley Hospital, Allentown, Pennsylvania
| | - Gagan Sahni
- Cardiovascular Institute, School of Medicine, The Mount Sinai Hospital, New York, New York
| | - Carlo G Tocchetti
- Department of Translational Medical Sciences and Interdepartmental Center for Clinical and Translational Sciences (CIRCET), Federico II University, Naples, Italy
| | - Donald P Lawrence
- Division of Oncology and Hematology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Michael Mahmoudi
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Richard B Devereux
- Cardiology Division, New York-Presbyterian Hospital, Weill Cornell Medical Center, New York, New York
| | - Brian J Forrestal
- Cardio-Oncology Program, Department of Cardiology, Medstar Washington Hospital Center, Medstar Heart and Vascular institute, Washington, DC
| | - Anant Mandawat
- Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Emory University School of Medicine, Atlanta, Georgia
| | - Alexander R Lyon
- Cardio-Oncology Program, Royal Brompton Hospital and Imperial College, London, United Kingdom
| | - Carol L Chen
- Cardiology Division, Memorial Sloan Kettering Cancer Center, Weill Cornell Medical College, New York, New York
| | - Ana Barac
- Cardio-Oncology Program, Department of Cardiology, Medstar Washington Hospital Center, Medstar Heart and Vascular institute, Washington, DC
| | - Judy Hung
- Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Paaladinesh Thavendiranathan
- Ted Rogers Program in Cardiotoxicity Prevention, Peter Munk Cardiac Center, Division of Cardiology, Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Michael H Picard
- Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Franck Thuny
- Cardiology Division, Cardiovascular Division, Department of Medicine, Aix-Marseille Universite, Marseille, France
| | - Stephane Ederhy
- UNICO-GRECO, Cardio-Oncology Program, Department of Cardiology, Assistance Publique-Hopitaux de Paris, Saint-Antoine Hospital, Paris, France
| | - Michael G Fradley
- Cardio-Oncology Program, H. Lee Moffitt Cancer Center & Research Institute and University of South Florida Division of Cardiovascular Medicine, Tampa, Florida
| | - Tomas G Neilan
- Cardiovascular Imaging Research Center (CIRC), Department of Radiology, Division of Cardiology, Massachusetts General Hospital, Boston, Massachusetts; Cardio-Oncology Program, Division of Cardiology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts.
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