1
|
Pan Y, Zhao Y, Ren H, Wang X, Liu C, Du B, Nanthakumar K, Yang P. Epidemiology, clinical characteristics and potential mechanism of ibrutinib-induced ventricular arrhythmias. Front Pharmacol 2024; 15:1513913. [PMID: 39629084 PMCID: PMC11611568 DOI: 10.3389/fphar.2024.1513913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Accepted: 11/07/2024] [Indexed: 12/06/2024] Open
Abstract
The Bruton's Tyrosine Kinase Inhibitor, ibrutinib, has been widely employed due to its significant efficacy in B-cell lymphoma. However, the subsequent cardiac complications, notably atrial fibrillation (AF) and ventricular arrhythmias (VAs),associated with ibrutinib treatment have emerged as a major concern in cardio-oncology and hematology. Ibrutinib-induced AF has been well described, whereas mechanisms of ibrutinib-induced VAs are still under-investigation. The incidence of ibrutinib-induced VAs can vary vastly due to under-recognition and limitations of the retrospective studies. Recent investigations, including our previous work, have proposed several potential mechanisms contributing to this adverse event, necessitating further validation. The development of effective strategies for the prevention and treatment of ibrutinib-induced VAs still requires in-depth exploration. This review aims to establish a comprehensive framework encompassing the epidemiology, mechanistic insights, and clinical considerations related to ibrutinib-induced VAs. This article outlines potential strategies for the clinical management of patients undergoing ibrutinib therapy based on suggested mechanisms.
Collapse
Affiliation(s)
- Yilin Pan
- Department of Cardiology, China-Japan Union Hospital of Jilin University, Jilin Provincial Cardiovascular Research Institute, Changchun, China
- Department of Critical Care Medicine, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
| | - Yanan Zhao
- Department of Cardiology, China-Japan Union Hospital of Jilin University, Jilin Provincial Cardiovascular Research Institute, Changchun, China
| | - Hangyu Ren
- Norman Bethune Health Science Center of Jilin University, Changchun, China
- The Second Affiliated Hospital of Xi’an Jiaotong University, Xi’an, China
| | - Xintong Wang
- National Key Discipline in Hematology of China, Department of Hematology, The First Hospital of Jilin University, Changchun, China
| | - Caixia Liu
- Norman Bethune Health Science Center of Jilin University, Changchun, China
| | - Beibei Du
- Department of Cardiology, China-Japan Union Hospital of Jilin University, Jilin Provincial Cardiovascular Research Institute, Changchun, China
| | - Kumaraswamy Nanthakumar
- The Hull Family Cardiac Fibrillation Management Laboratory, Toronto GeneralHospital, Toronto, ON, Canada
| | - Ping Yang
- Department of Cardiology, China-Japan Union Hospital of Jilin University, Jilin Provincial Cardiovascular Research Institute, Changchun, China
| |
Collapse
|
2
|
Gambril JA, Ghazi SM, Sansoterra S, Ferdousi M, Kola-Kehinde O, Ruz P, Kittai AS, Rogers K, Grever M, Bhat S, Wiczer T, Byrd JC, Woyach J, Addison D. Atrial fibrillation burden and clinical outcomes following BTK inhibitor initiation. Leukemia 2024; 38:2141-2149. [PMID: 39154059 PMCID: PMC11436370 DOI: 10.1038/s41375-024-02334-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 06/21/2024] [Accepted: 07/01/2024] [Indexed: 08/19/2024]
Abstract
Bruton's tyrosine kinase inhibitors (BTKi) have dramatic efficacy against B-cell malignancies, but link with cardiotoxicity, including atrial fibrillation (AF). Burden, severity, and implications of BTKi-related AF are unknown. Leveraging a large-cohort of consecutive B-cell malignancy patients initiated on BTKi from 2009-2020, we identified patients with extended ambulatory rhythm monitoring. The primary outcome was AF burden after BTKi-initiation. Secondary outcomes included ventricular arrhythmia burden and other arrhythmias. Observed incident-AF rates and burden with next-generation BTKi's were compared to ibrutinib. Multivariable regression defined association between rhythm measures and major adverse cardiac events (MACE), and mortality. There were 98 BTKi-treated patients [38.8% next-generation BTKi's, 14.3% prior-AF], with 28,224 h of monitoring. Median duration BTKi-use was 34 months. Over mean duration 12 days monitoring, 72.4% developed arrhythmias (16.3% incident-AF, 31.6% other SVTs, 14.3% ventricular tachycardia). 14.3% had high AF-burden. AF-burden was similar between ibrutinib and next-generation BTKi's. No single antiarrhythmic-therapy prevented BTKi-related AF. However, antiarrhythmic initiation associated with reduction in arrhythmic burden (P = 0.009). In a multivariable model accounting for traditional cardiovascular risk factors, prior-AF associated with increased post-BTKi AF-burden. In follow-up, high AF burden associated with MACE (HR 3.12, P = 0.005) and mortality (HR 2.97, P = 0.007). Among BTKi-treated patients, high AF burden prognosticates future MACE and mortality risk.
Collapse
Affiliation(s)
- John Alan Gambril
- Department of Internal Medicine, Ohio State University Medical Center, Columbus, OH, USA.
- Cardio-Oncology Program, Division of Cardiology, The Ohio State University Medical Center, Columbus, OH, USA.
| | - Sanam M Ghazi
- Cardio-Oncology Program, Division of Cardiology, The Ohio State University Medical Center, Columbus, OH, USA
| | - Stephen Sansoterra
- Cardio-Oncology Program, Division of Cardiology, The Ohio State University Medical Center, Columbus, OH, USA
| | - Mussammat Ferdousi
- Department of Internal Medicine, Ohio State University Medical Center, Columbus, OH, USA
| | - Onaopepo Kola-Kehinde
- Department of Internal Medicine, Ohio State University Medical Center, Columbus, OH, USA
| | - Patrick Ruz
- Department of Internal Medicine, Ohio State University Medical Center, Columbus, OH, USA
| | - Adam S Kittai
- Division of Hematology, The Ohio State University, Columbus, OH, USA
| | - Kerry Rogers
- Division of Hematology, The Ohio State University, Columbus, OH, USA
| | - Michael Grever
- Division of Hematology, The Ohio State University, Columbus, OH, USA
| | - Seema Bhat
- Division of Hematology, The Ohio State University, Columbus, OH, USA
| | - Tracy Wiczer
- Department of Pharmacy, James Cancer Hospital and Solove Research Institute, Columbus, OH, USA
| | - John C Byrd
- Department of Medicine, University of Cincinnati, Cincinnati, OH, USA
| | - Jennifer Woyach
- Division of Hematology, The Ohio State University, Columbus, OH, USA
| | - Daniel Addison
- Cardio-Oncology Program, Division of Cardiology, The Ohio State University Medical Center, Columbus, OH, USA.
- Division of Cancer Prevention and Control, Department of Internal Medicine, College of Medicine, The Ohio State University, Columbus, OH, USA.
| |
Collapse
|
3
|
Fakhri B, Wang V, Perez-Burbano G, Wall A, Mandrekar S, Parikh SA, Woyach J, Shanafelt T. Pericardial events associated with ibrutinib-based therapies for chronic lymphocytic leukaemia in two landmark trials. Br J Haematol 2024; 205:1645-1648. [PMID: 39219152 PMCID: PMC11486548 DOI: 10.1111/bjh.19710] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 08/07/2024] [Indexed: 09/04/2024]
Abstract
In the past decade, ibrutinib has transformed the treatment landscape for chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL). Two pivotal US Intergroups trials (E1912 and A041202) have established ibrutinib as the frontline treatment option for patients with treatment-naïve CLL in both young and fit, and old and frail populations. The cardiovascular side effect profile such as cardiac dysrhythmias, ischemic events and hypertension continues to be meticulously reported in all trials investigating ibrutinib and all other Bruton tyrosine kinase inhibitors for CLL/SLL. Herein, we utilized pooled data from two pivotal US Intergroup trials (A041202 and E1912) to report and evaluate ibrutinib associated pericardial events (including pericardial effusion, pericarditis, and tamponade).
Collapse
Affiliation(s)
- Bita Fakhri
- Stanford University School of Medicine, Palo Alto, CA
| | | | | | | | | | | | - Jennifer Woyach
- The Ohio State University Comprehensive Cancer Center, Columbus, OH
| | | |
Collapse
|
4
|
Moslehi JJ, Furman RR, Tam CS, Salem JE, Flowers CR, Cohen A, Zhang M, Zhang J, Chen L, Ma H, Brown JR. Cardiovascular events reported in patients with B-cell malignancies treated with zanubrutinib. Blood Adv 2024; 8:2478-2490. [PMID: 38502198 PMCID: PMC11131064 DOI: 10.1182/bloodadvances.2023011641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Revised: 02/27/2024] [Accepted: 03/13/2024] [Indexed: 03/21/2024] Open
Abstract
ABSTRACT First-generation Bruton tyrosine kinase (BTK) inhibitor, ibrutinib, has been associated with an increased risk of cardiovascular toxicities. Zanubrutinib is a more selective, next-generation BTK inhibitor. In this analysis, incidence rates of atrial fibrillation, symptomatic (grade ≥2) ventricular arrhythmia, and hypertension were evaluated in a pooled analysis of 10 clinical studies with zanubrutinib monotherapy in patients (N = 1550) with B-cell malignancies and a pooled analysis of head-to-head studies comparing zanubrutinib with ibrutinib (ASPEN cohort 1; ALPINE). Among the 10 studies, most patients (median age, 67 years) were male (66.3%) and had CLL/SLL (60.5%). Overall incidence and exposure-adjusted incidence rates (EAIR) for atrial fibrillation, symptomatic ventricular arrhythmia, and hypertension were lower with zanubrutinib than ibrutinib. Despite a similar prevalence of preexisting cardiovascular events in ASPEN and ALPINE, atrial fibrillation/flutter incidence rates (6.1% vs 15.6%) and EAIR (0.2 vs 0.64 persons per 100 person-months; P < .0001) were lower with zanubrutinib than with ibrutinib. Symptomatic ventricular arrhythmia incidence was low for both zanubrutinib (0.7%) and ibrutinib (1.7%) with numerically lower EAIR (0.02 vs 0.06 persons per 100 person-months, respectively) for zanubrutinib. The hypertension EAIR was lower with zanubrutinib than ibrutinib in ASPEN but similar between treatment arms in ALPINE. The higher hypertension EAIR in ALPINE was inconsistent with other zanubrutinib studies. However, fewer discontinuations (1 vs 14) and deaths (0 vs 6) due to cardiac disorders occurred with zanubrutinib versus ibrutinib in ALPINE. These data support zanubrutinib as a treatment option with improved cardiovascular tolerability compared with ibrutinib for patients with B-cell malignancies in need of BTK inhibitors. These trials were registered at www.ClinicalTrials.gov as # NCT03053440, NCT03336333, NCT03734016, NCT04170283, NCT03206918, NCT03206970, NCT03332173, NCT03846427, NCT02343120, and NCT03189524.
Collapse
Affiliation(s)
- Javid J. Moslehi
- Section of Cardio-Oncology & Immunology, UCSF School of Medicine, San Francisco, CA
| | | | | | | | - Christopher R. Flowers
- Department of Lymphoma/Myeloma, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | | | - Han Ma
- BeiGene Inc, San Mateo, CA
| | - Jennifer R. Brown
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| |
Collapse
|
5
|
Ip A, Petrillo A, Della Pia A, Lee GG, Gill S, Varughese T, Zenreich J, Gutierrez M, Zhang J, Ahn J, Bharani V, Nejad AS, Pascual L, Feldman TA, Leslie LA, Goy AH. Phase 1b dose-finding study of rituximab, lenalidomide, and ibrutinib (R2I) in patients with relapsed/refractory mantle cell lymphoma. Leuk Lymphoma 2023; 64:2225-2235. [PMID: 37740588 DOI: 10.1080/10428194.2023.2259528] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 09/08/2023] [Indexed: 09/24/2023]
Abstract
Mantle cell lymphoma (MCL) is a rare non-Hodgkin lymphoma that frequently becomes chemoresistant over time. The distinct mechanisms of ibrutinib and lenalidomide provided a judicious rationale to explore the combination with anti-CD20 immunotherapy. In this phase 1b study (NCT02446236), patients (n = 25) with relapsed/refractory MCL received rituximab with escalating doses of lenalidomide (days 1-21) and ibrutinib 560 mg (days 1-28) of 28-day cycles. The MTD for lenalidomide was 20 mg; most common grade ≥3 adverse events were skin rashes (32%) and neutropenic fever (24%). The best ORR was 88%, CR rate was 83%, and median duration of response (DOR) was 36.92 months (95% CI 33.77, 51.37). Responses were seen even in refractory patients or with high-risk features (e.g. blastoid variant, TP53 mutation, Ki-67 > 30%). R2I was safe and tolerable in patients with R/R MCL.
Collapse
Affiliation(s)
- Andrew Ip
- Division of Oncology, Hackensack University Medical Center, Hackensack, NJ, USA
- Department of Oncology, Hackensack Meridian School of Medicine, Nutley, NJ, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Alessandra Petrillo
- Division of Oncology, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Alexandra Della Pia
- Division of Oncology, Hackensack University Medical Center, Hackensack, NJ, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Geeny G Lee
- Division of Oncology, Hackensack University Medical Center, Hackensack, NJ, USA
- Department of Pharmacy Practice & Administration, Ernest Mario School of Pharmacy at Rutgers University, Piscataway, NJ, USA
| | - Sarvarinder Gill
- Division of Oncology, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Tony Varughese
- Division of Oncology, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Joshua Zenreich
- Division of Oncology, Hackensack University Medical Center, Hackensack, NJ, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Martin Gutierrez
- Division of Oncology, Hackensack University Medical Center, Hackensack, NJ, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Jiayu Zhang
- Department of Pharmacy Practice & Administration, Ernest Mario School of Pharmacy at Rutgers University, Piscataway, NJ, USA
| | - Jaeil Ahn
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC, USA
| | - Vishnu Bharani
- Department of Oncology, Hackensack Meridian School of Medicine, Nutley, NJ, USA
| | - Ava S Nejad
- Department of Oncology, Hackensack Meridian School of Medicine, Nutley, NJ, USA
| | - Lauren Pascual
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Tatyana A Feldman
- Division of Oncology, Hackensack University Medical Center, Hackensack, NJ, USA
- Department of Oncology, Hackensack Meridian School of Medicine, Nutley, NJ, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Lori A Leslie
- Division of Oncology, Hackensack University Medical Center, Hackensack, NJ, USA
- Department of Oncology, Hackensack Meridian School of Medicine, Nutley, NJ, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Andre H Goy
- Division of Oncology, Hackensack University Medical Center, Hackensack, NJ, USA
- Department of Oncology, Hackensack Meridian School of Medicine, Nutley, NJ, USA
- John Theurer Cancer Center, Hackensack University Medical Center, Hackensack, NJ, USA
| |
Collapse
|
6
|
Kwok C, Nolan M. Cardiotoxicity of anti-cancer drugs: cellular mechanisms and clinical implications. Front Cardiovasc Med 2023; 10:1150569. [PMID: 37745115 PMCID: PMC10516301 DOI: 10.3389/fcvm.2023.1150569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 07/17/2023] [Indexed: 09/26/2023] Open
Abstract
Cardio-oncology is an emerging field that seeks to enhance quality of life and longevity of cancer survivors. It is pertinent for clinicians to understand the cellular mechanisms of prescribed therapies, as this contributes to robust understanding of complex treatments and off-target effects, improved communication with patients, and guides long term care with the goal to minimise or prevent cardiovascular complications. Our aim is to review the cellular mechanisms of cardiotoxicity involved in commonly used anti-cancer treatments and identify gaps in literature and strategies to mitigate cardiotoxicity effects and guide future research endeavours.
Collapse
Affiliation(s)
- Cecilia Kwok
- Department of Medicine, Western Health, Melbourne, VIC, Australia
| | - Mark Nolan
- Department of Medicine, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Cardiovascular Imaging, Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| |
Collapse
|
7
|
Aghel N, Baro Vila RC, Lui M, Hillis C, Leong DP. Diagnosis and Management of Cardiovascular Effects of Bruton's Tyrosine Kinase Inhibitors. Curr Cardiol Rep 2023; 25:941-958. [PMID: 37498449 DOI: 10.1007/s11886-023-01916-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/29/2023] [Indexed: 07/28/2023]
Abstract
PURPOSE OF REVIEW Bruton's tyrosine kinase inhibitors (BTKis) have changed the treatment and prognosis of several B-cell malignancies. However, since the approval of the first BTKi, ibrutinib, reports of cardiovascular adverse events especially atrial fibrillation have arisen. In this review, we discuss the cardiovascular side effects of BTKis and the management of these toxicities in clinical practice. RECENT FINDINGS BTKIs increase the risks of atrial fibrillation, bleeding, hypertension, heart failure, and potentially ventricular arrhythmia. Newer second and third-generation BTKis appear to have a lower risk of cardiovascular adverse events; however, long-term follow-up data are not available for these new BTKis. BTKis are an effective treatment for some B-cell malignancies; however, they can cause cardiovascular side effects. The best preventive strategies to minimize cardiovascular complications remain undefined. Currently, a practical approach for managing patients receiving BTKis includes the management of cardiovascular risk factors and side effects of BTKis to prevent interruption of cancer treatment.
Collapse
Affiliation(s)
- Nazanin Aghel
- The Population Health Research Institute, McMaster University, Hamilton, ON, Canada.
- McMaster University, Hamilton, ON, Canada.
| | - Rocio C Baro Vila
- McMaster University, Hamilton, ON, Canada
- Division of Cardiology, Instituto Cardiovascular de Buenos Aires ICBA, Buenos Aires, Argentina
| | | | | | - Darryl P Leong
- The Population Health Research Institute, McMaster University, Hamilton, ON, Canada
- McMaster University, Hamilton, ON, Canada
| |
Collapse
|
8
|
Cardiovascular Disease as a Consequence or a Cause of Cancer: Potential Role of Extracellular Vesicles. Biomolecules 2023; 13:biom13020321. [PMID: 36830690 PMCID: PMC9953640 DOI: 10.3390/biom13020321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 02/02/2023] [Accepted: 02/06/2023] [Indexed: 02/11/2023] Open
Abstract
Both cardiovascular disease and cancer continue to be causes of morbidity and mortality all over the world. Preventing and treating heart disease in patients undergoing cancer treatment remain an important and ongoing challenge for improving the lives of cancer patients, but also for their survival. Despite ongoing efforts to improve patient survival, minimal advances have been made in the early detection of cardiovascular disease in patients suffering from cancer. Understanding the communication between cancer and cardiovascular disease can be based on a deeper knowledge of the molecular mechanisms that define the profile of the bilateral network and establish disease-specific biomarkers and therapeutic targets. The role of exosomes, microvesicles, and apoptotic bodies, together defined as extracellular vesicles (EVs), in cross talk between cardiovascular disease and cancer is in an incipient form of research. Here, we will discuss the preclinical evidence on the bilateral connection between cancer and cardiovascular disease (especially early cardiac changes) through some specific mediators such as EVs. Investigating EV-based biomarkers and therapies may uncover the responsible mechanisms, detect the early stages of cardiovascular damage and elucidate novel therapeutic approaches. The ultimate goal is to reduce the burden of cardiovascular diseases by improving the standard of care in oncological patients treated with anticancer drugs or radiotherapy.
Collapse
|
9
|
Dong R, Yan Y, Zeng X, Lin N, Tan B. Ibrutinib-Associated Cardiotoxicity: From the Pharmaceutical to the Clinical. Drug Des Devel Ther 2022; 16:3225-3239. [PMID: 36164415 PMCID: PMC9508996 DOI: 10.2147/dddt.s377697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 09/06/2022] [Indexed: 12/06/2022] Open
Abstract
Ibrutinib is the first-in-class Bruton tyrosine kinase (BTK) inhibitor that has revolutionized the treatment of B cell malignancies. Unfortunately, increased incidences of cardiotoxicity have limited its use. Despite over a decade of research, the biological mechanisms underlying ibrutinib cardiotoxicity remain unclear. In this review, we discuss the pharmacological properties of ibrutinib, the incidence and mechanisms of ibrutinib-induced cardiotoxicity, and practical management to prevent and treat this condition. We also synopsize and discuss the cardiovascular adverse effects related to other more selective BTK inhibitors, which may guide the selection of appropriate BTK inhibitors.
Collapse
Affiliation(s)
- Rong Dong
- Department of Clinical Pharmacy, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, People’s Republic of China
| | - Youyou Yan
- Translational Medicine Research Center, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 31006, People’s Republic of China
| | - Xiaokang Zeng
- Department of Critical Care Medicine, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 31006, People’s Republic of China
| | - Nengming Lin
- Department of Clinical Pharmacy, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, People’s Republic of China
- Translational Medicine Research Center, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, 31006, People’s Republic of China
- Nengming Lin, Department of Clinical Pharmacy, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Room 903, No. 7 Building, Hangzhou, People’s Republic of China, Tel/Fax +86-571-56005600, Email
| | - Biqin Tan
- Department of Clinical Pharmacy, Key Laboratory of Clinical Cancer Pharmacology and Toxicology Research of Zhejiang Province, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, People’s Republic of China
- Correspondence: Biqin Tan, Department of Clinical Pharmacy, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Room 207, No. 5 Building, Hangzhou, People’s Republic of China, Tel +86-571-56007824, Fax +86-571-56005600, Email
| |
Collapse
|
10
|
Chen H, Ouyang D, Baykaner T, Jamal F, Cheng P, Rhee JW. Artificial intelligence applications in cardio-oncology: Leveraging high dimensional cardiovascular data. Front Cardiovasc Med 2022; 9:941148. [PMID: 35958422 PMCID: PMC9360492 DOI: 10.3389/fcvm.2022.941148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Accepted: 06/27/2022] [Indexed: 11/25/2022] Open
Abstract
Growing evidence suggests a wide spectrum of potential cardiovascular complications following cancer therapies, leading to an urgent need for better risk-stratifying and disease screening in patients undergoing oncological treatment. As many cancer patients undergo frequent surveillance through imaging as well as other diagnostic testing, there is a wealth of information that can be utilized to assess one's risk for cardiovascular complications of cancer therapies. Over the past decade, there have been remarkable advances in applying artificial intelligence (AI) to analyze cardiovascular data obtained from electrocardiograms, echocardiograms, computed tomography, and cardiac magnetic resonance imaging to detect early signs or future risk of cardiovascular diseases. Studies have shown AI-guided cardiovascular image analysis can accurately, reliably and inexpensively identify and quantify cardiovascular risk, leading to better detection of at-risk or disease features, which may open preventive and therapeutic opportunities in cardio-oncology. In this perspective, we discuss the potential for the use of AI in analyzing cardiovascular data to identify cancer patients at risk for cardiovascular complications early in treatment which would allow for rapid intervention to prevent adverse cardiovascular outcomes.
Collapse
Affiliation(s)
- Haidee Chen
- City of Hope National Medical Center, Duarte, CA, United States
| | - David Ouyang
- Cedars Sinai Medical Center, Los Angeles, CA, United States
| | - Tina Baykaner
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University, Palo Alto, CA, United States
| | - Faizi Jamal
- City of Hope National Medical Center, Duarte, CA, United States
| | - Paul Cheng
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University, Palo Alto, CA, United States
| | - June-Wha Rhee
- City of Hope National Medical Center, Duarte, CA, United States
| |
Collapse
|