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Tamura Y, Tamura Y. Evaluating Troponin-Based Monitoring in Patients Undergoing Immune Checkpoint Inhibitor Therapy. JACC. ADVANCES 2024; 3:101374. [PMID: 39583871 PMCID: PMC11584775 DOI: 10.1016/j.jacadv.2024.101374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/26/2024]
Affiliation(s)
- Yudai Tamura
- Pulmonary Hypertension Center, International University of Health and Welfare Mita Hospital, Tokyo, Japan
- Cardiology, Kahoku Central Hospital, Ishikawa, Japan
| | - Yuichi Tamura
- Pulmonary Hypertension Center, International University of Health and Welfare Mita Hospital, Tokyo, Japan
- Department of Cardiology, International University of Health and Welfare School of Medicine, Narita, Japan
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2
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Kitano M, Yomota M, Ito K, Hosomi Y. Immune checkpoint inhibitor-associated sick sinus syndrome and cardiogenic shock. Int Cancer Conf J 2024; 13:504-509. [PMID: 39398915 PMCID: PMC11464964 DOI: 10.1007/s13691-024-00718-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 08/18/2024] [Indexed: 10/15/2024] Open
Abstract
Immune checkpoint inhibitors (ICI) represent a major advance in the treatment of cancer. Most studies of ICI have underestimated their cardiotoxicity; however, an increasing number of cases of cardiotoxicity are being reported. Herein we discussed a 67-year-old, male, Japanese patient who presented with cardiogenic shock accompanied by sick sinus syndrome 4 days into his second course of ipilimumab plus nivolumab combination therapy. A temporary transvenous pacemaker was subsequently placed, and a permanent pacemaker was implanted for persistent, symptomatic, intermittent bradycardia. The permanent implantation of the pacemaker improved his symptoms and allowed him to continue his ICI therapy.
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Affiliation(s)
- Masatake Kitano
- Department of Thoracic Oncology and Respiratory Medicine, Tokyo Metropolitan Cancer and Infectious Diseases Center, 3-18-22 Honkomagome, Bunkyo-Ku, Tokyo 113-8677 Japan
| | - Makiko Yomota
- Department of Thoracic Oncology and Respiratory Medicine, Tokyo Metropolitan Cancer and Infectious Diseases Center, 3-18-22 Honkomagome, Bunkyo-Ku, Tokyo 113-8677 Japan
| | - Kansuke Ito
- Department of Cardiology, Tokyo Metropolitan Cancer and Infectious Diseases Center, 3-18-22 Honkomagome, Bunkyo-Ku, Tokyo 113-8677 Japan
| | - Yukio Hosomi
- Department of Thoracic Oncology and Respiratory Medicine, Tokyo Metropolitan Cancer and Infectious Diseases Center, 3-18-22 Honkomagome, Bunkyo-Ku, Tokyo 113-8677 Japan
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Cheng X, Wu Z, Lin J, Wang B, Huang S, Liu M, Yang J. A two-stage ensemble learning based prediction and grading model for PD-1/PD-L1 inhibitor-related cardiac adverse events: A multicenter retrospective study. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2024; 255:108360. [PMID: 39163785 DOI: 10.1016/j.cmpb.2024.108360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 06/12/2024] [Accepted: 07/27/2024] [Indexed: 08/22/2024]
Abstract
BACKGROUND Immune-related cardiac adverse events (ircAEs) caused by programmed cell death protein-1 (PD-1) and programmed death-ligand-1 (PD-L1) inhibitors can lead to fulminant and even fatal consequences. This study aims to develop a prediction and grading model for ircAEs, enabling graded management of patients. METHODS This study utilized medical record systems from two medical institutions to develop a prediction and grading model for ircAEs using ten machine learning algorithms and two variable screening methods. The model was developed based on a two-stage ensemble learning framework. In the first stage, the ircAEs and non-ircAEs cases were classified. In the second stage, ircAEs cases were grouped into grades 1-2 and 3-5. The experiments were evaluated using five-fold cross-validation. The model's prediction performance was assessed using accuracy, precision, recall, F1 value, Brier score, receiver operating characteristic curve area (AUC), and area under the precision-recall curve (AUPR). RESULTS 615 patients were included in the study. 147 experienced ircAEs, and 44 experienced grade 3-5 ircAEs. The soft voting classifier trained using the variables screened by feature importance ranking performed better than other classifiers in both stages. The average AUC for the first and second stages is 84.18 % and 85.13 %, respectively. In the first stage, the three most important variables are N-terminal B-type natriuretic peptide (NT-proBNP), interleukin-2 (IL-2), and C-reactive protein (CRP). In the second stage, the patient's age, NT-proBNP, and left ventricular ejection fraction (LVEF) are the three most critical variables. CONCLUSIONS The prediction and grading model of ircAEs based on two-stage ensemble learning established in this study has good performance and potential clinical application.
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Affiliation(s)
- Xitong Cheng
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, PR China; College of Pharmacy, Fujian Medical University, Fuzhou, PR China
| | - Zhaochun Wu
- Department of Pharmacy, Fujian Medical University Affiliated Nanping First Hospital, Nanping, PR China
| | - Jierong Lin
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, PR China; College of Pharmacy, Fujian Medical University, Fuzhou, PR China
| | - Bitao Wang
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, PR China; College of Pharmacy, Fujian Medical University, Fuzhou, PR China
| | - Shunming Huang
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, PR China; College of Pharmacy, Fujian Medical University, Fuzhou, PR China
| | - Maobai Liu
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, PR China; College of Pharmacy, Fujian Medical University, Fuzhou, PR China
| | - Jing Yang
- Department of Pharmacy, Fujian Medical University Union Hospital, Fuzhou, PR China; College of Pharmacy, Fujian Medical University, Fuzhou, PR China.
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Zhou Q, Qin Z, Wu G, Yan P, Wang Q, Qu J, Jiang J, Ye D. Sintilimab-induced myocarditis suspected in a patient with esophageal cancer and followed septic shock: case report and literature review. Front Oncol 2024; 14:1465395. [PMID: 39351355 PMCID: PMC11439622 DOI: 10.3389/fonc.2024.1465395] [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: 07/16/2024] [Accepted: 08/29/2024] [Indexed: 10/04/2024] Open
Abstract
Background Immune checkpoint inhibitors (ICIs) have become a prevalent tool in anti-tumor therapy in recent years. They may cause immune-related adverse events (irAEs) including potentially life-threatening cardiovascular toxicities such as myocarditis. Case presentation In this report, we describe a 69-year-old man with recurrent esophageal cancer who developed myocarditis after receiving three cycles of sintilimab combined with nab-paclitaxel. Despite a rising cardiac troponin I (cTnI), he initially reported no discomfort. He was later suspected of having with sintilimab-induced myocarditis. Although treatment with methylprednisolone reduced his cTnI levels, he still experienced significant discomfort. Moreover, he developed pneumonia and septic shock. Conclusion In our literature search to identify all reported cases of sintilimab-associated adverse events involving myocarditis, we found 14 patients, including those with esophageal cancer, thymoma, lung cancer, gastric cancer, hepatobiliary carcinoma, and chordoma. The primary treatment for ICI-induced cardiotoxicity is methylprednisolone. However, the long-term or high-dose use of steroids can also induce side effects, which have not been the focus of these case reports. This is the first reported case of asymptomatic immune-mediated myocarditis occurring during the treatment of esophageal cancer with sintilimab. It is also the first to address the side effects of methylprednisolone used in the treatment of sintilimab-related myocarditis. To facilitate an early diagnosis, regular monitoring is required during sintilimab treatment. We should also focus on the prevention and management of adverse effects related to steroid use.
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Affiliation(s)
- Qihao Zhou
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Zhiquan Qin
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Guoqing Wu
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Peiyuan Yan
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Qunjiang Wang
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Jing Qu
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Jiahong Jiang
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
| | - Da Ye
- Cancer Center, Department of Medical Oncology, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, Zhejiang, China
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Huang H, Liu B, Chen M, Qin Y, Li J, Li S, Xu X. Treatment of non-small cell lung cancer with Yiqi Buxue prescriptions combined with adjuvant chemotherapy on the cancer therapy-related cardiovascular toxicity: A systematic review and meta-analysis. JOURNAL OF ETHNOPHARMACOLOGY 2024; 323:117665. [PMID: 38159818 DOI: 10.1016/j.jep.2023.117665] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 08/18/2023] [Accepted: 12/24/2023] [Indexed: 01/03/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE The treatment and prognosis of patients with non-small cell lung cancer (NSCLC) was affected by the occurrence of cancer therapy-related cardiovascular toxicity (CTR-CVT). Yiqi Buxue prescriptions were a class of traditional single or compounded formulations that have become a consensus for NSCLC. There was no clear information and or summary available for Yiqi Buxue prescriptions combined with adjuvant chemotherapy for NSCLC in reducing CTR-CVT. AIM OF THE STUDY To systematically evaluate the Yiqi Buxue prescriptions combined with adjuvant chemotherapy in reducing CTR-CVT for patients with NSCLC. MATERIALS AND METHODS Search strategies were developed to identify relevant randomized controlled trials (RCTs) in PubMed, Embase, Web of Science, The Cochrane Library, China National Knowledge Infrastructure (CNKI), SinoMed and WanFang Data from database inception date to October 2022. The methodological quality of evidence was assessed using the Cochrane risk of bias (ROBs) assessment tool, and the meta-analysis was analyzed using RevMan 5.3. RESULTS A total of 9 studies were included. Compared with the adjuvant chemotherapy group, Yiqi Buxue prescriptions combined with adjuvant chemotherapy group showed no statistically significant in reducing CTR-CVT (RR 0.67, 95%CI 0.11 to 3.93, P = 0.65) and in CD4+/CD8+(MR 0.32, 95%CI -0.13 to 0.77, P = 0.16). However, it significantly improved the objective response rate (ORR) (RR 1.57, 95%CI 1.32 to 1.87, P < 0.00001), disease control rate (DCR) (RR 1.25, 95%CI 1.15 to 1.35, P < 0.00001), Karnofsky performance status (KPS) improvement rate (RR 1.34, 95%CI 1.16 to 1.55, P < 0.0001), CD3+ (MR 4.17, 95%CI 3.68 to 4.66, P < 0.00001), CD4+ (MR 4.87, 95%CI 4.28 to 5.46, P < 0.00001), and CD8+ (MR 3.12, 95%CI 2.57 to 3.67, P < 0.00001). CONCLUSIONS The current RCTs are hampered by small sample sizes and poor methodological quality. More rigorously designed and large sample RCTs with primary outcome of CTR-CVT are needed to investigate the effectiveness of Yiqi Buxue prescriptions combined with adjuvant chemotherapy in reducing CTR-CVT for patients with NSCLC.
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Affiliation(s)
- Hangxing Huang
- School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei, 430081, China.
| | - Beicheng Liu
- School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei, 430081, China; Department of Urology, Wuhan Asia General Hospital, Wuhan, Hubei, 430081, China.
| | - Mengzhen Chen
- School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei, 430081, China.
| | - Yanfang Qin
- School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei, 430081, China.
| | - Jianyu Li
- School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei, 430081, China.
| | - Simin Li
- School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei, 430081, China.
| | - Xue Xu
- School of Medicine, Wuhan University of Science and Technology, Wuhan, Hubei, 430081, China.
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Tamura Y, Tamura Y. Usefulness of Longitudinal Strain to Assess Cancer Therapy-Related Cardiac Dysfunction and Immune Checkpoint Inhibitor-Induced Myocarditis. Pharmaceuticals (Basel) 2023; 16:1297. [PMID: 37765105 PMCID: PMC10535915 DOI: 10.3390/ph16091297] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 09/08/2023] [Accepted: 09/12/2023] [Indexed: 09/29/2023] Open
Abstract
Longitudinal strain (LS) measured by echocardiography has been reported to be useful not only for the diagnosis and risk stratification of various cardiac diseases, but also in cardio-oncology. Most previous studies have been conducted on patients undergoing treatment with anthracyclines and human epidermal growth factor receptor 2-targeted therapies. Existing guidelines recommend that global LS (GLS) should be measured before and after the administration of cancer drugs. This recommendation is based on many reports showing that a decline in GLS is indicative of early or mild cancer therapy-related cardiac dysfunction. The main purpose of this article is to provide insight into the importance of LS in patients undergoing cancer treatment and highlight the role of LS evaluation in patients undergoing immune checkpoint inhibitor (ICI) treatment, which is being used with increasing frequency. Among cancer drug therapies, immune checkpoint inhibitors (ICIs) have an important place in cancer treatment and are used for the treatment of many types of cancer. Although the efficacy of ICIs in cancer treatment has been reported, immune-related adverse events (irAEs) have also been reported. Among these irAEs, cardiovascular complications, although rare, are recognized as important adverse events that may result in ICI treatment discontinuation. Myocarditis is one severe adverse event associated with ICIs, and it is important to standardize diagnostic and therapeutic approaches to it. Several studies have reported a relationship between LS and cardiac complications associated with ICIs which may contribute to the early diagnosis of ICI-induced cardiac complications.
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Affiliation(s)
- Yudai Tamura
- Cardiovascular Center, International University of Health and Welfare Mita Hospital, Tokyo 108-8329, Japan;
- Department of Cardiology, International University of Health and Welfare School of Medicine, Narita 286-8686, Japan
| | - Yuichi Tamura
- Cardiovascular Center, International University of Health and Welfare Mita Hospital, Tokyo 108-8329, Japan;
- Department of Cardiology, International University of Health and Welfare School of Medicine, Narita 286-8686, Japan
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Longitudinal Strain and Troponin I Elevation in Patients Undergoing Immune Checkpoint Inhibitor Therapy. JACC CardioOncol 2022; 4:673-685. [PMID: 36636435 PMCID: PMC9830215 DOI: 10.1016/j.jaccao.2022.10.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 10/06/2022] [Accepted: 10/14/2022] [Indexed: 12/24/2022] Open
Abstract
Background Immune checkpoint inhibitors (ICIs) are a central part of cancer therapy; however, cardiac complications, such as myocarditis, have the potential for significant morbidity and mortality. Within this population, the clinical significance of longitudinal strain (LS) remains unknown. Objectives This study sought to define the changes in LS in ICI-treated patients, and their associations with high-sensitivity troponin I (hsTnI) and myocarditis. Methods We conducted a retrospective cohort study of patients who received ICIs at our hospital from April 2017 to September 2021. All patients underwent echocardiography and blood sampling at standardized time intervals. We measured the changes in global and regional LS before and after ICI administration. Age- and sex-adjusted Cox regression analysis was used to evaluate the association between LS and elevations in hsTnI and myocarditis. Results In a cohort of 129 patients with a median follow-up period of 170 (IQR: 62-365) days; 6 and 18 patients had myocarditis and hsTnI elevation, respectively. In an age- and sex-adjusted Cox proportional hazards model, an early relative worsening of ≥10% in the basal and mid LS and ≥15% in global LS was associated with hsTnI elevation. Relative reductions in LS were not significantly associated with myocarditis; however, 4 of the 6 patients with myocarditis had relative reduction of ≥10% in the basal LS. Conclusions An early worsening in the global and regional LS was associated with increased hsTnI in patients receiving ICIs. Assessment of LS early after ICI administration should be further studied as a strategy for risk stratification of ICI-treated patients.
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8
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Sun M, Ji H, Xu N, Jiang P, Qu T, Li Y. Real-world data analysis of immune checkpoint inhibitors in stage III-IV adenocarcinoma and squamous cell carcinoma. BMC Cancer 2022; 22:762. [PMID: 35831785 PMCID: PMC9277844 DOI: 10.1186/s12885-022-09843-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Accepted: 06/23/2022] [Indexed: 12/18/2022] Open
Abstract
Background This study was designed to investigate the clinical application, efficacy, and safety of immune checkpoint inhibitors (ICIs) in the treatment of lung cancer in the real world. Methods A retrospective, observational analysis was conducted on patients treated with ICIs in four tertiary hospitals in the region from January 2015 to March 2021, to evaluate the clinical efficacy of ICIs single-agent or combined chemotherapy and anti-vascular drugs in the first-line or second-line treatment of patients with lung cancer. Results Three hundred and fifteen patients were enrolled in this study. In patients with stage III-IV adenocarcinoma and Squamous cell carcinoma, the objective response rate (ORR) and disease control rate (DCR) were 35.5% (87/245) and 93.5% (229/245), respectively, the median progression-free survival (PFS) was 10.8 months, and the median overall survival (OS) was not reached. A total of 132 patients received ICIs as the first-line treatment, the median treatment cycle was 8 cycles (2–20 cycles), the short-term efficacy ORR was 38.6%, DCR was 93.9%, and the median PFS was 11.4 months. One hundred thirteen patients received ICIs treatment as second-line treatment, the median treatment cycle was five cycles (2–10 cycles), the short-term efficacy ORR was 31.9%, DCR was 92.9%, and the median PFS was 10.0 months. There were no statistically significant differences in ORR, DCR, or median PFS with ICIs as the first-line treatment compared with the second-line treatment(P > 0.05). The results of subgroup analysis showed that Eastern Cooperative Oncology Group performance status (ECOG PS), epidermal growth factor receptor (EGFR) mutation status, pathological type and number of treatment lines were not correlated with median PFS(P > 0.05). However, there were statistically significant differences in programmed death-ligand 1(PD-L1) expression, corticosteroid interference, and antibiotic (Abx) treatment among all groups (P < 0.05). In terms of safety, the overall incidence of adverse reactions in 315 patients was 62.5%, and the incidence of immune-related adverse events (irAEs) was 13.7%. Grade 1–2 and 3–4 incidence of adverse events were 34.9 and 27.65%, respectively. There were four patients who experienced fatal irAEs, two cases were liver damage leading to liver failure, one case was immune related pneumonia, and one case was immune related myocarditis. Conclusion In the real world, ICIs has a good effect on patients with lung cancer and significantly improves ORR and PFS.
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Affiliation(s)
- Meiling Sun
- Department of Pulmonary and Critical Care Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, No. 107 Wenhua Xilu, Jinan, 250012, Shandong, China.,Department of Respiratory Medicine, Weihai Municipal Hospital, 70 Heping Road, Weihai, 264200, Shandong, China
| | - Huaijun Ji
- Department of Thoracic Surgery, Weihai Municipal Hospital, 70 Heping Road, Weihai, 264200, Shandong, China
| | - Ning Xu
- Department of Respiratory Medicine, Weihai Municipal Hospital, 70 Heping Road, Weihai, 264200, Shandong, China
| | - Peng Jiang
- Department of Respiratory Medicine, Weihai Municipal Hospital, 70 Heping Road, Weihai, 264200, Shandong, China
| | - Tao Qu
- Department of Respiratory Medicine, Weihai Municipal Hospital, 70 Heping Road, Weihai, 264200, Shandong, China
| | - Yu Li
- Department of Pulmonary and Critical Care Medicine, Qilu Hospital, Cheeloo College of Medicine, Shandong University, No. 107 Wenhua Xilu, Jinan, 250012, Shandong, China.
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Tamura Y, Tamura Y, Yamada K, Taniguchi H, Iwasawa J, Yada H, Kawamura A. Routine assessment of cardiotoxicity in patients undergoing long-term immune checkpoint inhibitor therapy. Heart Vessels 2022; 37:1859-1865. [PMID: 35633369 DOI: 10.1007/s00380-022-02103-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Accepted: 05/11/2022] [Indexed: 01/16/2023]
Abstract
The indications for immune checkpoint inhibitors (ICIs) are expanding in cancer drug therapy, and while cardiac events associated with ICIs are often fatal, there are few reports regarding cardiac complications associated with long-term ICI therapy. We aimed to study cardiac complications in patients undergoing long-term ICI therapy. From the database of our local cardio-oncology unit, we enrolled patients with cancer undergoing ICI therapy for more than 6 months and for whom cardiologists continuously performed routine follow-ups. We defined the primary endpoint as discontinuation of ICI due to cardiac events. We also analyzed changes in cardiac biomarkers and echocardiographic parameters. We retrospectively analyzed 55 consecutive patients (43 males, mean age: 65 ± 11 years) treated with ICI therapy in our hospital between January 2017 and June 2021. None of the patients discontinued ICI therapy due to cardiac events more than 6 months after treatment was initiated. Among the participants, we observed four patients with elevated serum troponin I levels, seven patients with decreased global longitudinal strain values, and two patients with elevated plasma brain natriuretic peptide levels. No patient required drug intervention for these cardiac events; furthermore, there were no cases of clinically diagnosed myocarditis. In the present study, there were no cardiac events causing ICI discontinuation in patients undergo ICI therapy for more than 6 months.
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Affiliation(s)
- Yudai Tamura
- Cardiovascular Center, International University of Health and Welfare Mita Hospital, Tokyo, Japan.,Department of Cardiology, International University of Health and Welfare School of Medicine, Narita, Japan
| | - Yuichi Tamura
- Pulmonary Hypertension Center, International University of Health and Welfare Mita Hospital, 1-4-3 Mita, Minato-ku, Tokyo, 108-8329, Japan. .,Department of Cardiology, International University of Health and Welfare School of Medicine, Narita, Japan.
| | - Kenta Yamada
- Cardiovascular Center, International University of Health and Welfare Mita Hospital, Tokyo, Japan.,Department of Cardiology, International University of Health and Welfare School of Medicine, Narita, Japan
| | - Hirohisa Taniguchi
- Cardiovascular Center, International University of Health and Welfare Mita Hospital, Tokyo, Japan.,Department of Cardiology, International University of Health and Welfare School of Medicine, Narita, Japan
| | - Jin Iwasawa
- Cardiovascular Center, International University of Health and Welfare Mita Hospital, Tokyo, Japan
| | - Hirotaka Yada
- Cardiovascular Center, International University of Health and Welfare Mita Hospital, Tokyo, Japan.,Department of Cardiology, International University of Health and Welfare School of Medicine, Narita, Japan
| | - Akio Kawamura
- Department of Cardiology, International University of Health and Welfare School of Medicine, Narita, Japan
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10
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Heilbroner SP, Few R, Mueller J, Chalwa J, Charest F, Suryadevara S, Kratt C, Gomez-Caminero A, Dreyfus B, Neilan TG. Predicting cardiac adverse events in patients receiving immune checkpoint inhibitors: a machine learning approach. J Immunother Cancer 2021; 9:e002545. [PMID: 34607896 PMCID: PMC8491414 DOI: 10.1136/jitc-2021-002545] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/14/2021] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Treatment with immune checkpoint inhibitors (ICIs) has been associated with an increased rate of cardiac events. There are limited data on the risk factors that predict cardiac events in patients treated with ICIs. Therefore, we created a machine learning (ML) model to predict cardiac events in this at-risk population. METHODS We leveraged the CancerLinQ database curated by the American Society of Clinical Oncology and applied an XGBoosted decision tree to predict cardiac events in patients taking programmed death receptor-1 (PD-1) or programmed death ligand-1 (PD-L1) therapy. All curated data from patients with non-small cell lung cancer, melanoma, and renal cell carcinoma, and who were prescribed PD-1/PD-L1 therapy between 2013 and 2019, were used for training, feature interpretation, and model performance evaluation. A total of 356 potential risk factors were included in the model, including elements of patient medical history, social history, vital signs, common laboratory tests, oncological history, medication history and PD-1/PD-L1-specific factors like PD-L1 tumor expression. RESULTS Our study population consisted of 4960 patients treated with PD-1/PD-L1 therapy, of whom 418 had a cardiac event. The following were key predictors of cardiac events: increased age, corticosteroids, laboratory abnormalities and medications suggestive of a history of heart disease, the extremes of weight, a lower baseline or on-treatment percentage of lymphocytes, and a higher percentage of neutrophils. The final model predicted cardiac events with an area under the curve-receiver operating characteristic of 0.65 (95% CI 0.58 to 0.75). Using our model, we divided patients into low-risk and high-risk subgroups. At 100 days, the cumulative incidence of cardiac events was 3.3% in the low-risk group and 6.1% in the high-risk group (p<0.001). CONCLUSIONS ML can be used to predict cardiac events in patients taking PD-1/PD-L1 therapy. Cardiac risk was driven by immunological factors (eg, percentage of lymphocytes), oncological factors (eg, low weight), and a cardiac history.
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Affiliation(s)
| | - Reed Few
- Data Science, ConcertAI, New York, New York, USA
| | | | | | | | | | | | | | | | - Tomas G Neilan
- Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
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11
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Kurzhals JK, Graf T, Boch K, Grzyska U, Frydrychowicz A, Zillikens D, Terheyden P, Langan EA. Serum Troponin T Concentrations Are Frequently Elevated in Advanced Skin Cancer Patients Prior to Immune Checkpoint Inhibitor Therapy: Experience From a Single Tertiary Referral Center. Front Med (Lausanne) 2021; 8:691618. [PMID: 34291066 PMCID: PMC8288046 DOI: 10.3389/fmed.2021.691618] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 04/20/2021] [Indexed: 01/22/2023] Open
Abstract
Immune checkpoint inhibitor (ICI) therapy has revolutionized the treatment of several human malignancies, particularly metastatic skin cancer. However, immune-related myocarditis (irM), an immune-mediated adverse event (irAE), is often fatal. In the absence of a reliable biomarker, measurement of pre-ICI therapy serum troponin concentration has been proposed to identify patients at risk of developing irM, although real-world studies examining this strategy are lacking. Thus, we retrospectively analyzed the case records of all patients who commenced ICI therapy between January 2018 and December 2019 in a single university skin cancer center (n = 121) to (i) determine the incidence of irM, (ii) establish the frequency of pretreatment serum hsTnT elevations, and (iii) to establish whether this identified patients who subsequently developed irM. Only one patient developed irM, resulting in an overall incidence of 0.8%. Pretreatment hsTnT was measured in 47 patients and was elevated in 13 (28%). Elevated serum hsTnT concentrations were associated with chronic renal failure (p = 0.02) and diabetes (p < 0.0002). Pretreatment hsTnT was not elevated in the patient who developed fulminant irM. Pre-immunotherapy serum hsTnT concentrations were often asymptomatically elevated in patients with advanced skin cancer, none of whom subsequently developed irM during ICI therapy. However, large studies are required to assess the positive and negative predictive values of hsTnT for the development of irM. In the meantime, elevated hsTnT concentrations should be investigated before initiation of immunotherapy and closely monitored during early treatment cycles, where the risk of irM is greatest.
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Affiliation(s)
- Jonas K Kurzhals
- Department of Dermatology, University of Lübeck, Lübeck, Germany
| | - Tobias Graf
- Department of Cardiology, University of Lübeck, Lübeck, Germany
| | - Katharina Boch
- Department of Dermatology, University of Lübeck, Lübeck, Germany
| | - Ulrike Grzyska
- Department of Radiology and Nuclear Medicine, University of Lübeck, Lübeck, Germany
| | - Alex Frydrychowicz
- Department of Radiology and Nuclear Medicine, University of Lübeck, Lübeck, Germany
| | - Detlef Zillikens
- Department of Dermatology, University of Lübeck, Lübeck, Germany
| | | | - Ewan A Langan
- Department of Dermatology, University of Lübeck, Lübeck, Germany.,Dermatological Sciences, University of Manchester, Manchester, United Kingdom
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Chhabra N, Kennedy J. A Review of Cancer Immunotherapy Toxicity: Immune Checkpoint Inhibitors. J Med Toxicol 2021; 17:411-424. [PMID: 33826117 DOI: 10.1007/s13181-021-00833-8] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 02/08/2021] [Accepted: 02/16/2021] [Indexed: 02/07/2023] Open
Abstract
Cancer immunotherapy, which leverages features of the immune system to target neoplastic cells, has revolutionized the treatment of cancer. The use of these therapies has rapidly expanded in the past two decades. Immune checkpoint inhibitors represent one drug class within immunotherapy with its first agent FDA-approved in 2011. Immune checkpoint inhibitors act by disrupting inhibitory signals from neoplastic cells to immune effector cells, allowing activated T-cells to target these neoplastic cells. Unique adverse effects associated with immune checkpoint inhibitors are termed immune-related adverse effects (irAEs) and are usually immunostimulatory in nature. Almost all organ systems may be affected by irAEs including the dermatologic, gastrointestinal, pulmonary, endocrine, and cardiovascular systems. These effects range from mild to life-threatening, and their onset can be delayed several weeks or months. For mild irAEs, symptomatic care is usually sufficient. For higher grade irAEs, discontinuation of therapy and initiation of immunosuppressive therapy may be necessary. The management of patients with irAEs involves multidisciplinary care coordination with respect to the long-term goals the individual patient. Clinicians must be aware of the unique and sometimes fatal toxicologic profiles associated with immunotherapies to ensure prompt diagnosis and appropriate management.
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Affiliation(s)
- Neeraj Chhabra
- Cook County Health, Department of Emergency Medicine, Division of Medical Toxicology, 1950 W Polk Street, 7th Floor, Chicago, IL, 60612, USA. .,Toxikon Consortium, Chicago, IL, USA.
| | - Joseph Kennedy
- Cook County Health, Department of Emergency Medicine, Division of Medical Toxicology, 1950 W Polk Street, 7th Floor, Chicago, IL, 60612, USA.,Toxikon Consortium, Chicago, IL, USA
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Agostinetto E, Eiger D, Lambertini M, Ceppi M, Bruzzone M, Pondé N, Plummer C, Awada AH, Santoro A, Piccart-Gebhart M, de Azambuja E. Cardiotoxicity of immune checkpoint inhibitors: A systematic review and meta-analysis of randomised clinical trials. Eur J Cancer 2021; 148:76-91. [PMID: 33740500 DOI: 10.1016/j.ejca.2021.01.043] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Revised: 01/25/2021] [Accepted: 01/29/2021] [Indexed: 01/08/2023]
Abstract
BACKGROUND Immune checkpoint inhibitors (ICIs) may cause potentially life-threatening adverse events (AEs), but the risk of cardiotoxicity has not been fully investigated. It is also unknown whether ICI combinations increase cardiotoxicity compared with single ICI. We aimed to assess the cardiotoxicity of ICI in a range of tumour types. METHODS This systematic review and meta-analysis was conducted according to PRISMA guidelines (PROSPERO registration number: CRD42020183524). A systematic search of PubMed, MEDLINE, Embase databases, and conference proceedings was performed up to 30 June 2020. All randomised clinical trials comparing ICI with other treatments (primary objective) or dual-agent ICI versus single-agent ICI (secondary objective) in any solid tumour were included. Pooled risk ratios (RRs) with 95% confidence intervals (95% CIs) for cardiotoxicity events were calculated using random effect models. RESULTS Eighty studies including 35,337 patients were included in the analysis (66 studies with 34,664 patients for the primary endpoint and 14 studies with 673 patients for the secondary endpoint). No significant differences in terms of cardiac AEs were observed between ICI and non-ICI groups (RR 1.14, 95% CI 0.88-1.48, p = 0.326) nor between dual ICI and single ICI groups (RR 1.91, 95% CI 0.52-7.01, p = 0.329). Myocarditis incidence did not significantly differ between ICI and non-ICI groups (RR 1.11, 95% CI 0.64-1.92, p = 0.701) nor between dual ICI and single ICI groups (RR 1.10, 95% CI 0.31-3.87, p = 0.881). No differences were observed in subgroup analyses according to tumour type, setting of disease, treatment line, and type of treatment. CONCLUSION The use of ICI as single or combination regimens is not associated with increased risk of cardiotoxicity.
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Affiliation(s)
- Elisa Agostinetto
- Academic Trials Promoting Team, Institut Jules Bordet, L'Université Libre de Bruxelles (U.L.B), Brussels, Belgium; Medical Oncology and Hematology Unit, Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, via Manzoni 56, 20089, Rozzano, Milan, Italy; Humanitas University, Department of Biomedical Sciences, via Rita Levi Montalcini 4, 20090 Pieve Emanuele - Milan, Italy.
| | - Daniel Eiger
- Academic Trials Promoting Team, Institut Jules Bordet, L'Université Libre de Bruxelles (U.L.B), Brussels, Belgium
| | - Matteo Lambertini
- Department of Internal Medicine and Medical Specialties (DiMI), School of Medicine, University of Genova, Genova, Italy; Department of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Marcello Ceppi
- Unit of Clinical Epidemiology, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Marco Bruzzone
- Unit of Clinical Epidemiology, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Noam Pondé
- Clinical Oncology Department, AC Camargo Cancer Center, São Paulo, Brazil
| | - Chris Plummer
- Translational and Clinical Research Institute, Newcastle University, Newcastle Upon Tyne, UK
| | - Ahmad H Awada
- Oncology Department, Institut Jules Bordet, Brussels, Belgium
| | - Armando Santoro
- Medical Oncology and Hematology Unit, Humanitas Clinical and Research Center - IRCCS, Humanitas Cancer Center, via Manzoni 56, 20089, Rozzano, Milan, Italy; Humanitas University, Department of Biomedical Sciences, via Rita Levi Montalcini 4, 20090 Pieve Emanuele - Milan, Italy
| | | | - Evandro de Azambuja
- Academic Trials Promoting Team, Institut Jules Bordet, L'Université Libre de Bruxelles (U.L.B), Brussels, Belgium
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李 浩, 王 敬. [Developments in Immunotherapy for Advanced Non-small Cell Lung Cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2021; 24:131-140. [PMID: 33508897 PMCID: PMC7936086 DOI: 10.3779/j.issn.1009-3419.2021.102.06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Revised: 01/24/2021] [Accepted: 01/26/2021] [Indexed: 11/05/2022]
Abstract
Immunotherapy, in particular immune checkpoint inhibitors, has significantly improved the survival outcomes of advanced lung cancer patients and changed the treatment mode of lung cancer. In this article, we reviewed the mechanism of immunotherapy, the clinical trials that changed treatment guidelines, the important biomarkers, immune-related adverse events, and descripted the future of immunotherapy of advanced non-small cell lung cancer.
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Affiliation(s)
- 浩洋 李
- 101149 北京,北京市结核病胸部肿瘤研究所,首都医科大学附属北京胸科医院肿瘤内科Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing 101149, China
| | - 敬慧 王
- 101149 北京,北京市结核病胸部肿瘤研究所,首都医科大学附属北京胸科医院肿瘤内科Department of Medical Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing 101149, China
- 101149 北京,北京市结核病胸部肿瘤研究所,首都医科大学附属北京胸科医院肿瘤研究中心Cancer Research Center, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing 101149, China
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15
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Immunotherapy in the Treatment of Metastatic Melanoma: Current Knowledge and Future Directions. J Immunol Res 2020; 2020:9235638. [PMID: 32671117 PMCID: PMC7338969 DOI: 10.1155/2020/9235638] [Citation(s) in RCA: 132] [Impact Index Per Article: 26.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Revised: 05/24/2020] [Accepted: 06/08/2020] [Indexed: 02/08/2023] Open
Abstract
Melanoma is one of the most immunologic malignancies based on its higher prevalence in immune-compromised patients, the evidence of brisk lymphocytic infiltrates in both primary tumors and metastases, the documented recognition of melanoma antigens by tumor-infiltrating T lymphocytes and, most important, evidence that melanoma responds to immunotherapy. The use of immunotherapy in the treatment of metastatic melanoma is a relatively late discovery for this malignancy. Recent studies have shown a significantly higher success rate with combination of immunotherapy and chemotherapy, radiotherapy, or targeted molecular therapy. Immunotherapy is associated to a panel of dysimmune toxicities called immune-related adverse events that can affect one or more organs and may limit its use. Future directions in the treatment of metastatic melanoma include immunotherapy with anti-PD1 antibodies or targeted therapy with BRAF and MEK inhibitors.
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Lasrado N, Yalaka B, Reddy J. Triggers of Inflammatory Heart Disease. Front Cell Dev Biol 2020; 8:192. [PMID: 32266270 PMCID: PMC7105865 DOI: 10.3389/fcell.2020.00192] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2020] [Accepted: 03/06/2020] [Indexed: 12/14/2022] Open
Abstract
Inflammatory heart disease (IHD) is a group of diseases that includes pericarditis, myocarditis, and endocarditis. Although males appear to be more commonly affected than females, IHD can be seen in any age group. While the disease can be self-limiting leading to full recovery, affected individuals can develop chronic disease, suggesting that identification of primary triggers is critical for successful therapies. Adding to this complexity, however, is the fact that IHD can be triggered by a variety of infectious and non-infectious causes that can also occur as secondary events to primary insults. In this review, we discuss the immunological insights into the development of IHD as well as a mechanistic understanding of the disease process in animal models.
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Affiliation(s)
- Ninaad Lasrado
- School of Veterinary Medicine and Biomedical Sciences, University of Nebraska–Lincoln, Lincoln, NE, United States
| | - Bharathi Yalaka
- School of Veterinary Medicine and Biomedical Sciences, University of Nebraska–Lincoln, Lincoln, NE, United States
- Bristol-Myers Squibb – Hopewell, Pennington, NJ, United States
| | - Jay Reddy
- School of Veterinary Medicine and Biomedical Sciences, University of Nebraska–Lincoln, Lincoln, NE, United States
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Abstract
Cardiotoxicity is a known complication of many cancer therapies. While the cardiotoxicity of established agents such as anthracyclines, antimetabolites, and alkylating agents is well known, it is important to realize that newer anticancer therapies such as tyrosine kinase inhibitors, angiogenesis inhibitors, and checkpoint inhibitors are also associated with significant adverse cardiovascular effects. Echocardiography, magnetic resonance imaging, and radionuclide imaging have been used to identify these complications early and prevent further consequences. We will discuss the different classes of cancer therapeutic agents that cause cardiotoxicity, the mechanisms that lead to these effects, and strategies that can be used to prevent the cardiac morbidity and mortality associated with their use.
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Sun L, Aggarwal C, Cohen RB. Immune Checkpoint Inhibitor-Related Cardiovascular Toxicity in Lung Cancer: Is Routine Screening Indicated? JACC CardioOncol 2019; 1:193-195. [PMID: 34396182 PMCID: PMC8352329 DOI: 10.1016/j.jaccao.2019.11.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Lova Sun
- Department of Medicine, Division of Hematology and Oncology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Charu Aggarwal
- Department of Medicine, Division of Hematology and Oncology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Roger B. Cohen
- Department of Medicine, Division of Hematology and Oncology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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