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Chin V, Finnegan RN, Keall P, Otton J, Delaney GP, Vinod SK. Overview of cardiac toxicity from radiation therapy. J Med Imaging Radiat Oncol 2024. [PMID: 39301913 DOI: 10.1111/1754-9485.13757] [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: 03/14/2024] [Accepted: 08/19/2024] [Indexed: 09/22/2024]
Abstract
Radiotherapy is an essential part of treatment for many patients with thoracic cancers. However, proximity of the heart to tumour targets can lead to cardiac side effects, with studies demonstrating link between cardiac radiation dose and adverse outcomes. Although reducing cardiac dose can reduce associated risks, most cardiac constraint recommendations in clinical use are generally based on dose to the whole heart, as dose assessment at cardiac substructure levels on individual patients has been limited historically. Furthermore, estimation of an individual's cardiac risk is complex and multifactorial, which includes radiation dose alongside baseline risk factors, and the impact of systemic therapies. This review gives an overview of the epidemiological impact of cancer and cardiac disease, risk factors contributing to radiation-related cardiotoxicity, the evidence for cardiac side effects and future directions in cardiotoxicity research. A better understanding of the interactions between risk factors, balancing treatment benefit versus toxicity and the ongoing management of cardiac risk is essential for optimal clinical care. The emerging field of cardio-oncology is thus a multidisciplinary collaborative effort to enable better understanding of cardiac risks and outcomes for better-informed patient management decisions.
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Affiliation(s)
- Vicky Chin
- Department of Radiation Oncology, Liverpool and Macarthur Cancer Therapy Centres, Sydney, New South Wales, Australia
- Image X Institute, University of Sydney, Sydney, New South Wales, Australia
- South Western Sydney Clinical School, University of New South Wales, Sydney, New South Wales, Australia
- Ingham Institute for Applied Medical Research, Sydney, New South Wales, Australia
| | - Robert N Finnegan
- Northern Sydney Cancer Centre, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Institute of Medical Physics, University of Sydney, Sydney, New South Wales, Australia
| | - Paul Keall
- Image X Institute, University of Sydney, Sydney, New South Wales, Australia
| | - James Otton
- South Western Sydney Clinical School, University of New South Wales, Sydney, New South Wales, Australia
- Department of Cardiology, Liverpool Hospital, Sydney, New South Wales, Australia
| | - Geoff P Delaney
- Department of Radiation Oncology, Liverpool and Macarthur Cancer Therapy Centres, Sydney, New South Wales, Australia
- South Western Sydney Clinical School, University of New South Wales, Sydney, New South Wales, Australia
- Ingham Institute for Applied Medical Research, Sydney, New South Wales, Australia
| | - Shalini K Vinod
- Department of Radiation Oncology, Liverpool and Macarthur Cancer Therapy Centres, Sydney, New South Wales, Australia
- South Western Sydney Clinical School, University of New South Wales, Sydney, New South Wales, Australia
- Ingham Institute for Applied Medical Research, Sydney, New South Wales, Australia
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2
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Jesus EB, Cavalcanti ACD, Oliveira JA. Nursing interventions for adult patients undergoing cancer cardiotoxic therapy: Scoping review. Int J Nurs Knowl 2024; 35:239-255. [PMID: 37459404 DOI: 10.1111/2047-3095.12435] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 06/09/2023] [Indexed: 07/16/2024]
Abstract
PURPOSE To identify nursing interventions for the management of adult patients undergoing cardiotoxic oncologic therapy. METHODS This scoping review was performed in accordance with the JBI guidelines. The literature search took place between July and August 2022. Studies examining interventions for the management of adult cancer patients undergoing cardiotoxic therapy were included. The characteristics and results of the studies were synthesized and analyzed in a narrative way. FINDINGS In the nine included studies, it was verified that the interventions were implemented to guide the actions of the health team in general rather than specifically nursing staff. Nine nursing interventions related to the Classification of Nursing Interventions were included. CONCLUSIONS The nursing interventions identified focused on rigorous cardiovascular surveillance, risk assessment, and actions to identify and mitigate cardiotoxicity. IMPLICATIONS FOR NURSING PRACTICE It is believed that the implementation of the identified nursing interventions will lead to evidence-based nursing practice and will contribute to the development of care products and processes that assess the cardiological risks and cardiotoxicity.
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Affiliation(s)
- Evelyn Barcelos Jesus
- Professional Master's Degree in Nursing, Aurora de Afonso Costa Nursing School, Fluminense Federal University, Rio de Janeiro, Brazil
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3
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Liang H, Wang T, Liu D, Wang H, Ba Z, Xiao Y, Liu Y, Yuan J, Yang W. Cardiovascular comorbidities and their prognostic value in small cell lung cancer patients with chemoradiotherapy. Clin Transl Oncol 2024; 26:1348-1356. [PMID: 38103121 DOI: 10.1007/s12094-023-03359-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Accepted: 11/20/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND Small cell lung cancer (SCLC) is an extremely malignant subtype of lung cancer because of its high potential for metastases. Cardiac invasion of SCLC is a serious concern that may lead to systemic embolism or tract obstruction. It has aroused much concern that cardiovascular comorbidities may significantly affect the survival of SCLC patients and their treatment decisions. METHODS We consecutively recruited 772 small cell lung cancer (SCLC) patients between January 2011 and December 2018 from 4 cancer specialty hospitals in China. Only newly diagnosed primary cancer inpatients were included. Univariable and multivariable adjusted Cox proportional hazard models were conducted to evaluate the risk factors associated with mortality. Hazard ratios (HRs) for mortality and corresponding 95% confidence intervals (95% CIs) were calculated. RESULTS The prevalence of cardiovascular diseases (CVDs) was 34.6% in all SCLC patients. Log-rank analysis presented statistically significant differences in median survival time (MST) between patients with CVD and without CVD in all SCLC patients (9.0 months vs. 15.0 months, P = 0.005) and patients with chemotherapy only (12.0 months vs. 18.0 months, P = 0.048). Pericardial effusion (HR 1.671, 95% CI 1.082-2.580, P = 0.021) and heart failure (HR 1.752, 95% CI 1.290-2.379, P < 0.001) were independent risk factors associated with mortality in all SCLC patients. VTE is related to poorer prognosis in patients with chemotherapy only (HR 5.558, 95% CI 1.335-23.135, P = 0.018) and chemoradiotherapy (HR 3.057, 95% CI 1.270-7.539, P = 0.013). CONCLUSIONS Comprehensive management of CVD comorbidities is of vital importance for the long-term prognosis of SCLC patients.
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Affiliation(s)
- Hanyang Liang
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, FuWai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China
| | - Tianjie Wang
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, FuWai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China
| | - Dong Liu
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, FuWai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China
| | - Hao Wang
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, FuWai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China
| | - Zhengqing Ba
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, FuWai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China
| | - Ying Xiao
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, FuWai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China
| | - Yilu Liu
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, FuWai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China
| | - Jiansong Yuan
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, FuWai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China.
- Key Laboratory of Pulmonary Vascular Medicine, National Center for Cardiovascular Diseases, FuWai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China.
| | - Weixian Yang
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, FuWai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China.
- Key Laboratory of Pulmonary Vascular Medicine, National Center for Cardiovascular Diseases, FuWai Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China.
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Katic L, Choi J, Diaz Saravia S, Silverman A, Nagourney A, Torelli V, Gupta S, Glavan M, Gulati A, Khurana S, Tsyvkin E. The Interplay Between Cardiovascular Disease and Lung Cancer. Cureus 2024; 16:e62953. [PMID: 39044884 PMCID: PMC11265258 DOI: 10.7759/cureus.62953] [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] [Accepted: 06/23/2024] [Indexed: 07/25/2024] Open
Abstract
Cardiovascular disease (CVD) and lung cancer are among the leading causes of mortality worldwide, with a significant interplay that complicates patient management and treatment outcomes. This review explores the complex relationship between various forms of CVD - such as coronary artery disease, heart failure (HF), arrhythmias, and valvular heart disease - and lung cancer. Shared risk factors, including smoking, aging, and chronic inflammation, contribute to the co-occurrence of these conditions. Additionally, treatments for lung cancer, particularly chemotherapy and radiation therapy, can exacerbate CVD, necessitating a multidisciplinary approach to patient care. We delve into specific CVD-related impacts on lung cancer prognosis and vice versa, examining mechanisms, clinical outcomes, and management strategies. Our findings highlight the need for integrated care involving oncologists, cardiologists, and other healthcare providers to optimize treatment plans and improve patient outcomes. Emphasizing comprehensive cardiovascular risk management in lung cancer patients, we advocate for further research to deepen our understanding and develop novel therapeutic approaches, ultimately enhancing the quality of life and survival rates in patients suffering from both CVD and lung cancer.
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Affiliation(s)
- Luka Katic
- Internal Medicine, Icahn School of Medicine at Mount Sinai, New York, USA
| | - James Choi
- Internal Medicine, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Sara Diaz Saravia
- Internal Medicine, Icahn School of Medicine at Mount Sinai, New York, USA
| | | | | | - Vincent Torelli
- Internal Medicine, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Soumya Gupta
- Internal Medicine, Icahn School of Medicine at Mount Sinai, New York, USA
| | | | - Amit Gulati
- Cardiology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Sakshi Khurana
- Radiology, New York Presbyterian-Columbia University Irving Medical Center, New York, USA
| | - Elina Tsyvkin
- Center for Hematologic Malignancies, Memorial Sloan Kettering Cancer Center, New York, USA
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Pluchart H, Chanoine S, Moro-Sibilot D, Chouaid C, Frey G, Villa J, Degano B, Giaj Levra M, Bedouch P, Toffart AC. Lung cancer, comorbidities, and medication: the infernal trio. Front Pharmacol 2024; 14:1016976. [PMID: 38450055 PMCID: PMC10916800 DOI: 10.3389/fphar.2023.1016976] [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: 08/11/2022] [Accepted: 09/25/2023] [Indexed: 03/08/2024] Open
Abstract
Most patients with lung cancer are smokers and are of advanced age. They are therefore at high risk of having age- and lifestyle-related comorbidities. These comorbidities are subject to treatment or even polypharmacy. There is growing evidence of a link between lung cancer, comorbidities and medications. The relationships between these entities are complex. The presence of comorbidities and their treatments influence the time of cancer diagnosis, as well as the diagnostic and treatment strategy. On the other hand, cancer treatment may have an impact on the patient's comorbidities such as renal failure, pneumonitis or endocrinopathies. This review highlights how some comorbidities may have an impact on lung cancer presentation and may require treatment adjustments. Reciprocal influences between the treatment of comorbidities and anticancer therapy will also be discussed.
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Affiliation(s)
- Hélène Pluchart
- Pôle Pharmacie, Centre Hospitalier Universitaire Grenoble Alpes, La Tronche, France
- Université Grenoble Alpes, Grenoble, France
- Université Grenoble Alpes, CNRS, Grenoble INP, TIMC UMR5525, Grenoble, France
| | - Sébastien Chanoine
- Pôle Pharmacie, Centre Hospitalier Universitaire Grenoble Alpes, La Tronche, France
- Université Grenoble Alpes, Grenoble, France
- Institut pour l’Avancée des Biosciences, UGA/INSERM U1209/CNRS 5309, Université Grenoble Alpes, La Tronche, France
| | - Denis Moro-Sibilot
- Université Grenoble Alpes, Grenoble, France
- Institut pour l’Avancée des Biosciences, UGA/INSERM U1209/CNRS 5309, Université Grenoble Alpes, La Tronche, France
- Service Hospitalier Universitaire de Pneumologie Physiologie, Centre Hospitalier Universitaire Grenoble Alpes, Grenoble, France
| | - Christos Chouaid
- Service de Pneumologie, Centre Hospitalier Intercommunal de Créteil, Créteil, France
- Inserm U955, UPEC, IMRB, équipe CEpiA, CréteilFrance
| | - Gil Frey
- Service de Chirurgie Thoracique, Vasculaire et Endocrinienne, Centre Hospitalier Universitaire Grenoble Alpes, Grenoble, France
| | - Julie Villa
- Service de Radiothérapie, Centre Hospitalier Universitaire Grenoble Alpes, Grenoble, France
| | - Bruno Degano
- Université Grenoble Alpes, Grenoble, France
- Service Hospitalier Universitaire de Pneumologie Physiologie, Centre Hospitalier Universitaire Grenoble Alpes, Grenoble, France
- Laboratoire HP2, INSERM U1042, Université Grenoble Alpes, Grenoble, France
| | - Matteo Giaj Levra
- Institut pour l’Avancée des Biosciences, UGA/INSERM U1209/CNRS 5309, Université Grenoble Alpes, La Tronche, France
- Service Hospitalier Universitaire de Pneumologie Physiologie, Centre Hospitalier Universitaire Grenoble Alpes, Grenoble, France
| | - Pierrick Bedouch
- Pôle Pharmacie, Centre Hospitalier Universitaire Grenoble Alpes, La Tronche, France
- Université Grenoble Alpes, Grenoble, France
- Université Grenoble Alpes, CNRS, Grenoble INP, TIMC UMR5525, Grenoble, France
| | - Anne-Claire Toffart
- Université Grenoble Alpes, Grenoble, France
- Institut pour l’Avancée des Biosciences, UGA/INSERM U1209/CNRS 5309, Université Grenoble Alpes, La Tronche, France
- Service Hospitalier Universitaire de Pneumologie Physiologie, Centre Hospitalier Universitaire Grenoble Alpes, Grenoble, France
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Feng A, Duan Y, Yang Z, Shao Y, Wang H, Chen H, Gu H, Huang Y, Shen Z, Wang X, Xu Z. A planning strategy may reduce the risk of heart diseases and radiation pneumonia: Avoiding the specific heart substructures. J Appl Clin Med Phys 2023; 24:e14119. [PMID: 37568269 PMCID: PMC10691619 DOI: 10.1002/acm2.14119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2023] [Revised: 06/20/2023] [Accepted: 07/14/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND Dose to heart substructures is a better predictor for major adverse cardiac events (MACE) than mean heart dose (MHD). We propose an avoidance planning strategy for important cardiac substructures. MATERIAL AND METHODS Two plans, clinical and cardiac substructure-avoidance plan, were generated for twenty patients. Five dose-sensitive substructures, including left ventricle, pulmonary artery, left anterior descending branch, left circumflex branch and the coronary artery were chosen. The avoidance plan aims to meet the target criteria and organ-at-risk (OARs) constraints while minimizing the dose parameters of the above five substructures. The dosimetric assessments included the mean dose and the maximum dose of cardiac substructures and several volume parameters. In addition, we also evaluated the relative risk of coronary artery disease (CAD), chronic heart failure (CHF), and radiation pneumonia (RP). RESULTS Pearson correlation coefficient and R2 value of linear regression fitting demonstrated that MHD had poor prediction ability for the mean dose of the cardiac substructures. Compared to clinical plans, an avoidance plan is able to statistically significantly decrease the dose to key substructures. Meanwhile, the dose to OARs and the coverage of the target are comparable in the two plans. In addition, it can be observed that the avoidance plan statistically decreases the relative risks of CAD, CHF, and RP. CONCLUSIONS The substructure-avoidance planning strategy that incorporates the cardiac substructures into optimization process, can protect the important heart substructures, such as left ventricle, left anterior descending branch and pulmonary artery, achieving the substantive sparing of dose-sensitive cardiac structures, and have the potential to decrease the relative risks of CAD, CHF, and RP.
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Affiliation(s)
- AiHui Feng
- Institute of Modern PhysicsFudan UniversityShanghaiChina
- Key Laboratory of Nuclear Physics and Ion‐beam Application (MOE)Fudan UniversityShanghaiChina
- Department of Radiation OncologyShanghai Chest HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - YanHua Duan
- Institute of Modern PhysicsFudan UniversityShanghaiChina
- Key Laboratory of Nuclear Physics and Ion‐beam Application (MOE)Fudan UniversityShanghaiChina
- Department of Radiation OncologyShanghai Chest HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - ZhangRu Yang
- Department of Radiation OncologyShanghai Chest HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Yan Shao
- Department of Radiation OncologyShanghai Chest HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Hao Wang
- Department of Radiation OncologyShanghai Chest HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Hua Chen
- Department of Radiation OncologyShanghai Chest HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - HengLe Gu
- Department of Radiation OncologyShanghai Chest HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Ying Huang
- Institute of Modern PhysicsFudan UniversityShanghaiChina
- Key Laboratory of Nuclear Physics and Ion‐beam Application (MOE)Fudan UniversityShanghaiChina
- Department of Radiation OncologyShanghai Chest HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - ZhenJiong Shen
- Department of Radiation OncologyShanghai Chest HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
| | - Xufei Wang
- Institute of Modern PhysicsFudan UniversityShanghaiChina
- Key Laboratory of Nuclear Physics and Ion‐beam Application (MOE)Fudan UniversityShanghaiChina
| | - ZhiYong Xu
- Department of Radiation OncologyShanghai Chest HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghaiChina
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7
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Higgason N, Soroka O, Goyal P, Mahmood SS, Pinheiro LC. Suboptimal Cardiology Follow-Up Among Patients With and Without Cancer Hospitalized for Heart Failure. Am J Cardiol 2023; 196:79-86. [PMID: 37019746 PMCID: PMC10297727 DOI: 10.1016/j.amjcard.2023.02.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 02/19/2023] [Accepted: 02/25/2023] [Indexed: 04/07/2023]
Abstract
Many patients hospitalized for heart failure (HF) do not receive recommended follow-up cardiology care, and non-White patients are less likely to receive follow-up than White patients. Poor HF management may be particularly problematic in patients with cancer because cardiovascular co-morbidity can delay cancer treatments. Therefore, we sought to describe outpatient cardiology care patterns in patients with cancer hospitalized for HF and to determine if receipt of follow-up varied by race/ethnicity. SEER (Surveillance, Epidemiology, and End Results) data from 2007 to 2013 linked to Medicare claims from 2006 to 2014 were used. We included patients aged 66+ years with breast, prostate, or colorectal cancer, and preexisting HF. Patients with cancer were matched to patients in a noncancer cohort that included individuals with HF and no cancer. The primary outcome was receipt of an outpatient, face-to-face cardiologist visit within 30 days of HF hospitalization. We compared follow-up rates between cancer and noncancer cohorts, and stratified analyses by race/ethnicity. A total of 2,356 patients with cancer and 2,362 patients without cancer were included. Overall, 43% of patients with cancer and 42% of patients without cancer received cardiologist follow-up (p = 0.30). After multivariable adjustment, White patients were 15% more likely to receive cardiology follow-up than Black patients (95% confidence interval [CI] 1.02 to 1.30). Black patients with cancer were 41% (95% CI 1.11 to 1.78) and Asian patients with cancer were 66% (95% CI 1.11 to 2.49) more likely to visit a cardiologist than their noncancer counterparts. In conclusion, less than half of patients with cancer hospitalized for HF received recommended follow-up with a cardiologist, and significant race-related differences in cardiology follow-up exist. Future studies should investigate the reasons for these differences.
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Affiliation(s)
- Noel Higgason
- McGovern Medical School, University of Texas Health Science Center at Houston, Houston, Texas.
| | - Orysya Soroka
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Parag Goyal
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York, New York; Division of Cardiology, Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Syed S Mahmood
- Division of Cardiology, Department of Medicine, Weill Cornell Medicine, New York, New York
| | - Laura C Pinheiro
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York, New York; Department of Population Health Sciences, Weill Cornell Medicine, New York, New York
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8
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García-Pardo M, Chang A, Schmid S, Dong M, Brown MC, Christiani D, Tindel HA, Brennan P, Chen C, Zhang J, Ryan BM, Zaridze D, Schabath MB, Leal LF, Reis RM, Tardon A, Fernández-Tardon G, Shete SS, Andrew A, Brenner H, Xu W, Hung RJ, Liu G. Respiratory and Cardiometabolic Comorbidities and Stages I to III NSCLC Survival: A Pooled Analysis From the International Lung Cancer Consortium. J Thorac Oncol 2023; 18:313-323. [PMID: 36396063 PMCID: PMC10463560 DOI: 10.1016/j.jtho.2022.10.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Revised: 10/14/2022] [Accepted: 10/27/2022] [Indexed: 11/16/2022]
Abstract
INTRODUCTION We explored the association of respiratory and cardiometabolic comorbidities with NSCLC overall survival (OS) and lung cancer-specific survival (LCSS), by stage, in a large, multicontinent NSCLC pooled data set. METHODS On the basis of patients pooled from 11 International Lung Cancer Consortium studies with available respiratory and cardiometabolic comorbidity data, adjusted hazard ratios (aHRs) were estimated using Cox models for OS. LCSS was evaluated using competing risk Grey and Fine models and cumulative incidence functions. Logistic regression (adjusted OR [aOR]) was applied to assess factors associated with surgical resection. RESULTS OS analyses used patients with NSCLC with respiratory health or cardiometabolic health data (N = 16,354); a subset (n = 11,614) contributed to LCSS analyses. In stages I to IIIA NSCLC, patients with respiratory comorbidities had worse LCCS (stage IA aHR = 1.51, confidence interval [CI]: 1.17-1.95; stages IB-IIIA aHR = 1.20, CI: 1.06-1.036). In contrast, patients with stages I to IIIA NSCLC with cardiometabolic comorbidities had a higher risk of death from competing (non-NSCLC) causes (stage IA aHR = 1.34, CI: 1.12-1.69). The presence of respiratory comorbidities was inversely associated with having surgical resection (stage IA aOR = 0.54, CI: 0.35-0.83; stages IB-IIIA aOR = 0.57, CI: 0.46-0.70). CONCLUSIONS The presence of either cardiometabolic or respiratory comorbidities is associated with worse OS in stages I to III NSCLC. Patients with respiratory comorbidities were less likely to undergo surgery and had worse LCSS, whereas patients with cardiometabolic comorbidities had a higher risk of death from competing causes. As more treatment options for stages I to III NSCLC are introduced into the practice, accounting for cardiometabolic and respiratory comorbidities becomes essential in trial interpretation and clinical management.
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Affiliation(s)
- Miguel García-Pardo
- The Princess Margaret Cancer Centre and University Health Network, University of Toronto, Toronto, Ontario, Canada.
| | - Amy Chang
- The Princess Margaret Cancer Centre and University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Sabine Schmid
- Department of Medical Oncology, University Hospital Berne, Berne, Switzerland
| | - Mei Dong
- The Princess Margaret Cancer Centre and University Health Network, University of Toronto, Toronto, Ontario, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - M Catherine Brown
- The Princess Margaret Cancer Centre and University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - David Christiani
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Hilary Aurora Tindel
- Division of Internal Medicine & Public Health and Vanderbilt Ingram Cancer Center (VICC), Vanderbilt University Medical Centre, Nashville, Tennessee
| | - Paul Brennan
- International Agency for Research on Cancer, Lyon, France
| | - Chu Chen
- Program in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington
| | - Jie Zhang
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China
| | - Brid M Ryan
- Laboratory of Human Carcinogenesis, Centre for Cancer Research, National Institutes of Health, Bethesda, Maryland
| | - David Zaridze
- Russian N.N. Blokhin Cancer Research Centre, Moscow, Russia
| | - Matthew B Schabath
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida
| | - Leticia Ferro Leal
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil
| | - Rui Manuel Reis
- Molecular Oncology Research Center, Barretos Cancer Hospital, Barretos, Brazil; Life and Health Sciences Research Institute (ICVS), Medical School, University of Minho, Braga, Portugal; ICVS/3B's-PT Government Associate Laboratory, Braga, Portugal
| | - Adonina Tardon
- IUOPA, University of Oviedo and ISPA (Health Research Institute of the Principality of Asturias) and CIBERESP, Asturias, Spain
| | - Guillermo Fernández-Tardon
- IUOPA, University of Oviedo and ISPA (Health Research Institute of the Principality of Asturias) and CIBERESP, Asturias, Spain
| | - Sanjay S Shete
- The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Hermann Brenner
- German Cancer Research Center (DKFZ), Heidelberg, Germany; Network of Aging Research, Heidelberg University, Heidelberg, Germany
| | - Wei Xu
- The Princess Margaret Cancer Centre and University Health Network, University of Toronto, Toronto, Ontario, Canada; Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Rayjean J Hung
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada; Lunenfeld-Tanenbaum Research Institute, Sinai Health Systems, Toronto, Canada
| | - Geoffrey Liu
- The Princess Margaret Cancer Centre and University Health Network, University of Toronto, Toronto, Ontario, Canada.
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Donovan EK, Pond GR, Seow H, Ellis PM, Swaminath A. Cardiac Morbidity Following Chemoradiation in Stage III Non-small Cell Lung Cancer Patients: A Population-Based Cohort Study. Clin Oncol (R Coll Radiol) 2023; 35:e182-e188. [PMID: 36535850 DOI: 10.1016/j.clon.2022.11.019] [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: 03/01/2022] [Revised: 09/27/2022] [Accepted: 11/28/2022] [Indexed: 12/23/2022]
Abstract
AIMS To assess the risk of cardiac toxicity following radical radiotherapy in advanced lung cancer patients. MATERIALS AND METHODS Patients with a diagnosis of stage III non-small cell lung cancer (NSCLC) receiving chemoradiotherapy were extracted from a population-based cohort in Ontario, Canada. The primary outcome of cardiac toxicity, defined as cardiac events or congestive heart failure, was assessed at 1 and 5 years following chemoradiotherapy. Secondary outcomes included overall survival, survival in relationship to post-treatment cardiac events and the effect of radiotherapy technique on cardiac toxicity. RESULTS In total, 2031 NSCLC patients were included. The cumulative incidence of cardiac toxicity at 5 years was 20.3% (18.4-22.3). The median survival was 13.7 months in NSCLC patients who had a cardiac event post-chemoradiotherapy compared with 23.4 months in those who did not (P = 0.012). There was a trend towards increased cumulative cardiac toxicity (hazard ratio 3.37, P = 0.14) with three-dimensional conformal radiotherapy compared with intensity-modulated or volumetric arc radiotherapy techniques. CONCLUSION The risk of cardiac events and congestive heart failure 5 years after radical thoracic radiotherapy appears high and survival is inferior at 1 year in those patients who experience a cardiac event post-treatment. More conformal radiotherapy techniques may help reduce cardiac toxicity. Further studies should investigate adaptive treatment planning and close monitoring and intervention in this high-risk group after chemoradiotherapy.
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Affiliation(s)
- E K Donovan
- Department of Radiation Oncology, Escarpment Cancer Research Institute, Juravinski Cancer Center, McMaster University, Hamilton, Ontario, Canada
| | - G R Pond
- Department of Oncology, Escarpment Cancer Research Institute, Ontario Institute for Cancer Research, Juravinski Cancer Center, McMaster University, Hamilton, Ontario, Canada
| | - H Seow
- Department of Oncology, Escarpment Cancer Research Institute, Juravinski Cancer Center, McMaster University, Hamilton, Ontario, Canada
| | - P M Ellis
- Department of Medical Oncology, Escarpment Cancer Research Institute, Juravinski Cancer Center, McMaster University, Hamilton, Ontario, Canada
| | - A Swaminath
- Department of Radiation Oncology, Escarpment Cancer Research Institute, Juravinski Cancer Center, McMaster University, Hamilton, Ontario, Canada.
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10
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Ibrahim ESH, Sosa A, Brown SA, An D, Klawikowski S, Baker J, Bergom C. Myocardial Contractility Pattern Characterization in Radiation-Induced Cardiotoxicity Using Magnetic Resonance Imaging: A Pilot Study with ContractiX. Tomography 2022; 9:36-49. [PMID: 36648991 PMCID: PMC9844312 DOI: 10.3390/tomography9010004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 12/13/2022] [Accepted: 12/20/2022] [Indexed: 12/24/2022] Open
Abstract
Radiation therapy (RT) plays an integral role in treating thoracic cancers, despite the risk of radiation-induced cardiotoxicity. We hypothesize that our newly developed magnetic resonance imaging (MRI)-based contractility index (ContractiX) is a sensitive marker for early detection of RT-induced cardiotoxicity in a preclinical rat model of thoracic cancer RT. Adult salt-sensitive rats received image-guided heart RT and were imaged with MRI at 8 weeks and 10 weeks post-RT or sham. The MRI exam included cine and tagging sequences to measure left-ventricular ejection fraction (LVEF), mass, myocardial strain, and ContractiX. Furthermore, ventricular torsion, diastolic strain rate, and mechanical dyssynchrony were measured. Statistical analyses were performed between the sham, 8 weeks post-RT, and 10 weeks post-RT MRI parameters. The results showed that both LVEF and myocardial mass increased post-RT. Peak systolic strain and ContractiX significantly decreased post-RT, with a more relative reduction in ContractiX compared to strain. ContractiX showed an inverse nonlinear relationship with LVEF and continuously decreased with time post-RT. While early diastolic strain rate and mechanical dyssynchrony significantly changed post-RT, ventricular torsion changes were not significant post-RT. In conclusion, ContractiX measured via non-contrast MRI is a sensitive early marker for the detection of subclinical cardiac dysfunction post-RT, and it is superior to other MRI cardiac measures.
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Affiliation(s)
- El-Sayed H. Ibrahim
- Department of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Rd, Milwaukee, WI 53226, USA
- Correspondence:
| | - Antonio Sosa
- Department of Radiology, Medical College of Wisconsin, 8701 Watertown Plank Rd, Milwaukee, WI 53226, USA
| | - Sherry-Ann Brown
- Department of Medicine, Medical College of Wisconsin, 8701 Watertown Plank Rd, Milwaukee, WI 53226, USA
| | - Dayeong An
- Department of Biomedical Engineering, Marquette University, 1250 W Wisconsin Ave, Milwaukee, WI 53233, USA
| | - Slade Klawikowski
- Department of Radiation Oncology, Medical College of Wisconsin, 8701 Watertown Plank Rd, Milwaukee, WI 53226, USA
| | - John Baker
- Department of Surgery, Medical College of Wisconsin, 8701 Watertown Plank Rd, Milwaukee, WI 53226, USA
| | - Carmen Bergom
- Department of Radiation Oncology, Washington University, 1 Brookings Dr, St. Louis, MO 63130, USA
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11
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Herbach E, O'Rorke MA, Carnahan RM, McDowell BD, Allen B, Grumbach I, London B, Smith BJ, Spitz DR, Seaman A, Chrischilles EA. Cardiac Adverse Events Associated With Chemo-Radiation Versus Chemotherapy for Resectable Stage III Non-Small-Cell Lung Cancer: A Surveillance, Epidemiology and End Results-Medicare Study. J Am Heart Assoc 2022; 11:e027288. [PMID: 36453633 PMCID: PMC9851429 DOI: 10.1161/jaha.122.027288] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
Background We compared cardiac outcomes for surgery-eligible patients with stage III non-small-cell lung cancer treated adjuvantly or neoadjuvantly with chemotherapy versus chemo-radiation therapy in the Surveillance, Epidemiology and End Results-Medicare database. Methods and Results Patients were age 66+, had stage IIIA/B resectable non-small-cell lung cancer diagnosed between 2007 and 2015, and received adjuvant or neoadjuvant chemotherapy or chemo-radiation within 121 days of diagnosis. Patients having chemo-radiation and chemotherapy only were propensity-score matched and followed from day 121 to first cardiac outcome, noncardiac death, radiation initiation by patients who received chemotherapy only, fee-for-service enrollment interruption, or December 31, 2016. Cause-specific hazard ratios (HRs) and competing risks subdistribution HRs were estimated. The primary outcome was the first of these severe cardiac events: acute myocardial infarction, other hospitalized ischemic heart disease, hospitalized heart failure, percutaneous coronary intervention/coronary artery bypass graft, cardiac death, or urgent/inpatient care for pericardial disease, conduction abnormality, valve disorder, or ischemic heart disease. With median follow-up of 13 months, 70 of 682 patients who received chemo-radiation (10.26%) and 43 of 682 matched patients who received chemotherapy only (6.30%) developed a severe cardiac event (P=0.008) with median time to first event 5.45 months. Chemo-radiation increased the rate of severe cardiac events (cause-specific HR: 1.62 [95% CI, 1.11-2.37] and subdistribution HR: 1.41 [95% CI, 0.97-2.04]). Cancer severity appeared greater among patients who received chemo-radiation (noncardiac death cause-specific HR, 2.53 [95% CI, 1.93-3.33] and subdistribution HR, 2.52 [95% CI, 1.90-3.33]). Conclusions Adding radiation therapy to chemotherapy is associated with an increased risk of severe cardiac events among patients with resectable stage III non-small-cell lung cancer for whom survival benefit of radiation therapy is unclear.
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Affiliation(s)
- Emma Herbach
- Department of Epidemiology, College of Public HealthUniversity of IowaIowa CityIA
| | - Michael A. O'Rorke
- Department of Epidemiology, College of Public HealthUniversity of IowaIowa CityIA
- Holden Comprehensive Cancer CenterUniversity of IowaIowa CityIA
| | - Ryan M. Carnahan
- Department of Epidemiology, College of Public HealthUniversity of IowaIowa CityIA
| | | | - Bryan Allen
- Holden Comprehensive Cancer CenterUniversity of IowaIowa CityIA
- Department of Radiation Oncology, Carver College of MedicineUniversity of IowaIowa CityIA
| | - Isabella Grumbach
- Division of Cardiovascular Medicine, Department of Internal Medicine and Abboud Cardiovascular Research CenterUniversity of IowaIowa CityIA
- Department of Internal Medicine, Carver College of MedicineUniversity of IowaIowa CityIA
| | - Barry London
- Division of Cardiovascular Medicine, Department of Internal Medicine and Abboud Cardiovascular Research CenterUniversity of IowaIowa CityIA
- Department of Internal Medicine, Carver College of MedicineUniversity of IowaIowa CityIA
| | - Brian J. Smith
- Holden Comprehensive Cancer CenterUniversity of IowaIowa CityIA
- Department of Biostatistics, College of Public HealthUniversity of IowaIowa CityIA
| | - Douglas R. Spitz
- Holden Comprehensive Cancer CenterUniversity of IowaIowa CityIA
- Department of Radiation Oncology, Carver College of MedicineUniversity of IowaIowa CityIA
| | - Aaron Seaman
- Holden Comprehensive Cancer CenterUniversity of IowaIowa CityIA
- Department of Internal Medicine, Carver College of MedicineUniversity of IowaIowa CityIA
| | - Elizabeth A. Chrischilles
- Department of Epidemiology, College of Public HealthUniversity of IowaIowa CityIA
- Holden Comprehensive Cancer CenterUniversity of IowaIowa CityIA
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12
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Kobo O, Raisi-Estabragh Z, Gevaert S, Rana JS, Van Spall HGC, Roguin A, Petersen SE, Ky B, Mamas MA. Impact of cancer diagnosis on distribution and trends of cardiovascular hospitalizations in the USA between 2004 and 2017. EUROPEAN HEART JOURNAL. QUALITY OF CARE & CLINICAL OUTCOMES 2022; 8:787-797. [PMID: 35913736 PMCID: PMC9603542 DOI: 10.1093/ehjqcco/qcac045] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 07/25/2022] [Accepted: 07/28/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND AND AIMS There is limited data on temporal trends of cardiovascular hospitalizations and outcomes amongst cancer patients. We describe the distribution, trends of admissions, and in-hospital mortality associated with key cardiovascular diseases among cancer patients in the USA between 2004 and 2017. METHODS Using the Nationwide Inpatient Sample we, identified admissions with five cardiovascular diseases of interest: acute myocardial infarction (AMI), pulmonary embolism (PE), ischaemic stroke, heart failure, atrial fibrillation (AF) or atrial flutter, and intracranial haemorrhage. Patients were stratified by cancer status and type. We estimated crude annual rates of hospitalizations and annual in-hospital all-cause mortality rates. RESULTS From >42.5 million hospitalizations with a primary cardiovascular diagnosis, 1.9 million (4.5%) had a concurrent record of cancer. Between 2004 and 2017, cardiovascular admission rates increased by 23.2% in patients with cancer, whilst decreasing by 10.9% in patients without cancer. The admission rate increased among cancer patients across all admission causes and cancer types except prostate cancer. Patients with haematological (9.7-13.5), lung (7.4-8.9), and GI cancer (4.6-6.3) had the highest crude rates of cardiovascular hospitalizations per 100 000 US population. Heart failure was the most common reason for cardiovascular admission in patients across all cancer types, except GI cancer (crude admission rates of 13.6-16.6 per 100 000 US population for patients with cancer). CONCLUSIONS In contrast to declining trends in patients without cancer, primary cardiovascular admissions in patients with cancer is increasing. The highest admission rates are in patients with haematological cancer, and the most common cause of admission is heart failure.
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Affiliation(s)
- Ofer Kobo
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Keele, Newcastle ST5 5BG, UK
- Department of Cardiology, Hillel Yaffe Medical Center, Hadera 38100, Israel
| | - Zahra Raisi-Estabragh
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Centre for Advanced Cardiovascular Imaging, Queen Mary University London, ondon E1 4NS, UK
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, West Smithfield, London EC1A 7BE, UK
| | - Sofie Gevaert
- Department of Cardiology, Ghent University Hospital, Ghent University, 9000 Ghent, Belgium
| | - Jamal S Rana
- Department of Cardiology, Permanente Medical Group, Oakland, CA 94612, USA
- Department of Medicine, University of California San Francisco, San Francisco, CA 94143, USA
| | - Harriette G C Van Spall
- Department of Medicine, Department of Health Research Methods, Evidence, and Impact, Population Health Research Institute, Research Institute of St. Joe's, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - Ariel Roguin
- Department of Cardiology, Hillel Yaffe Medical Center, Hadera 38100, Israel
| | - Steffen E Petersen
- William Harvey Research Institute, NIHR Barts Biomedical Research Centre, Centre for Advanced Cardiovascular Imaging, Queen Mary University London, London E1 4NS, UK
- Barts Heart Centre, St Bartholomew's Hospital, Barts Health NHS Trust, West Smithfield, London EC1A 7BE, UK
- Health Data Research UK, London NW1 2BE, UK
- Alan Turing Institute, London NW1 2DB, UK
| | - Bonnie Ky
- Division of Cardiology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
- Abramson Cancer Center, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele University, Keele, Newcastle ST5 5BG, UK
- Institute of Population Health, University of Manchester, Manchester M13 9PL, UK
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13
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Dreyfuss AD, Velalopoulou A, Avgousti H, Bell BI, Verginadis II. Preclinical models of radiation-induced cardiac toxicity: Potential mechanisms and biomarkers. Front Oncol 2022; 12:920867. [PMID: 36313656 PMCID: PMC9596809 DOI: 10.3389/fonc.2022.920867] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 09/12/2022] [Indexed: 12/24/2022] Open
Abstract
Radiation therapy (RT) is an important modality in cancer treatment with >50% of cancer patients undergoing RT for curative or palliative intent. In patients with breast, lung, and esophageal cancer, as well as mediastinal malignancies, incidental RT dose to heart or vascular structures has been linked to the development of Radiation-Induced Heart Disease (RIHD) which manifests as ischemic heart disease, cardiomyopathy, cardiac dysfunction, and heart failure. Despite the remarkable progress in the delivery of radiotherapy treatment, off-target cardiac toxicities are unavoidable. One of the best-studied pathological consequences of incidental exposure of the heart to RT is collagen deposition and fibrosis, leading to the development of radiation-induced myocardial fibrosis (RIMF). However, the pathogenesis of RIMF is still largely unknown. Moreover, there are no available clinical approaches to reverse RIMF once it occurs and it continues to impair the quality of life of long-term cancer survivors. Hence, there is an increasing need for more clinically relevant preclinical models to elucidate the molecular and cellular mechanisms involved in the development of RIMF. This review offers an insight into the existing preclinical models to study RIHD and the suggested mechanisms of RIMF, as well as available multi-modality treatments and outcomes. Moreover, we summarize the valuable detection methods of RIHD/RIMF, and the clinical use of sensitive radiographic and circulating biomarkers.
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Affiliation(s)
| | | | | | | | - Ioannis I. Verginadis
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA, United States
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14
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Abravan A, Price G, Banfill K, Marchant T, Craddock M, Wood J, Aznar MC, McWilliam A, van Herk M, Faivre-Finn C. Role of Real-World Data in Assessing Cardiac Toxicity After Lung Cancer Radiotherapy. Front Oncol 2022; 12:934369. [PMID: 35928875 PMCID: PMC9344971 DOI: 10.3389/fonc.2022.934369] [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: 05/02/2022] [Accepted: 06/13/2022] [Indexed: 11/13/2022] Open
Abstract
Radiation-induced heart disease (RIHD) is a recent concern in patients with lung cancer after being treated with radiotherapy. Most of information we have in the field of cardiac toxicity comes from studies utilizing real-world data (RWD) as randomized controlled trials (RCTs) are generally not practical in this field. This article is a narrative review of the literature using RWD to study RIHD in patients with lung cancer following radiotherapy, summarizing heart dosimetric factors associated with outcome, strength, and limitations of the RWD studies, and how RWD can be used to assess a change to cardiac dose constraints.
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Affiliation(s)
- Azadeh Abravan
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Gareth Price
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Kathryn Banfill
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
| | - Tom Marchant
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Matthew Craddock
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Joe Wood
- Christie Medical Physics and Engineering, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Marianne C. Aznar
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Alan McWilliam
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Marcel van Herk
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
| | - Corinne Faivre-Finn
- Division of Cancer Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, United Kingdom
- Department of Radiotherapy Related Research, The Christie National Health Service (NHS) Foundation Trust, Manchester, United Kingdom
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15
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Pedersen LN, Khoobchandani M, Brenneman R, Mitchell JD, Bergom C. Radiation-Induced Cardiac Dysfunction: Optimizing Radiation Delivery and Postradiation Care. Heart Fail Clin 2022; 18:403-413. [PMID: 35718415 DOI: 10.1016/j.hfc.2022.02.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Radiation therapy (RT) is part of standard-of-care treatment of many thoracic cancers. More than 60% of patients receiving thoracic RT may eventually develop radiation-induced cardiac dysfunction (RICD) secondary to collateral heart dose. This article reviews factors contributing to a thoracic cancer patient's risk for RICD, including RT dose to the heart and/or cardiac substructures, other anticancer treatments, and a patient's cardiometabolic health. It is also discussed how automated tracking of these factors within electronic medical record environments may aid radiation oncologists and other treating physicians in their ability to prevent, detect, and/or treat RICD in this expanding patient population.
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Affiliation(s)
- Lauren N Pedersen
- Department of Radiation Oncology, Washington University School of Medicine, 4921 Parkview Place, St. Louis, MO 63110, USA
| | - Menka Khoobchandani
- Department of Radiation Oncology, Washington University School of Medicine, 4921 Parkview Place, St. Louis, MO 63110, USA
| | - Randall Brenneman
- Department of Radiation Oncology, Washington University School of Medicine, 4921 Parkview Place, St. Louis, MO 63110, USA; Alvin J. Siteman Center, Washington University in St. Louis, St Louis, MO, USA
| | - Joshua D Mitchell
- Cardio-Oncology Center of Excellence, Washington University in St. Louis, St Louis, MO, USA; Alvin J. Siteman Center, Washington University in St. Louis, St Louis, MO, USA; Division of Cardiology, Department of Medicine, Washington University in St. Louis, St Louis, MO, USA
| | - Carmen Bergom
- Department of Radiation Oncology, Washington University School of Medicine, 4921 Parkview Place, St. Louis, MO 63110, USA; Cardio-Oncology Center of Excellence, Washington University in St. Louis, St Louis, MO, USA; Alvin J. Siteman Center, Washington University in St. Louis, St Louis, MO, USA.
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16
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Momin S, Lei Y, McCall NS, Zhang J, Roper J, Harms J, Tian S, Lloyd MS, Liu T, Bradley JD, Higgins K, Yang X. Mutual enhancing learning-based automatic segmentation of CT cardiac substructure. Phys Med Biol 2022; 67. [PMID: 35447610 PMCID: PMC9148580 DOI: 10.1088/1361-6560/ac692d] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 04/21/2022] [Indexed: 11/12/2022]
Abstract
Abstract
Objective. Current segmentation practice for thoracic cancer RT considers the whole heart as a single organ despite increased risks of cardiac toxicities from irradiation of specific cardiac substructures. Segmenting up to 15 different cardiac substructures can be a very time-intensive process, especially due to their different volume sizes and anatomical variations amongst different patients. In this work, a new deep learning (DL)-based mutual enhancing strategy is introduced for accurate and automatic segmentation, especially of smaller substructures such as coronary arteries. Approach. Our proposed method consists of three subnetworks: retina U-net, classification module, and segmentation module. Retina U-net is used as a backbone network architecture that aims to learn deep features from the whole heart. Whole heart feature maps from retina U-net are then transferred to four different sets of classification modules to generate classification localization maps of coronary arteries, great vessels, chambers of the heart, and valves of the heart. Each classification module is in sync with its corresponding subsequent segmentation module in a bootstrapping manner, allowing them to share their encoding paths to generate a mutual enhancing strategy. We evaluated our method on three different datasets: institutional CT datasets (55 subjects) 2) publicly available Multi-Modality Whole Heart Segmentation (MM-WHS) challenge datasets (120 subjects), and Automated Cardiac Diagnosis Challenge (ACDC) datasets (100 subjects). For institutional datasets, we performed five-fold cross-validation on training data (45 subjects) and performed inference on separate hold-out data (10 subjects). For each subject, 15 cardiac substructures were manually contoured by a resident physician and evaluated by an attending radiation oncologist. For the MM-WHS dataset, we trained the network on 100 datasets and performed an inference on a separate hold-out dataset with 20 subjects, each with 7 cardiac substructures. For ACDC datasets, we performed five-fold cross-validation on 100 datasets, each with 3 cardiac substructures. We compared the proposed method against four different network architectures: 3D U-net, mask R-CNN, mask scoring R-CNN, and proposed network without classification module. Segmentation accuracies were statistically compared through dice similarity coefficient, Jaccard, 95% Hausdorff distance, mean surface distance, root mean square distance, center of mass distance, and volume difference. Main results. The proposed method generated cardiac substructure segmentations with significantly higher accuracy (P < 0.05) for small substructures, especially for coronary arteries such as left anterior descending artery (CA-LADA) and right coronary artery (CA-RCA) in comparison to four competing methods. For large substructures (i.e. chambers of the heart), our method yielded comparable results to mask scoring R-CNN method, resulting in significantly (P < 0.05) improved segmentation accuracy in comparison to 3D U-net and mask R-CNN. Significance. A new DL-based mutual enhancing strategy was introduced for automatic segmentation of cardiac substructures. Overall results of this work demonstrate the ability of the proposed method to improve segmentation accuracies of smaller substructures such as coronary arteries without largely compromising the segmentation accuracies of larger substructures. Fast and accurate segmentations of up to 15 substructures can possibly be used as a tool to rapidly generate substructure segmentations followed by physicians’ reviews to improve clinical workflow.
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17
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Lee S, Noh OK. Optimal positive lymph node ratio showing the benefit of postoperative radiotherapy in pathologic N2 non-small cell lung cancer: an exploratory study using the Surveillance, Epidemiology, and End Results data. Radiat Oncol J 2022; 40:37-44. [PMID: 35368199 PMCID: PMC8984134 DOI: 10.3857/roj.2021.00969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 12/22/2021] [Indexed: 11/03/2022] Open
Affiliation(s)
- Shiho Lee
- Department of Radiation Oncology, Ajou University School of Medicine, Suwon, Korea
- Correspondence: Shiho Lee Department of Radiation Oncology, Ajou University School of Medicine, 206 World cup-ro, Yeongtong-gu, Suwon 16499, Korea. Tel: +82-10-8358-7119 E-mail:
| | - O Kyu Noh
- Department of Radiation Oncology, Ajou University School of Medicine, Suwon, Korea
- Department of Biomedical Informatics, Ajou University School of Medicine, Suwon, Korea
- Office of Biostatistics, Ajou Research Institute for Innovative Medicine, Ajou University Medical Center, Suwon, Korea
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18
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Tohidinezhad F, Pennetta F, van Loon J, Dekker A, de Ruysscher D, Traverso A. Prediction models for treatment-induced cardiac toxicity in patients with non-small-cell lung cancer: A systematic review and meta-analysis. Clin Transl Radiat Oncol 2022; 33:134-144. [PMID: 35243024 PMCID: PMC8881199 DOI: 10.1016/j.ctro.2022.02.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 02/17/2022] [Indexed: 12/20/2022] Open
Affiliation(s)
| | | | | | | | | | - Alberto Traverso
- Corresponding author at: Department of Radiation Oncology (Maastro Clinic), School for Oncology and Developmental Biology (GROW), Maastricht University Medical Center, Doctor Tanslaan 12, 6229 ET Maastricht, Netherlands.
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19
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Kovács MG, Kovács ZZA, Varga Z, Szűcs G, Freiwan M, Farkas K, Kővári B, Cserni G, Kriston A, Kovács F, Horváth P, Földesi I, Csont T, Kahán Z, Sárközy M. Investigation of the Antihypertrophic and Antifibrotic Effects of Losartan in a Rat Model of Radiation-Induced Heart Disease. Int J Mol Sci 2021; 22:12963. [PMID: 34884782 PMCID: PMC8657420 DOI: 10.3390/ijms222312963] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 11/25/2021] [Accepted: 11/26/2021] [Indexed: 12/27/2022] Open
Abstract
Radiation-induced heart disease (RIHD) is a potential late side-effect of thoracic radiotherapy resulting in left ventricular hypertrophy (LVH) and fibrosis due to a complex pathomechanism leading to heart failure. Angiotensin-II receptor blockers (ARBs), including losartan, are frequently used to control heart failure of various etiologies. Preclinical evidence is lacking on the anti-remodeling effects of ARBs in RIHD, while the results of clinical studies are controversial. We aimed at investigating the effects of losartan in a rat model of RIHD. Male Sprague-Dawley rats were studied in three groups: (1) control, (2) radiotherapy (RT) only, (3) RT treated with losartan (per os 10 mg/kg/day), and were followed for 1, 3, or 15 weeks. At 15 weeks post-irradiation, losartan alleviated the echocardiographic and histological signs of LVH and fibrosis and reduced the overexpression of chymase, connective tissue growth factor, and transforming growth factor-beta in the myocardium measured by qPCR; likewise, the level of the SMAD2/3 protein determined by Western blot decreased. In both RT groups, the pro-survival phospho-AKT/AKT and the phospho-ERK1,2/ERK1,2 ratios were increased at week 15. The antiremodeling effects of losartan seem to be associated with the repression of chymase and several elements of the TGF-β/SMAD signaling pathway in our RIHD model.
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Affiliation(s)
- Mónika Gabriella Kovács
- Interdisciplinary Center of Excellence and MEDICS Research Group, Department of Biochemistry, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (M.G.K.); (Z.Z.A.K.); (G.S.); (M.F.)
| | - Zsuzsanna Z. A. Kovács
- Interdisciplinary Center of Excellence and MEDICS Research Group, Department of Biochemistry, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (M.G.K.); (Z.Z.A.K.); (G.S.); (M.F.)
| | - Zoltán Varga
- Department of Oncotherapy, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (Z.V.); (Z.K.)
| | - Gergő Szűcs
- Interdisciplinary Center of Excellence and MEDICS Research Group, Department of Biochemistry, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (M.G.K.); (Z.Z.A.K.); (G.S.); (M.F.)
| | - Marah Freiwan
- Interdisciplinary Center of Excellence and MEDICS Research Group, Department of Biochemistry, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (M.G.K.); (Z.Z.A.K.); (G.S.); (M.F.)
| | - Katalin Farkas
- Department of Laboratory Medicine, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (K.F.); (I.F.)
| | - Bence Kővári
- Department of Pathology, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (B.K.); (G.C.)
| | - Gábor Cserni
- Department of Pathology, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (B.K.); (G.C.)
| | - András Kriston
- Synthetic and Systems Biology Unit, Biological Research Centre, Eötvös Loránd Research Network, H-6726 Szeged, Hungary; (A.K.); (F.K.); (P.H.)
- Single-Cell Technologies Ltd., H-6726 Szeged, Hungary
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, FIN-00014 Helsinki, Finland
| | - Ferenc Kovács
- Synthetic and Systems Biology Unit, Biological Research Centre, Eötvös Loránd Research Network, H-6726 Szeged, Hungary; (A.K.); (F.K.); (P.H.)
- Single-Cell Technologies Ltd., H-6726 Szeged, Hungary
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, FIN-00014 Helsinki, Finland
| | - Péter Horváth
- Synthetic and Systems Biology Unit, Biological Research Centre, Eötvös Loránd Research Network, H-6726 Szeged, Hungary; (A.K.); (F.K.); (P.H.)
- Single-Cell Technologies Ltd., H-6726 Szeged, Hungary
- Institute for Molecular Medicine Finland (FIMM), University of Helsinki, FIN-00014 Helsinki, Finland
| | - Imre Földesi
- Department of Laboratory Medicine, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (K.F.); (I.F.)
| | - Tamás Csont
- Interdisciplinary Center of Excellence and MEDICS Research Group, Department of Biochemistry, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (M.G.K.); (Z.Z.A.K.); (G.S.); (M.F.)
| | - Zsuzsanna Kahán
- Department of Oncotherapy, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (Z.V.); (Z.K.)
| | - Márta Sárközy
- Interdisciplinary Center of Excellence and MEDICS Research Group, Department of Biochemistry, Albert Szent-Györgyi Medical School, University of Szeged, H-6720 Szeged, Hungary; (M.G.K.); (Z.Z.A.K.); (G.S.); (M.F.)
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Wang Z, Guo F, Li J, Sun D. Safety and efficacy of lobectomy combined with off-pump coronary artery bypass grafting for lung cancer. J Thorac Dis 2021; 13:4438-4447. [PMID: 34422370 PMCID: PMC8339769 DOI: 10.21037/jtd-21-788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 06/17/2021] [Indexed: 12/24/2022]
Abstract
Background This study sought to assess the safety and efficacy of a lobectomy combined with off-pump coronary artery bypass grafting (OPCABG) among patients with lung cancer. Methods Patients who underwent a simultaneous pulmonary lobectomy combined with OPCABG at Tianjin Chest Hospital from December 2010 to June 2019 and patients who underwent pulmonary lobectomy during the same period were selected at a ratio of 1:2 using a multi-factor propensity score for this study. The clinical data of each group during the operation and perioperative period were analyzed and compared, and the survival curves were drawn using the Kaplan-Meier method to compare the long-term survival of the patients. Results In the simultaneous-surgery group, no patients required a secondary thoracotomy for hemostasis and there were no perioperative deaths; however, 2 patients underwent a second intubation, 2 patients underwent a second debridement and suturing due to wound infection, 28 patients (76.3%) had pulmonary complications, and 10 patients (26.3%) had circulatory complications. The operation time, intraoperative blood loss, postoperative drainage volume, postoperative hospital stay, and complication rate were all higher in the simultaneous-surgery group than the lobectomy group. No significant difference was observed in the long-term survival rates between the 2 groups. Conclusions The simultaneous surgery was safe and effective. Some differences existed in the data between the 2 groups during the perioperative period; however, the risk of complications after surgery was controllable.
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Affiliation(s)
- Zheng Wang
- Department of Graduate School, Tianjin Medical University, Tianjin, China.,Department of Thoracic Surgery, Tianjin Chest Hospital, Tianjin, China
| | - Fan Guo
- Department of Graduate School, Tianjin Medical University, Tianjin, China.,Department of Thoracic Surgery, Tianjin Chest Hospital, Tianjin, China
| | - Jiuzhen Li
- Department of Graduate School, Tianjin Medical University, Tianjin, China.,Department of Thoracic Surgery, Tianjin Chest Hospital, Tianjin, China
| | - Daqiang Sun
- Department of Thoracic Surgery, Tianjin Chest Hospital, Tianjin, China
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21
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Sun X, Men Y, Wang J, Bao Y, Yang X, Zhao M, Sun S, Yuan M, Ma Z, Hui Z. Risk of cardiac-related mortality in stage IIIA-N2 non-small cell lung cancer: Analysis of the Surveillance, Epidemiology, and End Results (SEER) database. Thorac Cancer 2021; 12:1358-1365. [PMID: 33728811 PMCID: PMC8088942 DOI: 10.1111/1759-7714.13908] [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: 01/19/2021] [Revised: 02/09/2021] [Accepted: 02/09/2021] [Indexed: 02/06/2023] Open
Abstract
Background In this study, we aimed to investigate the association between postoperative radiotherapy (PORT) and cardiac‐related mortality in patients with stage IIIA‐N2 non‐small cell lung cancer (NSCLC) using the Surveillance, Epidemiology, and End Results (SEER) database. Methods The United States (US) population based on the SEER database was searched for cardiac‐related mortality among patients with stage IIIA‐N2 NSCLC. Cardiac‐related mortality was compared between the PORT and Non‐PORT groups. Accounting for mortality from other causes, Fine and Gray's test compared cumulative incidences of cardiac‐related mortality between both groups. Univariate and multivariate analysis were performed using the competing risk model. Results From 1988 to 2016, 7290 patients met the inclusion criteria: 3386 patients were treated with PORT and 3904 patients with Non‐PORT. The five‐year overall incidence of cardiac‐related mortality was 3.01% in the PORT group and 3.26% in the Non‐PORT group. Older age, male sex, squamous cell lung cancer, earlier year of diagnosis and earlier T stage were independent adverse factors for cardiac‐related mortality. However, PORT use was not associated with an increase in the hazard for cardiac‐related mortality (subdistribution hazard ratio [SHR] = 0.99, 95% confidence interval [CI]: 0.78–1.24, p = 0.91). When evaluating cardiac‐related mortality in each time period, the overall incidence of cardiac‐related mortality was decreased over time. There were no statistically significant differences based on PORT use in all time periods. Conclusions With a median follow‐up of 25 months, no significant differences were found in cardiac‐related mortality between the PORT and Non‐PORT groups in stage IIIA‐N2 NSCLC patients.
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Affiliation(s)
- Xin Sun
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yu Men
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of VIP Medical Services, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianyang Wang
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yongxing Bao
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xu Yang
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Maoyuan Zhao
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shuang Sun
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Meng Yuan
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zeliang Ma
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhouguang Hui
- Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of VIP Medical Services, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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22
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Changes on myocardial perfusion scintigraphy and contrast-enhanced cardiac magnetic resonance imaging after definitive radiotherapy in patients with lung cancer. JOURNAL OF RADIOTHERAPY IN PRACTICE 2021. [DOI: 10.1017/s1460396921000091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Abstract
Aim:
To determine whether myocardial perfusion scintigraphy (MPS) changes in lung cancer patients treated with radiotherapy (RT) were detectable with late gadolinium enhancement cardiac magnetic resonance imaging (LGE CMR).
Materials and methods:
Twenty-one patients with lung cancer were evaluated pre-RT and at 2 and 6 months post-RT follow-up (FU) with MPS and LGE CMR. MPS changes in the left ventricle (LV) were analysed using the semi-quantitative summed rest score method (20 segments) and the Bull’s-eye-view technique. The LGE CMR studies were analysed for visual signs of myocardial damage (fibrosis), that is, focal LGE in the LV and cardiac function parameters.
Results:
MPS changes were detected in 7/20 patients at 2 months FU and in 8/13 patients at 6 months FU. Only one patient had a new irreversible defect judged to be caused by direct irradiation. MPS changes in two cases were deemed to be caused by attenuation. All new MPS defects were minor and no corresponding myocardial damage, or any functional changes, were evident on LGE CMR.
Findings:
The extent of MPS changes at 6 months FU appeared less prominent than in previous reports. No visual signs or functional changes corresponding to myocardial damage were detected on LGE CMR. A risk for false-positive MPS changes caused by attenuation is evident.
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Pathomechanisms and therapeutic opportunities in radiation-induced heart disease: from bench to bedside. Clin Res Cardiol 2021; 110:507-531. [PMID: 33591377 PMCID: PMC8055626 DOI: 10.1007/s00392-021-01809-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 01/16/2021] [Indexed: 12/14/2022]
Abstract
Cancer management has undergone significant improvements, which led to increased long-term survival rates among cancer patients. Radiotherapy (RT) has an important role in the treatment of thoracic tumors, including breast, lung, and esophageal cancer, or Hodgkin's lymphoma. RT aims to kill tumor cells; however, it may have deleterious side effects on the surrounding normal tissues. The syndrome of unwanted cardiovascular adverse effects of thoracic RT is termed radiation-induced heart disease (RIHD), and the risk of developing RIHD is a critical concern in current oncology practice. Premature ischemic heart disease, cardiomyopathy, heart failure, valve abnormalities, and electrical conduct defects are common forms of RIHD. The underlying mechanisms of RIHD are still not entirely clear, and specific therapeutic interventions are missing. In this review, we focus on the molecular pathomechanisms of acute and chronic RIHD and propose preventive measures and possible pharmacological strategies to minimize the burden of RIHD.
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Sun JY, Zhang ZY, Qu Q, Wang N, Zhang YM, Miao LF, Wang J, Wu LD, Liu Y, Zhang CY, Wang RX. Cardiovascular disease-specific mortality in 270,618 patients with non-small cell lung cancer. Int J Cardiol 2021; 330:186-193. [PMID: 33581175 DOI: 10.1016/j.ijcard.2021.02.025] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 01/22/2021] [Accepted: 02/08/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND This study aimed to investigate the trend of cardiovascular disease (CVD)-specific mortality in patients with non-small cell lung cancer (NSCLC) and identify prognostic factors for CVD-specific death in stage NSCLC patients. METHODS In this study, 270,618 NSCLC patients were collected from the Surveillance, Epidemiology, and End Results database. CVD- and NSCLC-specific cumulative mortality and proportion of death were calculated and graphically displayed to describe the probability of specific endpoints. Prognostic factors for CVD-specific mortality were evaluated by cause-specific hazard ratios (HR) with 95% confidence intervals (CI) using the competing risk model with non-cardiovascular death as competing risks. RESULTS Among all competing causes of death, lung cancer resulted in the highest cumulative mortality, followed by CVDs and other causes. In the proportion of cause-specific death, heart diseases accounted for approximately 5.3% of the total death, only secondary to primary cancer. In all three stages, higher age, squamous cell carcinoma, and no-or-unknown chemotherapy and/or radiotherapy were associated with a higher risk of CVD-specific death, while surgery treatment seemed to be a protective factor. Female gender was statistically related to CVD-specific death in stage I and III patients with HRs of 0.84 (0.78-0.91) and 0.84 (0.77-0.93), respectively. Interestingly, right-sided laterality was correlated with lower CVD-specific mortality with HR of 0.82 (0.74-0.90) in stage III. CONCLUSIONS This study illustrated the historical trend of CVD-specific death in NSCLC patients and assesses potential prognostic risk factors, highlighting the involvement of cardio-oncology teams in cancer treatment to provide optimal comprehensive care and long-term surveillance for cancer patients.
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Affiliation(s)
- Jin-Yu Sun
- Department of Cardiology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, China; The First Clinical Medical College of Nanjing Medical University, Nanjing, Jiangsu 210029, China
| | - Zhen-Ye Zhang
- Department of Cardiology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, China
| | - Qiang Qu
- Department of Cardiology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, China; The First Clinical Medical College of Nanjing Medical University, Nanjing, Jiangsu 210029, China
| | - Ning Wang
- Department of Cardiology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, China
| | - Yu-Min Zhang
- Department of Cardiology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, China
| | - Ling-Feng Miao
- Department of Cardiology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, China
| | - Ji Wang
- The First Clinical Medical College of Nanjing Medical University, Nanjing, Jiangsu 210029, China
| | - Li-Da Wu
- Department of Cardiology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, China
| | - Ying Liu
- Department of Cardiology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, China
| | - Chang-Ying Zhang
- Department of Cardiology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, China.
| | - Ru-Xing Wang
- Department of Cardiology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi 214023, China.
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Jiang KT, Huang DZ. The risks and trends of cardiac-specific mortality associated with chemotherapy or radiotherapy in a large cohort of non-elderly patients with non-small cell lung cancer. Transl Cancer Res 2021; 10:842-853. [PMID: 35116414 PMCID: PMC8799130 DOI: 10.21037/tcr-20-2981] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Accepted: 12/12/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Anticancer treatment-related heart events is a major concern. However, the frequent occurrence time of cardiac death and the association between cardiac-specific mortality (CSM) and various lung lobes among non-elderly non-small cell lung cancer (NSCLC) patients after chemotherapy or radiotherapy (RT) are uncertain. METHODS Data of patients aged 20-59 years and diagnosed with NSCLC during 1975-2014 were extracted from the Surveillance, Epidemiology and End Results (SEER) database. We divided them into four groups: no chemotherapy or RT, chemotherapy-only, RT-only and chemoradiation therapy (CRT). The Fine and Gray model was applied to evaluate the risks; the cumulative curves of CSM were established by Gray's test. Furthermore, the forest graphs delineated the hazards of different tumor subsites to CSM as the survival time prolonged. Eventually, we analyzed and elucidated the tendency of CSM decade by decade. RESULTS We identified 121,302 patients and 3,423 died of heart diseases. In chemotherapy-only group, age, sex, race, marital status and surgery were significantly correlated to CSM while the subsite location of tumor was the key risk among RT-only patients. The hazard ratio (HR) of CSM was greatest in 2-5 years after RT (P=0.008, HR =2.30). CSMs of chemotherapy (P=0.130, HR =2.480) and CRT (P=0.028, HR =2.600) peaked in 1985-1994 and decreased sharply hereafter, whereas the CSMs of RT-only declined over time. CONCLUSIONS The risks of CSM after chemotherapy were similar to the common hazards of heart diseases; tumor in the left-lower lobe was a remarkable risk for patients receiving RT-only and the frequent occurrence of cardiac death was from the second year after RT. The CSMs of chemotherapy and CRT culminated in 1985-1994 and then descended; it declined all the time in RT-only group.
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Affiliation(s)
- Kai-Ting Jiang
- National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- Department of Thoracic Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
| | - Ding-Zhi Huang
- National Clinical Research Center for Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
- Department of Thoracic Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin, China
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Atkins KM, Chaunzwa TL, Lamba N, Bitterman DS, Rawal B, Bredfeldt J, Williams CL, Kozono DE, Baldini EH, Nohria A, Hoffmann U, Aerts HJWL, Mak RH. Association of Left Anterior Descending Coronary Artery Radiation Dose With Major Adverse Cardiac Events and Mortality in Patients With Non-Small Cell Lung Cancer. JAMA Oncol 2021; 7:206-219. [PMID: 33331883 PMCID: PMC7747040 DOI: 10.1001/jamaoncol.2020.6332] [Citation(s) in RCA: 97] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Accepted: 09/01/2020] [Indexed: 12/25/2022]
Abstract
IMPORTANCE Radiotherapy accelerates coronary heart disease (CHD), but the dose to critical cardiac substructures has not been systematically studied in lung cancer. OBJECTIVE To examine independent cardiac substructure radiotherapy factors for major adverse cardiac events (MACE) and all-cause mortality in patients with locally advanced non-small cell lung cancer (NSCLC). DESIGN, SETTING, AND PARTICIPANTS A retrospective cohort analysis of 701 patients with locally advanced NSCLC treated with thoracic radiotherapy at Harvard University-affiliated hospitals between December 1, 2003, and January 27, 2014, was performed. Data analysis was conducted between January 12, 2019, and July 22, 2020. Cardiac substructures were manually delineated. Radiotherapy dose parameters (mean, maximum, and the volume [V, percentage] receiving a specific Gray [Gy] dose in 5-Gy increments) were calculated. Receiver operating curve and cut-point analyses estimating MACE (unstable angina, heart failure hospitalization or urgent visit, myocardial infarction, coronary revascularization, and cardiac death) were performed. Fine and Gray and Cox regressions were adjusted for preexisting CHD and other prognostic factors. MAIN OUTCOMES AND MEASURES MACE and all-cause mortality. RESULTS Of the 701 patients included in the analysis, 356 were men (50.8%). The median age was 65 years (interquartile range, 57-73 years). The optimal cut points for substructure and radiotherapy doses (highest C-index value) were left anterior descending (LAD) coronary artery V15 Gy greater than or equal to 10% (0.64), left circumflex coronary artery V15 Gy greater than or equal to 14% (0.64), left ventricle V15 Gy greater than or equal to 1% (0.64), and mean total coronary artery dose greater than or equal to 7 Gy (0.62). Adjusting for baseline CHD status and other prognostic factors, an LAD coronary artery V15 Gy greater than or equal to 10% was associated with increased risk of MACE (adjusted hazard ratio, 13.90; 95% CI, 1.23-157.21; P = .03) and all-cause mortality (adjusted hazard ratio, 1.58; 95% CI, 1.09-2.29; P = .02). Among patients without CHD, associations with increased 1-year MACE were noted for LAD coronary artery V15 Gy greater than or equal to 10% (4.9% vs 0%), left circumflex coronary artery V15 Gy greater than or equal to 14% (5.2% vs 0.7%), left ventricle V15 Gy greater than or equal to 1% (5.0% vs 0.4%), and mean total coronary artery dose greater than or equal to 7 Gy (4.8% vs 0%) (all P ≤ .001), but only a left ventricle V15 Gy greater than or equal to 1% increased the risk among patients with CHD (8.4% vs 4.1%; P = .046). Among patients without CHD, 2-year all-cause mortality was increased with an LAD coronary artery V15 Gy greater than or equal to 10% (51.2% vs 42.2%; P = .009) and mean total coronary artery dose greater than or equal to 7 Gy (53.2% vs 40.0%; P = .01). CONCLUSIONS AND RELEVANCE The findings of this cohort study suggest that optimal cardiac dose constraints may differ based on preexisting CHD. Although the LAD coronary artery V15 Gy greater than or equal to 10% appeared to be an independent estimator of the probability of MACE and all-cause mortality, particularly in patients without CHD, left ventricle V15 Gy greater than or equal to 1% appeared to confer an increased risk of MACE among patients with CHD. These constraints are worthy of further study because there is a need for improved cardiac risk stratification and aggressive risk mitigation strategies.
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Affiliation(s)
- Katelyn M. Atkins
- Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, California
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
| | - Tafadzwa L. Chaunzwa
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
| | - Nayan Lamba
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
| | - Danielle S. Bitterman
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
| | - Bhupendra Rawal
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Jeremy Bredfeldt
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
| | - Christopher L. Williams
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
| | - David E. Kozono
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
| | - Elizabeth H. Baldini
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
| | - Anju Nohria
- Department of Cardiovascular Medicine, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
| | - Udo Hoffmann
- Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Hugo J. W. L. Aerts
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
- Department of Radiology, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
| | - Raymond H. Mak
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women’s Hospital, Boston, Massachusetts
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Pelizzari G, Cortiula F, Giavarra M, Bartoletti M, Lisanti C, Buoro V, Cattaneo M, Rossetto C, Rizzato S, Puglisi F, Macerelli M, Fasola G, Follador A. Platinum-Based Chemotherapy in Older Patients with Non-Small Cell Lung Cancer: What to Expect in the Real World. Drugs Aging 2020; 37:677-689. [PMID: 32681401 DOI: 10.1007/s40266-020-00785-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND The role of platinum-based chemotherapy (PBC) for the treatment of older patients with non-small cell lung cancer (NSCLC) is still a matter of debate, despite the advent of immunotherapy. OBJECTIVE The aim of the study was to identify factors associated with first-line PBC prescription and, secondly, to evaluate the impact of first-line PBC on survival, treatment intensity, risk of hospitalization, and subsequent treatments. PATIENTS AND METHODS We reviewed a consecutive series of 474 older patients (age ≥ 70 years) diagnosed with stage IIIB-IV NSCLC at the Department of Oncology, University Hospital of Udine, Italy from January 2009 to March 2017. RESULTS Overall, 198 patients were deemed eligible, and 65.2% received a PBC. At multivariate analysis, older age was the only factor associated with PBC prescription. In the whole cohort, 46 patients (23.2%) were hospitalized for chemotherapy-related toxicity. Both PBC prescription (odds ratio [OR] 2.23, 95% confidence interval [CI] 1.02-4.87, p = 0.04) and tumor burden (OR 2.39, 95% CI 1.07-5.32, p = 0.03) emerged as independent risk factors for hospitalization. Moving to significant predictors of patterns of care, Eastern Cooperative Oncology Group (ECOG) performance status > 0 was associated with greater risk of first-line failure (OR 2.20, 95% CI 1.15-4.20, p = 0.02), while bone metastases (OR 0.29, 95% CI 0.12-0.69, p = 0.005) and a Charlson Comorbidity Index score ≥ 3 (OR 0.40, 95% CI 0.19-0.84, p = 0.016) independently predicted lower probability of receiving second-line therapy. Remarkably, PBC did not significantly impact overall survival (hazard ratio [HR] 0.83, 95% CI 0.61-1.14, p = 0.24) and progression-free survival (HR 0.95, 95% CI 0.70-1.28, p = 0.73) compared to single-agent chemotherapy (SAC). However, according to an exploratory landmark analysis, patients who received four cycles of treatment or maintenance therapy experienced prolonged overall survival, regardless of PBC use. CONCLUSIONS This study evaluated the real-world use of PBC in older patients with NSCLC, offering an insight into the determinants of its prescription and the pattern of care of these patients. Of note, PBC use was associated with a higher likelihood of hospitalization for chemotherapy-related toxicity, with no benefit on survival compared to SAC.
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Affiliation(s)
- Giacomo Pelizzari
- Department of Medicine (DAME), University of Udine, 33100, Udine, Italy. .,Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy.
| | - Francesco Cortiula
- Department of Medicine (DAME), University of Udine, 33100, Udine, Italy.,Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy
| | - Marco Giavarra
- Department of Medicine (DAME), University of Udine, 33100, Udine, Italy.,Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy
| | - Michele Bartoletti
- Department of Medicine (DAME), University of Udine, 33100, Udine, Italy.,Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy
| | - Camilla Lisanti
- Department of Medicine (DAME), University of Udine, 33100, Udine, Italy.,Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy
| | - Vanessa Buoro
- Department of Medicine (DAME), University of Udine, 33100, Udine, Italy.,Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy
| | - Monica Cattaneo
- Department of Medicine (DAME), University of Udine, 33100, Udine, Italy.,Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy
| | - Ciro Rossetto
- Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy
| | - Simona Rizzato
- Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy
| | - Fabio Puglisi
- Department of Medicine (DAME), University of Udine, 33100, Udine, Italy.,Dipartimento Di Oncologia Medica, Oncologia Medica E Prevenzione Oncologica, Centro Di Riferimento Oncologico Di Aviano (CRO), IRCCS, 33081, Aviano, Italy
| | - Marianna Macerelli
- Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy
| | - Gianpiero Fasola
- Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy
| | - Alessandro Follador
- Department of Oncology, Santa Maria Della Misericordia Hospital (ASUFC), 33100, Udine, Italy
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Arellano EA, Díaz VD, Rodríguez JJC. Current status and future directions in unresectable stage III non-small cell lung cancer. J Clin Transl Res 2020; 6:109-120. [PMID: 33521371 PMCID: PMC7837736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Revised: 09/10/2020] [Accepted: 10/09/2020] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Patients with unresectable stage III non-small-cell lung cancer constitute a heterogeneous group in which the available treatments may range from radical therapies with radio-chemotherapy to supportive treatments depending on the extent of the disease and comorbidities present. For years the standard treatment based on the combination of chemotherapy and radiotherapy (RT) has remained unchanged and survival outcomes have been poor. AIM Recent advances in molecular biology and RT technology have resulted in improved survival. This article reviews the treatments that constitute current standard treatment in unresectable advanced lung cancer and the situations and indications for the management of patients who are not candidates for radical therapy. RELEVANCE FOR PATIENTS Although unresectable lung cancer does not have a good prognosis, new drugs and new technologies in radiation oncology can offer treatment options adapted to the patient's clinical situation, ranging from therapies administered with radical intent to others aimed mainly at improving the patient's quality of life, which, judiciously chosen, will provide optimal management of the patient.
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Affiliation(s)
| | - Verónica Díaz Díaz
- 2Department of Radiation Oncology, Universitary Hospital Puerta del Mar, Cádiz, Spain
| | - Joaquín José Cabrera Rodríguez
- 3Department of Radiation Oncology, Universitary Hospital of Badajoz, Badajoz, Spain,
Corresponding author Joaquín José Cabrera Rodríguez Department of Radiation Oncology, Universitary Hospital of Badajoz, 06080, Badajoz, Spain Tel.: +34 924 218100 (48542); Fax: +34 924 219871
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Morris ED, Aldridge K, Ghanem AI, Zhu S, Glide-Hurst CK. Incorporating sensitive cardiac substructure sparing into radiation therapy planning. J Appl Clin Med Phys 2020; 21:195-204. [PMID: 33073454 PMCID: PMC7701109 DOI: 10.1002/acm2.13037] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 08/25/2020] [Accepted: 09/01/2020] [Indexed: 12/25/2022] Open
Abstract
PURPOSE Rising evidence suggests that cardiac substructures are highly radiosensitive. However, they are not routinely considered in treatment planning as they are not readily visualized on treatment planning CTs (TPCTs). This work integrated the soft tissue contrast provided by low-field MRIs acquired on an MR-linac via image registration to further enable cardiac substructure sparing on TPCTs. METHODS Sixteen upper thoracic patients treated at various breathing states (7 end-exhalation, 7 end-inhalation, 2 free-breathing) on a 0.35T MR-linac were retrospectively evaluated. A hybrid MR/CT atlas and a deep learning three-dimensional (3D) U-Net propagated 13 substructures to TPCTs. Radiation oncologists revised contours using registered MRIs. Clinical treatment plans were re-optimized and evaluated for beam arrangement modifications to reduce substructure doses. Dosimetric assessment included mean and maximum (0.03cc) dose, left ventricular volume receiving 5Gy (LV-V5), and other clinical endpoints. As metrics of plan complexity, total MU and treatment time were evaluated between approaches. RESULTS Cardiac sparing plans reduced the mean heart dose (mean reduction 0.7 ± 0.6, range 0.1 to 2.5 Gy). Re-optimized plans reduced left anterior descending artery (LADA) mean and LADA0.03cc (0.0-63.9% and 0.0 to 17.3 Gy, respectively). LV0.03cc was reduced by >1.5 Gy for 10 patients while 6 cases had large reductions (>7%) in LV-V5. Left atrial mean dose was equivalent/reduced in all sparing plans (mean reduction 0.9 ± 1.2 Gy). The left main coronary artery was better spared in all cases for mean dose and D0.03cc . One patient exhibited >10 Gy reduction in D0.03cc to four substructures. There was no statistical difference in treatment time and MU, or clinical endpoints to the planning target volume, lung, esophagus, or spinal cord after re-optimization. Four patients benefited from new beam arrangements, leading to further dose reductions. CONCLUSIONS By introducing 0.35T MRIs acquired on an MR-linac to verify cardiac substructure segmentations for CT-based treatment planning, an opportunity was presented for more effective sparing with limited increase in plan complexity. Validation in a larger cohort with appropriate margins offers potential to reduce radiation-related cardiotoxicities.
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Affiliation(s)
- Eric D Morris
- Department of Radiation Oncology, University of California - Los Angeles, Los Angeles, CA, USA
| | - Kate Aldridge
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, MI, USA
| | - Ahmed I Ghanem
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, MI, USA.,Alexandria Clinical Oncology Department, Alexandria University, Alexandria, Egypt
| | - Simeng Zhu
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, MI, USA
| | - Carri K Glide-Hurst
- Department of Human Oncology, University of Wisconsin - Madison, Madison, WI, USA
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30
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Pan L, Lei D, Wang W, Luo Y, Wang D. Heart dose linked with cardiac events and overall survival in lung cancer radiotherapy: A meta-analysis. Medicine (Baltimore) 2020; 99:e21964. [PMID: 32957314 PMCID: PMC7505339 DOI: 10.1097/md.0000000000021964] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND The aim of this study was to investigate the link between heart dose and overall survival, the link between heart dose and cardiac events and whether radiation-induced heart diseases were associated with overall survival in lung cancer radiotherapy. METHODS We performed a literature search by using Pubmed, Embase, China National Knowledge Infrastructure (CNKI) databases. Pairs of reviewers independently screened literature according to the inclusion criteria, extracted data, assessed methodological quality, and publication bias. The primary end points included overall survival and cardiac events. I was calculated in a heterogeneity assessment. Publication bias was evaluated by using Begg funnel plot and Egger test. RESULTS Ten studies including 1 randomized controlled trial, 3 post hoc analysis of prospective trials, and 6 cohort studies were identified. The meta-analysis showed that heart volume receiving ≥5 Gy (HV5) (hazard ratio [HR] = 1.01; 95% confidence interval [CI]: 1.00-1.01), heart volume receiving ≥30 Gy (HV30) (HR = 1.01; 95% CI: 1.00-1.02), heart volume receiving ≥50 Gy (HV50) (HR = 1.05; 95%CI: 1.00-1.10), and mean heart dose (MHD) (HR = 1.01; 95%CI:1.00-1.02) all were associated with worse overall survival. In addition, the MHD (HR = 1.03; 95% CI: 1.02-1.05), HV5 (HR = 1.02; 95% CI: 1.01-1.03), and HV30 (HR = 1.02; 95% CI: 1.01-1.03) were significantly associated with all grade cardiac events. Meanwhile, compared with those who did not receive radiotherapy, the radiotherapy group experienced a significantly increased risk for cardiac-specific mortality (HR = 1.297; 95% CI: 1.213-1.387). However, the results did not show that cardiac events were associated with overall survival in lung cancer radiotherapy (HR = 1.472; 95% CI: 0.988-2.193). CONCLUSION Exposure of the heart to radiation increased the risk of cardiac events during radiotherapy for lung cancer. Meanwhile, heart dose including HV5 and HV30 were predictors of overall survival in lung cancer radiotherapy. It is necessary to constrain the heart dose when perform thoracic radiation therapy to decrease the incidence of cardiac events and improve the overall survival.
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Affiliation(s)
- Li Pan
- The people's Hospital of Rongchang District
| | - Dengshun Lei
- Chongqing Rongchang Maternal and Child Health Hospital, Chongqing, China
| | | | - Yanqiu Luo
- The people's Hospital of Rongchang District
| | - Dan Wang
- The people's Hospital of Rongchang District
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Ibrahim ESH, Baruah D, Budde M, Rubenstein J, Frei A, Schlaak R, Gore E, Bergom C. Optimized cardiac functional MRI of small-animal models of cancer radiation therapy. Magn Reson Imaging 2020; 73:130-137. [PMID: 32866598 DOI: 10.1016/j.mri.2020.08.020] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 07/23/2020] [Accepted: 08/20/2020] [Indexed: 01/27/2023]
Abstract
Cardiac MRI of small animal models of cancer radiation therapy (RT) is a valuable tool for studying the effect of RT on the heart. However, standard cardiac MRI exams require long scanning times, which is challenging for sick animals that may not survive extended periods of imaging under anesthesia. The purpose of this study is to develop an optimized, fast MRI exam for comprehensive cardiac functional imaging of small-animal models of cancer RT. Ten adult female rats (2 non-irradiated and 8 irradiated) were scanned using the developed exam. Optimal imaging parameters were determined, which minimized scanning time while ensuring measurement accuracy and avoiding imaging artifacts. This optimized, fast MRI exam lasted for 30 min, which was tolerated by all animals. EF was normal in all imaged rats, although it was significantly increased in the irradiated rats, which also showed ventricular hypertrophy. However, myocardial strain was significantly reduced in the irradiated rats. In conclusion, a fast MRI exam has been developed for comprehensive cardiac functional imaging of rats in 30 min, with optimized imaging parameters to ensure accurate measurements and tolerance by irradiated rats. The generated strain measurements provide an early marker of regional cardiac dysfunction before global function is affected.
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Affiliation(s)
- El-Sayed H Ibrahim
- Medical College of Wisconsin, 8701 W Watertown Plank Rd, Milwaukee, WI 53226, USA.
| | - Dhiraj Baruah
- Medical College of Wisconsin, 8701 W Watertown Plank Rd, Milwaukee, WI 53226, USA.
| | - Matthew Budde
- Medical College of Wisconsin, 8701 W Watertown Plank Rd, Milwaukee, WI 53226, USA.
| | - Jason Rubenstein
- Medical College of Wisconsin, 8701 W Watertown Plank Rd, Milwaukee, WI 53226, USA.
| | - Anne Frei
- Medical College of Wisconsin, 8701 W Watertown Plank Rd, Milwaukee, WI 53226, USA.
| | - Rachel Schlaak
- Medical College of Wisconsin, 8701 W Watertown Plank Rd, Milwaukee, WI 53226, USA.
| | - Elizabeth Gore
- Medical College of Wisconsin, 8701 W Watertown Plank Rd, Milwaukee, WI 53226, USA.
| | - Carmen Bergom
- Medical College of Wisconsin, 8701 W Watertown Plank Rd, Milwaukee, WI 53226, USA; Washington University School of Medicine, 4511 Forest Park Ave, St. Louis, MI 63108, USA..
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Battisti NML, Liposits G, De Glas NA, Gomes F, Baldini C, Mohile S. Systemic Therapy of Common Tumours in Older Patients: Challenges and Opportunities. A Young International Society of Geriatric Oncology Review Paper. Curr Oncol Rep 2020; 22:98. [PMID: 32725503 DOI: 10.1007/s11912-020-00958-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
PURPOSE OF REVIEW Decision-making for systemic treatments in older patients with cancer is difficult because of concerns for decreased organ function, risk of toxicity, limited life expectancy due to comorbidities and the lack of evidence available to guide its management in this population. Here, we review the data on the role of systemic agents for the treatment of common malignancies in this age group. RECENT FINDINGS Evidence on the use of systemic treatments for older patients with cancer is increasing, especially for newer options including immune checkpoint inhibitors and targeted agents that provide comparable benefit in older and younger patients. Nonetheless, the risks for short- and long-term toxicities need to be considered. More research is warranted and represents a unique opportunity to increase the knowledge on cancer treatment for older adults. Healthy, older individuals should be considered for standard systemic treatment options, whereas those at risk based on geriatric assessments require adjusted plans. Geriatric assessments are key for decision-making.
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Affiliation(s)
- Nicolò Matteo Luca Battisti
- Department of Medicine, The Royal Marsden NHS Foundation Trust, Downs Road, Sutton, London, SM2 5PT, UK. .,Breast Cancer Research Division, The Institute of Cancer Research, 15 Cotswold Road, Sutton, London, SM2 5NG, UK.
| | - Gabor Liposits
- Department of Oncology, Regional Hospital West Jutland, Gl Landevej 61, 7400, Herning, Denmark
| | - Nienke Aafke De Glas
- Department of Medical Oncology, Leiden University Medical Center, Albinusdreef 2, 2333, Leiden, ZA, Netherlands
| | - Fabio Gomes
- Medical Oncology, The Christie NHS Foundation Trust, Wilmslow Road, Manchester, M20 4BX, UK
| | - Capucine Baldini
- Drug Development Department, Institut Gustave Roussy, Gustave Roussy Cancer Campus, 114 Rue Edouard Vaillant, 94800, Villejuif, France
| | - Supriya Mohile
- Division of Hematology/Oncology, James P. Wilmot Cancer Institute, University of Rochester Medical Center, 601 Elmwood Ave # 704, Rochester, NY, 14642, USA
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Liu X, Fatyga M, Schild SE, Li J. Detecting spatial susceptibility to cardiac toxicity of radiation therapy for lung cancer. ACTA ACUST UNITED AC 2020; 10:243-250. [PMID: 33506164 DOI: 10.1080/24725579.2020.1795012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Radiation therapy (RT) is a commonly used approach for treating lung cancer. Because the lungs are close to the heart, radiation dose may inevitably spill to the heart, causing heart damage and diminishing treatment outcomes. There is an urgent need to better understand how treatment outcomes are affected by radiation dose spilled to the heart in order to optimize RT planning. However, despite the fact that dose distribution on the heart is 3-D, most existing research collapses the 3-D dose map into a 1-D histogram to be linked with outcomes. This ignores the spatial information. We propose a novel method that automatically searches for subregions of the heart that are susceptible to radiation toxicity, called Toxicity-Susceptible Subregions (TSSs), based on the 3-D dose distribution. We apply the proposed method to a real-world dataset and find TSSs that harbor the sinoatrial node of the electronic conduction system of the heart. Damage of the sinoatrial node by radiation toxicity disrupts the crucial function of the heart, leading to shortening of the overall survival. Our finding suggests that protective strategies may be developed to spare the TSSs, and thus helping RT planning achieve optimal results in treating lung cancer patients.
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Affiliation(s)
- Xiaonan Liu
- Industrial Engineering, Arizona State University, Tempe, AZ, USA
| | - Mirek Fatyga
- Radiation Oncology, Mayo Clinic Arizona, Phoenix, AZ, USA
| | | | - Jing Li
- Industrial Engineering, Arizona State University, Tempe, AZ, USA
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Ricco A, Slade A, Canada JM, Grizzard J, Dana F, Rezai Gharai L, Neiderer K, Vera A, Abbate A, Weiss E. Cardiac MRI utilizing late gadolinium enhancement (LGE) and T1 mapping in the detection of radiation induced heart disease. CARDIO-ONCOLOGY 2020; 6:6. [PMID: 32626602 PMCID: PMC7329507 DOI: 10.1186/s40959-020-00061-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/03/2020] [Accepted: 06/21/2020] [Indexed: 12/18/2022]
Abstract
Background and purpose Radiotherapy has been associated with late dose-dependent cardiovascular toxicity. In this cross-sectional pilot study, radiation dose distributions were correlated with areas of localized and diffuse myocardial fibrosis as measured by novel cardiac MRI (CMR) sequences including late gadolinium enhancement (LGE) and T1 mapping with the goal to identify early markers of myocardial damage. Materials and methods Twenty-eight patients with chest tumors including lung, breast, esophagus, and lymphoma underwent CMR per study protocol on average 46.4 months (range 1.7–344.5) after radiotherapy. Patients without pretreatment cardiac history were included if the volume of heart receiving 5 Gy or more was at least 10% (V5Gy ≥ 10%). The association of LGE with cardiac dosimetric factors, clinical factors (e.g., tumor type, smoking history, BMI), and T1 values was analyzed. Results Cardiac maximum (Dmax) and mean dose (Dmean) equivalent to doses delivered in 2 Gy fractions (EQD2) were on average 50.9 Gy (range 6.2–108.0) and 8.2 Gy (range 1.0–35.7), respectively, compared to 60.8 Gy (40.8–108.0) and 6.8 Gy (1.8–21.8) among the 9 patients with LGE. Doses were not different between patients with and without LGE (p = 0.16 and 0.56, respectively). The average T1 value of the left ventricle myocardium was 1009 ms (range 933–1117). No significant correlation was seen for heart Dmax and Dmean and T1 values (p = 0.14 and 0.58, respectively). In addition, no significant association between clinical factors and the development of LGE was identified. Conclusions No relation between cardiac doses, the presence of LGE or T1 values was observed. Further study is needed to determine the benefit of CMR for detecting radiotherapy-related myocardial fibrosis.
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Affiliation(s)
- Anthony Ricco
- Department of Radiation Oncology, Virginia Commonwealth University Health System, 401 College Street, Richmond, VA 23298 USA
| | - Alexander Slade
- Department of Radiation Oncology, Virginia Commonwealth University Health System, 401 College Street, Richmond, VA 23298 USA
| | - Justin M Canada
- Department of Cardiology, Virginia Commonwealth University Health System, Richmond, VA USA.,Department of Kinesiology & Health Sciences, Virginia Commonwealth University Health System, Richmond, VA USA
| | - John Grizzard
- Department of Radiology, Virginia Commonwealth University Health System, Richmond, VA USA
| | - Franklin Dana
- Department of Radiology, Virginia Commonwealth University Health System, Richmond, VA USA
| | - Leila Rezai Gharai
- Department of Radiology, Virginia Commonwealth University Health System, Richmond, VA USA
| | - Keith Neiderer
- Department of Radiation Oncology, Virginia Commonwealth University Health System, 401 College Street, Richmond, VA 23298 USA
| | - Armando Vera
- Department of Radiation Oncology, Virginia Commonwealth University Health System, 401 College Street, Richmond, VA 23298 USA
| | - Antonio Abbate
- Department of Cardiology, Virginia Commonwealth University Health System, Richmond, VA USA
| | - Elisabeth Weiss
- Department of Radiation Oncology, Virginia Commonwealth University Health System, 401 College Street, Richmond, VA 23298 USA
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35
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Atkins KM, Rawal B, Chaunzwa TL, Lamba N, Bitterman DS, Williams CL, Kozono DE, Baldini EH, Chen AB, Nguyen PL, D'Amico AV, Nohria A, Hoffmann U, Aerts HJWL, Mak RH. Cardiac Radiation Dose, Cardiac Disease, and Mortality in Patients With Lung Cancer. J Am Coll Cardiol 2020; 73:2976-2987. [PMID: 31196455 DOI: 10.1016/j.jacc.2019.03.500] [Citation(s) in RCA: 164] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Revised: 03/19/2019] [Accepted: 03/20/2019] [Indexed: 12/25/2022]
Abstract
BACKGROUND Radiotherapy-associated cardiac toxicity studies in patients with locally advanced non-small cell lung cancer (NSCLC) have been limited by small sample size and nonvalidated cardiac endpoints. OBJECTIVES The purpose of this analysis was to ascertain whether cardiac radiation dose is a predictor of major adverse cardiac events (MACE) and all-cause mortality (ACM). METHODS This retrospective analysis included 748 consecutive locally advanced NSCLC patients treated with thoracic radiotherapy. Fine and Gray and Cox regressions were used to identify predictors for MACE and ACM, adjusting for lung cancer and cardiovascular prognostic factors, including pre-existing coronary heart disease (CHD). RESULTS After a median follow-up of 20.4 months, 77 patients developed ≥1 MACE (2-year cumulative incidence, 5.8%; 95% confidence interval [CI]: 4.3% to 7.7%), and 533 died. Mean radiation dose delivered to the heart (mean heart dose) was associated with a significantly increased risk of MACE (adjusted hazard ratio [HR]: 1.05/Gy; 95% CI: 1.02 to 1.08/Gy; p < 0.001) and ACM (adjusted HR: 1.02/Gy; 95% CI: 1.00 to 1.03/Gy; p = 0.007). Mean heart dose (≥10 Gy vs. <10 Gy) was associated with a significantly increased risk of ACM in CHD-negative patients (178 vs. 118 deaths; HR: 1.34; 95% CI: 1.06 to 1.69; p = 0.014) with 2-year estimates of 52.2% (95% CI: 46.1% to 58.5%) versus 40.0% (95% CI: 33.5% to 47.4%); but not among CHD-positive patients (112 vs. 82 deaths; HR: 0.94; 95% CI: 0.70 to 1.25; p = 0.66) with 2-year estimates of 54.6% (95% CI: 46.8% to 62.7%) versus 50.8% (95% CI: 41.5% to 60.9%), respectively (p for interaction = 0.028). CONCLUSIONS Despite the competing risk of cancer-specific death in locally advanced NSCLC patients, cardiac radiation dose exposure is a modifiable cardiac risk factor for MACE and ACM, supporting the need for early recognition and treatment of cardiovascular events and more stringent avoidance of high cardiac radiotherapy dose.
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Affiliation(s)
- Katelyn M Atkins
- Harvard Radiation Oncology Program, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Bhupendra Rawal
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts
| | - Tafadzwa L Chaunzwa
- Yale School of Medicine, New Haven, Connecticut; Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Nayan Lamba
- Harvard Medical School, Boston, Massachusetts
| | - Danielle S Bitterman
- Harvard Radiation Oncology Program, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Christopher L Williams
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - David E Kozono
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Elizabeth H Baldini
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Aileen B Chen
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Paul L Nguyen
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Anthony V D'Amico
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Anju Nohria
- Department of Cardiovascular Medicine, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Udo Hoffmann
- Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Hugo J W L Aerts
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts; Department of Radiology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts
| | - Raymond H Mak
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, Massachusetts.
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Yang J, Veeraraghavan H, van Elmpt W, Dekker A, Gooding M, Sharp G. CT images with expert manual contours of thoracic cancer for benchmarking auto-segmentation accuracy. Med Phys 2020; 47:3250-3255. [PMID: 32128809 DOI: 10.1002/mp.14107] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 02/17/2020] [Accepted: 02/22/2020] [Indexed: 12/16/2022] Open
Abstract
PURPOSE Automatic segmentation offers many benefits for radiotherapy treatment planning; however, the lack of publicly available benchmark datasets limits the clinical use of automatic segmentation. In this work, we present a well-curated computed tomography (CT) dataset of high-quality manually drawn contours from patients with thoracic cancer that can be used to evaluate the accuracy of thoracic normal tissue auto-segmentation systems. ACQUISITION AND VALIDATION METHODS Computed tomography scans of 60 patients undergoing treatment simulation for thoracic radiotherapy were acquired from three institutions: MD Anderson Cancer Center, Memorial Sloan Kettering Cancer Center, and the MAASTRO clinic. Each institution provided CT scans from 20 patients, including mean intensity projection four-dimensional CT (4D CT), exhale phase (4D CT), or free-breathing CT scans depending on their clinical practice. All CT scans covered the entire thoracic region with a 50-cm field of view and slice spacing of 1, 2.5, or 3 mm. Manual contours of left/right lungs, esophagus, heart, and spinal cord were retrieved from the clinical treatment plans. These contours were checked for quality and edited if necessary to ensure adherence to RTOG 1106 contouring guidelines. DATA FORMAT AND USAGE NOTES The CT images and RTSTRUCT files are available in DICOM format. The regions of interest were named according to the nomenclature recommended by American Association of Physicists in Medicine Task Group 263 as Lung_L, Lung_R, Esophagus, Heart, and SpinalCord. This dataset is available on The Cancer Imaging Archive (funded by the National Cancer Institute) under Lung CT Segmentation Challenge 2017 (http://doi.org/10.7937/K9/TCIA.2017.3r3fvz08). POTENTIAL APPLICATIONS This dataset provides CT scans with well-delineated manually drawn contours from patients with thoracic cancer that can be used to evaluate auto-segmentation systems. Additional anatomies could be supplied in the future to enhance the existing library of contours.
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Affiliation(s)
- Jinzhong Yang
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Harini Veeraraghavan
- Department of Medical Physics, Memorial Sloan Kettering Cancer Centre, New York, NY, USA
| | - Wouter van Elmpt
- Department of Radiation Oncology (MAASTRO), GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Andre Dekker
- Department of Radiation Oncology (MAASTRO), GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | | | - Greg Sharp
- Department of Radiation Oncology, Massachusetts General Hospital, Boston, MA, USA
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Morris ED, Ghanem AI, Dong M, Pantelic MV, Walker EM, Glide-Hurst CK. Cardiac substructure segmentation with deep learning for improved cardiac sparing. Med Phys 2020; 47:576-586. [PMID: 31794054 PMCID: PMC7282198 DOI: 10.1002/mp.13940] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 10/31/2019] [Accepted: 11/26/2019] [Indexed: 12/13/2022] Open
Abstract
PURPOSE Radiation dose to cardiac substructures is related to radiation-induced heart disease. However, substructures are not considered in radiation therapy planning (RTP) due to poor visualization on CT. Therefore, we developed a novel deep learning (DL) pipeline leveraging MRI's soft tissue contrast coupled with CT for state-of-the-art cardiac substructure segmentation requiring a single, non-contrast CT input. MATERIALS/METHODS Thirty-two left-sided whole-breast cancer patients underwent cardiac T2 MRI and CT-simulation. A rigid cardiac-confined MR/CT registration enabled ground truth delineations of 12 substructures (chambers, great vessels (GVs), coronary arteries (CAs), etc.). Paired MRI/CT data (25 patients) were placed into separate image channels to train a three-dimensional (3D) neural network using the entire 3D image. Deep supervision and a Dice-weighted multi-class loss function were applied. Results were assessed pre/post augmentation and post-processing (3D conditional random field (CRF)). Results for 11 test CTs (seven unique patients) were compared to ground truth and a multi-atlas method (MA) via Dice similarity coefficient (DSC), mean distance to agreement (MDA), and Wilcoxon signed-ranks tests. Three physicians evaluated clinical acceptance via consensus scoring (5-point scale). RESULTS The model stabilized in ~19 h (200 epochs, training error <0.001). Augmentation and CRF increased DSC 5.0 ± 7.9% and 1.2 ± 2.5%, across substructures, respectively. DL provided accurate segmentations for chambers (DSC = 0.88 ± 0.03), GVs (DSC = 0.85 ± 0.03), and pulmonary veins (DSC = 0.77 ± 0.04). Combined DSC for CAs was 0.50 ± 0.14. MDA across substructures was <2.0 mm (GV MDA = 1.24 ± 0.31 mm). No substructures had statistical volume differences (P > 0.05) to ground truth. In four cases, DL yielded left main CA contours, whereas MA segmentation failed, and provided improved consensus scores in 44/60 comparisons to MA. DL provided clinically acceptable segmentations for all graded patients for 3/4 chambers. DL contour generation took ~14 s per patient. CONCLUSIONS These promising results suggest DL poses major efficiency and accuracy gains for cardiac substructure segmentation offering high potential for rapid implementation into RTP for improved cardiac sparing.
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Affiliation(s)
- Eric D. Morris
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, MI, USA
- Department of Radiation Oncology, Wayne State University School of Medicine, Detroit, MI, USA
| | - Ahmed I. Ghanem
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, MI, USA
- Department of Clinical Oncology, Alexandria University, Alexandria, Egypt
| | - Ming Dong
- Department of Computer Science, Wayne State University, Detroit, MI, USA
| | - Milan V. Pantelic
- Department of Radiology, Henry Ford Cancer Institute, Detroit, MI, USA
| | - Eleanor M. Walker
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, MI, USA
| | - Carri K. Glide-Hurst
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, MI, USA
- Department of Radiation Oncology, Wayne State University School of Medicine, Detroit, MI, USA
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Chan ST, Ruan D, Shaverdian N, Raghavan G, Cao M, Lee P. Effect of Radiation Doses to the Heart on Survival for Stereotactic Ablative Radiotherapy for Early-stage Non-Small-cell Lung Cancer: An Artificial Neural Network Approach. Clin Lung Cancer 2019; 21:136-144.e1. [PMID: 31932217 DOI: 10.1016/j.cllc.2019.10.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 09/22/2019] [Accepted: 10/14/2019] [Indexed: 12/31/2022]
Abstract
INTRODUCTION The cardiac radiation dose is an important predictor of cardiac toxicity and overall survival (OS) for patients with locally advanced non-small-cell lung cancer (NSCLC). However, radiation-induced cardiac toxicity among patients with early-stage NSCLC who have undergone stereotactic ablative radiotherapy (SABR) has been less well-characterized. Our objective was to assess the associations between cardiac radiation dosimetry and OS in patients with early-stage NSCLC undergoing SABR. MATERIALS AND METHODS From 2009 to 2014, 153 patients with early-stage NSCLC had undergone SABR at a single institution. The maximum dose, mean dose, V10Gy, V25Gy, and V50Gy to 15 cardiac substructures and the whole heart were analyzed for their association with OS using the Kaplan-Meier method. An artificial neural network (ANN) analysis was performed to modulate confounding behaviors of dosimetric variables to predict for OS. RESULTS A total of 112 patients were included in the present analysis. The right ventricle (RV) V10Gy most negatively predicted for OS, such that patients who had received a RV V10Gy dose < 4% had significantly longer OS than patients who had received a RV V10Gy does > 4% (5.3 years vs. 2.4 years). On ANN analysis, 74 input features, including cardiac dosimetry parameters, predicted for survival with a test accuracy of 64.7%. A repeat ANN analysis using dosimetry to dose neutral structure confirmed the predictive power of cardiac dosimetry. CONCLUSION Cardiac dosimetry to subvolumes of the heart was associated with decreased OS in patients with early-stage NSCLC undergoing SABR. These data support the importance of minimizing the radiation dose to cardiac substructures. Further prioritizing the heart as an organ at risk might be warranted. Additionally, cardiac follow-up should be considered.
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Affiliation(s)
- Shawna T Chan
- Department of Radiation Oncology, University of California, Los Angeles, School of Medicine, Los Angeles, CA; University of California, Irvine, School of Medicine, Irvine, CA
| | - Dan Ruan
- Department of Radiation Oncology, University of California, Los Angeles, School of Medicine, Los Angeles, CA
| | - Narek Shaverdian
- Department of Radiation Oncology, University of California, Los Angeles, School of Medicine, Los Angeles, CA; Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Govind Raghavan
- Department of Radiation Oncology, University of California, Los Angeles, School of Medicine, Los Angeles, CA
| | - Minsong Cao
- Department of Radiation Oncology, University of California, Los Angeles, School of Medicine, Los Angeles, CA
| | - Percy Lee
- Department of Radiation Oncology, University of California, Los Angeles, School of Medicine, Los Angeles, CA; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA; Department of Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX.
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Wang H, Wei J, Zheng Q, Meng L, Xin Y, Yin X, Jiang X. Radiation-induced heart disease: a review of classification, mechanism and prevention. Int J Biol Sci 2019; 15:2128-2138. [PMID: 31592122 PMCID: PMC6775290 DOI: 10.7150/ijbs.35460] [Citation(s) in RCA: 116] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Accepted: 06/19/2019] [Indexed: 12/13/2022] Open
Abstract
With the increasing incidence of thoracic tumors, radiation therapy (RT) has become an important component of comprehensive treatment. RT improves survival in many cancers, but it involves some inevitable complications. Radiation-induced heart disease (RIHD) is one of the most serious complications. RIHD comprises a spectrum of heart disease including cardiomyopathy, pericarditis, coronary artery disease, valvular heart disease and conduction system abnormalities. There are numerous clinical manifestations of RIHD, such as chest pain, palpitation, and dyspnea, even without obvious symptoms. Based on previous studies, the pathogenesis of RIHD is related to the production and effects of various cytokines caused by endothelial injury, inflammatory response, and oxidative stress (OS). Therefore, it is of great importance for clinicians to identify the mechanism and propose interventions for the prevention of RIHD.
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Affiliation(s)
- Heru Wang
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun, 130021, China.,Department of Cardiology, The First Hospital of Jilin University, Changchun, 130021, China
| | - Jinlong Wei
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun, 130021, China
| | - Qingshuang Zheng
- Department of Cardiology, The First Hospital of Jilin University, Changchun, 130021, China
| | - Lingbin Meng
- Department of Internal Medicine, Florida Hospital, Orlando, FL 32804,USA
| | - Ying Xin
- Key Laboratory of Pathobiology, Ministry of Education, Jilin University, Changchun 130021, China
| | - Xia Yin
- Department of Cardiology, The First Hospital of Jilin University, Changchun, 130021, China
| | - Xin Jiang
- Department of Radiation Oncology, The First Hospital of Jilin University, Changchun, 130021, China
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Lee CC, Chua GWY, Zheng H, Soon YY, Foo LL, Thiagarajan A, Yap SP, Siow TR, Ng WL, Chua KLM, Yip C, Chia BSH, Ng YY, Master Z, Tan PW, Tan YI, Leong YF, Loria JFE, Vellayappan B, Koh WY, Leong CN, Tey JCS, Tham IWK, Fong KW. Are heart doses associated with survival in patients with non-small cell lung cancer who received post-operative thoracic radiotherapy?: A national population-based study. Medicine (Baltimore) 2019; 98:e17020. [PMID: 31464961 PMCID: PMC6736475 DOI: 10.1097/md.0000000000017020] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
The aim of this retrospective national cohort study is to assess the association between various radiation heart dosimetric parameters (RHDPs), acute myocardial infarct (AMI) and overall survival (OS) outcomes in non-small cell lung cancer (NSCLC) patients treated with post-operative thoracic radiotherapy (PORT) using contemporary radiation techniques.We identified patients with stage I to III NSCLC treated with PORT at the 2 national cancer institutions from 2007 to 2014. We linked their electronic medical records to the national AMI and death registries. Univariable Cox regression was performed to assess the association between various RHDPs, AMI, and OS.We included 43 eligible patients with median follow-up of 36.6 months. Median age was 64 years. Majority of the patients had pathological stage III disease (72%). Median prescription dose was 60Gy. Median mean heart dose (MHD) was 9.4Gy. There were no AMI events. The 5-year OS was 34%. Univariable Cox regression showed that age was significantly associated with OS (hazard ratio, 1.06; 95% confidence interval, 1.01 to 1.10; P = .008). Radiation heart doses, including MHD, volume of heart receiving at least 5, 25, 30, 40, 50Gy and dose to 30% of heart volume, were not significantly associated with OS.There is insufficient evidence to conclude that RHDPs are associated with OS for patients with NSCLC treated with PORT in this study. Studies with larger sample size and longer term follow-up are needed to assess AMI outcome.
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Affiliation(s)
- Chia Ching Lee
- Department of Radiation Oncology, National University Cancer Institute, Singapore, National University Hospital
| | | | - Huili Zheng
- National Registry of Disease Office, Research & Surveillance Division, Health Promotion Board, Singapore
| | - Yu Yang Soon
- Department of Radiation Oncology, National University Cancer Institute, Singapore, National University Hospital
| | - Ling Li Foo
- National Registry of Disease Office, Research & Surveillance Division, Health Promotion Board, Singapore
| | | | - Swee Peng Yap
- Department of Radiation Oncology, National Cancer Centre
| | - Tian Rui Siow
- Department of Radiation Oncology, National Cancer Centre
| | - Wee Loon Ng
- Department of Radiation Oncology, National Cancer Centre
| | | | - Connie Yip
- Department of Radiation Oncology, National Cancer Centre
| | | | - Yan Yee Ng
- Department of Radiation Oncology, National Cancer Centre
| | - Zubin Master
- Department of Radiation Oncology, National Cancer Centre
| | - Poh Wee Tan
- Department of Radiation Oncology, National University Cancer Institute, Singapore, National University Hospital
| | - Yun Inn Tan
- Department of Radiation Oncology, National University Cancer Institute, Singapore, National University Hospital
| | - Yuh Fun Leong
- Department of Radiation Oncology, National University Cancer Institute, Singapore, National University Hospital
| | - Joan Faith Evacula Loria
- Department of Radiation Oncology, National University Cancer Institute, Singapore, National University Hospital
| | - Balamurugan Vellayappan
- Department of Radiation Oncology, National University Cancer Institute, Singapore, National University Hospital
| | - Wee Yao Koh
- Department of Radiation Oncology, National University Cancer Institute, Singapore, National University Hospital
| | - Cheng Nang Leong
- Department of Radiation Oncology, National University Cancer Institute, Singapore, National University Hospital
| | - Jeremy Chee Seong Tey
- Department of Radiation Oncology, National University Cancer Institute, Singapore, National University Hospital
| | - Ivan Weng Keong Tham
- Department of Radiation Oncology, National University Cancer Institute, Singapore, National University Hospital
| | - Kam Weng Fong
- Department of Radiation Oncology, National Cancer Centre
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Is the Importance of Heart Dose Overstated in the Treatment of Non-Small Cell Lung Cancer? A Systematic Review of the Literature. Int J Radiat Oncol Biol Phys 2019; 104:582-589. [PMID: 30630029 DOI: 10.1016/j.ijrobp.2018.12.044] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Revised: 12/12/2018] [Accepted: 12/15/2018] [Indexed: 12/25/2022]
Abstract
PURPOSE Some recent studies have suggested a relationship between cardiac dose and mortality in non-small cell lung cancer (NSCLC), but others have reported conflicting data. The goal of this study was to conduct a systematic review and meta-analysis to provide an evidence-based estimate of the relationship between cardiac dose and mortality in these patients. METHODS AND MATERIALS A systematic review of MEDLINE (PubMed) and Embase databases (inception to January 2018) was performed according to PRISMA guidelines. Studies that evaluated cardiac dosimetric factors in patients with NSCLC and included outcomes of cardiac events, cardiac mortality, and/or overall survival were identified. RESULTS From 5614 patients across 22 studies, a total of 214 cardiac dosimetric parameters (94 unique) were assessed as possible predictors of cardiac toxicity or death. Assessed predictors included general (eg, mean heart dose [MHD]), threshold-based (eg, heart V5), and anatomic-based (eg, atria, ventricles) dosimetric factors. The most commonly analyzed parameters were MHD, heart V5, and V30. Most studies did not make corrections for multiplicity of testing. For overall survival, V5 was found to be significant on multivariable analysis (MVA) in 1 of 11 studies and V30 in 2 of 12 studies; MHD was not significant in any of 8 studies. For cardiac events, V5 was found to be significant on multivariable analysis in 1 of 2 studies, V30 in 1 of 3 studies, and MHD in 2 of 4 studies. A meta-analysis of the data could not be performed because most negative studies did not report effect estimates. CONCLUSIONS Consistent heart dose-volume parameters associated with overall survival of patients with NSCLC were not identified. Multiplicity of testing is a major issue and likely inflates the overall risk of type I errors in the literature. Future studies should specify predictors a priori, correct for multiplicity of testing, and report effect estimates for nonsignificant variables.
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Luo Y, Xu Y, Liao Z, Gomez D, Wang J, Jiang W, Zhou R, Williamson R, Court LE, Yang J. Automatic segmentation of cardiac substructures from noncontrast CT images: accurate enough for dosimetric analysis? Acta Oncol 2019; 58:81-87. [PMID: 30306817 DOI: 10.1080/0284186x.2018.1521985] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
PURPOSE We evaluated the feasibility of using an automatic segmentation tool to delineate cardiac substructures from noncontrast computed tomography (CT) images for cardiac dosimetry and toxicity analyses for patients with nonsmall cell lung cancer (NSCLC) after radiotherapy. MATERIAL AND METHODS We used an in-house developed multi-atlas segmentation tool to delineate 11cardiac substructures, including the whole heart, four heart chambers, and six greater vessels, automatically from the averaged 4D-CT planning images of 49 patients with NSCLC. Two experienced radiation oncologists edited the auto-segmented contours. Times for automatic segmentation and modification were recorded. The modified contours were compared with the auto-segmented contours in terms of Dice similarity coefficient (DSC) and mean surface distance (MSD) to evaluate the extent of modification. Differences in dose-volume histogram (DVH) characteristics were also evaluated for the modified versus auto-segmented contours. RESULTS The mean automatic segmentation time for all 11 structures was 7-9 min. For the 49 patients, the mean DSC values (±SD) ranged from .73 ± .08 to .95 ± .04, and the mean MSD values ranged from 1.3 ± .6 mm to 2.9 ± 5.1 mm. Overall, the modifications were small; the largest modifications were in the pulmonary vein and the inferior vena cava. The heart V30 (volume receiving dose ≥30 Gy) and the mean dose to the whole heart and the four heart chambers were not different for the modified versus the auto-segmented contours based on the statistically significant condition of p < .05. Also, the maximum dose to the great vessels was no different except for the pulmonary vein. CONCLUSIONS Automatic segmentation of cardiac substructures did not require substantial modifications. Dosimetric evaluation showed no significant difference between the auto-segmented and modified contours for most structures, which suggests that the auto-segmented contours can be used to study cardiac dose-responses in clinical practice.
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Affiliation(s)
- Yangkun Luo
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Radiation Oncology, Sichuan Cancer Hospital, Chengdu, China
| | - Yujin Xu
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou, China
| | - Zhongxing Liao
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Daniel Gomez
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jingqian Wang
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wei Jiang
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Rongrong Zhou
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Radiation Oncology, Xiangya Hospital, Central South University, Changsha, China
| | - Ryan Williamson
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Laurence E. Court
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jinzhong Yang
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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A thiopyran derivative with low murine toxicity with therapeutic potential on lung cancer acting through a NF-κB mediated apoptosis-to-pyroptosis switch. Apoptosis 2018; 24:74-82. [DOI: 10.1007/s10495-018-1499-y] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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Morris ED, Ghanem AI, Pantelic MV, Walker EM, Han X, Glide-Hurst CK. Cardiac Substructure Segmentation and Dosimetry Using a Novel Hybrid Magnetic Resonance and Computed Tomography Cardiac Atlas. Int J Radiat Oncol Biol Phys 2018; 103:985-993. [PMID: 30468849 DOI: 10.1016/j.ijrobp.2018.11.025] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Revised: 11/07/2018] [Accepted: 11/14/2018] [Indexed: 12/25/2022]
Abstract
PURPOSE Radiation dose to the heart and cardiac substructures has been linked to cardiotoxicities. Because cardiac substructures are poorly visualized on treatment-planning computed tomography (CT) scans, we used the superior soft-tissue contrast of magnetic resonance (MR) imaging to optimize a hybrid MR/CT atlas for substructure dose assessment using CT. METHODS AND MATERIALS Thirty-one patients with left-sided breast cancer underwent a T2-weighted MR imaging scan and noncontrast simulation CT scans. A radiation oncologist delineated 13 substructures (chambers, great vessels, coronary arteries, etc) using MR/CT information via cardiac-confined rigid registration. Ground-truth contours for 20 patients were inputted into an intensity-based deformable registration atlas and applied to 11 validation patients. Automatic segmentations involved using majority vote and Simultaneous Truth and Performance Level Estimation (STAPLE) strategies with 1 to 15 atlas matches. Performance was evaluated via Dice similarity coefficient (DSC), mean distance to agreement, and centroid displacement. Three physicians evaluated segmentation performance via consensus scoring by using a 5-point scale. Dosimetric assessment included measurements of mean heart dose, left ventricular volume receiving 5 Gy, and left anterior descending artery mean and maximum doses. RESULTS Atlas approaches performed similarly well, with 7 of 13 substructures (heart, chambers, ascending aorta, and pulmonary artery) having DSC >0.75 when averaged over 11 validation patients. Coronary artery segmentations were not successful with the atlas-based approach (mean DSC <0.3). The STAPLE method with 10 matches yielded the highest DSC and the lowest mean distance to agreement for all high-performing substructures (omitting coronary arteries). For the STAPLE method with 10 matches, >50% of all validation contours had centroid displacements <3.0 mm, with the largest shifts in the coronary arteries. Atlas-generated contours had no statistical difference from ground truth for left anterior descending artery maximum dose, mean heart dose, and left ventricular volume receiving 5 Gy (P > .05). Qualitative contour grading showed that 8 substructures required minor modifications. CONCLUSIONS The hybrid MR/CT atlas provided reliable segmentations of chambers, heart, and great vessels for patients undergoing noncontrast CT, suggesting potential widespread applicability for routine treatment planning.
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Affiliation(s)
- Eric D Morris
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, Michigan; Department of Radiation Oncology, Wayne State University School of Medicine, Detroit, Michigan
| | - Ahmed I Ghanem
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, Michigan; Department of Clinical Oncology, Alexandria University, Alexandria, Egypt
| | - Milan V Pantelic
- Department of Radiology, Henry Ford Cancer Institute, Detroit, Michigan
| | - Eleanor M Walker
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, Michigan
| | - Xiaoxia Han
- Department of Public Health Sciences, Henry Ford Cancer Institute, Detroit, Michigan
| | - Carri K Glide-Hurst
- Department of Radiation Oncology, Henry Ford Cancer Institute, Detroit, Michigan; Department of Radiation Oncology, Wayne State University School of Medicine, Detroit, Michigan.
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Xue J, Han C, Jackson A, Hu C, Yao H, Wang W, Hayman J, Chen W, Jin J, Kalemkerian GP, Matuzsak M, Jolly S, Kong FMS. Doses of radiation to the pericardium, instead of heart, are significant for survival in patients with non-small cell lung cancer. Radiother Oncol 2018; 133:213-219. [PMID: 30416046 DOI: 10.1016/j.radonc.2018.10.029] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2018] [Revised: 10/14/2018] [Accepted: 10/23/2018] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND PURPOSE Higher cardiac dose was associated with worse overall survival in the RTOG0617 study. Pericardial effusion (PCE) is a common cardiac complication of thoracic radiation therapy (RT). We investigated whether doses of radiation to the heart and pericardium are associated with PCE and overall survival in patients treated with thoracic radiation for non-small cell lung cancer (NSCLC). MATERIALS AND METHODS A total of 94 patients with medically inoperable/unresectable NSCLC treated with definitive RT in prospective studies were reviewed for this secondary analysis. Heart and pericardium were contoured consistently according to the RTOG1106 Atlas, with the great vessels and thymus of the upper mediastinal structures included in the upper part of pericardium, only heart chambers included in the heart structure. Clinical factors and dose-volume parameters associated with PCE or survival were identified via Cox proportional hazards modeling. The risk of PCE and death were mapped using DVH atlases. RESULTS Median follow-up for surviving patients was 58 months. The overall rate of PCE was 40.4%. On multivariable analysis, dosimetric factors of heart and pericardium were significantly associated with the risk of PCE. Pericardial V30 and V55 were significantly correlated with overall survival, but presence of PCE and heart dosimetric factors were not. CONCLUSION PCE was associated with both heart and pericardial doses. The significance of pericardial dosimetric parameters, but not heart chamber parameters, on survival suggests the potential significance of radiation damage to the cranial region of pericardium.
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Affiliation(s)
- Jianxin Xue
- Department of Radiation Oncology, University of Michigan, Ann Arbor, USA; Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Chengbo Han
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Andrew Jackson
- Departments of Medical Physics, Memorial Sloan-Kettering Cancer Center, New York, USA
| | - Chen Hu
- Division of Biostatistics and Bioinformatics, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, USA
| | - Huan Yao
- Department of Radiation Oncology, Indiana University School of Medicine, Indianapolis, USA
| | - Weili Wang
- Department of Radiation Oncology, Case Western Reserve University, Cleveland, USA
| | - James Hayman
- Department of Radiation Oncology, University of Michigan, Ann Arbor, USA
| | - Weijun Chen
- Department of Radiation Oncology, Zhejiang Cancer Hospital, Hanzhou, China
| | - Jianyue Jin
- Department of Radiation Oncology, Case Western Reserve University, Cleveland, USA
| | | | - Martha Matuzsak
- Department of Radiation Oncology, University of Michigan, Ann Arbor, USA
| | - Struti Jolly
- Department of Radiation Oncology, University of Michigan, Ann Arbor, USA
| | - Feng-Ming Spring Kong
- Department of Radiation Oncology, University of Michigan, Ann Arbor, USA; Department of Radiation Oncology, Case Western Reserve University, Cleveland, USA.
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Li Z, Liu B, Ge W, Zhang W, Gu C, Liu J, Ke X, Zhang Y. Effect of simultaneous surgical treatment of severe coronary artery disease and lung cancer. J Int Med Res 2018; 47:591-599. [PMID: 30318969 PMCID: PMC6381511 DOI: 10.1177/0300060518805297] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Objective The co-incidence of lung cancer and coronary artery disease (CAD) is increasing in patients of advanced age. This study was performed to demonstrate the efficiency and safety of simultaneous coronary artery bypass grafting and lung cancer surgery in a selected group of older patients. Methods Twenty patients with severe CAD and coexisting lung cancer underwent simultaneous surgical interventions (Group A), and 20 patients with lung cancer underwent an isolated lung cancer operation (Group B). In Group A, the combined operations were carried out through 2 incisions in 3 patients, a single incision in 14 patients, and median sternotomy for heart surgery and thoracoscopic lobectomy for lung cancer in 3 patients. The single-incision approach was used in all patients in Group B. Results The operation time was longer and the blood loss volume was larger in Group A than B. No significant between-group differences were found in the 5-year relapse-free survival rate or 5-year survival rate. Conclusions The simultaneous performance of lung cancer surgery and cardiac surgery was effective and evidently safe in Group A. This treatment approach enabled earlier lung cancer resection and avoidance of the eventual complications associated with further surgical procedures.
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Affiliation(s)
- Zhi Li
- 1 Department of Cardiovascular Surgery, Jiangsu Province Hospital, the First Affiliated Hospital of Nanjing Medical University
| | - Ban Liu
- 2 Department of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine
| | - Wen Ge
- 3 Department of Cardiothoracic Surgery, Shuguang Hospital, affiliated to Shanghai University of TCM
| | - Wei Zhang
- 2 Department of Cardiology, Shanghai Tenth People's Hospital, Tongji University School of Medicine
| | - Chang Gu
- 4 Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University
| | - Jingjing Liu
- 5 Key Laboratory of Arrhythmias of the Ministry of Education of China, Tongji University School of Medicine
| | - Xianting Ke
- 5 Key Laboratory of Arrhythmias of the Ministry of Education of China, Tongji University School of Medicine
| | - Yangyang Zhang
- 5 Key Laboratory of Arrhythmias of the Ministry of Education of China, Tongji University School of Medicine.,6 Department of Cardiovascular Surgery, East Hospital, Tongji University School of Medicine, Shanghai, China
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Yegya-Raman N, Wang K, Kim S, Reyhan M, Deek MP, Sayan M, Li D, Patel M, Malhotra J, Aisner J, Marks LB, Jabbour SK. Dosimetric Predictors of Symptomatic Cardiac Events After Conventional-Dose Chemoradiation Therapy for Inoperable NSCLC. J Thorac Oncol 2018; 13:1508-1518. [PMID: 29883836 PMCID: PMC10905612 DOI: 10.1016/j.jtho.2018.05.028] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 05/23/2018] [Accepted: 05/25/2018] [Indexed: 12/25/2022]
Abstract
INTRODUCTION We hypothesized that higher cardiac doses correlates with clinically significant cardiotoxicity after standard-dose chemoradiation therapy (CRT) (∼60 Gy) for inoperable NSCLC. METHODS We retrospectively reviewed the records of 140 patients with inoperable NSCLC treated with concurrent CRT from 2007 to 2015. Extracted data included baseline cardiac status, dosimetric parameters to the whole heart (WH) and cardiac substructures, and the development of post-CRT symptomatic cardiac events (acute coronary syndrome [ACS], arrhythmia, pericardial effusion, pericarditis, and congestive heart failure [CHF]). Competing risks analysis was used to estimate time to cardiac events. RESULTS Median follow-up was 47.4 months. Median radiation therapy dose was 61.2 Gy (interquartile range, 60 to 66 Gy). Forty patients (28.6%) developed 47 symptomatic cardiac events at a median of 15.3 months to first event. On multivariate analysis, higher WH doses and baseline cardiac status were associated with an increased risk of symptomatic cardiac events. The 4-year cumulative incidence of symptomatic cardiac events was 48.6% versus 18.5% for mean WH dose ≥ 20 Gy versus < 20 Gy, respectively (p = 0.0002). Doses to the WH, ventricles, and left anterior descending artery were associated with ACS/CHF, whereas doses to the WH and atria were not associated with supraventricular arrhythmias. Symptomatic cardiac events (p = 0.0001) were independently associated with death. CONCLUSIONS Incidental cardiac irradiation was associated with subsequent symptomatic cardiac events, particularly ACS/CHF, and symptomatic cardiac events were associated with inferior survival. These results support the minimization of cardiac doses among patients with inoperable NSCLC receiving standard-dose CRT.
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Affiliation(s)
- Nikhil Yegya-Raman
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey
| | - Kyle Wang
- Department of Radiation Oncology, University of North Carolina, Chapel Hill, North Carolina
| | - Sinae Kim
- Department of Biostatistics, School of Public Health, Rutgers University, Piscataway, New Jersey; Biometrics Division, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey
| | - Meral Reyhan
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey
| | - Matthew P Deek
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey; Department of Radiation Oncology & Molecular Radiation Sciences, the Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Mutlay Sayan
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey
| | - Diana Li
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey
| | - Malini Patel
- Division of Medical Oncology, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey
| | - Jyoti Malhotra
- Division of Medical Oncology, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey
| | - Joseph Aisner
- Division of Medical Oncology, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey
| | - Lawrence B Marks
- Department of Radiation Oncology, University of North Carolina, Chapel Hill, North Carolina
| | - Salma K Jabbour
- Department of Radiation Oncology, Rutgers Cancer Institute of New Jersey, Robert Wood Johnson Medical School, Rutgers University, New Brunswick, New Jersey.
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Verma V, Fakhreddine MH, Haque W, Butler EB, Teh BS, Simone CB. Cardiac mortality in limited-stage small cell lung cancer. Radiother Oncol 2018; 128:492-497. [PMID: 29934110 DOI: 10.1016/j.radonc.2018.06.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Revised: 06/05/2018] [Accepted: 06/05/2018] [Indexed: 12/25/2022]
Abstract
INTRODUCTION Life expectancy of patients with limited-stage small cell lung cancer (LS-SCLC) continues to rise; thus, characterization of long-term toxicities is essential. Although there are emerging data linking cardiac irradiation doses with survival for non-small cell lung cancer, there are currently minimal data on cardiac-specific mortality (CSM) in LS-SCLC. The goal of this investigation was to evaluate CSM between left- and right-sided cases. METHODS The Surveillance, Epidemiology, and End Results database was queried for stage I-III primary SCLC patients receiving radiotherapy; CSM was compared between left- and right-sided diseases. Accounting for mortality from other causes, Gray's test compared cumulative incidences of CSM between both groups. Multiple multivariate models examined the independent effect of laterality on CSM, including the Fine and Gray competing risk model and the Cox proportional hazards model. RESULTS Of 19,692 patients, 7991 (41%) were left-sided and 11,701 (59%) were right-sided. Left-sided patients experienced significantly higher CSM overall (3.3% vs. 2.6%, p = 0.004). Laterality was an independent predictor of CSM in the overall population in the Fine and Gray competing risk model (p = 0.006) as well as the Cox proportional hazards model (p = 0.007). The overall hazard ratio for CSM by disease laterality was 1.27 (95% confidence interval, 1.08-1.50). Laterality had no statistical association with non-cardiac mortality in the Fine and Gray competing risk model (p = 0.130). CONCLUSIONS Although causation between radiotherapy and CSM in LS-SCLC cannot be stated based on these data, we encourage clinical attentiveness to cardiac-sparing radiotherapy for LS-SCLC, along with further investigation evaluating dosimetric correlates for cardiotoxicity.
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Affiliation(s)
- Vivek Verma
- Department of Radiation Oncology, Allegheny General Hospital, Pittsburgh, United States
| | | | - Waqar Haque
- Department of Radiation Oncology, Houston Methodist Hospital, United States
| | - E Brian Butler
- Department of Radiation Oncology, Houston Methodist Hospital, United States
| | - Bin S Teh
- Department of Radiation Oncology, Houston Methodist Hospital, United States
| | - Charles B Simone
- Department of Radiation Oncology, University of Maryland Medical Center, Baltimore, United States.
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Design, synthesis, anti-lung cancer activity, and chemosensitization of tumor-selective MCACs based on ROS-mediated JNK pathway activation and NF-κB pathway inhibition. Eur J Med Chem 2018; 151:508-519. [DOI: 10.1016/j.ejmech.2018.03.051] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2017] [Revised: 02/28/2018] [Accepted: 03/18/2018] [Indexed: 12/14/2022]
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50
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Abstract
There is increasing awareness of the special needs for care of the elderly cancer patient. Newer precise conformal radiotherapy techniques allow the safe delivery of higher doses of radiotherapy to the target tumor while reducing the dose to surrounding critical organs. This has led to a shortening of radiotherapy protocols for both curative and palliative indications. We review these novel techniques and protocols and the published clinical studies that include elderly patients treated with these techniques. Despite the fact that the elderly are a growing significant proportion of cancer patients, and the need for radiotherapy in the elderly is expected to rise with increasing life expectancy, they are underrepresented in most clinical studies of radiotherapy, and there are few studies specifically investigating radiotherapy in the elderly. The treatment of early-stage primary lung cancer with stereotactic body radiotherapy is a prime example how new highly conformal techniques and shortened treatment protocols are changing the approach to radiotherapy in the elderly. With improved imaging and radiotherapy treatment precision, it is expected that such techniques will become increasingly used in other cancer sites. It is important for radiation oncologists to be aware of the special needs of the elderly cancer patient and in particular to assess these patients based on functional status and not only chronological age. In addition, geriatric oncologists should be aware of modern radiotherapy techniques that can be particularly appropriate for the elderly patient.
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