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Long M, Alnoury M, Udupa JK, Tong Y, Wu C, Poole N, Mannikeri S, Ky B, Feigenberg SJ, Zou JW, O'Reilly S, Torigian DA. Prediction of Radiation Therapy Induced Cardiovascular Toxicity from Pretreatment CT Images in Patients with Thoracic Malignancy via an Optimal Biomarker Approach. Acad Radiol 2025; 32:1895-1905. [PMID: 39870564 PMCID: PMC11981848 DOI: 10.1016/j.acra.2025.01.012] [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: 10/07/2024] [Revised: 01/06/2025] [Accepted: 01/12/2025] [Indexed: 01/29/2025]
Abstract
RATIONALE AND OBJECTIVES Cardiovascular toxicity is a well-known complication of thoracic radiation therapy (RT), leading to increased morbidity and mortality, but existing techniques to predict cardiovascular toxicity have limitations. Predictive biomarkers of cardiovascular toxicity may help to maximize patient outcomes. METHODS The machine learning optimal biomarker (OBM) method was employed to predict development of cardiotoxicity (based on serial echocardiographic measurements of left ventricular ejection fraction and longitudinal strain) from computed tomography (CT) images in patients with thoracic malignancy undergoing RT. Manual segmentations of 10 cardiovascular objects of interest were performed on pre-treatment non-contrast-enhanced CT simulation images in 125 patients with thoracic malignancy (41 who developed cardiotoxicity and 84 who did not after RT). 1078 features describing morphology, image intensity, and texture for each of these objects were extracted and the top 5 features among them that were most uncorrelated and showed the best ability to discriminate between cardiotoxicity/ no cardiotoxicity were determined. The best combination among all possible combinations among these 5 features that yielded the highest accuracy of prediction on a training data set was selected, an SVM classifier was then trained on this combination, and tested for prediction accuracy on an independent data set. Prediction accuracy was quantified for the optimal features derived from each object. RESULTS The best feature combination based on 5 CT-based features derived from the left ventricle had the highest testing prediction accuracy of 0.88 among all objects. Prediction accuracies over all objects ranged from 0.76-0.88. Heart, Left Atrium, Aortic Arch, Thoracic Aorta, and Descending Thoracic Aorta showed the next best accuracy of 0.84. Most optimal features were texture properties based on the co-occurrence matrix. CONCLUSION It is feasible to predict future cardiotoxicity following RT with high accuracy in individual patients with thoracic malignancy from available pre-treatment CT images via machine learning techniques.
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Affiliation(s)
- Mujun Long
- College of Materials Science and Engineering, Chongqing University, Chongqing 400044, PR China (M.L.); Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 (M.L., M.A., J.K.U., Y.T., C.W., N.P., S.M., D.A.T.)
| | - Mostafa Alnoury
- Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 (M.L., M.A., J.K.U., Y.T., C.W., N.P., S.M., D.A.T.)
| | - Jayaram K Udupa
- Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 (M.L., M.A., J.K.U., Y.T., C.W., N.P., S.M., D.A.T.)
| | - Yubing Tong
- Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 (M.L., M.A., J.K.U., Y.T., C.W., N.P., S.M., D.A.T.)
| | - Caiyun Wu
- Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 (M.L., M.A., J.K.U., Y.T., C.W., N.P., S.M., D.A.T.)
| | - Nicholas Poole
- Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 (M.L., M.A., J.K.U., Y.T., C.W., N.P., S.M., D.A.T.)
| | - Sutirth Mannikeri
- Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 (M.L., M.A., J.K.U., Y.T., C.W., N.P., S.M., D.A.T.)
| | - Bonnie Ky
- Department of Medicine, Division of Cardiovascular Medicine, University of Pennsylvania, Philadelphia, PA 19104 (B.K.)
| | - Steven J Feigenberg
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA 19104 (S.J.F., J.W.Z., S.O.)
| | - Jennifer W Zou
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA 19104 (S.J.F., J.W.Z., S.O.)
| | - Shannon O'Reilly
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA 19104 (S.J.F., J.W.Z., S.O.)
| | - Drew A Torigian
- Medical Image Processing Group, 602 Goddard building, 3710 Hamilton Walk, Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104 (M.L., M.A., J.K.U., Y.T., C.W., N.P., S.M., D.A.T.).
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Zhang Y, Zeng S, Wang Z, Zhu Q, Li J, Ren X, Ma S, Tan G, Zhai B. Cardiovascular mortality risk among small bowel adenocarcinoma patients: a population-based study. BMC Public Health 2025; 25:97. [PMID: 39780085 PMCID: PMC11715972 DOI: 10.1186/s12889-025-21279-5] [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: 11/29/2023] [Accepted: 01/01/2025] [Indexed: 01/11/2025] Open
Abstract
BACKGROUND The objective of this research is to statistically assess the risk of cardiovascular mortality (CVM) between patients with small bowel adenocarcinoma (SBA) and the general population. Additionally, it aims to identify CVM-associated risk factors among individuals with SBA. METHODS Data obtained between 2000 and 2017 on SBA patients from the Surveillance, Epidemiology, and End Results (SEER) database were examined. Standardized mortality ratios (SMRs) and absolute excess risks (AERs) were obtained to compare CVM between patients and the general US population. To evaluate the cumulative mortality (CM) rate for all causes of death (COD), cumulative hazard curves were constructed. Two multivariate competing risk models were established to determine the independent predictors for CVM. RESULTS In the cohort of 5,175 SBA patients observed for 15,068.24 person-years, a total of 205 deaths were attributed to cardiovascular disease (CVD). The overall SMR of CVM was 1.41 (95% confidence interval (CI): 1.23-1.62, P < 0.05), whereas it reached 2.99 during the early stage of latency. Additionally, independent risk factors for CVM included age, marital status, calendar year of diagnosis, disease differentiation degree, SEER stage, and chemotherapy status. CONCLUSIONS SBA patients exhibited a substantially elevated risk of developing CVM compared to the general US population. During the follow-up period, the CM rate for CVM continued to rise steadily. Timely identification of high-risk groups and effective interventions to safeguard cardiovascular health significantly improve patient prognosis.
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Affiliation(s)
- Yao Zhang
- Department of General Surgery, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, 150001, China
| | - Shicong Zeng
- Department of General Surgery, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, 150001, China
| | - Zongwen Wang
- Department of General Surgery, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, 150001, China
| | - Qiankun Zhu
- Department of Intervention Radiology, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, 150001, China
| | - Jingtao Li
- Department of General Surgery, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, 150001, China
| | - Xiaohang Ren
- Department of General Surgery, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, 150001, China
| | - Shuoheng Ma
- Department of General Surgery, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, 150001, China
| | - Gang Tan
- Department of General Surgery, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, 150001, China.
| | - Bo Zhai
- Department of General Surgery, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, 150001, China.
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Ogilvie LM, Delfinis LJ, Coyle-Asbil B, Vudatha V, Alshamali R, Garlisi B, Pereira M, Matuszewska K, Garibotti MC, Gandhi S, Brunt KR, Wood GA, Trevino JG, Perry CGR, Petrik J, Simpson JA. Cardiac Atrophy, Dysfunction, and Metabolic Impairments: A Cancer-Induced Cardiomyopathy Phenotype. THE AMERICAN JOURNAL OF PATHOLOGY 2024; 194:1823-1843. [PMID: 39032600 DOI: 10.1016/j.ajpath.2024.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 05/03/2024] [Accepted: 06/10/2024] [Indexed: 07/23/2024]
Abstract
Muscle atrophy and weakness are prevalent features of cancer. Although extensive research has characterized skeletal muscle wasting in cancer cachexia, limited studies have investigated how cardiac structure and function are affected by therapy-naive cancer. Herein, orthotopic, syngeneic models of epithelial ovarian cancer and pancreatic ductal adenocarcinoma, and a patient-derived pancreatic xenograft model, were used to define the impact of malignancy on cardiac structure, function, and metabolism. Tumor-bearing mice developed cardiac atrophy and intrinsic systolic and diastolic dysfunction, with arterial hypotension and exercise intolerance. In hearts of ovarian tumor-bearing mice, fatty acid-supported mitochondrial respiration decreased, and carbohydrate-supported respiration increased-showcasing a substrate shift in cardiac metabolism that is characteristic of heart failure. Epithelial ovarian cancer decreased cytoskeletal and cardioprotective gene expression, which was paralleled by down-regulation of transcription factors that regulate cardiomyocyte size and function. Patient-derived pancreatic xenograft tumor-bearing mice show altered myosin heavy chain isoform expression-also a molecular phenotype of heart failure. Markers of autophagy and ubiquitin-proteasome system were upregulated by cancer, providing evidence of catabolic signaling that promotes cardiac wasting. Together, two cancer types were used to cross-validate evidence of the structural, functional, and metabolic cancer-induced cardiomyopathy, thus providing translational evidence that could impact future medical management strategies for improved cancer recovery in patients.
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Affiliation(s)
- Leslie M Ogilvie
- Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Luca J Delfinis
- School of Kinesiology & Health Science and the Muscle Health Research Centre, York University, Toronto, Ontario, Canada
| | - Bridget Coyle-Asbil
- Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Vignesh Vudatha
- Department of Surgery, Virginia Commonwealth University School of Medicine, Richmond, Virginia
| | - Razan Alshamali
- Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Bianca Garlisi
- Department of Biomedical Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Madison Pereira
- Department of Biomedical Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Kathy Matuszewska
- Department of Biomedical Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Madison C Garibotti
- School of Kinesiology & Health Science and the Muscle Health Research Centre, York University, Toronto, Ontario, Canada
| | - Shivam Gandhi
- School of Kinesiology & Health Science and the Muscle Health Research Centre, York University, Toronto, Ontario, Canada
| | - Keith R Brunt
- Department of Pharmacology, Dalhousie Medicine New Brunswick, Saint John, New Brunswick, Canada; IMPART Investigator Team, Saint John, New Brunswick, Canada
| | - Geoffrey A Wood
- Department of Pathobiology, University of Guelph, Guelph, Ontario, Canada
| | - Jose G Trevino
- Department of Surgery, Virginia Commonwealth University School of Medicine, Richmond, Virginia
| | - Christopher G R Perry
- School of Kinesiology & Health Science and the Muscle Health Research Centre, York University, Toronto, Ontario, Canada
| | - Jim Petrik
- Department of Biomedical Sciences, University of Guelph, Guelph, Ontario, Canada
| | - Jeremy A Simpson
- Department of Human Health and Nutritional Sciences, University of Guelph, Guelph, Ontario, Canada; IMPART Investigator Team, Saint John, New Brunswick, Canada.
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Liao Y, Meng Q. Protection against cancer therapy-induced cardiovascular injury by planed-derived polyphenols and nanomaterials. ENVIRONMENTAL RESEARCH 2023; 238:116896. [PMID: 37586453 DOI: 10.1016/j.envres.2023.116896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 07/18/2023] [Accepted: 08/13/2023] [Indexed: 08/18/2023]
Abstract
Cancer therapy-induced heart injury is a significant concern for cancer patients undergoing chemotherapy, radiotherapy, immunotherapy, and also targeted molecular therapy. The use of these treatments can lead to oxidative stress and cardiomyocyte damage in the heart, which can result in heart failure and other cardiac complications. Experimental studies have revealed that chemotherapy drugs such as doxorubicin and cyclophosphamide can cause severe side effects such as cardiac fibrosis, electrophysiological remodeling, chronic oxidative stress and inflammation, etc., which may increase risk of cardiac disorders and attacks for patients that underwent chemotherapy. Similar consequences may also be observed for patients that undergo radiotherapy for left breast or lung malignancies. Polyphenols, a group of natural compounds with antioxidant and anti-inflammatory properties, have shown the potential in protecting against cancer therapy-induced heart injury. These compounds have been found to reduce oxidative stress, necrosis and apoptosis in the heart, thereby preserving cardiac function. In recent years, nanoparticles loaded with polyphenols have also provided for the delivery of these compounds and increasing their efficacy in different organs. These nanoparticles can improve the bioavailability and efficacy of polyphenols while minimizing their toxicity. This review article summarizes the current understanding of the protective effects of polyphenols and nanoparticles loaded with polyphenols against cancer therapy-induced heart injury. The article discusses the mechanisms by which polyphenols protect the heart, including antioxidant and anti-inflammation abilities. The article also highlights the potential benefits of using nanoparticles for the delivery of polyphenols.
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Affiliation(s)
- Yunshu Liao
- Department of Cardiac Surgery, The First Hospital Affiliated to the Army Medical University, Chongqing, 400038, China
| | - Qinghua Meng
- Department of Cardiac Surgery, The First Hospital Affiliated to the Army Medical University, Chongqing, 400038, China.
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Motairek I, Dong W, Salerno PR, Janus SE, Ganatra S, Chen Z, Guha A, Makhlouf MH, Hassani NS, Rajagopalan S, Al-Kindi SG. Geographical Patterns and Risk Factor Association of Cardio-Oncology Mortality in the United States. Am J Cardiol 2023; 201:150-157. [PMID: 37385168 PMCID: PMC10529631 DOI: 10.1016/j.amjcard.2023.06.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 05/16/2023] [Accepted: 06/06/2023] [Indexed: 07/01/2023]
Abstract
Cardio-oncology mortality (COM) is a complex issue that is compounded by multiple factors that transcend a depth of socioeconomic, demographic, and environmental exposures. Although metrics and indexes of vulnerability have been associated with COM, advanced methods are required to account for the intricate intertwining of associations. This cross-sectional study utilized a novel approach that combined machine learning and epidemiology to identify high-risk sociodemographic and environmental factors linked to COM in United States counties. The study consisted of 987,009 decedents from 2,717 counties, and the Classification and Regression Trees model identified 9 county socio-environmental clusters that were closely associated with COM, with a 64.1% relative increase across the spectrum. The most important variables that emerged from this study were teen birth, pre-1960 housing (lead paint indicator), area deprivation index, median household income, number of hospitals, and exposure to particulate matter air pollution. In conclusion, this study provides novel insights into the socio-environmental drivers of COM and highlights the importance of utilizing machine learning approaches to identify high-risk populations and inform targeted interventions for reducing disparities in COM.
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Affiliation(s)
- Issam Motairek
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Weichuan Dong
- Department of Population and Quantitative Health Sciences, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Pedro Rvo Salerno
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Scott E Janus
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Sarju Ganatra
- Cardio-Oncology Program, Lahey Clinic, Burlington, Massachusetts
| | - Zhuo Chen
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Avirup Guha
- Cardio-Oncology Program, Georgia Cancer Center, Medical College of Georgia at Augusta University, Augusta, Georgia
| | - Mohamed He Makhlouf
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Neda Shafiabadi Hassani
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Sanjay Rajagopalan
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio; Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio
| | - Sadeer G Al-Kindi
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, Ohio; Department of Medicine, Case Western Reserve University School of Medicine, Cleveland, Ohio.
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Lee MS, Tsai WT, Yang HJ, Hung SK, Chiou WY, Liu DW, Chen LC, Chew CH, Yu BH, Hsu FC, Wu TH, Lin HY. Hazard-based risk grouping effectively stratifying breast cancer patients in post-irradiation long-term heart diseases: a population-based cohort study. Front Cardiovasc Med 2023; 10:980101. [PMID: 37180774 PMCID: PMC10172475 DOI: 10.3389/fcvm.2023.980101] [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: 06/28/2022] [Accepted: 04/17/2023] [Indexed: 05/16/2023] Open
Abstract
Background Even though advanced radiotherapy techniques provide a better protective effect on surrounding normal tissues, the late sequelae from radiation exposure to the heart are still considerable in breast cancer patients. The present population-based study explored the role of cox-regression-based hazard risk grouping and intended to stratify patients with post-irradiation long-term heart diseases. Materials and methods The present study investigated the Taiwan National Health Insurance (TNHI) database. From 2000 to 2017, we identified 158,798 breast cancer patients. Using a propensity score match of 1:1, we included 21,123 patients in each left and right breast irradiation cohort. Heart diseases, including heart failure (HF), ischemic heart disease (IHD), and other heart diseases (OHD), and anticancer agents, including epirubicin, doxorubicin, and trastuzumab, were included for analysis. Results Patients received left breast irradiation demonstrated increased risks on IHD (aHR, 1.16; 95% CI, 1.06-1.26; p < 0.01) and OHD (aHR, 1.08; 95% CI, 1.01-1.15; p < 0.05), but not HF (aHR, 1.11; 95% CI, 0.96-1.28; p = 0.14), when compared with patients received right breast irradiation. In patients who received left breast irradiation dose of >6,040 cGy, subsequent epirubicin might have a trend to increase the risk of heart failure (aHR, 1.53; 95% CI, 0.98-2.39; p = 0.058), while doxorubicin (aHR, 0.59; 95% CI, 0.26-1.32; p = 0.19) and trastuzumab (aHR, 0.93; 95% CI, 0.33-2.62; p = 0.89) did not. Older age was the highest independent risk factor for post-irradiation long-term heart diseases. Conclusion Generally, systemic anticancer agents are safe in conjunction with radiotherapy for managing post-operative breast cancer patients. Hazard-based risk grouping may help stratify breast cancer patients associated with post-irradiation long-term heart diseases. Notably, radiotherapy should be performed cautiously for elderly left breast cancer patients who received epirubicin. Limited irradiation dose to the heart should be critically considered. Regular monitoring of potential signs of heart failure may be conducted.
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Affiliation(s)
- Moon-Sing Lee
- Department of Radiation Oncology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
- School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Wei-Ta Tsai
- Department of Radiation Oncology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Hsuan-Ju Yang
- Department of Radiation Oncology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
| | - Shih-Kai Hung
- Department of Radiation Oncology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
- School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Wen-Yen Chiou
- Department of Radiation Oncology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
- School of Medicine, Tzu Chi University, Hualien, Taiwan
| | - Dai-Wei Liu
- School of Medicine, Tzu Chi University, Hualien, Taiwan
- Departments of Radiation Oncology, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
| | - Liang-Cheng Chen
- Department of Radiation Oncology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
- School of Medicine, Tzu Chi University, Hualien, Taiwan
- Department of Computer Science and Information Engineering, National Cheng Kung University, Chiayi, Taiwan
| | - Chia-Hui Chew
- Department of Radiation Oncology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
| | - Ben-Hui Yu
- Department of Radiation Oncology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
| | - Feng-Chun Hsu
- Department of Radiation Oncology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
| | - Tung-Hsin Wu
- Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan
- Correspondence: Tung-Hsin Wu Hon-Yi Lin
| | - Hon-Yi Lin
- Department of Radiation Oncology, Dalin Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Chiayi, Taiwan
- School of Medicine, Tzu Chi University, Hualien, Taiwan
- Department of Biomedical Sciences, National Chung Cheng University, Chia-Yi, Taiwan
- Correspondence: Tung-Hsin Wu Hon-Yi Lin
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Peng FS, Wu WT, Zhang L, Shen JH, Yu DD, Mao LQ. Cause of death during upper tract urothelial carcinoma survivorship: A contemporary, population-based analysis. Front Oncol 2022; 12:948289. [PMID: 36387214 PMCID: PMC9650258 DOI: 10.3389/fonc.2022.948289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 10/07/2022] [Indexed: 11/28/2022] Open
Abstract
Background Very few studies have been published on the causes of death of upper tract urothelial carcinoma (UTUC). We sought to explore the mortality patterns of contemporary UTUC survivors. Methods We performed a retrospective cohort study involving patients with upper urinary tract carcinoma from the National Cancer Institute’s Surveillance, Epidemiology, and End Results (SEER) database (2000 and 2015). We used standardized mortality ratios (SMRs) to compare death rates among patients with UTUC in the general population and excess absolute risks (EARs) to quantify the disease-specific death burden. Results A total of 10,179 patients with UTUC, including 7,133 who died, were included in our study. In total, 302 (17.17%) patients with the localized disease died of UTUC; however, patients who died from other causes were 4.8 times more likely to die from UTUC (n = 1,457 [82.83%]). Cardiovascular disease was the most common non-cancer cause of death (n = 393 [22.34% of all deaths]); SMR, 1.22; 95% confidence intervals [CI], 1.1–1.35; EAR, 35.96). A total of 4,046 (69.99%) patients with regional stage died within their follow-up, 1,413 (34.92%) of whom died from UTUC and 1,082 (26.74%) of whom died from non-cancer causes. UTUC was the main cause of death (SMR, 242.48; 95% CI, 230–255.47; EAR, 542.47), followed by non-tumor causes (SMR, 1.18; 95% CI, 1.11–1.25; EAR, 63.74). Most patients (94.94%) with distant stage died within 3 years of initial diagnosis. Although UTUC was the leading cause of death (n = 721 [54.29%]), these patients also had a higher risk of death from non-cancer than the general population (SMR, 2.08; 95% CI, 1.67–2.56; EAR, 288.26). Conclusions Non-UTUC deaths accounted for 82.48% of UTUC survivors among those with localized disease. Patients with regional/distant stages were most likely to die of UTUC; however, there is an increased risk of dying from non-cancer causes that cannot be ignored. These data provide the latest and most comprehensive assessment of the causes of death in patients with UTUC.
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Affiliation(s)
- Fu-Sheng Peng
- Department of Urology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, Huzhou, China
| | - Wan-Ting Wu
- Major of Clinical Medicine, Huzhou University, Huzhou, China
| | - Lu Zhang
- Major of Clinical Medicine, Huzhou University, Huzhou, China
| | - Jia-Hua Shen
- Department of Medical Insurance Fund Supervision Section, Huzhou Wu-xing District Medical Insurance Management Service Center, Huzhou, China
- *Correspondence: Li-Qi Mao, ; Dong-Dong Yu, ; Jia-Hua Shen,
| | - Dong-Dong Yu
- Department of Urology, Huzhou Central Hospital, Affiliated Central Hospital Huzhou University, Huzhou, China
- *Correspondence: Li-Qi Mao, ; Dong-Dong Yu, ; Jia-Hua Shen,
| | - Li-Qi Mao
- Department of Gastroenterology, The First People‘s Hospital of Huzhou, First Affiliated Hospital of Huzhou University, Huzhou, China
- *Correspondence: Li-Qi Mao, ; Dong-Dong Yu, ; Jia-Hua Shen,
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Wang J, Wang Q, Du X, Zhu X, Nie C, Han X, Tian W, Li H, Zhou H. Risk factors associated with cardiovascular mortality among gastric cancer patients: a population-based analysis. Jpn J Clin Oncol 2022; 52:1365-1374. [PMID: 35946330 DOI: 10.1093/jjco/hyac132] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 07/27/2022] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Cancer patients were found at a high risk of death from cardiovascular disease. This study aims to assess cardiovascular mortality risk and identify the potential risk factors associated with cardiovascular mortality among gastric cancer patients. METHODS Gastric cancer patients were collected from the Surveillance Epidemiology and End Results database during 1975-2016. Standardized mortality ratios were calculated to compare cardiovascular mortality rates between gastric cancer patients and the general US population. Univariable Cox analysis and multivariable stepwise Cox analysis were adopted to identify the potential risk factors for cardiovascular disease death after gastric cancer diagnosis. RESULTS There were 10 886 cardiovascular disease deaths identified among 165 433 individuals with gastric cancer observed for 410207.20 person-years. Gastric cancer patients were at a higher cardiovascular disease mortality risk (standardized mortality ratio = 3.35, 95% confidence interval: 3.24-3.47, P < 0.05). The study showed that older age at diagnosis (>80 years vs. 0-69 years, hazard ratio = 7.05, 95% confidence interval: 6.66-7.46, P < 0.001; 70-80 years vs. 0-69 years, hazard ratio = 3.35, 95% confidence interval: 3.19-3.53, P < 0.001), male sex (vs. female, hazard ratio = 1.39, 95% confidence interval: 1.33-1.45, P < 0.001), black race (vs. white, hazard ratio = 1.31, 95% confidence interval: 1.24-1.38, P < 0.001), without a partner (divorced/separated vs. married/partnered, hazard ratio = 1.35, 95% confidence interval: 1.25-1.45, P < 0.001; single vs. married/partnered, hazard ratio = 1.20, 95% confidence interval: 1.12-1.29, P < 0.001; widowed vs. married/partnered, hazard ratio = 1.41, 95% confidence interval: 1.34-1.48, P < 0.001), living in the northern plains (vs. pacific coast, hazard ratio = 1.23, 95% confidence interval: 1.16-1.29, P < 0.001) and surgery not performed (vs. performed, hazard ratio = 1.70, 95% confidence interval: 1.61-1.79, P < 0.001) were significantly associated with increased risk of cardiovascular disease death. Compared with patients with localized stage, distant staged patients were less likely to die of cardiovascular disease (hazard ratio = 0.88, 95% confidence interval: 0.83-0.94, P < 0.001). CONCLUSIONS Gastric cancer patients were at an increased risk of cardiovascular disease death. Older age at diagnosis, male sex, black race, without a partner, living in the northern plains and surgery not performed were significantly associated with cardiovascular disease death after gastric cancer diagnosis.
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Affiliation(s)
- Jing Wang
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin, Heilongjiang Province, P. R. China
| | - Qi Wang
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin, Heilongjiang Province, P. R. China
| | - Xinyu Du
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin, Heilongjiang Province, P. R. China
| | - Xiaojie Zhu
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin, Heilongjiang Province, P. R. China
| | - Chuang Nie
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin, Heilongjiang Province, P. R. China
| | - Xu Han
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin, Heilongjiang Province, P. R. China
| | - Wenjing Tian
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin, Heilongjiang Province, P. R. China
| | - He Li
- Department of Cardiology, The Fourth Affiliated Hospital, Harbin Medical University, Harbin, Heilongjiang Province, P. R. China
| | - Haibo Zhou
- Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin, Heilongjiang Province, P. R. China
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9
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Williamson T, Moran C, Chirico D, Arena R, Ozemek C, Aggarwal S, Campbell T, Laddu D. Cancer and cardiovascular disease: The impact of cardiac rehabilitation and cardiorespiratory fitness on survival. Int J Cardiol 2021; 343:139-145. [PMID: 34506825 DOI: 10.1016/j.ijcard.2021.09.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 08/04/2021] [Accepted: 09/02/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Cancer survivors are at increased risk for cardiovascular disease (CVD)-related morbidity and mortality. Exercise-based cardiac rehabilitation (CR) programs improve CVD risk factors, including cardiorespiratory fitness (CRF). The purpose of this study was to investigate: (1) the association between CR completion and survival, and (2) whether CRF improvements translate to increased survival among patients with comorbid cancer and CVD. METHODS Patients with CVD and pre-existing cancer (any type) were referred to a 12-week exercise-based CR program between 01/1996 and 03/2016. Peak metabolic equivalents (METs) were assessed by graded exercise test pre-CR and at 12-weeks. Kaplan-Meier survival and multivariate cox regressions were performed to evaluate impact of CR completion and clinically-meaningful CRF improvements [ΔMETs≥1] on survival, adjusting for relevant covariates. RESULTS Among 442 patients with CVD and cancer referred to CR (67 ± 10 years; 22% women), 361 (82%) completed CR. 102 deaths were recorded during the 12-year observation period. Compared to patients who did not complete CR, patients with comorbid cancer who completed CR demonstrated a survival advantage (63% vs 80.1%, p < .001). CRF improved among completers during the 12-week program (mean change = 0.87 ± 0.93 METs, p < .001); 41% experienced a clinically-meaningful ΔMETs≥1. A survival advantage was not observed in completers who experienced a ΔMETs≥1 improvement (p = .254). CONCLUSION Completing a 12-week exercise-based CR program improved CRF and increased survival in patients with CVD and comorbid cancer. The results highlight the survival benefits of completing a CR program among CVD patients who experience added barriers imposed by cancer treatment and survival.
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Affiliation(s)
- Tamara Williamson
- Department of Psychology, University of Calgary, Calgary, AB, Canada
| | - Chelsea Moran
- Department of Psychology, University of Calgary, Calgary, AB, Canada
| | - Daniele Chirico
- TotalCardiology™ Rehabilitation, Calgary, AB, Canada; TotalCardiology Research Network, Calgary, AB, Canada; Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada
| | - Ross Arena
- Faculty of Kinesiology, University of Calgary, Calgary, AB, Canada; Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, USA; Healthy Living for Pandemic Event Protection (HL-PIVOT) Network, Chicago, IL, USA
| | - Cemal Ozemek
- Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, USA; Healthy Living for Pandemic Event Protection (HL-PIVOT) Network, Chicago, IL, USA
| | - Sandeep Aggarwal
- TotalCardiology™ Rehabilitation, Calgary, AB, Canada; TotalCardiology Research Network, Calgary, AB, Canada; Healthy Living for Pandemic Event Protection (HL-PIVOT) Network, Chicago, IL, USA
| | - Tavis Campbell
- Department of Psychology, University of Calgary, Calgary, AB, Canada; TotalCardiology Research Network, Calgary, AB, Canada; Healthy Living for Pandemic Event Protection (HL-PIVOT) Network, Chicago, IL, USA; Libin Cardiovascular Institute, University of Calgary, Calgary, Canada
| | - Deepika Laddu
- TotalCardiology Research Network, Calgary, AB, Canada; Department of Physical Therapy, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, IL, USA; Healthy Living for Pandemic Event Protection (HL-PIVOT) Network, Chicago, IL, USA.
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10
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Matsumoto T, Saito Y, Saito K, Tateishi K, Kato K, Kitahara H, Kobayashi Y. Relation Between Cancer and Vasospastic Angina. Adv Ther 2021; 38:4344-4353. [PMID: 34241778 PMCID: PMC8342335 DOI: 10.1007/s12325-021-01854-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 06/29/2021] [Indexed: 02/06/2023]
Abstract
INTRODUCTION Patients with cancer have an increased risk of cardiovascular disease including ischemic heart disease and vice versa. Anticancer drugs and radiotherapy are known to contribute to endothelial injury and vasospasm. However, the relations between vasospastic angina (VSA) and cancer or its treatment are poorly investigated. METHODS A total of 786 patients underwent intracoronary acetylcholine (ACh) provocation tests to diagnose VSA. The positive ACh provocation test was defined as angiographic coronary artery spasm accompanied by chest pain and/or ischemic electrocardiographic changes. Patients were divided into active cancer, a history of cancer, and no cancer according to the status of malignancy. The impact of types of cancer, anticancer drugs, and radiotherapy on VSA was evaluated. RESULTS Of 786 patients, 38 (4.8%) and 84 (10.7%) had active cancer and a history of cancer, respectively, and 401 (51.0%) were diagnosed as VSA. There was no significant difference in rates of positive ACh test among patients with active cancer, a history of cancer, and no cancer (39.5% vs. 57.1% vs. 50.9%, p = 0.20). Types of cancer and cancer treatment also had no impact on positive ACh provocation test. CONCLUSIONS In this cross-sectional observational study, we did not find an association of active and a history of cancer with the diagnosis of VSA. Anticancer treatment including chemotherapy and radiotherapy was not significantly associated with positive ACh provocation test.
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Affiliation(s)
- Tadahiro Matsumoto
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Yuichi Saito
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba, Japan.
| | - Kan Saito
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Kazuya Tateishi
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Ken Kato
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Hideki Kitahara
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba, Japan
| | - Yoshio Kobayashi
- Department of Cardiovascular Medicine, Chiba University Graduate School of Medicine, Chiba, Japan
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11
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Bae EM, Cho IY, Jun JH, Lee K, Kim JY, Bae WK, Lee H, Han JS, Jung SY, Lee KH, Kim S, Koo HY, Cho SJ, Lee H, Paek C. Risk Factors of Cardiovascular Disease according to Alcohol Behavioral Change after Cancer Diagnosis. Korean J Fam Med 2020; 41:222-228. [PMID: 32316706 PMCID: PMC7385294 DOI: 10.4082/kjfm.18.0119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 09/10/2018] [Indexed: 01/21/2023] Open
Abstract
Background Problem drinking increases the incidence of all-cause mortality and specific cancers, and persistent drinking is associated with cardiovascular disease in certain cancer survivors. This study analyzed the cardiovascular risk factors before and after diagnosis in Korean cancer survivors. Methods Data for the period between 2002 and 2013 were collected from the National Health Insurance Service Health-Examinee Cohort Database. Among the 27,835 patients included, those with moderate alcohol consumption before and after cancer diagnosis were excluded. Problem drinking was defined as males under 65 years consuming over 14 glasses a week, and males over 65 years or females consuming over seven glasses a week. A t-test, chi-square test, and linear regression analysis were performed for differences in cardiovascular risk factors and differences according to cancer types. Results There was a difference in the body mass index, systolic and diastolic blood pressure, and total cholesterol among patients who became moderate drinkers after diagnosis, but fasting blood glucose did not show any significant changes. Risk factors for cardiovascular disease were analyzed in patients with liver, stomach, rectal, and breast cancer with improved drinking behavior, and there were significant differences in body mass index, systolic and diastolic blood pressure, fasting blood glucose, and total cholesterol in stomach cancer patients. Conclusion Moderate drinking can lower cardiovascular risk in cancer survivors, and among the many drinking-related cancers, stomach cancer patients demonstrated significantly reduced cardiovascular risk factors.
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Affiliation(s)
- Eun Mi Bae
- Department of Family Medicine, Seoul National University Hospital, Seoul, Korea
| | - In Young Cho
- Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Ji-Hye Jun
- Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Kiheon Lee
- Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Ju Young Kim
- Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Woo Kyung Bae
- Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Hyejin Lee
- Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Jong Soo Han
- Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Se Young Jung
- Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Kee Hyuck Lee
- Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Sarah Kim
- Department of Family Medicine, Health Promotion Center, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Hye Yeon Koo
- Department of Family Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Sang Jin Cho
- Department of Family Medicine, Seoul National University Hospital, Seoul, Korea
| | - Houbuem Lee
- Department of Family Medicine, Seoul National University Hospital, Seoul, Korea
| | - Chuelmin Paek
- Department of Family Medicine, Seoul National University Hospital, Seoul, Korea
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12
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Sturgeon KM, Deng L, Bluethmann SM, Zhou S, Trifiletti DM, Jiang C, Kelly SP, Zaorsky NG. A population-based study of cardiovascular disease mortality risk in US cancer patients. Eur Heart J 2019; 40:3889-3897. [PMID: 31761945 PMCID: PMC6925383 DOI: 10.1093/eurheartj/ehz766] [Citation(s) in RCA: 594] [Impact Index Per Article: 99.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2018] [Revised: 04/08/2019] [Accepted: 10/08/2019] [Indexed: 12/15/2022] Open
Abstract
AIMS This observational study characterized cardiovascular disease (CVD) mortality risk for multiple cancer sites, with respect to the following: (i) continuous calendar year, (ii) age at diagnosis, and (iii) follow-up time after diagnosis. METHODS AND RESULTS The Surveillance, Epidemiology, and End Results program was used to compare the US general population to 3 234 256 US cancer survivors (1973-2012). Standardized mortality ratios (SMRs) were calculated using coded cause of death from CVDs (heart disease, hypertension, cerebrovascular disease, atherosclerosis, and aortic aneurysm/dissection). Analyses were adjusted by age, race, and sex. Among 28 cancer types, 1 228 328 patients (38.0%) died from cancer and 365 689 patients (11.3%) died from CVDs. Among CVDs, 76.3% of deaths were due to heart disease. In eight cancer sites, CVD mortality risk surpassed index-cancer mortality risk in at least one calendar year. Cardiovascular disease mortality risk was highest in survivors diagnosed at <35 years of age. Further, CVD mortality risk is highest (SMR 3.93, 95% confidence interval 3.89-3.97) within the first year after cancer diagnosis, and CVD mortality risk remains elevated throughout follow-up compared to the general population. CONCLUSION The majority of deaths from CVD occur in patients diagnosed with breast, prostate, or bladder cancer. We observed that from the point of cancer diagnosis forward into survivorship cancer patients (all sites) are at elevated risk of dying from CVDs compared to the general US population. In endometrial cancer, the first year after diagnosis poses a very high risk of dying from CVDs, supporting early involvement of cardiologists in such patients.
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Affiliation(s)
- Kathleen M Sturgeon
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
| | - Lei Deng
- Department of Medicine, Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Shirley M Bluethmann
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
| | - Shouhao Zhou
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
| | | | - Changchuan Jiang
- Department of Internal Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY, USA
| | - Scott P Kelly
- Division of Cancer Epidemiology and Genetics, National Institutes of Health, Bethesda, MD, USA
| | - Nicholas G Zaorsky
- Department of Public Health Sciences, Penn State College of Medicine, Hershey, PA, USA
- Department of Radiation Oncology, Penn State Cancer Institute, Hershey, PA, USA
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13
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Rubens M, Appunni S, Ramamoorthy V, Saxena A, Das S, Bhatt C, Boulanger BK, Viamonte-Ros A, Veledar E. Prevalence of Cardiovascular Risk Factors Among Cancer Patients in the United States. Metab Syndr Relat Disord 2019; 17:397-405. [DOI: 10.1089/met.2018.0137] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Affiliation(s)
- Muni Rubens
- Miami Cancer Institute, Baptist Health South Florida, Miami, Florida
| | | | | | - Anshul Saxena
- Baptist Health South Florida, Miami, Florida
- Department of Medical Education, Florida International University, Miami, Florida
| | - Sankalp Das
- Baptist Health South Florida, Miami, Florida
| | | | | | - Ana Viamonte-Ros
- Baptist Health South Florida, Miami, Florida
- Department of Medical Education, Florida International University, Miami, Florida
| | - Emir Veledar
- Baptist Health South Florida, Miami, Florida
- Department of Medical Education, Florida International University, Miami, Florida
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14
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Ahmad S, Khan MY, Rafi Z, Khan H, Siddiqui Z, Rehman S, Shahab U, Khan MS, Saeed M, Alouffi S, Khan MS. Oxidation, glycation and glycoxidation—The vicious cycle and lung cancer. Semin Cancer Biol 2018; 49:29-36. [DOI: 10.1016/j.semcancer.2017.10.005] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Revised: 10/15/2017] [Accepted: 10/16/2017] [Indexed: 12/25/2022]
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