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Fabiani I, Chianca M, Aimo A, Emdin M, Dent S, Fedele A, Cipolla CM, Cardinale DM. Use of new and emerging cancer drugs: what the cardiologist needs to know. Eur Heart J 2024:ehae161. [PMID: 38591670 DOI: 10.1093/eurheartj/ehae161] [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] [Received: 11/18/2022] [Revised: 02/28/2024] [Accepted: 03/04/2024] [Indexed: 04/10/2024] Open
Abstract
The last decade has witnessed a paradigm shift in cancer therapy, from non-specific cytotoxic chemotherapies to agents targeting specific molecular mechanisms. Nonetheless, cardiovascular toxicity of cancer therapies remains an important concern. This is particularly relevant given the significant improvement in survival of solid and haematological cancers achieved in the last decades. Cardio-oncology is a subspecialty of medicine focusing on the identification and prevention of cancer therapy-related cardiovascular toxicity (CTR-CVT). This review will examine the new definition of CTR-CVT and guiding principles for baseline cardiovascular assessment and risk stratification before cancer therapy, providing take-home messages for non-specialized cardiologists.
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Affiliation(s)
- Iacopo Fabiani
- Cardiology Division, Fondazione Toscana Gabriele Monasterio, Via Giuseppe Moruzzi 1, 56124 Pisa, Italy
| | - Michela Chianca
- Interdisciplinary Center for Health Science, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Alberto Aimo
- Cardiology Division, Fondazione Toscana Gabriele Monasterio, Via Giuseppe Moruzzi 1, 56124 Pisa, Italy
- Interdisciplinary Center for Health Science, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Michele Emdin
- Cardiology Division, Fondazione Toscana Gabriele Monasterio, Via Giuseppe Moruzzi 1, 56124 Pisa, Italy
- Interdisciplinary Center for Health Science, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Susan Dent
- Duke Cancer Institute, Duke University, Durham, NC, USA
| | - Antonella Fedele
- Cardioncology Unit, Cardioncology and Second Opinion Division, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy
| | - Carlo Maria Cipolla
- Cardioncology Unit, Cardioncology and Second Opinion Division, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy
| | - Daniela Maria Cardinale
- Cardioncology Unit, Cardioncology and Second Opinion Division, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy
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2
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Alexandraki A, Papageorgiou E, Zacharia M, Keramida K, Papakonstantinou A, Cipolla CM, Tsekoura D, Naka K, Mazzocco K, Mauri D, Tsiknakis M, Manikis GC, Marias K, Marcou Y, Kakouri E, Konstantinou I, Daniel M, Galazi M, Kampouroglou E, Ribnikar D, Brown C, Karanasiou G, Antoniades A, Fotiadis D, Filippatos G, Constantinidou A. New Insights in the Era of Clinical Biomarkers as Potential Predictors of Systemic Therapy-Induced Cardiotoxicity in Women with Breast Cancer: A Systematic Review. Cancers (Basel) 2023; 15:3290. [PMID: 37444400 PMCID: PMC10340234 DOI: 10.3390/cancers15133290] [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: 05/10/2023] [Revised: 06/09/2023] [Accepted: 06/19/2023] [Indexed: 07/15/2023] Open
Abstract
Cardiotoxicity induced by breast cancer therapies is a potentially serious complication associated with the use of various breast cancer therapies. Prediction and better management of cardiotoxicity in patients receiving chemotherapy is of critical importance. However, the management of cancer therapy-related cardiac dysfunction (CTRCD) lacks clinical evidence and is based on limited clinical studies. AIM To provide an overview of existing and potentially novel biomarkers that possess a promising predictive value for the early and late onset of CTRCD in the clinical setting. METHODS A systematic review of published studies searching for promising biomarkers for the prediction of CTRCD in patients with breast cancer was undertaken according to PRISMA guidelines. A search strategy was performed using PubMed, Google Scholar, and Scopus for the period 2013-2023. All subjects were >18 years old, diagnosed with breast cancer, and received breast cancer therapies. RESULTS The most promising biomarkers that can be used for the development of an alternative risk cardiac stratification plan for the prediction and/or early detection of CTRCD in patients with breast cancer were identified. CONCLUSIONS We highlighted the new insights associated with the use of currently available biomarkers as a standard of care for the management of CTRCD and identified potentially novel clinical biomarkers that could be further investigated as promising predictors of CTRCD.
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Affiliation(s)
- Alexia Alexandraki
- A.G. Leventis Clinical Trials Unit, Bank of Cyprus Oncology Centre, 32 Acropoleos Avenue, Nicosia 2006, Cyprus; (E.P.); (M.Z.)
| | - Elisavet Papageorgiou
- A.G. Leventis Clinical Trials Unit, Bank of Cyprus Oncology Centre, 32 Acropoleos Avenue, Nicosia 2006, Cyprus; (E.P.); (M.Z.)
| | - Marina Zacharia
- A.G. Leventis Clinical Trials Unit, Bank of Cyprus Oncology Centre, 32 Acropoleos Avenue, Nicosia 2006, Cyprus; (E.P.); (M.Z.)
| | - Kalliopi Keramida
- 2nd Department of Cardiology, Attikon University Hospital, National and Kapodistrian University of Athens, 12462 Athens, Greece;
- Cardiology Department, General Anti-Cancer Oncological Hospital, Agios Savvas, 11522 Athens, Greece
| | - Andri Papakonstantinou
- Department of Oncology-Pathology, Karolinska Institute, 17176 Stockholm, Sweden;
- Department for Breast, Endocrine Tumours and Sarcoma, Karolinska University Hospital, 17176 Stockholm, Sweden
| | - Carlo M. Cipolla
- Cardioncology and Second Opinion Division, European Institute of Oncology (IEO), IRCCS, Via Ripamonti 435, 20141 Milan, Italy;
| | - Dorothea Tsekoura
- 2nd Department of Surgery, Aretaieio University Hospital, National and Kapodistrian University of Athens, 76 Vas. Sofias Av., 11528 Athens, Greece; (D.T.); (E.K.)
| | - Katerina Naka
- 2nd Cardiology Department, University of Ioannina Medical School, 45110 Ioannina, Greece;
| | - Ketti Mazzocco
- Applied Research Division for Cognitive and Psychological Science, European Institute of Oncology IRCCS, 20139 Milan, Italy;
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy
| | - Davide Mauri
- Department of Medical Oncology, University of Ioannina, 45110 Ioannina, Greece;
| | - Manolis Tsiknakis
- Department of Electrical and Computer Engineering, Hellenic Mediterranean University, 71410 Heraklion, Greece; (M.T.); (K.M.)
- Computational BioMedicine Laboratory (CBML), Institute of Computer Science, Foundation for Research and Technology Hellas (FORTH), 70013 Heraklion, Greece;
| | - Georgios C. Manikis
- Computational BioMedicine Laboratory (CBML), Institute of Computer Science, Foundation for Research and Technology Hellas (FORTH), 70013 Heraklion, Greece;
| | - Kostas Marias
- Department of Electrical and Computer Engineering, Hellenic Mediterranean University, 71410 Heraklion, Greece; (M.T.); (K.M.)
- Computational BioMedicine Laboratory (CBML), Institute of Computer Science, Foundation for Research and Technology Hellas (FORTH), 70013 Heraklion, Greece;
| | - Yiola Marcou
- Department of Medical Oncology, Bank of Cyprus Oncology Centre, 32 Acropoleos Avenue, Nicosia 2006, Cyprus; (Y.M.); (E.K.); (I.K.); (M.G.)
| | - Eleni Kakouri
- Department of Medical Oncology, Bank of Cyprus Oncology Centre, 32 Acropoleos Avenue, Nicosia 2006, Cyprus; (Y.M.); (E.K.); (I.K.); (M.G.)
| | - Ifigenia Konstantinou
- Department of Medical Oncology, Bank of Cyprus Oncology Centre, 32 Acropoleos Avenue, Nicosia 2006, Cyprus; (Y.M.); (E.K.); (I.K.); (M.G.)
| | - Maria Daniel
- Department of Radiation Oncology, Bank of Cyprus Oncology Centre, 32 Acropoleos Avenue, Nicosia 2006, Cyprus;
| | - Myria Galazi
- Department of Medical Oncology, Bank of Cyprus Oncology Centre, 32 Acropoleos Avenue, Nicosia 2006, Cyprus; (Y.M.); (E.K.); (I.K.); (M.G.)
| | - Effrosyni Kampouroglou
- 2nd Department of Surgery, Aretaieio University Hospital, National and Kapodistrian University of Athens, 76 Vas. Sofias Av., 11528 Athens, Greece; (D.T.); (E.K.)
| | - Domen Ribnikar
- Division of Medical Oncology, Institute of Oncology Ljubljana, Faculty of Medicine, University of Ljubljana, Zaloska Cesta 2, 1000 Ljubljana, Slovenia;
| | - Cameron Brown
- Translational Medicine, Stremble Ventures Ltd., 59 Christaki Kranou, Limassol 4042, Cyprus;
| | - Georgia Karanasiou
- Biomedical Research Institute, Foundation for Research and Technology, Hellas, 45500 Ioannina, Greece;
| | - Athos Antoniades
- Research and Development, Stremble Ventures Ltd., 59 Christaki Kranou, Limassol 4042, Cyprus;
| | - Dimitrios Fotiadis
- Unit of Medical Technology and Intelligent Information Systems, Department of Materials Science and Engineering, University of Ioannina, 45110 Ioannina, Greece;
| | - Gerasimos Filippatos
- Cardio-Oncology Clinic, Heart Failure Unit, Department of Cardiology, National and Kapodistrian University of Athens Medical School, Athens University Hospital Attikon, 11527 Athens, Greece;
| | - Anastasia Constantinidou
- Department of Medical Oncology, Bank of Cyprus Oncology Centre, 32 Acropoleos Avenue, Nicosia 2006, Cyprus; (Y.M.); (E.K.); (I.K.); (M.G.)
- School of Medicine, University of Cyprus, Panepistimiou 1, Aglantzia, Nicosia 2408, Cyprus
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3
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Tawfiq E, Selak V, Elwood JM, Pylypchuk R, Tin ST, Harwood M, Grey C, McKeage M, Wells S. Performance of cardiovascular disease risk prediction equations in more than 14 000 survivors of cancer in New Zealand primary care: a validation study. Lancet 2023; 401:357-365. [PMID: 36702148 DOI: 10.1016/s0140-6736(22)02405-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 09/04/2022] [Accepted: 11/17/2022] [Indexed: 01/25/2023]
Abstract
BACKGROUND People with cancer have an increased risk of cardiovascular disease. Risk prediction equations developed in New Zealand accurately predict 5-year cardiovascular disease risk in a general primary care population in the country. We assessed the performance of these equations for survivors of cancer in New Zealand. METHODS For this validation study, patients aged 30-74 years from the PREDICT open cohort study, which was used to develop the New Zealand cardiovascular disease risk prediction equations, were included in the analysis if they had a primary diagnosis of invasive cancer at least 2 years before the date of the first cardiovascular disease risk assessment. The risk prediction equations are sex-specific and include the following predictors: age, ethnicity, socioeconomic deprivation index, family history of cardiovascular disease, smoking status, history of atrial fibrillation and diabetes, systolic blood pressure, total cholesterol to HDL cholesterol ratio, and preventive pharmacotherapy (blood-pressure-lowering, lipid-lowering, and antithrombotic drugs). Calibration was assessed by comparing the mean predicted 5-year cardiovascular disease risk, estimated using the risk prediction equations, with the observed risk across deciles of risk, for men and women, and according to the three clinical 5-year cardiovascular disease risk groups in New Zealand guidelines (<5%, 5% to <15%, and ≥15%). Discrimination was assessed by Harrell's C statistic. FINDINGS 14 263 patients were included in the study. The mean age was 61 years (SD 9) for men and 60 years (SD 8) for women, with a median follow-up of 5·8 years for men and 5·7 years for women. The observed cardiovascular disease risk was underpredicted by a maximum of 2·5% in male and 3·2% in female decile groups. When patients were grouped according to clinical risk groups, observed cardiovascular disease risk was underpredicted by less than 2% in the lower risk groups and overpredicted by 2·2% for men and 3·3% for women in the highest risk group. Harrell's C statistics were 0·67 (SE 0·01) for men and 0·73 (0·01) for women. INTERPRETATION The New Zealand cardiovascular disease risk prediction equations reasonably predicted the observed 5-year cardiovascular disease risk in survivors of cancer in the country, in whom risk prediction was considered clinically appropriate. Prediction could be improved by adding cancer-specific variables and considering competing risks. Our findings suggest that the equations are reasonable clinical tools for use in survivors of cancer in New Zealand. FUNDING Auckland Medical Research Foundation, Health Research Council of New Zealand.
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Affiliation(s)
- Essa Tawfiq
- School of Population Health, University of Auckland, Auckland, New Zealand.
| | - Vanessa Selak
- School of Population Health, University of Auckland, Auckland, New Zealand
| | - J Mark Elwood
- School of Population Health, University of Auckland, Auckland, New Zealand
| | - Romana Pylypchuk
- School of Population Health, University of Auckland, Auckland, New Zealand
| | - Sandar Tin Tin
- School of Population Health, University of Auckland, Auckland, New Zealand
| | - Matire Harwood
- School of Population Health, University of Auckland, Auckland, New Zealand
| | - Corina Grey
- School of Population Health, University of Auckland, Auckland, New Zealand
| | - Mark McKeage
- School of Medical Sciences, University of Auckland, Auckland, New Zealand
| | - Sue Wells
- School of Population Health, University of Auckland, Auckland, New Zealand
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Lyon AR, López-Fernández T, Couch LS, Asteggiano R, Aznar MC, Bergler-Klein J, Boriani G, Cardinale D, Cordoba R, Cosyns B, Cutter DJ, de Azambuja E, de Boer RA, Dent SF, Farmakis D, Gevaert SA, Gorog DA, Herrmann J, Lenihan D, Moslehi J, Moura B, Salinger SS, Stephens R, Suter TM, Szmit S, Tamargo J, Thavendiranathan P, Tocchetti CG, van der Meer P, van der Pal HJH. 2022 ESC Guidelines on cardio-oncology developed in collaboration with the European Hematology Association (EHA), the European Society for Therapeutic Radiology and Oncology (ESTRO) and the International Cardio-Oncology Society (IC-OS). Eur Heart J 2022; 43:4229-4361. [PMID: 36017568 DOI: 10.1093/eurheartj/ehac244] [Citation(s) in RCA: 652] [Impact Index Per Article: 326.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
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5
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Lyon AR, López-Fernández T, Couch LS, Asteggiano R, Aznar MC, Bergler-Klein J, Boriani G, Cardinale D, Cordoba R, Cosyns B, Cutter DJ, de Azambuja E, de Boer RA, Dent SF, Farmakis D, Gevaert SA, Gorog DA, Herrmann J, Lenihan D, Moslehi J, Moura B, Salinger SS, Stephens R, Suter TM, Szmit S, Tamargo J, Thavendiranathan P, Tocchetti CG, van der Meer P, van der Pal HJH. 2022 ESC Guidelines on cardio-oncology developed in collaboration with the European Hematology Association (EHA), the European Society for Therapeutic Radiology and Oncology (ESTRO) and the International Cardio-Oncology Society (IC-OS). Eur Heart J Cardiovasc Imaging 2022; 23:e333-e465. [PMID: 36017575 DOI: 10.1093/ehjci/jeac106] [Citation(s) in RCA: 78] [Impact Index Per Article: 39.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
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Sorodoc V, Sirbu O, Lionte C, Haliga RE, Stoica A, Ceasovschih A, Petris OR, Constantin M, Costache II, Petris AO, Morariu PC, Sorodoc L. The Value of Troponin as a Biomarker of Chemotherapy-Induced Cardiotoxicity. LIFE (BASEL, SWITZERLAND) 2022; 12:life12081183. [PMID: 36013362 PMCID: PMC9410123 DOI: 10.3390/life12081183] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Revised: 07/19/2022] [Accepted: 07/20/2022] [Indexed: 11/16/2022]
Abstract
In cancer survivors, cardiac dysfunction is the main cause of mortality. Cardiotoxicity represents a decline in cardiac function associated with cancer therapy, and the risk factors include smoking, dyslipidemia, an age of over 60 years, obesity, and a history of coronary artery disease, diabetes, atrial fibrillation, or heart failure. Troponin is a biomarker that is widely used in the detection of acute coronary syndromes. It has a high specificity, although it is not exclusively associated with myocardial ischemia. The aim of this paper is to summarize published studies and to establish the role of troponin assays in the diagnosis of cardiotoxicity associated with various chemotherapeutic agents. Troponin has been shown to be a significant biomarker in the diagnosis of the cardiac dysfunction associated with several types of chemotherapeutic drugs: anthracyclines, anti-human epidermal growth factor receptor 2 treatment, and anti-vascular endothelial growth factor therapy. Based on the data available at this moment, troponin is useful for baseline risk assessment, the diagnosis of cardiotoxicity, and as a guide for the initiation of cardioprotective treatment. There are currently clear regulations regarding the timing of troponin surveillance depending on the patient’s risk of cardiotoxicity and the type of medication administered, but data on the cut-off values of this biomarker are still under investigation.
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Affiliation(s)
- Victorita Sorodoc
- Department of Internal Medicine, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania; (V.S.); (R.E.H.); (A.S.); (A.C.); (O.R.P.); (M.C.); (P.C.M.); (L.S.)
- Faculty of Medicine, University of Medicine and Pharmacy Grigore T. Popa, 16 Universitatii Street, 700115 Iasi, Romania; (I.I.C.); (A.O.P.)
| | - Oana Sirbu
- Department of Internal Medicine, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania; (V.S.); (R.E.H.); (A.S.); (A.C.); (O.R.P.); (M.C.); (P.C.M.); (L.S.)
- Faculty of Medicine, University of Medicine and Pharmacy Grigore T. Popa, 16 Universitatii Street, 700115 Iasi, Romania; (I.I.C.); (A.O.P.)
- Correspondence: (O.S.); (C.L.)
| | - Catalina Lionte
- Department of Internal Medicine, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania; (V.S.); (R.E.H.); (A.S.); (A.C.); (O.R.P.); (M.C.); (P.C.M.); (L.S.)
- Faculty of Medicine, University of Medicine and Pharmacy Grigore T. Popa, 16 Universitatii Street, 700115 Iasi, Romania; (I.I.C.); (A.O.P.)
- Correspondence: (O.S.); (C.L.)
| | - Raluca Ecaterina Haliga
- Department of Internal Medicine, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania; (V.S.); (R.E.H.); (A.S.); (A.C.); (O.R.P.); (M.C.); (P.C.M.); (L.S.)
- Faculty of Medicine, University of Medicine and Pharmacy Grigore T. Popa, 16 Universitatii Street, 700115 Iasi, Romania; (I.I.C.); (A.O.P.)
| | - Alexandra Stoica
- Department of Internal Medicine, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania; (V.S.); (R.E.H.); (A.S.); (A.C.); (O.R.P.); (M.C.); (P.C.M.); (L.S.)
- Faculty of Medicine, University of Medicine and Pharmacy Grigore T. Popa, 16 Universitatii Street, 700115 Iasi, Romania; (I.I.C.); (A.O.P.)
| | - Alexandr Ceasovschih
- Department of Internal Medicine, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania; (V.S.); (R.E.H.); (A.S.); (A.C.); (O.R.P.); (M.C.); (P.C.M.); (L.S.)
- Faculty of Medicine, University of Medicine and Pharmacy Grigore T. Popa, 16 Universitatii Street, 700115 Iasi, Romania; (I.I.C.); (A.O.P.)
| | - Ovidiu Rusalim Petris
- Department of Internal Medicine, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania; (V.S.); (R.E.H.); (A.S.); (A.C.); (O.R.P.); (M.C.); (P.C.M.); (L.S.)
- Faculty of Medicine, University of Medicine and Pharmacy Grigore T. Popa, 16 Universitatii Street, 700115 Iasi, Romania; (I.I.C.); (A.O.P.)
| | - Mihai Constantin
- Department of Internal Medicine, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania; (V.S.); (R.E.H.); (A.S.); (A.C.); (O.R.P.); (M.C.); (P.C.M.); (L.S.)
- Faculty of Medicine, University of Medicine and Pharmacy Grigore T. Popa, 16 Universitatii Street, 700115 Iasi, Romania; (I.I.C.); (A.O.P.)
| | - Irina Iuliana Costache
- Faculty of Medicine, University of Medicine and Pharmacy Grigore T. Popa, 16 Universitatii Street, 700115 Iasi, Romania; (I.I.C.); (A.O.P.)
- Department of Cardiology, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania
| | - Antoniu Octavian Petris
- Faculty of Medicine, University of Medicine and Pharmacy Grigore T. Popa, 16 Universitatii Street, 700115 Iasi, Romania; (I.I.C.); (A.O.P.)
- Department of Cardiology, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania
| | - Paula Cristina Morariu
- Department of Internal Medicine, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania; (V.S.); (R.E.H.); (A.S.); (A.C.); (O.R.P.); (M.C.); (P.C.M.); (L.S.)
| | - Laurentiu Sorodoc
- Department of Internal Medicine, Clinical Emergency Hospital Sfântul Spiridon, 700111 Iasi, Romania; (V.S.); (R.E.H.); (A.S.); (A.C.); (O.R.P.); (M.C.); (P.C.M.); (L.S.)
- Faculty of Medicine, University of Medicine and Pharmacy Grigore T. Popa, 16 Universitatii Street, 700115 Iasi, Romania; (I.I.C.); (A.O.P.)
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7
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Chang WT, Liu CF, Feng YH, Liao CT, Wang JJ, Chen ZC, Lee HC, Shih JY. An artificial intelligence approach for predicting cardiotoxicity in breast cancer patients receiving anthracycline. Arch Toxicol 2022; 96:2731-2737. [PMID: 35876889 DOI: 10.1007/s00204-022-03341-y] [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: 04/30/2022] [Accepted: 07/14/2022] [Indexed: 11/30/2022]
Abstract
Although anti-cancer therapy-induced cardiotoxicity is known, until now it lacks a reliable risk predictive model of the subsequent cardiotoxicity in breast cancer patients receiving anthracycline therapy. An artificial intelligence (AI) with a machine learning approach has yet to be applied in cardio-oncology. Herein, we aimed to establish a predictive model for differentiating patients at a high risk of developing cardiotoxicity, including cancer therapy-related cardiac dysfunction (CTRCD) and symptomatic heart failure with reduced ejection fraction. This prospective single-center study enrolled patients with newly diagnosed breast cancer who were preparing for anthracycline therapy from 2014 to 2018. We randomized the patients into a 70%/30% split group for ML model training and testing. We used 15 variables, including clinical, chemotherapy, and echocardiographic parameters, to construct a random forest model to predict CTRCD and heart failure with a reduced ejection fraction (HFrEF) during the 3-year follow-up period (median, 30 months). Comparisons of the predictive accuracies among the random forest, logistic regression, support-vector clustering (SVC), LightGBM, K-nearest neighbor (KNN), and multilayer perceptron (MLP) models were also performed. Notably, predicting CTRCD using the MLP model showed the best accuracy compared with the logistic regression, random forest, SVC, LightGBM, and KNN models. The areas under the curves (AUC) of MLP achieved 0.66 with the sensitivity and specificity as 0.86 and 0.53, respectively. Notably, among the features, the use of trastuzumab, hypertension, and anthracycline dose were the major determinants for the development of CTRCD in the logistic regression. Similarly, MLP, logistic regression, and SVM also showed higher AUCs for predicting the development of HFrEF. We also validated the AI prediction model with an additional set of patients developing HFrEF, and MLP presented an AUC of 0.81. Collectively, an AI prediction model is promising for facilitating physicians to predict CTRCD and HFrEF in breast cancer patients receiving anthracycline therapy. Further studies are warranted to evaluate its impact in clinical practice.
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Affiliation(s)
- Wei-Ting Chang
- Division of Cardiology, Department of Internal Medicine, Chi-Mei Medical Center, Zhonghua Road, Yongkang District, 901, Tainan, Taiwan, ROC.,Department of Biotechnology, Southern Taiwan University of Science and Technology, Tainan, Taiwan, ROC.,Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan, ROC
| | - Chung-Feng Liu
- Department of Medical Research, Chi-Mei Medical Center, Tainan, Taiwan, ROC
| | - Yin-Hsun Feng
- Division of Oncology, Department of Internal Medicine, Chi-Mei Medical Center, Tainan, Taiwan, ROC
| | - Chia-Te Liao
- Division of Cardiology, Department of Internal Medicine, Chi-Mei Medical Center, Zhonghua Road, Yongkang District, 901, Tainan, Taiwan, ROC.,Studies Coordinating Centre, Research Unit Hypertension and Cardiovascular Epidemiology, KU Leuven Department of Cardiovascular Sciences, University of Leuven, Leuven, Belgium.,Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan, ROC
| | - Jhi-Joung Wang
- Department of Medical Research, Chi-Mei Medical Center, Tainan, Taiwan, ROC
| | - Zhih-Cherng Chen
- Division of Cardiology, Department of Internal Medicine, Chi-Mei Medical Center, Zhonghua Road, Yongkang District, 901, Tainan, Taiwan, ROC
| | - Hsiang-Chun Lee
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, 807, Taiwan, ROC.,Department of Internal Medicine, School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, 807, Taiwan, ROC
| | - Jhih-Yuan Shih
- Division of Cardiology, Department of Internal Medicine, Chi-Mei Medical Center, Zhonghua Road, Yongkang District, 901, Tainan, Taiwan, ROC. .,Department of Health and Nutrition, Chia Nan University of Pharmacy and Science, Tainan, Taiwan, ROC.
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8
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Marwick TH. Global Longitudinal Strain Monitoring to Guide Cardioprotective Medications During Anthracycline Treatment. Curr Oncol Rep 2022; 24:687-694. [PMID: 35239105 PMCID: PMC9054886 DOI: 10.1007/s11912-022-01242-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/06/2022] [Indexed: 11/30/2022]
Abstract
Purpose of the Review Anthracycline chemotherapy carries a risk of myocardial dysfunction and heart failure even at relatively low doses, and the clinical prediction of cancer treatment-related cardiac dysfunction (CTRCD) is inexact. Careful imaging or biomarker surveillance during chemotherapy can identify CTRCD before the development of heart failure. Currently, this surveillance is performed using ejection fraction (EF). While this is a reliable and reproducible test with three-dimensional techniques, the most widely used imaging technique is two-dimensional echocardiography, for which EF measurements have broad confidence intervals. Recent Findings The use of global myocardial strain (GLS) provides a more reliable and reproducible means of assessing global cardiac function and shows meaningful changes before a significant change of EF. Observational studies have shown that although absolute measurements of GLS, both at baseline and during therapy, are predictive of CTRCD risk, the most reliable approach is to assess the change of GLS with therapy — a meaningful relative change of 10–15% being significant. A clinical trial comparing GLS to EF surveillance did not show a significant change of EF in the overall study group, but did show that patients managed with a the GLS-guided approach were less likely to develop a meaningful change of cardiac function to an abnormal level. In at-risk patients, there is good evidence for the protective value of neurohormonal antagonists and statins: the use of GLS enables these benefits to be directed to those most likely to benefit, while minimizing their use in the majority of people, who do not need them. Summary Although GLS requires an element of training and efforts to ensure uniformity, it has proven to be a feasible, robust, and reproducible technique, ready for wide adoption.
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Affiliation(s)
- Thomas H Marwick
- Baker Heart and Diabetes Institute, PO Box 6492, Melbourne, Victoria, 3004, Australia.
- Baker Department of Cardiometabolic Health, University of Melbourne, Melbourne, Victoria, Australia.
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Volgman AS, Brezden-Masley C, Okwuosa T. Redefining Heart Failure in Breast Cancer. JACC CardioOncol 2022; 4:66-68. [PMID: 35492811 PMCID: PMC9040109 DOI: 10.1016/j.jaccao.2022.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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10
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Esmaeilzadeh M, Urzua Fresno CM, Somerset E, Shalmon T, Amir E, Fan CPS, Brezden-Masley C, Thampinathan B, Thevakumaran Y, Yared K, Koch CA, Abdel-Qadir H, Woo A, Yip P, Marwick TH, Chan R, Wintersperger BJ, Thavendiranathan P. A Combined Echocardiography Approach for the Diagnosis of Cancer Therapy-Related Cardiac Dysfunction in Women With Early-Stage Breast Cancer. JAMA Cardiol 2022; 7:330-340. [PMID: 35138325 PMCID: PMC8829754 DOI: 10.1001/jamacardio.2021.5881] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE Diagnosis of cancer therapy-related cardiac dysfunction (CTRCD) remains a challenge. Cardiovascular magnetic resonance (CMR) provides accurate measurement of left ventricular ejection fraction (LVEF), but access to repeated scans is limited. OBJECTIVE To develop a diagnostic model for CTRCD using echocardiographic LVEF and strain and biomarkers, with CMR as the reference standard. DESIGN, SETTING, AND PARTICIPANTS In this prospective cohort study, patients were recruited from University of Toronto-affiliated hospitals from November 2013 to January 2019 with all cardiac imaging performed at a single tertiary care center. Women with human epidermal growth factor receptor 2 (HER2)-positive early-stage breast cancer were included. The main exclusion criterion was contraindication to CMR. A total of 160 patients were recruited, 136 of whom completed the study. EXPOSURES Sequential therapy with anthracyclines and trastuzumab. MAIN OUTCOMES AND MEASURES Patients underwent echocardiography, high-sensitivity troponin I (hsTnI), B-type natriuretic peptide (BNP), and CMR studies preanthracycline and postanthracycline every 3 months during and after trastuzumab therapy. Echocardiographic measures included 2-dimensional (2-D) LVEF, 3-D LVEF, peak systolic global longitudinal strain (GLS), and global circumferential strain (GCS). LVEF CTRCD was defined using the Cardiac Review and Evaluation Committee Criteria, GLS or GCS CTRCD as a greater than 15% relative change, and abnormal hsTnI and BNP as greater than 26 pg/mL and ≥ 35 pg/mL, respectively, at any follow-up point. Combinations of echocardiographic measures and biomarkers were examined to diagnose CMR CTRCD using conditional inference tree models. RESULTS Among 136 women (mean [SD] age, 51.1 [9.2] years), CMR-identified CTRCD occurred in 37 (27%), and among those with analyzable images, in 30 of 131 (23%) by 2-D LVEF, 27 of 124 (22%) by 3-D LVEF, 53 of 126 (42%) by GLS, 61 of 123 (50%) by GCS, 32 of 136 (24%) by BNP, and 14 of 136 (10%) by hsTnI. In isolation, 3-D LVEF had greater sensitivity and specificity than 2-D LVEF for CMR CTRCD while GLS had greater sensitivity than 2-D or 3-D LVEF. Regression tree analysis identified a sequential algorithm using 3-D LVEF, GLS, and GCS for the optimal diagnosis of CTRCD (area under the receiver operating characteristic curve, 89.3%). The probability of CTRCD when results for all 3 tests were negative was 1.0%. When 3-D LVEF was replaced by 2-D LVEF in the model, the algorithm still performed well; however, its primary value was to rule out CTRCD. Biomarkers did not improve the ability to diagnose CTRCD. CONCLUSIONS AND RELEVANCE Using CMR CTRCD as the reference standard, these data suggest that a sequential approach combining echocardiographic 3-D LVEF with 2-D GLS and 2-D GCS may provide a timely diagnosis of CTRCD during routine CTRCD surveillance with greater accuracy than using these measures individually. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT02306538.
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Affiliation(s)
- Maryam Esmaeilzadeh
- Ted Rogers Program in Cardiotoxicity Prevention, Peter Munk Cardiac Center, Division of Cardiology, Department of Medicine, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Camila M. Urzua Fresno
- Ted Rogers Program in Cardiotoxicity Prevention, Peter Munk Cardiac Center, Division of Cardiology, Department of Medicine, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Emily Somerset
- Rogers Computational Program, Ted Rogers Centre for Heart Research, Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Tamar Shalmon
- Ted Rogers Program in Cardiotoxicity Prevention, Peter Munk Cardiac Center, Division of Cardiology, Department of Medicine, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Eitan Amir
- Princess Margaret Cancer Center, Division of Medical Oncology, Department of Medicine, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Chun-Po Steve Fan
- Rogers Computational Program, Ted Rogers Centre for Heart Research, Peter Munk Cardiac Centre, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Christine Brezden-Masley
- Division of Medical Oncology, Department of Medicine, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Babitha Thampinathan
- Ted Rogers Program in Cardiotoxicity Prevention, Peter Munk Cardiac Center, Division of Cardiology, Department of Medicine, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Yobiga Thevakumaran
- Ted Rogers Program in Cardiotoxicity Prevention, Peter Munk Cardiac Center, Division of Cardiology, Department of Medicine, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Kibar Yared
- Division of Cardiology, Scarborough Health Network, Toronto, Ontario, Canada
| | - C. Anne Koch
- Radiation Medicine Program, Princess Margaret Cancer Center, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Husam Abdel-Qadir
- Ted Rogers Program in Cardiotoxicity Prevention, Peter Munk Cardiac Center, Division of Cardiology, Department of Medicine, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada,Women’s College Hospital, Toronto, Ontario, Canada
| | - Anna Woo
- Ted Rogers Program in Cardiotoxicity Prevention, Peter Munk Cardiac Center, Division of Cardiology, Department of Medicine, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Paul Yip
- Division of Laboratory Medicine and Pathobiology, University Health Network, University of Toronto, Ontario, Canada
| | | | - Rosanna Chan
- Joint Department of Medical Imaging, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Bernd J. Wintersperger
- Joint Department of Medical Imaging, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada,Department of Medical Imaging, University of Toronto, Toronto, Ontario, Canada
| | - Paaladinesh Thavendiranathan
- Ted Rogers Program in Cardiotoxicity Prevention, Peter Munk Cardiac Center, Division of Cardiology, Department of Medicine, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada,Joint Department of Medical Imaging, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
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11
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Evaluation of Risk Prediction Models to Identify Cancer Therapeutics Related Cardiac Dysfunction in Women with HER2+ Breast Cancer. J Clin Med 2022; 11:jcm11030847. [PMID: 35160296 PMCID: PMC8836544 DOI: 10.3390/jcm11030847] [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: 12/31/2021] [Revised: 01/23/2022] [Accepted: 01/31/2022] [Indexed: 12/10/2022] Open
Abstract
Cancer-therapeutics-related cardiac dysfunction (CTRCD) is an important concern in women receiving trastuzumab therapy for HER2+ breast cancer. However, the ability to assess CTRCD risk remains limited. In this retrospective cohort study, we apply three published risk prediction models (Ezaz et al., NSABP-31 cardiac risk scores (CRS), and HFA-ICOS trastuzumab proforma) to 629 women (mean age 52.4 ± 10.9 years) with Stage I-III HER2+ breast cancer treated with trastuzumab ± anthracyclines to assess their performance to identify CTRCD during or immediately post treatment. Using these models, patients were classified into CTRCD risk categories according to the pre-treatment characteristics. With NSABP-31 CRS and HFA-ICOS proformas, patients in the highest risk category had a 1.7-to-2.4-fold higher relative risk of CTRCD than the low-risk category (p = 0.010 and 0.005, respectively). However, with all three risk models, those in the low-risk category had a high absolute risk of CTRCD (15.5–25.5%). The discrimination of the models for CTRCD (AUC 0.51–0.60) and their calibration was limited. NSAP-31 CRS and HFA-ICOS proformas can identify relative differences in CTRCD risk between patients, but when considering absolute risk, they are only able to identify the highest risk patients. There remains an ongoing need for accurate CTRCD risk prediction models in women with HER2+ breast cancer.
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12
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Dent S, Fergusson D, Aseyev O, Stober C, Pond G, Awan AA, McGee SF, Ng TL, Simos D, Vandermeer L, Saunders D, Hilton JF, Hutton B, Clemons M. A Randomized Trial Comparing 3- versus 4-Monthly Cardiac Monitoring in Patients Receiving Trastuzumab-Based Chemotherapy for Early Breast Cancer. Curr Oncol 2021; 28:5073-5083. [PMID: 34940066 PMCID: PMC8700071 DOI: 10.3390/curroncol28060427] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 11/23/2021] [Accepted: 11/28/2021] [Indexed: 12/30/2022] Open
Abstract
PURPOSE The optimal frequency for cardiac monitoring of left ventricular ejection fraction (LVEF) in patients receiving trastuzumab-based therapy for early breast cancer (EBC) is unknown. We conducted a randomized controlled trial comparing 3- versus 4-monthly cardiac monitoring. PATIENTS AND METHOD Patients scheduled to receive trastuzumab-containing cancer therapy for EBC with normal (>53%) baseline LVEF were randomized to undergo LVEF assessments every 3 or 4 months. The primary outcome was the change in LVEF from baseline. Secondary outcomes included the rate of cardiac dysfunction (defined as a decrease in the LVEF of ≥10 percentage points, to a value <53%), delays in or discontinuation of trastuzumab therapy, and cardiology referral. RESULTS Of the 200 eligible and enrolled patients, 100 (50%) were randomized to 3-monthly and 100 (50%) to 4-monthly cardiac monitoring. Of these patients, 98 and 97 respectively underwent at least one cardiac scan. The estimated mean difference in LVEF from baseline was -0.94% (one-sided 95% lower bound: -2.14), which exceeded the pre-defined non-inferiority margin of -4%. There were also no significant differences between the two study arms for any of the secondary endpoints. The rate of detection of cardiac dysfunction was 16.3% (16/98) and 12.4% (12/97) in the 3- and 4-monthly arms, respectively (95% CI: 4.0 [-5.9, 13.8]). CONCLUSIONS Cardiac monitoring every 4 months was deemed non-inferior to that every 3 months in patients with HER2-positive EBC being treated with trastuzumab-based therapy. Given its costs and inconvenience, cardiac monitoring every 4 months should be considered standard practice. Registration: NCT02696707, 18 February 2016.
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Affiliation(s)
- Susan Dent
- Division of Medical Oncology, Department of Medicine, The Ottawa Hospital, The University of Ottawa, Ottawa, ON K1H 8L6, Canada; (S.D.); (A.A.A.); (S.F.M.); (T.L.N.); (J.F.H.)
- Cancer Therapeutics Program, The Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (C.S.); (L.V.); (D.S.)
| | - Dean Fergusson
- Clinical Epidemiology Program, The Ottawa Hospital Research Institute, The University of Ottawa, Ottawa, ON K1H 8L6, Canada; (D.F.); (B.H.)
| | - Olexiy Aseyev
- Thunder Bay Regional Cancer Care Northwest, Thunder Bay Regional Health Sciences Centre, Thunder Bay, ON P7B 6V4, Canada;
| | - Carol Stober
- Cancer Therapeutics Program, The Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (C.S.); (L.V.); (D.S.)
| | - Gregory Pond
- Department of Oncology, McMaster University, Hamilton, ON L8S 4L8, Canada;
| | - Arif A. Awan
- Division of Medical Oncology, Department of Medicine, The Ottawa Hospital, The University of Ottawa, Ottawa, ON K1H 8L6, Canada; (S.D.); (A.A.A.); (S.F.M.); (T.L.N.); (J.F.H.)
| | - Sharon F. McGee
- Division of Medical Oncology, Department of Medicine, The Ottawa Hospital, The University of Ottawa, Ottawa, ON K1H 8L6, Canada; (S.D.); (A.A.A.); (S.F.M.); (T.L.N.); (J.F.H.)
| | - Terry L. Ng
- Division of Medical Oncology, Department of Medicine, The Ottawa Hospital, The University of Ottawa, Ottawa, ON K1H 8L6, Canada; (S.D.); (A.A.A.); (S.F.M.); (T.L.N.); (J.F.H.)
| | - Demetrios Simos
- Stronach Regional Cancer Center, Southlake Regional Health Care Centre, Newmarket, ON L3Y 2P9, Canada;
| | - Lisa Vandermeer
- Cancer Therapeutics Program, The Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (C.S.); (L.V.); (D.S.)
| | - Deanna Saunders
- Cancer Therapeutics Program, The Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (C.S.); (L.V.); (D.S.)
| | - John F. Hilton
- Division of Medical Oncology, Department of Medicine, The Ottawa Hospital, The University of Ottawa, Ottawa, ON K1H 8L6, Canada; (S.D.); (A.A.A.); (S.F.M.); (T.L.N.); (J.F.H.)
- Cancer Therapeutics Program, The Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (C.S.); (L.V.); (D.S.)
| | - Brian Hutton
- Clinical Epidemiology Program, The Ottawa Hospital Research Institute, The University of Ottawa, Ottawa, ON K1H 8L6, Canada; (D.F.); (B.H.)
| | - Mark Clemons
- Division of Medical Oncology, Department of Medicine, The Ottawa Hospital, The University of Ottawa, Ottawa, ON K1H 8L6, Canada; (S.D.); (A.A.A.); (S.F.M.); (T.L.N.); (J.F.H.)
- Cancer Therapeutics Program, The Ottawa Hospital Research Institute, Ottawa, ON K1H 8L6, Canada; (C.S.); (L.V.); (D.S.)
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13
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Kim DY, Park MS, Youn JC, Lee S, Choi JH, Jung MH, Kim LS, Kim SH, Han S, Ryu KH. Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO-RADIAT Score. J Am Heart Assoc 2021. [PMID: 34369199 DOI: 10.1161/jaha.121.02193] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Background Cardiovascular disease is an important cause of mortality among survivors of breast cancer (BC). We developed a prediction model for major adverse cardiovascular events after BC therapy, which is based on conventional and BC treatment-related cardiovascular risk factors. Methods and Results The cohort of the study consisted of 1256 Asian female patients with BC from 4 medical centers in Korea and was randomized in a 1:1 ratio into the derivation and validation cohorts. The outcome measures comprised cardiovascular mortality, myocardial infarction, congestive heart failure, and transient ischemic attack/stroke. To correct overfitting, a penalized Cox proportional hazards regression was performed with a cross-validation approach. Number of cardiovascular diseases (myocardial infarction, peripheral artery disease, heart failure, and transient ischemic attack/stroke), number of baseline cardiovascular risk factors (hypertension, age ≥60, body mass index ≥30 kg/m2, estimated glomerular filtration rate <60 mL/min per 1.73 m2, dyslipidemia, and diabetes mellitus), radiation to the left breast, and anthracycline dose per 100 mg/m2 were included in the risk prediction model. The time-dependent C-indices at 3 and 7 years after BC diagnosis were 0.876 and 0.842, respectively, in the validation cohort. Conclusions A prediction score model, including BC treatment-related risk factors and conventional risk factors, was developed and validated to predict major adverse cardiovascular events in patients with BC. The CHEMO-RADIAT (congestive heart failure, hypertension, elderly, myocardial infarction/peripheral artery occlusive disease, obesity, renal failure, abnormal lipid profile, diabetes mellitus, irradiation of the left breast, anthracycline dose, and transient ischemic attack/stroke) score may provide overall cardiovascular risk stratification in survivors of BC and can assist physicians in multidisciplinary decision-making regarding the BC treatment.
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Affiliation(s)
- Do Young Kim
- Division of Cardiology Dongtan Sacred Heart HospitalHallym University College of Medicine Hwaseong Republic of Korea
| | - Myung-Soo Park
- Division of Cardiology Dongtan Sacred Heart HospitalHallym University College of Medicine Hwaseong Republic of Korea
| | - Jong-Chan Youn
- Division of Cardiology Dongtan Sacred Heart HospitalHallym University College of Medicine Hwaseong Republic of Korea.,Division of Cardiology Department of Internal Medicine Seoul St. Mary's HospitalCatholic Research Institute for Intractable Cardiovascular DiseaseCollege of MedicineThe Catholic University of Korea Seoul Republic of Korea
| | - Sunki Lee
- Division of Cardiology Dongtan Sacred Heart HospitalHallym University College of Medicine Hwaseong Republic of Korea
| | - Jae Hyuk Choi
- Division of Cardiology Dongtan Sacred Heart HospitalHallym University College of Medicine Hwaseong Republic of Korea
| | - Mi-Hyang Jung
- Division of Cardiology Dongtan Sacred Heart HospitalHallym University College of Medicine Hwaseong Republic of Korea
| | - Lee Su Kim
- Division of Breast and Endocrine Surgery Hallym University Sacred Heart HospitalHallym University College of Medicine Anyang Republic of Korea
| | - Sung Hea Kim
- Division of Cardiology Department of Internal Medicine Konkuk University HospitalSchool of MedicineKonkuk University Seoul Republic of Korea
| | - Seongwoo Han
- Division of Cardiology Dongtan Sacred Heart HospitalHallym University College of Medicine Hwaseong Republic of Korea
| | - Kyu-Hyung Ryu
- Division of Cardiology Dongtan Sacred Heart HospitalHallym University College of Medicine Hwaseong Republic of Korea
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14
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Kim DY, Park M, Youn J, Lee S, Choi JH, Jung M, Kim LS, Kim SH, Han S, Ryu K. Development and Validation of a Risk Score Model for Predicting the Cardiovascular Outcomes After Breast Cancer Therapy: The CHEMO-RADIAT Score. J Am Heart Assoc 2021; 10:e021931. [PMID: 34369199 PMCID: PMC8475066 DOI: 10.1161/jaha.121.021931] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 07/09/2021] [Indexed: 12/27/2022]
Abstract
Background Cardiovascular disease is an important cause of mortality among survivors of breast cancer (BC). We developed a prediction model for major adverse cardiovascular events after BC therapy, which is based on conventional and BC treatment-related cardiovascular risk factors. Methods and Results The cohort of the study consisted of 1256 Asian female patients with BC from 4 medical centers in Korea and was randomized in a 1:1 ratio into the derivation and validation cohorts. The outcome measures comprised cardiovascular mortality, myocardial infarction, congestive heart failure, and transient ischemic attack/stroke. To correct overfitting, a penalized Cox proportional hazards regression was performed with a cross-validation approach. Number of cardiovascular diseases (myocardial infarction, peripheral artery disease, heart failure, and transient ischemic attack/stroke), number of baseline cardiovascular risk factors (hypertension, age ≥60, body mass index ≥30 kg/m2, estimated glomerular filtration rate <60 mL/min per 1.73 m2, dyslipidemia, and diabetes mellitus), radiation to the left breast, and anthracycline dose per 100 mg/m2 were included in the risk prediction model. The time-dependent C-indices at 3 and 7 years after BC diagnosis were 0.876 and 0.842, respectively, in the validation cohort. Conclusions A prediction score model, including BC treatment-related risk factors and conventional risk factors, was developed and validated to predict major adverse cardiovascular events in patients with BC. The CHEMO-RADIAT (congestive heart failure, hypertension, elderly, myocardial infarction/peripheral artery occlusive disease, obesity, renal failure, abnormal lipid profile, diabetes mellitus, irradiation of the left breast, anthracycline dose, and transient ischemic attack/stroke) score may provide overall cardiovascular risk stratification in survivors of BC and can assist physicians in multidisciplinary decision-making regarding the BC treatment.
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Affiliation(s)
- Do Young Kim
- Division of CardiologyDongtan Sacred Heart HospitalHallym University College of MedicineHwaseongRepublic of Korea
| | - Myung‐Soo Park
- Division of CardiologyDongtan Sacred Heart HospitalHallym University College of MedicineHwaseongRepublic of Korea
| | - Jong‐Chan Youn
- Division of CardiologyDongtan Sacred Heart HospitalHallym University College of MedicineHwaseongRepublic of Korea
- Division of CardiologyDepartment of Internal MedicineSeoul St. Mary's HospitalCatholic Research Institute for Intractable Cardiovascular DiseaseCollege of MedicineThe Catholic University of KoreaSeoulRepublic of Korea
| | - Sunki Lee
- Division of CardiologyDongtan Sacred Heart HospitalHallym University College of MedicineHwaseongRepublic of Korea
| | - Jae Hyuk Choi
- Division of CardiologyDongtan Sacred Heart HospitalHallym University College of MedicineHwaseongRepublic of Korea
| | - Mi‐Hyang Jung
- Division of CardiologyDongtan Sacred Heart HospitalHallym University College of MedicineHwaseongRepublic of Korea
| | - Lee Su Kim
- Division of Breast and Endocrine SurgeryHallym University Sacred Heart HospitalHallym University College of MedicineAnyangRepublic of Korea
| | - Sung Hea Kim
- Division of CardiologyDepartment of Internal MedicineKonkuk University HospitalSchool of MedicineKonkuk UniversitySeoulRepublic of Korea
| | - Seongwoo Han
- Division of CardiologyDongtan Sacred Heart HospitalHallym University College of MedicineHwaseongRepublic of Korea
| | - Kyu‐Hyung Ryu
- Division of CardiologyDongtan Sacred Heart HospitalHallym University College of MedicineHwaseongRepublic of Korea
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15
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He X, Ji J, Dai X, Qdaisat AZ, Esteva FJ, Hortobagyi GN, Yeung SCJ. Association of Cardiovascular Disease Risk Factors with Late Cardiotoxicity and Survival in HER2-positive Breast Cancer Survivors. Clin Cancer Res 2021; 27:5343-5352. [PMID: 34117035 DOI: 10.1158/1078-0432.ccr-20-4162] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 01/20/2021] [Accepted: 06/09/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE Breast cancer and cardiovascular (CV) diseases often share the same risk factors. It is increasingly important to identify risk factors for CV events in patients with high-risk breast cancer and explore optimal treatment regimens. PATIENTS AND METHODS Early HER2-positive breast cancer patients at our institution between January 1998 and October 2009 were reviewed. Primary outcome was late-severe-CV-event-free survival, and late severe CV events were defined as cardiovascular death, cardiomyopathy, symptomatic heart failure, and myocardial infarction developing 2+ years after breast cancer diagnosis. Kaplan-Meier plots, Cox proportional hazard regressions, and restricted mean survival time were used to evaluate outcomes. RESULTS We identified 2,448 consecutive eligible patients with a median follow-up time of 111.0 months (interquartile range, 52.0-151.8 months). One hundred and thirty-six patients had late severe CV events and 752 died of any cause [533 (70.9%) died of primary breast cancer; 12 (1.6%) died of cardiovascular disease]. Hypertension [HR, 1.546; 95% confidence interval (95% CI), 1.030-2.320; P = 0.036] and history of coronary artery disease (CAD; HR, 3.333; 95% CI, 1.669-6.656; P < 0.001) were associated with worse late-severe-CV-event-free survival. Anthracycline-containing regimens (HR, 1.536; 95% CI, 0.979-2.411; P = 0.062) was not a significant risk factor for CV events in multivariate analysis. Regimens containing both anthracycline and anti-HER2 therapy were prognostic for better OS (HR, 0.515; 95% CI, 0.412-0.643; P < 0.001). CONCLUSIONS Hypertension and CAD history were independent prognostic factors for late severe CV events. Adding anti-HER2 agents to anthracycline-containing regimens did not substantially increase the risk for late severe cardiotoxicity and conferred better overall survival.
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Affiliation(s)
- Xuexin He
- Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| | - Jiali Ji
- Department of Oncology, Tumor Hospital Affiliated to Nantong University, Nantong, Jiangsu, China
| | - Xiaolan Dai
- Department of Pharmacy, Shantou University, School of Medicine, Shantou, Guangdong, China
| | - Aiham Z Qdaisat
- Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Francisco J Esteva
- Division of Hematology/Oncology, Perlmutter Cancer Center, NYU Langone Health, New York, New York
| | - Gabriel N Hortobagyi
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sai-Ching J Yeung
- Division of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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16
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Dempsey N, Rosenthal A, Dabas N, Kropotova Y, Lippman M, Bishopric NH. Trastuzumab-induced cardiotoxicity: a review of clinical risk factors, pharmacologic prevention, and cardiotoxicity of other HER2-directed therapies. Breast Cancer Res Treat 2021; 188:21-36. [PMID: 34115243 DOI: 10.1007/s10549-021-06280-x] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 05/28/2021] [Indexed: 01/03/2023]
Abstract
PURPOSE Despite great success as a targeted breast cancer therapy, trastuzumab use may be complicated by heart failure and loss of left ventricular contractile function. This review summarizes the risk factors, imaging, and prevention of cardiotoxicity associated with trastuzumab and other HER2-targeted therapies. FINDINGS Cardiovascular disease risk factors, advanced age, and previous anthracycline treatment predispose to trastuzumab-induced cardiotoxicity (TIC), with anthracycline exposure being the most significant risk factor. Cardiac biomarkers such as troponins and pro-BNP and imaging assessments such as echocardiogram before and during trastuzumab therapy may help in early identification of TIC. Initiation of beta-adrenergic antagonists and angiotensin converting enzyme inhibitors may prevent TIC. Cardiotoxicity rates of other HER2-targeted treatments, such as pertuzumab, T-DM1, lapatinib, neratinib, tucatinib, trastuzumab deruxtecan, and margetuximab, appear to be significantly lower as reported in the pivotal trials which led to their approval. CONCLUSIONS Risk assessment for TIC should include cardiac imaging assessment and should incorporate prior anthracycline use, the strongest risk factor for TIC. Screening and prediction of cardiotoxicity, referral to a cardio-oncology specialist, and initiation of effective prophylactic therapy may all improve prognosis in patients receiving HER2-directed therapy. Beta blockers and ACE inhibitors appear to mitigate risk of TIC. Anthracycline-free regimens have been proven to be efficacious in early HER2-positive breast cancer and should now be considered the standard of care for early HER2-positive breast cancer. Newer HER2-directed therapies appear to have significantly lower cardiotoxicity compared to trastuzumab, but trials are needed in patients who have experienced TIC and patients with pre-existing cardiac dysfunction.
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Affiliation(s)
- Naomi Dempsey
- Divisions of Medical Oncology, Department of Medicine, University of Miami Miller School of Medicine, 1120 NW 14th Street, Miami, FL, 33136, USA.
| | - Amanda Rosenthal
- Divisions of Medical Oncology, Department of Medicine, University of Miami Miller School of Medicine, 1120 NW 14th Street, Miami, FL, 33136, USA.,Department of Medicine, Kaiser Permanente Los Angeles Medical Center, 4867 Sunset Blvd, Los Angeles, CA, 90027, USA
| | - Nitika Dabas
- Divisions of Cardiology, Department of Medicine, University of Miami Miller School of Medicine, 1120 NW 14th Street, Miami, FL, 33136, USA
| | - Yana Kropotova
- Divisions of Medical Oncology, Department of Medicine, University of Miami Miller School of Medicine, 1120 NW 14th Street, Miami, FL, 33136, USA
| | - Marc Lippman
- Divisions of Medical Oncology, Department of Medicine, University of Miami Miller School of Medicine, 1120 NW 14th Street, Miami, FL, 33136, USA.,Georgetown Lombardi Comprehensive Cancer Center, Georgetown University, 3970 Reservoir Rd NW, Washington, DC, 20007, USA
| | - Nanette H Bishopric
- Georgetown Lombardi Comprehensive Cancer Center, Georgetown University, 3970 Reservoir Rd NW, Washington, DC, 20007, USA.,MedStar Heart Research Institute, MedStar Washington Hospital Center, 110 Irving St NW, Washington, DC, 20010, USA
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Altena R, Hubbert L, Kiani NA, Wengström Y, Bergh J, Hedayati E. Evidence-based prediction and prevention of cardiovascular morbidity in adults treated for cancer. CARDIO-ONCOLOGY (LONDON, ENGLAND) 2021; 7:20. [PMID: 34049593 PMCID: PMC8161987 DOI: 10.1186/s40959-021-00105-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 05/04/2021] [Indexed: 12/22/2022]
Abstract
BACKGROUND Cancer treatment-related morbidity relevantly compromises health status in cancer survivors, and efforts to optimise health-related outcomes in this population are vital to maximising healthy survivorship. A pre-treatment assessment - and possibly preventive management strategies - of cancer patients at increased risk for cardiovascular disease (CVD) seems a rational approach in this regard. Definitive evidence for such strategies is largely lacking, thereby impeding the formulation of firm recommendations. RESULTS The current scoping review aims to summarise and grade the evidence regarding strategies for prediction and prevention of CVD in adults in relation to oncological treatments. We conducted a scoping literature search for different strategies for primary prevention, such as medical and lifestyle interventions, as well as the use of predictive risk scores. We identified studies with moderate to good strength and up to now limited evidence to recommend primary preventive strategies in unselected patients treated with potentially cardiotoxic oncologic therapies. CONCLUSION Efforts to minimize the CVD burden in cancer survivors are needed to accomplish healthy survivorship. This can be done by means of robust models predictive for CVD events or application of interventions during or after oncological treatments. Up to now there is insufficient evidence to implement preventive strategies in an unselected group of patients treated with potential cardiotoxic oncological treatments. We conclude that randomised controlled trials are needed that evaluate medical and lifestyle interventions in groups at increased risk for complications, in order to be able to influence chronic illness risks, such as cardiovascular complications, for cancer survivors.
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Affiliation(s)
- Renske Altena
- Department of Oncology and Pathology Cancer Center Karolinska, Karolinska Institutet, Stockholm, Sweden.
- Medical Unit breast, endocrine tumours and sarcoma, Theme Cancer, Karolinska University Hospital Stockholm, Solna, Sweden.
| | - Laila Hubbert
- Department of Cardiology and Department of Health, Medicine and Caring Sciences, Linköping University, Norrköping, Sweden
| | - Narsis A Kiani
- Department of Oncology and Pathology Cancer Center Karolinska, Karolinska Institutet, Stockholm, Sweden
| | - Yvonne Wengström
- Department of Neurobiology, Care Sciences and Society, Division of Nursing, Karolinska Institutet, Stockholm, Sweden
| | - Jonas Bergh
- Department of Oncology and Pathology Cancer Center Karolinska, Karolinska Institutet, Stockholm, Sweden
- Medical Unit breast, endocrine tumours and sarcoma, Theme Cancer, Karolinska University Hospital Stockholm, Solna, Sweden
| | - Elham Hedayati
- Department of Oncology and Pathology Cancer Center Karolinska, Karolinska Institutet, Stockholm, Sweden
- Medical Unit breast, endocrine tumours and sarcoma, Theme Cancer, Karolinska University Hospital Stockholm, Solna, Sweden
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ECG Scoring for the Evaluation of Therapy-Naïve Cancer Patients to Predict Cardiotoxicity. Cancers (Basel) 2021; 13:cancers13061197. [PMID: 33801913 PMCID: PMC7999575 DOI: 10.3390/cancers13061197] [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: 02/06/2021] [Revised: 02/28/2021] [Accepted: 03/01/2021] [Indexed: 11/17/2022] Open
Abstract
Simple Summary Due to improved survival upon effective anti-cancer therapies, the management of treatment-related side-effects is of increasing interest and importance. Cardiovascular side-effects of chemo-, targeted- and/or immunotherapies are common and can be harmful. To date, the identification of patients who could experience those cardiovascular side-effects prior to the anti-cancer therapy start is difficult. We show that the use of a simple electrocardiographic (ECG) score can help to predict the occurrence of cardiovascular toxicity of anti-cancer therapies. Abstract Objective: To evaluate a new electrocardiographic (ECG) score reflecting domains of electrical and structural alterations in therapy-naïve cancer patients to assess their risk of cardiotoxicity. Methods: We performed a retrospective analysis of 134 therapy-naïve consecutive cancer patients in our two university hospitals concerning four ECG score parameters: Contiguous Q-waves, markers of left ventricular (LV) hypertrophy, QRS duration and JTc prolongation. Cardiotoxicity was assessed after a short-term follow-up (up to 12 months). Results: Of all the patients (n = 25), 19% reached 0 points, 50% (n = 67) reached 1 point, 25% (n = 33) reached 2 points, 5% (n = 7) reached 3 points and 0.7% reached 4 or 5 points (n = 1 respectively). The incidence of cardiotoxicity (n = 28 [21%]) increased with the ECG score, with 0 points at 0%, 1 point 7.5%, 2 points 55%, 3 points 71% and ≥3 points 50%. In the ROC (Receiver operating curves) analysis, the best cut-off for predicting cardiotoxicity was an ECG score of ≥2 points (sensitivity 82%, specificity 82%, AUC 0.84, 95% CI 0.77–0.92, p < 0.0001) which was then defined as a high-risk score. High-risk patients did not differ concerning their age, LV ejection fraction, classical cardiovascular risk factors or cardiac biomarkers compared to those with a low-risk ECG score. Conclusion: ECG scoring prior to the start of anti-cancer therapies may help to identify therapy-naïve cancer patients at a higher risk for the development of cardiotoxicity.
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Olorundare OE, Adeneye AA, Akinsola AO, Ajayi AM, Agede OA, Soyemi SS, Mgbehoma AI, Okoye II, Albrecht RM, Ntambi JM, Crooks PA. Therapeutic Potentials of Selected Antihypertensive Agents and Their Fixed-Dose Combinations Against Trastuzumab-Mediated Cardiotoxicity. Front Pharmacol 2021; 11:610331. [PMID: 33897413 PMCID: PMC8058606 DOI: 10.3389/fphar.2020.610331] [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: 09/25/2020] [Accepted: 11/23/2020] [Indexed: 01/20/2023] Open
Abstract
Trastuzumab (TZM) is useful in the clinical management of HER2-positive metastatic breast, gastric, and colorectal carcinoma but has been limited by its off-target cardiotoxicity. This study investigates the therapeutic potentials of 0.25 mg/kg/day amlodipine, 0.035 mg/kg/day lisinopril, 5 mg/kg/day valsartan, and their fixed-dose combinations in TZM-intoxicated Wistar rats that were randomly allotted into 10 groups of 6 rats for each group. Group I rats were treated with 10 ml/kg/day sterile water orally and 1 ml/kg/day sterile water intraperitoneally; Groups II, III, and IV rats were orally gavaged with 5 mg/kg/day valsartan and 1 ml/kg/day sterile water intraperitoneally, 0.25 mg/kg/day amlodipine and 1 ml/kg/day sterile water via the intraperitoneal route, 0.035 mg/kg/day lisinopril and 1 ml/kg/day sterile water administered intraperitoneally, respectively. Group V rats were orally treated with 10 ml/kg/day of sterile water prior to intraperitoneal administration of 2.25 mg/kg/day of TZM. Groups VI–VIII rats were equally pretreated with 5 mg/kg/day valsartan, 0.25 mg/kg/day amlodipine, and 0.035 mg/kg/day lisinopril before intraperitoneal 2.25 mg/kg/day TZM treatment, respectively; Groups IX and X rats were orally pretreated with the fixed-dose combinations of 0.25 mg/kg/day amlodipine +0.035 mg/kg/day lisinopril and 5 mg/kg/day valsartan +0.035 mg/kg/day lisinopril, respectively, before TZM treatment. Cardiac injury and tissue oxidative stress markers, complete lipids profile, histopathological, and immunohistochemical assays were the evaluating endpoints. Results showed that repeated TZM treatments caused profound increases in the serum TG and VLDL-c levels, serum cTnI and LDH levels, and cardiac tissue caspase-3 and -9 levels but decreased BCL-2 expression. TZM also profoundly attenuated CAT, SOD, GST and GPx activities, and increased MDA levels in the treated tissues. In addition, TZM cardiotoxicity was characterized by marked vascular and cardiomyocyte congestion and coronary artery microthrombi formation. However, the altered biochemical, histopathological, and immunohistochemical changes were reversed with amlodipine, lisinopril, valsartan, and fixed-dose combinations, although fixed-dose valsartan/lisinopril combination was further associated with hyperlipidemia and increased AI and CRI values and coronary artery cartilaginous metaplasia. Thus, the promising therapeutic potentials of amlodipine, lisinopril, valsartan and their fixed-dose combinations in the management of TZM cardiotoxicity, majorly mediated via antiapoptotic and oxidative stress inhibition mechanisms were unveiled through this study.
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Affiliation(s)
- Olufunke Esan Olorundare
- Department of Pharmacology and Therapeutics, Faculty of Basic Clinical Sciences, College of Health Sciences, University of Ilorin, Ilorin, Nigeria
| | - Adejuwon Adewale Adeneye
- Department of Pharmacology, Therapeutics and Toxicology, Faculty of Basic Clinical Sciences, Lagos State University College of Medicine, Ikeja, Nigeria
| | - Akinyele Olubiyi Akinsola
- Department of Pharmacology and Therapeutics, Faculty of Basic Clinical Sciences, College of Health Sciences, University of Ilorin, Ilorin, Nigeria
| | - Abayomi Mayowa Ajayi
- Department of Pharmacology and Therapeutics, Faculty of Basic Medical Sciences, University of Ibadan, Ibadan, Nigeria
| | - Olalekan Ayodele Agede
- Department of Pharmacology and Therapeutics, Faculty of Basic Clinical Sciences, College of Health Sciences, University of Ilorin, Ilorin, Nigeria
| | - Sunday Sokunle Soyemi
- Department of Pathology and Forensic Medicine, Faculty of Basic Clinical Sciences, Lagos State University College of Medicine, Ikeja, Nigeria
| | - Alban Ikenna Mgbehoma
- Department of Pathology and Forensic Medicine, Lagos State University Teaching Hospital, Ikeja, Nigeria
| | - Ikechukwu Innocent Okoye
- Department of Oral Pathology and Medicine, Faculty of Dentistry, Lagos State University College of Medicine, Ikeja, Nigeria
| | - Ralph M Albrecht
- Department of Animal Sciences, University of Wisconsin, Madison, WI, United States
| | - James Mukasa Ntambi
- Department of Nutritional Sciences, College of Agricultural and Life Sciences, University of Wisconsin, Madison, Madison, WI, United States
| | - Peter Anthony Crooks
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Arkansas for Medical Sciences, Little Rock, AR, United States
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Iacopo F, Branch M, Cardinale D, Middeldorp M, Sanders P, Cohen JB, Achirica MC, Jaiswal S, Brown SA. Preventive Cardio-Oncology: Cardiovascular Disease Prevention in Cancer Patients and Survivors. CURRENT TREATMENT OPTIONS IN CARDIOVASCULAR MEDICINE 2021. [DOI: 10.1007/s11936-020-00883-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Hariri N, Zare S, Murphy J, Fadare O. Cost-effectiveness of a Dual (Immunohistochemistry and Fluorescence In Situ Hybridization) HER2/neu Testing Strategy on Invasive Breast Cancers. Appl Immunohistochem Mol Morphol 2021; 29:42-48. [PMID: 32205742 DOI: 10.1097/pai.0000000000000849] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The American Society of Clinical Oncology and the College of American Pathologists recommend that human epidermal growth factor receptor 2 (HER2)/neu status be determined for all invasive breast cancers. Although the most commonly used modalities to determine HER2/neu status, immunohistochemistry (IHC) and fluorescence in situ hybridization (FISH), generally give concordant results, a small but consistent discordance rate between them has been demonstrated in prior studies. Most institutions in the United States use a "reflex testing strategy" for determining HER2/neu status. In a reflex testing strategy, cancers are screened with IHC, and FISH is reflexively performed only if the IHC results are classified as equivocal. Other institutions perform both tests on all cancers to maximize diagnostic accuracy (dual testing strategy). The cost-effectiveness of dual testing and reflex testing strategies are comparatively assessed herein. A decision analysis model was established comparing these 2 testing strategies. Model probabilities were obtained from an institutional invasive breast cancer cohort. Quality-adjusted life-years (QALYs) and cost estimates were extracted from published literature. All costs were converted to 2018 US$ values using the consumer price index. One-way sensitivity analysis was performed, as well as probabilistic sensitivity analyses with acceptability curves. A total of 1247 consecutive invasive breast cancer specimens were tested with a dual strategy. By IHC, 65%, 28%, and 10% were negative, equivocal, and positive, respectively. By FISH, 87% and 13% were HER2/neu-negative and HER2/neu-positive, respectively. Six patients whose cancers were IHC-positive (3+) were found to be FISH-negative. These 6 represented 5% of the 119 cases with HER2/neu 3+ scores and 0.55% of the 1082 cases with HER2/neu-negative results by FISH. Sixteen (2%) of 809 cases with a negative IHC result were ultimately classified as HER2/neu-amplified by FISH. These 16 cases constituted 10% of all cases that were ultimately classified as HER2/neu-amplified by FISH. Overall, a reflex testing strategy was found to be less costly than a dual testing strategy ($44,470.99 vs. $45,908.86, respectively), but was also less effective (10.28 vs. 10.30 QALYs). The incremental cost-effectiveness ratio was $70,051.55/QALY. In conclusion, in this single institutional cohort of breast cancers, a dual testing strategy to determine HER2/neu status was found to be more cost-effective than a reflex testing strategy.
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Affiliation(s)
- Nosaibah Hariri
- Department of Pathology, Anatomic Pathology Division, University of California San Diego Health
- Department of Pathology, University of Tabuk School of Medicine, Tabuk, Saudi Arabia
| | - Somaye Zare
- Department of Pathology, Anatomic Pathology Division, University of California San Diego Health
| | - James Murphy
- Department of Radiation Medicine and Applied Sciences, University of California San Diego, La Jolla, CA
| | - Oluwole Fadare
- Department of Pathology, Anatomic Pathology Division, University of California San Diego Health
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Prasad P, Branch M, Asemota D, Elsayed R, Addison D, Brown SA. Cardio-Oncology Preventive Care: Racial and Ethnic Disparities. CURRENT CARDIOVASCULAR RISK REPORTS 2020. [DOI: 10.1007/s12170-020-00650-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Kikuchi R, Shah NP, Dent SF. Strategies to Prevent Cardiovascular Toxicity in Breast Cancer: Is It Ready for Primetime? J Clin Med 2020; 9:E896. [PMID: 32218132 PMCID: PMC7230166 DOI: 10.3390/jcm9040896] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 03/16/2020] [Accepted: 03/20/2020] [Indexed: 11/16/2022] Open
Abstract
Cardio-oncology is an emerging field tasked with identifying and treating cancer therapy related cardiac dysfunction (e.g., cytotoxic agents, immunotherapies, radiation, and hormone therapies) and optimizing the cardiovascular health of cancer patients exposed to these agents. Novel cancer therapies have led to significant improvements in clinical outcomes for breast cancer patients. In this article, we review the current literature on assessing cardiovascular risk of breast cancer therapies and discuss strategies (including pharmacological and lifestyle interventions) to prevent cardiovascular toxicity.
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Affiliation(s)
- Robin Kikuchi
- Division of Medical Oncology, Duke Cancer Institute, Duke University, Durham, NC 27710, USA;
| | - Nishant P. Shah
- Division of Cardiology, Duke Heart Center, Duke University, Durham, NC 27710, USA;
| | - Susan F. Dent
- Division of Medical Oncology, Duke Cancer Institute, Duke University, Durham, NC 27710, USA;
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Affiliation(s)
- Michael A. Biersmith
- Cardio‐Oncology ProgramDivision of Cardiovascular MedicineDepartment of MedicineThe Ohio State UniversityColumbusOH
| | - Matthew S. Tong
- Cardio‐Oncology ProgramDivision of Cardiovascular MedicineDepartment of MedicineThe Ohio State UniversityColumbusOH
| | - Avirup Guha
- Cardio‐Oncology ProgramDivision of Cardiovascular MedicineDepartment of MedicineThe Ohio State UniversityColumbusOH
- Harrington Heart and Vascular InstituteCase Western Reserve UniversityClevelandOH
| | - Orlando P. Simonetti
- Cardio‐Oncology ProgramDivision of Cardiovascular MedicineDepartment of MedicineThe Ohio State UniversityColumbusOH
| | - Daniel Addison
- Cardio‐Oncology ProgramDivision of Cardiovascular MedicineDepartment of MedicineThe Ohio State UniversityColumbusOH
- Division of Cancer Prevention and ControlDepartment of MedicineCollege of MedicineThe Ohio State UniversityColumbusOH
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Dang CT, Blaes A, Lynce F, Swain SM, Dent S. Left Ventricular Ejection Fraction Monitoring Adherence Rates: Why So Low? JACC Cardiovasc Imaging 2019; 11:1094-1097. [PMID: 30092968 DOI: 10.1016/j.jcmg.2018.02.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Accepted: 02/15/2018] [Indexed: 01/27/2023]
Affiliation(s)
- Chau T Dang
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.
| | - Anne Blaes
- Department of Medicine, University of Minnesota Masonic Cancer Center, Minneapolis, Minnesota
| | - Filipa Lynce
- Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC
| | - Sandra M Swain
- Georgetown Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC
| | - Susan Dent
- Division of Medical Oncology, Department of Medicine, Ottawa Hospital Cancer Centre, University of Ottawa, Ottawa, Ontario, Canada
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Ferreira de Souza T, Quinaglia T, Neilan TG, Coelho-Filho OR. Assessment of Cardiotoxicity of Cancer Chemotherapy: The Value of Cardiac MR Imaging. Magn Reson Imaging Clin N Am 2019; 27:533-544. [PMID: 31279455 PMCID: PMC6624085 DOI: 10.1016/j.mric.2019.04.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Chemotherapy is associated with cardiovascular injury, including the development of a cardiomyopathy and vascular remodeling. Cardiac magnetic resonance (CMR) is sensitive to detect not only established morphologic and functional abnormalities but also early, potentially reversible, signs of myocardial injury. It robustly detects and quantifies myocardial edema, inflammation, and focal fibrosis, as well as interstitial fibrosis and vascular remodeling. These capabilities support the role of CMR as an excellent tool for evaluating cardiotoxicity. Novel CMR markers may even enhance patient management by facilitating the early detection of reversible myocardial tissue remodeling before classic morphologic and functional changes appear.
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Affiliation(s)
- Thiago Ferreira de Souza
- Faculdade de Ciências Médicas - Universidade Estadual de Campinas, Rua Tessália Vieira de Camargo, 126, Campinas, São Paulo 13083-887, Brasil
| | - Thiago Quinaglia
- Faculdade de Ciências Médicas - Universidade Estadual de Campinas, Rua Tessália Vieira de Camargo, 126, Campinas, São Paulo 13083-887, Brasil
| | - Tomas G Neilan
- Cardio-Oncology Program and Cardiac MR PET CT Program, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA 02114, USA
| | - Otávio R Coelho-Filho
- Faculdade de Ciências Médicas - Universidade Estadual de Campinas, Rua Tessália Vieira de Camargo, 126, Campinas, São Paulo 13083-887, Brasil; Division of Cardiology, Department of Medicine, State University of Campinas (UNICAMP), Rua Tessália Vieira de Camargo, 126, Campinas, São Paulo 13083-887, Brasil.
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Moey MYY, Liles DK, Carabello BA. Concomitant use of renin-angiotensin-aldosterone system inhibitors prevent trastuzumab-induced cardiotoxicity in HER2+ breast cancer patients: an institutional retrospective study. CARDIO-ONCOLOGY 2019; 5:9. [PMID: 32154015 PMCID: PMC7048102 DOI: 10.1186/s40959-019-0043-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 06/26/2019] [Indexed: 12/16/2022]
Abstract
Background Cardiotoxicity is an adverse effect of trastuzumab (TRA) in the treatment of human epidermal growth factor 2 positive (HER2+) breast cancer. Current literature on the cardioprotective effects of agents targeted against the renin-angiotensin-aldosterone system (RAAS) and beta-blockers (BB) in TRA-treated HER2+ breast cancer patients is conflicting. We hypothesized that concurrent use of RAAS inhibitors would prevent TRA-induced cardiotoxicity (TIC). Methods and materials Surveillance ejection fraction (EF) at 3-month intervals up to 36 months obtained from echocardiogram or multigated acquisition (MUGA) scans were retrospectively compared to baseline EF in TRA-treated HER2+ breast cancer patients between 2011 to 2016 at a tertiary cancer center. TIC was defined as a decrease of EF by more than 15 EF percentage points from baseline on surveillance imaging. Cardiac medications and comorbidities were compared between patients with reduced EF secondary to TIC (rEF) and patients who did not experience TIC (pEF). A published clinical risk score (CRS) was applied to the patient population with calculated sensitivity analyses to determine if the CRS could predict TIC. Results Of 127 patients with TRA-treated HER2+ breast cancer, 11% developed cardiotoxicity resulting in discontinuation of TRA. Cardiotoxicity with reduced EF was seen as early as 3 months and at subsequent 3-month follow up intervals up to the 15-month follow-up. Co-existing arrhythmia, coronary artery disease (CAD), hypertension (HTN) and diabetes mellitus (DM) tended to infer an increased risk for cardiotoxicity. Patients with pEF were found to be concurrently on a RAAS inhibitor more than the rEF group (OR of 0.24, 95% CI 0.05-1.11, p 0.06). The CRS high-risk cut-off had a sensitivity of 0.17 (95% CI 0.03-0.49), specificity of 0.89 (95% CI 0.82-0.94), positive predictive value of 0.14 (95% CI 0.03-0.44) and negative predictive value of 0.91 (95% CI 0.84-0.95). Conclusion Our data suggest that the concurrent use of a RAAS inhibitors during TRA treatment may provide a protective effect against TIC and warrants further investigation. The low sensitivity and positive predictive value demonstrated that the CRS has minimal utility as a screening tool for prediction of patients at high risk for TIC. Therefore, closer surveillance of patients receiving TRA is warranted for early detection of TIC.
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Affiliation(s)
- Melissa Y Y Moey
- 1Department of Internal Medicine, Vidant Medical Center/East Carolina University, 2100 Stantonsburg Road, Greenville, North Carolina 27834 USA
| | - Darla K Liles
- 1Department of Internal Medicine, Vidant Medical Center/East Carolina University, 2100 Stantonsburg Road, Greenville, North Carolina 27834 USA.,2Department of Hematology and Oncology, Vidant Medical Center/East Carolina University, 2100 Stantonsburg Road, Greenville, North Carolina 27834 USA
| | - Blase A Carabello
- 1Department of Internal Medicine, Vidant Medical Center/East Carolina University, 2100 Stantonsburg Road, Greenville, North Carolina 27834 USA.,3Department of Cardiology, Vidant Medical Center/East Carolina University, 2100 Stantonsburg Road, Greenville, North Carolina 27834 USA
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Onyeisi JOS, Castanho de Almeida Pernambuco Filho P, de Araujo Lopes S, Nader HB, Lopes CC. Heparan sulfate proteoglycans as trastuzumab targets in anoikis-resistant endothelial cells. J Cell Biochem 2019; 120:13826-13840. [PMID: 30945340 DOI: 10.1002/jcb.28656] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 12/19/2018] [Accepted: 01/07/2019] [Indexed: 12/20/2022]
Abstract
Anoikis is a form of programmed cell death induced by loss of contact from neighboring cells or from their extracellular matrix (ECM). Many tumorigenic cells are anoikis resistant, facilitating cancer progression and metastasis. Trastuzumab is a monoclonal antibody used for the treatment of breast and gastric cell cancer, but its mechanism of action is not well elucidated and its target molecules not well defined. Heparan sulfate proteoglycans (HSPGs) and glycosaminoglycans (GAGs) play important roles in tumor development and in response of cancer cells to drugs. This study investigates the effect of trastuzumab on the expression of HSPGs and sulfated glycosaminoglycans (SGAGs) in anoikis-resistant endothelial cells. After trastuzumab treatment, endothelial cells resistant to anoikis show an increase in adhesion to fibronectin followed by a decrease in invasion, proliferation, and angiogenic capacity. In addition, a significant increase in the number of cells in the S phase of the cell cycle was also observed. In relation to HSPGs and SGAGs expression, we observed a decrease in syndecan-4 and perlecan expression, as well as in the heparan sulfate biosynthesis in anoikis-resistant endothelial cells after exposure to trastuzumab. Our results suggest that trastuzumab interacts with GAGs and proteoglycans of the cell surface and ECM and through this interaction controls cellular events in anoikis-resistant endothelial cells.
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Affiliation(s)
- Jessica Oyie Sousa Onyeisi
- Disciplina de Biologia Molecular, Departamento de Bioquímica, Universidade Federal de São Paulo, São Paulo, Brazil
| | | | | | - Helena Bonciani Nader
- Disciplina de Biologia Molecular, Departamento de Bioquímica, Universidade Federal de São Paulo, São Paulo, Brazil
| | - Carla Cristina Lopes
- Disciplina de Biologia Molecular, Departamento de Bioquímica, Universidade Federal de São Paulo, São Paulo, Brazil.,Departamento de Ciências Biológicas, Universidade Federal de São Paulo, Diadema, SP, Brazil
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Manolis AA, Manolis TA, Mikhailidis DP, Manolis AS. Cardiovascular safety of oncologic agents: A double-edged sword even in the era of targeted therapies - part 1. Expert Opin Drug Saf 2018; 17:875-892. [PMID: 30126304 DOI: 10.1080/14740338.2018.1513488] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Patients with cancer are subject to the cardiotoxic effects of cancer therapy and as more patients survive cancer due to improved treatment they are exposed to various forms of cardiovascular (CV) disease as they age, and vice-versa. Such an interplay of age with both malignancy and CV disease may contribute to increased morbidity and mortality. AREAS COVERED This two-part review considers the effects of cancer drug treatment on the CV system. In Part I, the various types of CV and cardiometabolic toxicity of anti-cancer drugs and the possible mechanisms involved are discussed. Also, among the specific oncologic agents, the CV effects of the classical agents and of the large molecule immunological agents (monoclonal antibodies, including immune checkpoint inhibitors) are detailed. EXPERT OPINION Oncologic agents produce a variety of CV adverse effects, including cardiomyopathy and heart failure, peri-myocarditis, coronary artery disease, peripheral vascular disease, hypertension (HTN), cardiac arrhythmias, valvular heart disease, and pulmonary HTN. Both the oncologist and the cardiologist need to be aware of such adverse effects and of the specific agents that produce them. They need to join forces to prevent, anticipate, recognize, and manage such complications.
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Affiliation(s)
| | | | - Dimitri P Mikhailidis
- c Department of Clinical Biochemistry , University College London Medical School , London , UK
| | - Antonis S Manolis
- d Third Department of Cardiology , Athens University School of Medicine , Athens , Greece
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