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Mushcab H, Al Ramis M, AlRujaib A, Eskandarani R, Sunbul T, AlOtaibi A, Obaidan M, Al Harbi R, Aljabri D. Application of Artificial Intelligence in Cardio-Oncology Imaging for Cancer Therapy-Related Cardiovascular Toxicity: Systematic Review. JMIR Cancer 2025; 11:e63964. [PMID: 40344203 PMCID: PMC12083731 DOI: 10.2196/63964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 03/02/2025] [Accepted: 03/03/2025] [Indexed: 05/11/2025] Open
Abstract
Background Artificial intelligence (AI) is a revolutionary tool yet to be fully integrated into several health care sectors, including medical imaging. AI can transform how medical imaging is conducted and interpreted, especially in cardio-oncology. Objective This study aims to systematically review the available literature on the use of AI in cardio-oncology imaging to predict cardiotoxicity and describe the possible improvement of different imaging modalities that can be achieved if AI is successfully deployed to routine practice. Methods We conducted a database search in PubMed, Ovid MEDLINE, Cochrane Library, CINAHL, and Google Scholar from inception to 2023 using the AI research assistant tool (Elicit) to search for original studies reporting AI outcomes in adult patients diagnosed with any cancer and undergoing cardiotoxicity assessment. Outcomes included incidence of cardiotoxicity, left ventricular ejection fraction, risk factors associated with cardiotoxicity, heart failure, myocardial dysfunction, signs of cancer therapy-related cardiovascular toxicity, echocardiography, and cardiac magnetic resonance imaging. Descriptive information about each study was recorded, including imaging technique, AI model, outcomes, and limitations. Results The systematic search resulted in 7 studies conducted between 2018 and 2023, which are included in this review. Most of these studies were conducted in the United States (71%), included patients with breast cancer (86%), and used magnetic resonance imaging as the imaging modality (57%). The quality assessment of the studies had an average of 86% compliance in all of the tool's sections. In conclusion, this systematic review demonstrates the potential of AI to enhance cardio-oncology imaging for predicting cardiotoxicity in patients with cancer. Conclusions Our findings suggest that AI can enhance the accuracy and efficiency of cardiotoxicity assessments. However, further research through larger, multicenter trials is needed to validate these applications and refine AI technologies for routine use, paving the way for improved patient outcomes in cancer survivors at risk of cardiotoxicity.
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Affiliation(s)
- Hayat Mushcab
- Research Office, Johns Hopkins Aramco Healthcare, Medical Access Road 1, Dhahran, Saudi Arabia, 966 556373411
| | | | - Abdulrahman AlRujaib
- College of Medicine, Royal College of Surgeons in Ireland-Bahrain, Muharraq, Bahrain
| | | | - Tamara Sunbul
- Health Informatics Department, Johns Hopkins Aramco Healthcare, Dhahran, Saudi Arabia
| | - Anwar AlOtaibi
- Research Office, Johns Hopkins Aramco Healthcare, Medical Access Road 1, Dhahran, Saudi Arabia, 966 556373411
| | | | - Reman Al Harbi
- College of Medicine, University of Jeddah, Jeddah, Saudi Arabia
| | - Duaa Aljabri
- College of Public Health, Imam Abdulrahman bin Faisal University, Dammam, Saudi Arabia
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Safiullina AA, Potievskaya VI, Vitsenya MV, Cheremisina IA. A Multicenter Prospective Observational Study to Examine the Experience of Using Phosphocreatine in Combination Therapy for Heart Failure Caused by Cancer Treatment. Rationale and Design of the Study. KARDIOLOGIIA 2025; 65:21-25. [PMID: 40195775 DOI: 10.18087/cardio.2025.3.n2870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Accepted: 02/04/2025] [Indexed: 04/09/2025]
Abstract
Enhanced cancer treatment efficacy has resulted in a significant increase in the number of cancer survivors after the cure of malignant tumors. However, cardiovascular morbidity, including chronic heart failure, has become the leading cause of death and decreased life expectancy among cancer survivors. This is due, in particular, to the cardiotoxic effects of anticancer drugs and associated factors. Cardioprotective approaches aim to reduce the incidence and severity of cardiotoxicity through the use of cardioprotective agents (e.g., dexrazoxane), liposomal drug delivery systems (e.g., liposomal doxorubicin), and optimization of drug administration schedules. Reducing the cardiotoxicity of cancer treatments is a clinically important goal. Phosphocreatine-based therapy represents a potentially valuable new strategy in this area. In this regard, the study "Multicenter prospective observational study to investigate the experience of using phosphocreatine in combination therapy for heart failure caused by cancer treatment" was initiated. This publication presents the protocol of the observational non-interventional NEOCARD study.
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Affiliation(s)
- A A Safiullina
- Chazov National Medical Research Center of Cardiology, Moscow
| | | | - M V Vitsenya
- Chazov National Medical Research Center of Cardiology, Moscow
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Cheng Y, Xu Q, Yu M, Dang C, Deng L, Chen H. Curcumin Nanoparticles-related Non-invasive Tumor Therapy, and Cardiotoxicity Relieve. Curr Med Chem 2025; 32:447-467. [PMID: 38918994 PMCID: PMC11826934 DOI: 10.2174/0109298673305616240610153554] [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: 02/22/2024] [Revised: 05/04/2024] [Accepted: 05/17/2024] [Indexed: 06/27/2024]
Abstract
Non-invasive antitumor therapy can treat tumor patients who cannot tolerate surgery or are unsuitable. However, tumor resistance to non-invasive antitumor therapy and cardiotoxicity caused by treatment seriously affect the quality of life and prognosis of patients. As a kind of polyphenol extracted from herbs, curcumin has many pharmacological effects, such as anti-inflammation, antioxidation, antitumor, etc. Curcumin plays the antitumor effect by directly promoting tumor cell death and reducing tumor cells' invasive ability. Curcumin exerts the therapeutic effect mainly by inhibiting the nuclear factor-κB (NF-κB) signal pathway, inhibiting the production of cyclooxygenase-2 (COX-2), promoting the expression of caspase-9, and directly inducing reactive oxygen species (ROS) production in tumor cells. Curcumin nanoparticles can solve curcumin's shortcomings, such as poor water solubility and high metabolic rate, and can be effectively used in antitumor therapy. Curcumin nanoparticles can improve the prognosis and quality of life of tumor patients by using as adjuvants to enhance the sensitivity of tumors to non-invasive therapy and reduce the side effects, especially cardiotoxicity. In this paper, we collect and analyze the literature of relevant databases. It is pointed out that future research on curcumin tends to alleviate the adverse reactions caused by treatment, which is of more significance to tumor patients.
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Affiliation(s)
- Yuhang Cheng
- Department of Cardiology, Heilongjiang University of Traditional Chinese Medicine, Harbin, 150006, Heilongjiang, China
| | - Qian Xu
- Department of Cardiology, Second Affiliated Hospital of Heilongjiang University of Traditional Chinese Medicine, No. 411, Guogeli Road, Nangang District, Harbin, Heilongjiang Province, 150081, China
| | - Miao Yu
- Department of Cardiology, Heilongjiang University of Traditional Chinese Medicine, Harbin, 150006, Heilongjiang, China
| | - Chenwei Dang
- Department of Cardiology, Heilongjiang University of Traditional Chinese Medicine, Harbin, 150006, Heilongjiang, China
| | - Limei Deng
- Department of Cardiology, Second Affiliated Hospital of Heilongjiang University of Traditional Chinese Medicine, No. 411, Guogeli Road, Nangang District, Harbin, Heilongjiang Province, 150081, China
| | - Huijun Chen
- Department of Cardiology, Second Affiliated Hospital of Heilongjiang University of Traditional Chinese Medicine, No. 411, Guogeli Road, Nangang District, Harbin, Heilongjiang Province, 150081, China
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Taghdiri A. Anthracycline-induced hypertension in pediatric cancer survivors: unveiling the long-term cardiovascular risks. Egypt Heart J 2024; 76:71. [PMID: 38849680 PMCID: PMC11161443 DOI: 10.1186/s43044-024-00506-1] [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: 04/27/2024] [Accepted: 06/05/2024] [Indexed: 06/09/2024] Open
Abstract
BACKGROUND Long-term cardiovascular complications are common among pediatric cancer survivors, and anthracycline-induced hypertension has become an essential reason for concern. Compared to non-cancer controls, survivors have a higher prevalence of hypertension, and as they age, their incidence rises, offering significant dangers to cardiovascular health. MAIN BODY Research demonstrates that exposure to anthracyclines is a major factor in the development of hypertension in children who have survived cancer. Research emphasizes the frequency and risk factors of anthracycline-induced hypertension, highlighting the significance of routine measurement and management of blood pressure. Furthermore, cardiovascular toxicities, such as hypertension, after anthracycline-based therapy are a crucial be concerned, especially for young adults and adolescents. Childhood cancer survivors deal with a variety of cardiovascular diseases, such as coronary artery disease and cardiomyopathy, which are made worse by high blood pressure. In order to prevent long-term complications, it is essential to screen for and monitor for anthracycline-induced hypertension. Echocardiography and cardiac biomarkers serve as essential tools for early detection and treatment. In order to lower cardiovascular risks in pediatric cancer survivors, comprehensive management strategies must include lifestyle and medication interventions in addition to survivor-centered care programs. SHORT CONCLUSION Proactive screening, monitoring, and management measures are necessary for juvenile cancer survivors due to the substantial issue of anthracycline-induced hypertension in their long-term care. To properly include these strategies into survivor-ship programs, oncologists, cardiologists, and primary care physicians need to collaborate together. The quality of life for pediatric cancer survivors can be enhanced by reducing the cardiovascular risks linked to anthracycline therapy and promoting survivor-centered care and research.
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Affiliation(s)
- Andia Taghdiri
- Faculty of Medicine, Ivane Javakhishvili Tbilisi State University, Tbilisi, Georgia.
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Badheeb AM, Alhosni Y, Alshahrani M, Asery TA, Al Nasher SM, Seada IA, Nasher AM, Alotaibi BA, Alsaaed E, Alsalem AM, Abu Bakar A, Alselwi W, Ahmed F, Alyami NH, Bin Dahman L, Badheeb M, Obied HY. Cardiotoxicity in Cancer Patients: The Prevalence, Risk Factors, and Cardioprotective Measures in a Cancer Centre in Saudi Arabia. Cureus 2024; 16:e59608. [PMID: 38832203 PMCID: PMC11144837 DOI: 10.7759/cureus.59608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/03/2024] [Indexed: 06/05/2024] Open
Abstract
BACKGROUND Chemotherapy-related cardiotoxicity can exhibit several patterns of functional, structural, and vascular complications. This study aims to identify the patterns and the factors associated with cardiotoxicity in cancer patients. METHOD A retrospective cross-sectional analysis of 96 adult cancer patients undergoing anticancer therapy was investigated at King Khalid Hospital in Najran, Saudi Arabia, from May 2022 to April 2023. The data on patient and cancer characteristics, treatment, and outcomes were collected and analyzed. Factors associated with cardiotoxicity were investigated through univariate analyses using odds ratio (OR) and 95% confidence interval (CI). RESULTS Among the 96 cancer patients in the study, cardiotoxicity occurred in 12 individuals (12.5%). The mean age was 57.0 ± 13.3 years (range: 32-81 years), with 32 (33.3%) being above 65 years. The most common comorbidities were diabetes (n=48; 50%), followed by hypertension (n=32; 33.3%), and dyslipidemia (n=20; 20.8%). The most common cancers were gastrointestinal cancer (n=32; 33.3%), followed by breast cancer (n=22; 22.9%) and lymphoma (n=14; 14.6%). Females were disproportionately affected (64.6%), with 57.3% of them in the metastatic stage. The majority of patients (90.6%) had normal ejection fraction before chemotherapy initiation. In univariate analysis, current smoking (OR: 7.00; 95%CI: 1.94-25.25, p= 0.003), history of percutaneous cardiac intervention (OR: 40.24; 95%CI: 1.80-896.26, p= 0.019), diabetes (OR: 6.05; 95%CI: 1.24-29.32, p= 0.025), renal failure (OR: 8.20; 95%CI: 0.91-74.88, p= 0.046), dyslipidemia (OR: 5.00; 95 CI: 1.38-18.32, p=0.012), anthracycline use (OR: 18.33; 95%CI: 4.36-126.55, p <0.001), trastuzumab use (OR: 25.00; 95%CI: 6.25-129.86, p < 0.001), and increased chemotherapy cycles number (> 10 cycles) (OR: 73.00; 95%CI: 8.56- 622.36, p < 0.001) were associated with cardiotoxicity. Additionally, beta-blocker use was associated with lower rates of cardiotoxicity (OR: 0.17; 95%CI: 0.036-0.84, p= 0.029). CONCLUSIONS The incidence of cardiotoxicity among cancer patients treated with chemotherapy is modest, difficult to predict, and independent of baseline cardiac systolic functions. Factors associated with cardiotoxicity include smoking, history of percutaneous cardiac intervention, diabetes, renal failure, dyslipidemia, anthracycline or trastuzumab use, and increased chemotherapy cycle numbers. A combination of various anticancer drugs and chemotherapy may dramatically raise the risk of cardiotoxicity in cancer patients. As a result, patients receiving high-risk cardiotoxic drugs should be monitored with caution to avoid drug-related cardiotoxicity. Furthermore, proactive treatment techniques aiming at reducing the possible cardiotoxic effects of anticancer therapy are critical.
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Affiliation(s)
- Ahmed M Badheeb
- Medicine, Hadhramout University, Mukalla, YEM
- Oncology, King Khalid Hospital, Najran, SAU
| | | | | | - Tariq A Asery
- Internal Medicine, King Khalid Hospital, Riyadh, SAU
| | | | - Islam A Seada
- Cardiothoracic Surgery, King Khalid Hospital, Najran, SAU
| | | | | | - Esraa Alsaaed
- Internal Medicine, King Khalid Hospital, Najran, SAU
| | | | | | - Waleed Alselwi
- Medical Oncology, King Fahad Specialist Hospital, Dammam, SAU
| | | | - Nasher H Alyami
- Laboratory Medicine, Hematology Unit, Najran General Hospital, Ministry of Health, Najran, SAU
| | | | - Mohamed Badheeb
- Internal Medicine, Yale New Haven Health, Bridgeport Hospital, Bridgeport, USA
| | - Hamoud Y Obied
- Surgery, Faculty of Medicine, Najran University, Najran, SAU
- Cardiac Surgery, King Khalid Hospital, Najran, SAU
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Badheeb AM, Ahmed F, Alzahrani HA, Badheeb MA, Obied HY, Seada IA. Cancer Therapy-Related Cardiotoxicity: A Comprehensive Retrospective Analysis at Najran Cancer Center, Saudi Arabia. Cureus 2023; 15:e41287. [PMID: 37533611 PMCID: PMC10393428 DOI: 10.7759/cureus.41287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/02/2023] [Indexed: 08/04/2023] Open
Abstract
Background Cardiotoxicity, produced as an adverse effect of anticancer therapy, is a common issue during cancer treatment. Acute coronary syndrome, myocarditis, arrhythmias, or heart failure can all be symptoms of this issue. Little is known about its occurrence among Saudi Arabian cancer patients. This study aims to investigate factors linked to anticancer therapy-related cardiotoxicity. Methods A retrospective study was conducted from April 2020 to May 2022 at the King Khalid Hospital, Najran, Saudi Arabia. The study included adult cancer patients receiving anticancer therapy, regardless of their cardiovascular disease history. Univariate analysis was used to investigate factors associated with the occurrence of cardiotoxicity related to anticancer therapy. Results Of 78 patients receiving anticancer therapy, cardiotoxicity occurred in 12 (15.4%) patients. The mean age was 56.5 ± 13.4 years, with 33.3% aged over 65 years. Comorbidities included hypertension (44; 56.4%), diabetes (41; 52.6%), dyslipidemia (13; 16.7%), smoking (16; 20.5%), heart disease (6; 7.7%), trastuzumab use (9; 11.5%), and chronic kidney disease (2; 2.6%). The most common cancers were breast cancer and gastrointestinal cancer (27.6% each). Monoclonal anticancer agents 35 (46.1%) and alkylating agents 29 (38.2%) were commonly used chemotherapies. Cardiac protective agents were used in 16 (21.1%) of patients, with angiotensin-converting enzyme (ACE) inhibitors 15 (19.7%) and statins (13; 17.1%) being the most prescribed. Baseline ejection fraction (EF) was normal in 69 (90.8%) of cases. The follow-up duration was 1.93 ± 1.90 years. A drop in EF occurred in five (6.6%) of cases. Dyslipidemia (OR: 0.12; 95% CI: 0.03-0.47, p=0.002), previous heart disease (OR: 0.14; 95% CI: 0.02-0.81, p=0.029), and impaired baseline EF (p=0.029) were associated with increased risk of cardiotoxicity. Statin (OR: 0.22; 95% CI: 0.05 to 0.84, p=0.028) and antiplatelet agents (OR: 0.19; 95% CI: 0.03 to 1.01, p=0.051) were protective agents against cardiac toxicity. Conclusion Effective anti-cancer therapy may be accompanied by an increased risk of cardiotoxicity. In this study, a history of prior heart disease, dyslipidemia, low baseline ejection fraction, and the administration of multiple anticancer therapy agents was associated with cardiotoxicity. Proactive management strategies aimed at mitigating the potential cardiotoxic effects of anti-cancer therapies are crucial.
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Affiliation(s)
- Ahmed M Badheeb
- Oncology, Oncology Center, King Khalid Hospital, Najran, SAU
| | | | | | - Mohamed A Badheeb
- Internal Medicine, Yale New Haven Health, Bridgeport Hospital, Bridgeport, USA
| | | | - Islam A Seada
- Extracorporeal Membrane Oxygenation (ECMO), ECMO Program, King Khalid Hospital, Najran, SAU
- Cardiothoracic Surgery, Mansoura University, Mansoura, EGY
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DeRemer DL, Nguyen NK, Guha A, Ahmad FS, Cooper‐DeHoff RM, Pepine CJ, Fradley MG, Gong Y. Racial and Ethnic Differences in Cardiac Surveillance Evaluation of Patients Treated With Anthracycline-Based Chemotherapy. J Am Heart Assoc 2023; 12:e027981. [PMID: 37158063 PMCID: PMC10227284 DOI: 10.1161/jaha.122.027981] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 02/15/2023] [Indexed: 05/10/2023]
Abstract
Background Anthracyclines remain a key treatment for many malignancies but can increase the risk of heart failure or cardiomyopathy. Specific guidelines recommend echocardiography and serum cardiac biomarkers such as BNP (B-type natriuretic peptide) or NT-proBNP (N-terminal proBNP) evaluation before and 6 to 12 months after treatment. Our objective was to evaluate associations between racial and ethnic groups in cardiac surveillance of survivors of cancer after exposure to anthracyclines. Methods and Results Adult patients in the OneFlorida Consortium without prior cardiovascular disease who received at least 2 cycles of anthracyclines were included in the analysis. Multivariable logistic regression was performed to estimate the odds ratios (ORs) and 95% CIs for receiving cardiac surveillance at baseline before anthracycline therapy, 6 months after, and 12 months after anthracycline exposure among different racial and ethnic groups. Among the entire cohort of 5430 patients, 63.4% had a baseline echocardiogram, with 22.3% receiving an echocardiogram at 6 months and 25% at 12 months. Non-Hispanic Black (NHB) patients had a lower likelihood of receiving a baseline echocardiogram than Non-Hispanic White (NHW) patients (OR, 0.75 [95% CI, 0.63-0.88]; P=0.0006) or any baseline cardiac surveillance (OR, 0.76 [95% CI, 0.64-0.89]; P=0.001). Compared with NHW patients, Hispanic patients received significantly less cardiac surveillance at the 6-month (OR, 0.84 [95% CI, 0.72-0.98]; P=0.03) and 12-month (OR, 0.85 [95% CI, 0.74-0.98]; P=0.03) time points, respectively. Conclusions There were significant racial and ethnic differences in cardiac surveillance among survivors of cancer at baseline and following anthracycline-based treatment in NHB and Hispanic cohorts. Health care providers need to be cognizant of these social inequities and initiate efforts to ensure recommended cardiac surveillance occurs following anthracyclines.
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Affiliation(s)
- David L. DeRemer
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, College of PharmacyUniversity of FloridaGainesvilleFLUSA
- University of Florida Health Cancer CenterGainesvilleFLUSA
| | - Nam K. Nguyen
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, College of PharmacyUniversity of FloridaGainesvilleFLUSA
| | - Avirup Guha
- Cardio‐Oncology Program, Georgia Cancer CenterMedical College of Georgia at Augusta, UniversityAugustaGAUSA
| | - Faraz S. Ahmad
- Department of Medicine, Division of CardiologyNorthwestern Memorial HospitalChicagoILUSA
| | - Rhonda M. Cooper‐DeHoff
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, College of PharmacyUniversity of FloridaGainesvilleFLUSA
- Division of Cardiovascular Medicine, Department of MedicineUniversity of FloridaGainesvilleFLUSA
| | - Carl J. Pepine
- Division of Cardiovascular Medicine, Department of MedicineUniversity of FloridaGainesvilleFLUSA
| | - Michael G. Fradley
- Cardio‐Oncology Center of Excellence, Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Yan Gong
- Department of Pharmacotherapy and Translational Research and Center for Pharmacogenomics and Precision Medicine, College of PharmacyUniversity of FloridaGainesvilleFLUSA
- University of Florida Health Cancer CenterGainesvilleFLUSA
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