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Jentzer JC, Lee E, Attia Z, Hillerson D, Kane GC, Lopez-Jimenez F, Noseworthy PA, Friedman PA, Oh JK. Artificial Intelligence ECG Diastolic Dysfunction and Survival in Cardiac Intensive Care Unit Patients. J Am Heart Assoc 2025; 14:e037839. [PMID: 39968804 DOI: 10.1161/jaha.124.037839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 12/17/2024] [Indexed: 02/20/2025]
Abstract
BACKGROUND Left ventricular diastolic dysfunction (LVDD) predicts mortality in patients in cardiac intensive care units. An artificial intelligence enhanced ECG (AIECG) algorithm can predict LVDD and mortality in general populations but has not been examined in cardiac intensive care units. METHODS This historical cohort study included consecutive adults admitted to Mayo Clinic cardiac intensive care unit from 2007 to 2018 with an admission AIECG. The AIECG assigned the LVDD grade (0-3). Medial mitral E/e' ratio >15 on transthoracic echocardiogram (TTE) defined elevated filling pressures. In-hospital and 1-year mortality was evaluated, before and after multivariable adjustment. RESULTS We included 11 868 patients (median age 69.5 years, 37.7% female); 48% had heart failure and 44% had acute coronary syndromes. AIECG LVDD grade was 0 (normal), 33%; 1, 7%; 2, 39%; and 3, 21%. In-hospital and 1-year mortality increased in each higher AIECG LVDD grade. After adjustment, each higher AIECG LVDD grade was associated with higher in-hospital (adjusted odds ratio [OR], 1.22 [95% CI, 1.13-1.32]) and 1-year mortality (adjusted hazard ratio [HR], 1.23 [95% CI, 1.19-1.29]); this persisted after adjustment for TTE measurements. Patients with grade 2 or 3 LVDD by AIECG and medial mitral E/e' ratio >15 by TTE had the highest in-hospital (adjusted OR, 2.54 [95% CI, 1.69-3.88]) and 1-year (adjusted HR, 2.03 [95% CI, 1.65-2.48]) mortality, whereas patients meeting either of these criteria had similar, elevated mortality. CONCLUSIONS The AIECG LVDD grade was strongly associated with in-hospital and 1-year mortality in patients in cardiac intensive care units, even after adjusting for clinical variables and TTE measurements. Patients with concordant AIECG and TTE for elevated filling pressures were at highest risk.
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Affiliation(s)
- Jacob C Jentzer
- Department of Cardiovascular Medicine Mayo Clinic Rochester MN USA
| | - Eunjung Lee
- Department of Cardiovascular Medicine Mayo Clinic Rochester MN USA
| | - Zachi Attia
- Department of Cardiovascular Medicine Mayo Clinic Rochester MN USA
| | - Dustin Hillerson
- Department of Cardiovascular Medicine Mayo Clinic Rochester MN USA
| | - Garvan C Kane
- Department of Cardiovascular Medicine Mayo Clinic Rochester MN USA
| | | | | | - Paul A Friedman
- Department of Cardiovascular Medicine Mayo Clinic Rochester MN USA
| | - Jae K Oh
- Department of Cardiovascular Medicine Mayo Clinic Rochester MN USA
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Song HJ, Kim HY, Park S, Lee SH. Factors influencing self-care behaviour in patients with heart failure: Grit as a behavioural support factor. Int J Nurs Pract 2024; 30:e13151. [PMID: 36945789 DOI: 10.1111/ijn.13151] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 02/16/2023] [Accepted: 03/07/2023] [Indexed: 03/23/2023]
Abstract
AIMS This study aimed to examine the relationship between heart failure knowledge, self-efficacy, social support, grit and self-care behaviour in patients with heart failure and to identify factors associated with patients' self-care behaviour. BACKGROUND Most patients with heart failure are not as active in implementing self-care behavioural practices as recommended by the guidelines. DESIGN This descriptive cross-sectional study was designed based on Bandura's Social Cognitive Theory. METHODS This study included 138 patients who were diagnosed with heart failure in an outpatient department of cardiology at a tertiary hospital in Korea. Data were collected between July and October 2020 using a structured questionnaire and electronic medical records. Data were analysed using the SPSS/WIN 27.0 program. RESULTS Grit had the strongest association with self-care behaviour among patients with heart failure, followed by social support, self-efficacy and heart failure knowledge. These variables accounted for approximately 52% of the variance in self-care behaviour. CONCLUSIONS Health-care professionals should assess patients' grit and develop patient-tailored grit enhancement programmes. Based on the social cognitive theory, nursing intervention programmes that can simultaneously manage cognitive (knowledge and self-efficacy), social and environmental (social support) and behavioural support (grit) factors should be developed and applied to nursing practices to promote self-care.
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Affiliation(s)
- Hyun Jin Song
- Department of Nursing, Jeonbuk National University Hospital, Jeonju, Republic of Korea
| | - Hye Young Kim
- College of Nursing, Jeonbuk Research Institute of Nursing Science, Jeonbuk National University, Jeonju, Republic of Korea
| | - Sookkyoung Park
- College of Nursing, Jeonbuk Research Institute of Nursing Science, Jeonbuk National University, Jeonju, Republic of Korea
| | - Sun Hwa Lee
- Division of Cardiology, Department of Internal Medicine, Jeonbuk National University Medical School, Jeonju, Republic of Korea
- Research Institute of Clinical Medicine, Jeonbuk National University, Jeonju, Republic of Korea
- Biomedical Research Institute, Jeonbuk National University Hospital, Jeonju, Republic of Korea
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Mittal S, Harikrishnan S, Gupta A, Bansal S, Koshy GA, Mohanan PP, Bhattacharya D, Kerkar P, Swamy A, Aggarwal V, Srivastava S, Mahajan A, Mehta A, Sharma K, Shetty S. Angiotensin receptor neprilysin inhibitor in chronic heart failure and comorbidity management: Indian consensus statement. Ther Adv Cardiovasc Dis 2024; 18:17539447241301959. [PMID: 39641242 PMCID: PMC11622297 DOI: 10.1177/17539447241301959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 11/05/2024] [Indexed: 12/07/2024] Open
Abstract
Heart failure (HF) is a significant public health concern characterized by notable rates of morbidity and mortality. Multimorbidity, ranging from 43% to 98% among HF patients, significantly impacts prognosis and treatment response. HF management requires a holistic approach, including guideline-directed medical therapy. Sacubitril/valsartan (angiotensin receptor neprilysin inhibitor [ARNI]) is a cornerstone of HF treatment, supported by robust evidence from large-scale clinical trials across different levels of left ventricular ejection fraction. The recommendations presented in this paper have been developed by a group of cardiologists in India who convened in expert opinion meetings to discuss the utilization of ARNI in chronic HF patients with five different comorbid conditions like type 2 diabetes mellitus (T2DM), chronic kidney disease, myocardial infarction (MI), obesity, and hypertension. Key focus areas include initiation, dose titration, and management across different HF phenotypes and comorbidities. Emphasis is placed on the efficacy of ARNI irrespective of glycemic status in the T2DM population, its role in HF patients with obesity, and addressing challenges related to renal function decline and hyperkalemia. Additionally, the document highlights ARNI's potential benefits in hypertensive and post-MI HF patients, alongside observations on the obesity paradox in HF prognosis. Overall, these recommendations aim to optimize ARNI therapy in HF patient populations with different comorbidities, addressing specific challenges and considerations to improve outcomes and quality of life.
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Affiliation(s)
- Sanjay Mittal
- Clinical and Preventive Cardiology, Cardiac Care, Medanta—The Medicity Hospital, Sector 38, Gurugram, Haryana 122001, India
| | | | - Anoop Gupta
- Epic Multispeciality Hospital, Ahmedabad, Gujarat, India
| | - Sandeep Bansal
- Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi, Delhi, India
| | | | | | - Debdatta Bhattacharya
- Narayana Hrudayalaya Hospital, Rabindranath Tagore International Institute of Cardiac Sciences, Kolkata, West Bengal, India
| | | | - Ajay Swamy
- KIMS Hospital, Hyderabad, Telangana, India
| | - Vinayak Aggarwal
- Department of Non-Invasive and Clinical Cardiology, Fortis Memorial Research Institute, Fortis Hospital, Gurgaon, Haryana, India
| | | | - Ajay Mahajan
- Department of Cardiology, King Edward Memorial Hospital and Seth Gordhandas Sunderdas Medical College, Mumbai, Maharashtra, India
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Fisher SM, Murally AR, Rajabally Z, Almas T, Azhar M, Cheema FH, Malone A, Hasan B, Aslam N, Saidi J, O'Neill J, Hameed A. Large animal models to study effectiveness of therapy devices in the treatment of heart failure with preserved ejection fraction (HFpEF). Heart Fail Rev 2024; 29:257-276. [PMID: 37999821 DOI: 10.1007/s10741-023-10371-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/08/2023] [Indexed: 11/25/2023]
Abstract
Our understanding of the complex pathophysiology of Heart failure with preserved ejection fraction (HFpEF) is limited by the lack of a robust in vivo model. Existing in-vivo models attempt to reproduce the four main phenotypes of HFpEF; ageing, obesity, diabetes mellitus and hypertension. To date, there is no in vivo model that represents all the haemodynamic characteristics of HFpEF, and only a few have proven to be reliable for the preclinical evaluation of potentially new therapeutic targets. HFpEF accounts for 50% of all the heart failure cases and its incidence is on the rise, posing a huge economic burden on the health system. Patients with HFpEF have limited therapeutic options available. The inadequate effectiveness of current pharmaceutical therapeutics for HFpEF has prompted the development of device-based treatments that target the hemodynamic changes to reduce the symptoms of HFpEF. However, despite the potential of device-based solutions to treat HFpEF, most of these therapies are still in the developmental stage and a relevant HFpEF in vivo model will surely expedite their development process. This review article outlines the major limitations of the current large in-vivo models in use while discussing how these designs have helped in the development of therapy devices for the treatment of HFpEF.
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Affiliation(s)
- Shane Michael Fisher
- Health Sciences Centre, UCD School of Medicine, University College Dublin, Belfield, Dublin 4, Dublin, Ireland
- Tissue Engineering Research Group (TERG), Department of Anatomy and Regenerative Medicine, Royal College of Surgeons in Ireland - RCSI University of Medicine and Health Sciences, 123 St. Stephen's Green, Dublin 2, Dublin, D02 YN77, Ireland
| | - Anjali Rosanna Murally
- Tissue Engineering Research Group (TERG), Department of Anatomy and Regenerative Medicine, Royal College of Surgeons in Ireland - RCSI University of Medicine and Health Sciences, 123 St. Stephen's Green, Dublin 2, Dublin, D02 YN77, Ireland
- School of Medicine, RCSI University of Medicine and Health Sciences, 123 St. Stephen's Green, Dublin 2, Dublin, D02 YN77, Ireland
| | - Zahra Rajabally
- Tissue Engineering Research Group (TERG), Department of Anatomy and Regenerative Medicine, Royal College of Surgeons in Ireland - RCSI University of Medicine and Health Sciences, 123 St. Stephen's Green, Dublin 2, Dublin, D02 YN77, Ireland
- School of Medicine, RCSI University of Medicine and Health Sciences, 123 St. Stephen's Green, Dublin 2, Dublin, D02 YN77, Ireland
| | - Talal Almas
- University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Maimoona Azhar
- Graduate Entry Medicine, School of Medicine, RCSI University of Medicine and Health Sciences, Dublin 2, 123 St. Stephen's Green, Dublin, D02 YN77, Ireland
| | - Faisal H Cheema
- Tilman J. Fertitta Family College of Medicine, University of Houston, Houston, TX, USA
| | - Andrew Malone
- Tissue Engineering Research Group (TERG), Department of Anatomy and Regenerative Medicine, Royal College of Surgeons in Ireland - RCSI University of Medicine and Health Sciences, 123 St. Stephen's Green, Dublin 2, Dublin, D02 YN77, Ireland
| | - Babar Hasan
- Division of Cardiothoracic Sciences, Sindh Institute of Urology and Transplantation (SIUT), Karachi, Pakistan
| | - Nadeem Aslam
- Division of Cardiothoracic Sciences, Sindh Institute of Urology and Transplantation (SIUT), Karachi, Pakistan
| | - Jemil Saidi
- Tissue Engineering Research Group (TERG), Department of Anatomy and Regenerative Medicine, Royal College of Surgeons in Ireland - RCSI University of Medicine and Health Sciences, 123 St. Stephen's Green, Dublin 2, Dublin, D02 YN77, Ireland
| | - Jim O'Neill
- Department of Cardiology, Connolly Hospital, Blanchardstown, Dublin, Ireland.
| | - Aamir Hameed
- Tissue Engineering Research Group (TERG), Department of Anatomy and Regenerative Medicine, Royal College of Surgeons in Ireland - RCSI University of Medicine and Health Sciences, 123 St. Stephen's Green, Dublin 2, Dublin, D02 YN77, Ireland.
- Trinity Centre for Biomedical Engineering (TCBE), Trinity College Dublin (TCD), Dublin, Ireland.
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Zhu Y, Xie S. Intravenous nicorandil for patients with acute decompensated heart failure: a meta-analysis of randomized controlled trials. SCAND CARDIOVASC J 2023; 57:2220556. [PMID: 37376779 DOI: 10.1080/14017431.2023.2220556] [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: 03/05/2023] [Revised: 05/02/2023] [Accepted: 05/29/2023] [Indexed: 06/29/2023]
Abstract
OBJECTIVES Pilot studies have suggested the potential benefits of intravenous nicorandil for patients with acute decompensated heart failure (ADHF). However, clinical evidence remains limited. The aim of the study was to summarize the efficacy and safety of intravenous nicorandil for the treatment of ADHF. DESIGN A systematic review and meta-analysis was performed. The search for relevant randomised controlled trials (RCTs) was conducted in PubMed, Embase, Cochrane's Library, Wanfang, and CNKI databases. A random-effects model was employed to combine the results. RESULTS Eight RCTs contributed to the meta-analysis. Pooled results showed that acute treatment with intravenous nicorandil could significantly improve the symptom of dyspnea at 24 h after treatment, as evidenced by the five-point Likert scale for dyspnea after treatment (mean difference [MD]: -0.26, 95% confidence interval [CI]: -0.40 to -0.13, p < 0.001). Furthermore, nicorandil significantly reduced serum B natriuretic peptide (MD: -30.03 ng/dl, 95% CI: -47.00 to -13.06, p < 0.001), and N-terminal proBNP (MD: -138.69, 95% CI: -248.06 to -29.31, p = 0.01). In addition, nicorandil significantly improved ultrasonic parameters including left ventricular ejection fraction and E/e' at discharge. Moreover, during the follow-up duration of up to 90 days, intravenous nicorandil significantly reduced the incidence of major adverse cardiovascular events (risk ratio [RR]: 0.55, 95% CI: 0.32 to 0.93, p = 0.03). The incidence of treatment-related adverse events was not significantly different between nicorandil and controls (RR: 1.22, 95% CI: 0.69 to 2.15, p = 0.49). CONCLUSIONS Results of this study suggest that intravenous nicorandil may be an effective and safe treatment for patients with ADHF.
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Affiliation(s)
- Yan Zhu
- Department of Emergency, The Seventh People's Hospital of Shaoxing, Shaoxing, China
| | - Shanshan Xie
- Department of Emergency, The Seventh People's Hospital of Shaoxing, Shaoxing, China
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Hoshida S. Due Diligence of a Diastolic Index as a Prognostic Factor in Heart Failure with Preserved Ejection Fraction. J Clin Med 2023; 12:6692. [PMID: 37892830 PMCID: PMC10607873 DOI: 10.3390/jcm12206692] [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: 09/15/2023] [Revised: 10/17/2023] [Accepted: 10/19/2023] [Indexed: 10/29/2023] Open
Abstract
Of the existing non-invasive diastolic indices, none consider arterial load. This article reveals points of caution for determining the diastolic prognostic index using a novel index of vascular resistance-integrated diastolic function in old, real-world patients with heart failure with preserved ejection fraction (HFpEF) in Japan. This index represents the ratio of left ventricular diastolic elastance (Ed) to arterial elastance (Ea), where Ed/Ea = (E/e')/(0.9 × systolic blood pressure), showing a relative ratio of left atrial filling pressure to left ventricular end-systolic pressure. The role of hemodynamic prognostic factors related to diastolic function, such as Ed/Ea, may differ according to the clinical endpoint, follow-up duration, and sex. In HFpEF patients with heterogenous cardiac structure and function, an assessment using a serial echocardiographic diastolic index in clinical care can provide an accurate prognosis.
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Affiliation(s)
- Shiro Hoshida
- Department of Cardiovascular Medicine, Yao Municipal Hospital, 1-3-1 Ryuge-cho, Osaka 581-0069, Japan
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Dong G. Development and Challenges of Pre-Heart Failure with Preserved Ejection Fraction. Rev Cardiovasc Med 2023; 24:274. [PMID: 39076392 PMCID: PMC11270127 DOI: 10.31083/j.rcm2409274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 07/10/2023] [Accepted: 07/19/2023] [Indexed: 07/31/2024] Open
Abstract
Pre-heart failure with preserved ejection fraction (Pre-HFpEF) is a critical link to the development of heart failure with preserved ejection fraction (HFpEF). Early recognition and early intervention of pre-HFpEF will halt the progression of HFpEF. This article addresses the concept proposal, development, and evolution of pre-HFpEF, the mechanisms and risks of pre-HFpEF, the screening methods to recognize pre-HFpEF, and the treatment of pre-HFpEF. Despite the challenges, we believe more focus on the topic will resolve more problems.
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Affiliation(s)
- Guoju Dong
- Department of Cardiovascular Internal Medicine, Xiyuan Hospital, Chinese
Academy of Traditional Chinese Medicine, 100091 Beijing, China
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan
Hospital, Chinese Academy of Traditional Chinese Medicine, 100091 Beijing, China
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Liao LP, Yang Y, Wu Y, Li W. Correlation analysis of the triglyceride glucose index and heart failure with preserved ejection fraction in essential hypertensive patients. Clin Cardiol 2022; 45:936-942. [PMID: 35770315 PMCID: PMC9451667 DOI: 10.1002/clc.23881] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 06/13/2022] [Accepted: 06/15/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Triglyceride glucose index (TyG index) is a novel marker of insulin resistance. Studies have shown that TyG index is closely associated with the occurrence of hypertension and cardiovascular disease. However, little is known about the correlation between TyG index and the occurrence of heart failure with preserved ejection fraction (HFpEF) in hypertensive patients. HYPOTHESIS Our study assumes that TyG index strongly correlates with occurence of HFpEF in hypertensive patients. METHODS This research enrolled 559 hypertensive patients (273 patients with HFpEF and 286 without HFpEF) admitted to the Department of Cardiology of Jiading Branch of Shanghai General Hospital from 2020 to 2021 as the study subjects. Gender, age, diastolic blood pressure, systolic blood pressure (SBP), and heart rate (HR) were recorded at admission. Medication history and fasting blood samples were harvested after admission to detect laboratory index. Cardiac function and ventricular structure index were measured by echocardiography. Pearson correlation analysis was conducted to identify the correlation of TyG index with cardiac function and ventricular structure. The receiver operating characteristic (ROC) curve was used to evaluate the diagnostic value of TyG index in HFpEF with hypertension. RESULTS HFpEF patients had higher diuretic use frequencies, fasting plasma glucose, NT-proBNP, triglycerides, TyG index, left atrial diameter (LAD), left ventricular mass index (LVMI), the ratio of peak E-velocity of mitral orifice to peak velocity of early diastolic mitral annulus (E/e'), and SBP but lower ratio of peak E of early diastolic maximum blood flow velocity to peak A of late diastolic maximum blood flow velocity of mitral orifice (E/A) and average e' than non-HFpEF patients. Moreover, TyG index was correlated with LAD, left ventricular ejection fraction (LVEF), LVMI, average e', E/e', and NT-proBNP. The multivariate regression analysis suggested that TyG index, E/e', and NT-proBNP were independent risk factors for HFpEF in hypertensive patients. Compared with E/e' and NT-proBNP, the area under the ROC curve (0.778 [95% confidence interval: 0.707-0.849]) was the largest for TyG index. CONCLUSION TyG index is higher in HFpEF patients than in non-HFpEF patients and related to cardiac diastolic function, which strongly correlates with occurrence of HFpEF in hypertensive patients.
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Affiliation(s)
- Li Ping Liao
- Cardiology Department, Jiading Branch of Shanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Yang Yang
- Cardiology DepartmentThe First Affiliated Hospital of Anhui Medical UniversityHefeiAnhuiChina
| | - Yilin Wu
- Cardiology Department, Jiading Branch of Shanghai General HospitalShanghai Jiao Tong University School of MedicineShanghaiChina
| | - Weizhen Li
- Cardiology Department, Shanghai General HospitalShanghai JiaoTong University School of MedicineShanghaiChina
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