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Jun-O'Connell A, Silver B, Grigoriciuc E, Gulati A, Kobayashi KJ, Henninger N. Association Between LACE+ Index Risk Category and 90-Day Mortality After Stroke. Neurol Clin Pract 2025; 15:e200363. [PMID: 39399550 PMCID: PMC11464223 DOI: 10.1212/cpj.0000000000200363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 06/04/2024] [Indexed: 10/15/2024]
Abstract
Background and Objectives A higher LACE+ index risk category (defined as LACE+ score ≥78) typically calculated before hospital discharge has been associated with increased risk of unplanned 30-day hospital readmissions and early death after hospital discharge. However, its utility to predict poststroke mortality is unknown. Here, we examined whether the LACE+ index risk category assessed at both discharge (dLACE+) and admission (aLACE+) was associated with 90-day mortality after stroke. Methods We retrospectively analyzed 2,729 consecutive patients who presented with ischemic or hemorrhagic strokes, included in an institutional stroke registry between January 2018 and December 2021. The primary outcome of interest was 90-day mortality after the index hospitalization. Patients were categorized as high-risk (≥78), medium-to-high-risk (59-77), and low-to-medium-risk (0-58) according to the LACE+ as automatically calculated at admission and discharge. Analyses were performed on the entire cohort, as well as stratified according to acute ischemic stroke and hemorrhagic stroke diagnosis. Results Among patients who completed 90-day follow-up, the mortality rate was 24.3% (576/2368). In the Kaplan-Meier analysis, the high-risk aLACE+ group had the highest 90-day mortality rate as compared with low-to-medium-risk and medium-to-high-risk groups (p < 0.001). In a fully adjusted multivariable Cox-regression, the 90-day hazards of death were significantly greater among participants in a high-risk aLACE+ (aHR 1.7, 95% CI 1.080-2.742, p = 0.022) and medium-to-high-risk aLACE+ categories (aHR 1.4, 95% CI 1.141-1.778, p = 0.002) as compared with participants in the low-to-medium-risk aLACE+ category. Results were overall similar for dLACE+. Discussion The LACE+ calculated at both admission and discharge admission identified patients with stroke at increased risk for 90-day mortality. Future studies are warranted to determine whether LACE+ score-based risk stratification can be used to devise early interventions to mitigate the risk for death.
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Affiliation(s)
- Adalia Jun-O'Connell
- Departments of Neurology (AJ-OC, BS, EG, AG, NH); Internal Medicine (KJK), and Psychiatry (NH), University of Massachusetts Chan Medical School, Worcester
| | - Brian Silver
- Departments of Neurology (AJ-OC, BS, EG, AG, NH); Internal Medicine (KJK), and Psychiatry (NH), University of Massachusetts Chan Medical School, Worcester
| | - Eliza Grigoriciuc
- Departments of Neurology (AJ-OC, BS, EG, AG, NH); Internal Medicine (KJK), and Psychiatry (NH), University of Massachusetts Chan Medical School, Worcester
| | - Akanksha Gulati
- Departments of Neurology (AJ-OC, BS, EG, AG, NH); Internal Medicine (KJK), and Psychiatry (NH), University of Massachusetts Chan Medical School, Worcester
| | - Kimiyoshi J Kobayashi
- Departments of Neurology (AJ-OC, BS, EG, AG, NH); Internal Medicine (KJK), and Psychiatry (NH), University of Massachusetts Chan Medical School, Worcester
| | - Nils Henninger
- Departments of Neurology (AJ-OC, BS, EG, AG, NH); Internal Medicine (KJK), and Psychiatry (NH), University of Massachusetts Chan Medical School, Worcester
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LaBuzetta JN, Bongbong DN, Mlodzinski E, Sheth R, Trando A, Ibrahim N, Yip B, Malhotra A, Dinglas VD, Needham DM, Kamdar BB. Survivorship After Neurocritical Care: A Scoping Review of Outcomes Beyond Physical Status. Neurocrit Care 2024; 41:651-664. [PMID: 38622487 PMCID: PMC11377172 DOI: 10.1007/s12028-024-01965-9] [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: 08/23/2023] [Accepted: 02/21/2024] [Indexed: 04/17/2024]
Abstract
Following intensive care unit hospitalization, survivors of acute neurological injury often experience debilitating short-term and long-term impairments. Although the physical/motor impairments experienced by survivors of acute neurological injury have been described extensively, fewer studies have examined cognitive, mental health, health-related quality of life (HRQoL), and employment outcomes. This scoping review describes the publication landscape beyond physical and/or motor sequelae in neurocritical care survivors. Databases were searched for terms related to critical illness, intensive care, and outcomes from January 1970 to March 2022. English-language studies of critically ill adults with a primary neurological diagnosis were included if they reported on at least one outcome of interest: cognition, mental health, HRQoL or employment. Data extraction was performed in duplicate for prespecified variables related to study outcomes. Of 16,036 abstracts screened, 74 citations were identified for inclusion. The studies encompassed seven worldwide regions and eight neurocritical diagnosis categories. Publications reporting outcomes of interest increased from 3 before the year 2000 to 71 after. Follow-up time points included ≤ 1 (n = 15 [20%] citations), 3 (n = 28 [38%]), 6 (n = 28 [38%]), and 12 (n = 21 [28%]) months and 1 to 5 (n = 19 [26%]) and > 5 years (n = 8 [11%]), with 28 (38%) citations evaluating outcomes at multiple time points. Sixty-six assessment tools were used to evaluate the four outcomes of interest: 22 evaluating HRQoL (56 [76%] citations), 21 evaluating cognition (20 [27%] citations), 21 evaluating mental health (18 [24%] citations), and 2 evaluating employment (9 [12%] citations). This scoping review aimed to better understand the literature landscape regarding nonphysical outcomes in survivors of neurocritical care. Although a rising number of publications highlight growing awareness, future efforts are needed to improve study consistency and comparability and characterize outcomes in a disease-specific manner, including outlining of a minimum core outcomes set and associated assessment tools.
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Affiliation(s)
- Jamie Nicole LaBuzetta
- Division of Neurocritical Care, Department of Neurosciences, University of California, San Diego Health, 9444 Medical Center Dr., East Campus Office Building 3-028, La Jolla, CA, 92037-7740, USA.
| | - Dale N Bongbong
- Division of Neurocritical Care, Department of Neurosciences, University of California, San Diego Health, 9444 Medical Center Dr., East Campus Office Building 3-028, La Jolla, CA, 92037-7740, USA
| | - Eric Mlodzinski
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California, San Diego Health, La Jolla, CA, USA
| | - Richa Sheth
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California, San Diego Health, La Jolla, CA, USA
| | - Aaron Trando
- Division of Neurocritical Care, Department of Neurosciences, University of California, San Diego Health, 9444 Medical Center Dr., East Campus Office Building 3-028, La Jolla, CA, 92037-7740, USA
| | - Nicholas Ibrahim
- Division of Neurocritical Care, Department of Neurosciences, University of California, San Diego Health, 9444 Medical Center Dr., East Campus Office Building 3-028, La Jolla, CA, 92037-7740, USA
| | - Brandon Yip
- Division of Neurocritical Care, Department of Neurosciences, University of California, San Diego Health, 9444 Medical Center Dr., East Campus Office Building 3-028, La Jolla, CA, 92037-7740, USA
| | - Atul Malhotra
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California, San Diego Health, La Jolla, CA, USA
| | - Victor D Dinglas
- Division of Pulmonary and Critical Care Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
- Outcomes After Critical Illness and Surgery (OACIS) Research Group, Johns Hopkins University, Baltimore, MD, USA
| | - Dale M Needham
- Division of Pulmonary and Critical Care Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
- Outcomes After Critical Illness and Surgery (OACIS) Research Group, Johns Hopkins University, Baltimore, MD, USA
- Department of Physical Medicine and Rehabilitation, School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Biren B Kamdar
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of California, San Diego Health, La Jolla, CA, USA
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Han L, Wei Y, Pei J, Zhang H, Lv L, Tao H, Yang Q, Su Q, Ma Y. Nomogram model on estimating the risk of pressure injuries for hospitalized patients in the intensive care unit. Intensive Crit Care Nurs 2024; 80:103566. [PMID: 37913713 DOI: 10.1016/j.iccn.2023.103566] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 10/08/2023] [Accepted: 10/15/2023] [Indexed: 11/03/2023]
Abstract
OBJECTIVES This study aimed to build and validate a nomogram model to estimate the risk of pressure injuries in intensive care unit patients. DESIGN Multicenter prospective cohort study. SETTING 33 tertiary hospitals in the Gansu Province, China. MEASUREMENTS AND MAIN RESULTS This study included 6420 patients between April 2021 to October 2022 from an information platform of pressure injury risk management called the "Long Hu Hui." Univariate and multivariate logistic regression analyses identified pressure injury risk factors to be included in the nomogram. The resulting nomogram was tested for calibration discrimination, and clinical usefulness. Of the included patients, 77 developed pressure injuries, representing an incidence rate of 1.2 %. Analysis of binary logistic regression revealed that the estimation nomogram included weight loss greater than 5 kg in the last three months, pneumotomy cannula, thoracic catheter, isoproterenol, norepinephrine, abnormal skin color, ruptured erythema, stroke, increased body temperature and nonspecific patients (specific patients include paralysis, unconsciousness, dementia, forced body position). The area under the receiver operating characteristic curve for the training cohort was 0.806 (95 % CI 0.755-0.857), and the AUC of the text cohort was 0.737 (95 % CI 0.574-0.901). The model has excellent calibration in both the training cohort (H-L test: χ2 = 6.34, P = 0.61) and the text cohort (H-L test: χ2 = 4.50, P = 0.81). Furthermore, the decision curve analysis revealed the preferred net benefit and the threshold probability in the estimation nomogram. CONCLUSIONS The nomogram model accurately estimated the risk of pressure injuries among intensive care patients, it should be used to inform risk assessment and facilitate early intervention strategies in future practice. IMPLICATIONS FOR CLINICAL PRACTICE The nomogram allows intensive care providers to dynamically assess the patient's risk of pressure injuries and to implement more targeted interventions accordingly.
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Affiliation(s)
- Lin Han
- Evidence-based Nursing Center, School of Nursing, Lanzhou University, Lanzhou City, Gansu Province 730000, China; Department of Nursing, Gansu Provincial Hospital, Lanzhou City, Gansu Province 730000, China.
| | - Yuting Wei
- Evidence-based Nursing Center, School of Nursing, Lanzhou University, Lanzhou City, Gansu Province 730000, China
| | - Juhong Pei
- First Clinical School of Medicine, Lanzhou University, Lanzhou City, Gansu Province 730000, China
| | - Hongyan Zhang
- Department of Nursing, Gansu Provincial Hospital, Lanzhou City, Gansu Province 730000, China
| | - Lin Lv
- First Clinical School of Medicine, Lanzhou University, Lanzhou City, Gansu Province 730000, China; Wound and Ostomy Care Center, Gansu Provincial Hospital, Lanzhou City, Gansu Province, China
| | - Hongxia Tao
- First Clinical School of Medicine, Lanzhou University, Lanzhou City, Gansu Province 730000, China
| | - Qiuxia Yang
- First Clinical School of Medicine, Lanzhou University, Lanzhou City, Gansu Province 730000, China
| | - Qian Su
- First Clinical School of Medicine, Lanzhou University, Lanzhou City, Gansu Province 730000, China; Patient Service Center, Gansu Provincial Hospital, Lanzhou City, Gansu Province, China
| | - Yuxia Ma
- Evidence-based Nursing Center, School of Nursing, Lanzhou University, Lanzhou City, Gansu Province 730000, China.
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Bach C, Hetland B. A Step Forward for Intensive Care Unit Patients: Early Mobility Interventions and Associated Outcome Measures. Crit Care Nurse 2022; 42:13-24. [DOI: 10.4037/ccn2022459] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Background
Critical illness survivors have impairments across physical, psychological, and cognitive health domains known as post–intensive care syndrome. Although physical activity can improve outcomes across all health domains, most intensive care unit early mobility studies focus solely on physical outcomes.
Objective
To explore the role of early mobility for adult patients in the intensive care unit by analyzing early mobility intervention studies with physical, psychological, or cognitive outcome measures.
Methods
This integrative review used Whittemore and Knafl’s methodology and Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. CINAHL, Embase, PubMed, PsycINFO, and Scopus databases were searched for primary research articles published from 2005 through 2021 on adult intensive care unit early mobility interventions evaluated by physical, cognitive, or psychological outcome measures during or after intervention delivery. Interventions comprising only passive mobility were excluded.
Results
Of 1009 articles screened, 20 were included. Variations in outcome measures, measurement timing, instruments, and control groups made synthesis difficult. No study evaluated an intervention using outcome measures from all 3 health domains. Five studies measured physical and cognitive outcomes; 6 studies measured physical and psychological outcomes.
Conclusion
Early mobility is primarily addressed objectively and unidimensionally, limiting understanding of the implications of early mobility for patients. Post–intensive care syndrome prevention begins in the intensive care unit; early mobility is a promising intervention for targeting multiple risk factors. Studies that measure outcomes in all health domains during or after early mobility are needed to better evaluate the comprehensive effects of early mobility.
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Affiliation(s)
- Christina Bach
- Christina Bach is a PhD student and research assistant at the University of Nebraska Medical Center College of Nursing and a staff nurse and relief lead in the oncology intensive care unit at Nebraska Medicine in Omaha, Nebraska
| | - Breanna Hetland
- Breanna Hetland is an assistant professor at the University of Nebraska Medical Center College of Nursing and a critical nurse scientist at Nebraska Medicine in Omaha
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Wang W, Wei M, Cheng Y, Zhao H, Du H, Hou W, Yu Y, Zhu Z, Qiu L, Zhang T, Wu J. Safety and Efficacy of Early Rehabilitation After Stroke Using Mechanical Thrombectomy: A Pilot Randomized Controlled Trial. Front Neurol 2022; 13:698439. [PMID: 35463135 PMCID: PMC9028453 DOI: 10.3389/fneur.2022.698439] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 02/18/2022] [Indexed: 11/13/2022] Open
Abstract
Background Early rehabilitation (ER) has been reported to be both safe and feasible for patients' post-stroke. To date, however, ER-related outcomes concerning patients who have undergone mechanical thrombectomy (MT) have not been investigated. This study aimed to determine the feasibility of ER and whether it improves prognosis in such patients. Methods In this single-center, double-blinded, randomized controlled study involving 103 patients who met the study criteria (i.e., has undergone MT), we randomly divided patients (1:1) into ER and conventional rehabilitation groups. The primary outcome was mortality, while secondary outcomes included favorable outcomes (modified Rankin scale of 0–2), the incidence of non-fatal complications, and Barthel Index (BI) scores. We assessed outcomes at 3 months and 1-year post-stroke. Results No significant between-group differences were found in terms of mortality and favorable outcomes at 3 months and 1-year post-stroke. At 3 months, 15 (28.8%) patients in the ER group and 29 (56.9%) in the conventional rehabilitation group (p = 0.002) had non-fatal complications. The BI in the ER and conventional rehabilitation groups was 100 (85–100) and 87.5 (60–100), respectively, (p = 0.007). At 1 year, the incidence of non-fatal complications was similar between both groups [BI in the ER group, 100 (90–100), p = 0.235; BI in the conventional rehabilitation group, 90 (63.8–100); p = 0.003]. Conclusion Early rehabilitation (ER) reduces the incidence of early immobility-related complications and effectively improves patients' activities of daily living on a short- and long-term basis. Our results indicate that MT contributes to ER in patients with stroke. Clinical Trial Registration www.chictr.org.cn, identifier: ChiCTR1900022665.
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Affiliation(s)
- Wei Wang
- Clinical College of Neurology, Neurosurgery and Neurorehabilitation, Tianjin Medical University, Tianjin, China
- Tianjin Key Laboratory of Cerebral Vascular and Neurodegenerative Diseases, Department of Neurorehabilitation and Neurology, Tianjin Neurosurgical Institute, Tianjin Huanhu Hospital, Tianjin, China
| | - Ming Wei
- Department of Neurosurgery, Tianjin Huanhu Hospital, Tianjin, China
| | - Yuanyuan Cheng
- Department of Rehabilitation, Tianjin Huanhu Hospital, Tianjin, China
| | - Hua Zhao
- Department of Rehabilitation, Tianjin Huanhu Hospital, Tianjin, China
| | - Hutao Du
- Department of Rehabilitation, Tianjin Huanhu Hospital, Tianjin, China
| | - Weijia Hou
- Department of Rehabilitation, Tianjin Huanhu Hospital, Tianjin, China
| | - Yang Yu
- Department of Rehabilitation, Tianjin Huanhu Hospital, Tianjin, China
| | - Zhizhong Zhu
- Department of Rehabilitation, Tianjin Huanhu Hospital, Tianjin, China
| | - Lina Qiu
- Tianjin Key Laboratory of Cerebral Vascular and Neurodegenerative Diseases, Department of Neurorehabilitation and Neurology, Tianjin Neurosurgical Institute, Tianjin Huanhu Hospital, Tianjin, China
| | - Tao Zhang
- Department of Intensive Care Unit, Tianjin Huanhu Hospital, Tianjin, China
| | - Jialing Wu
- Tianjin Key Laboratory of Cerebral Vascular and Neurodegenerative Diseases, Department of Neurorehabilitation and Neurology, Tianjin Neurosurgical Institute, Tianjin Huanhu Hospital, Tianjin, China
- *Correspondence: Jialing Wu
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Effectiveness, Safety, and Barriers to Early Mobilization in the Intensive Care Unit. Crit Care Res Pract 2020; 2020:7840743. [PMID: 33294221 PMCID: PMC7714600 DOI: 10.1155/2020/7840743] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Accepted: 11/12/2020] [Indexed: 12/17/2022] Open
Abstract
Purpose Patients admitted to the intensive care unit (ICU) are generally confined to bed leading to limited mobility that may have detrimental effects on different body systems. Early mobilization prevents or reduces these effects and improves outcomes in patients following critical illness. The purpose of this review is to summarize different aspects of early mobilization in intensive care. Methods Electronic databases of PubMed, Google Scholar, ScienceDirect, and Scopus were searched using a combination of keywords. Full-text articles meeting the inclusion criteria were selected. Results Fifty-six studies on various aspects such as the effectiveness of early mobilization in various intensive care units, newer techniques in early mobilization, outcome measures for physical function in the intensive care unit, safety, and practice and barriers to early mobilization were included. Conclusion: Early mobilization is found to have positive effects on various outcomes in patients with or without mechanical ventilation. The newer techniques can be used to facilitate early mobilization. Scoring systems—specific to the ICU—are available and should be used to quantify patients' status at different intervals of time. Early mobilization is not commonly practiced in many countries. Various barriers to early mobilization have been identified, and different strategies can be used to overcome them.
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Gatty A, Samuel SR, Alaparthi GK, Prabhu D, Upadya M, Krishnan S, Amaravadi SK. Effectiveness of structured early mobilization protocol on mobility status of patients in medical intensive care unit. Physiother Theory Pract 2020; 38:1345-1357. [PMID: 33228448 DOI: 10.1080/09593985.2020.1840683] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
INTRODUCTION Patients admitted to the intensive care units (ICU) have limited mobility due to their illness and its management and are at a risk for immobility-related complications. Early mobilization has been suggested to prevent or limit physical dysfunction due to these complications. Effectiveness of early mobilization protocols is studied using various outcomes. OBJECTIVE To study the effectiveness of an early mobilization protocol on mobility status of patients in Medical ICU. METHODS Patients admitted to Medical ICU were screened for eligibility and allotted into two groups. Intervention group received mobilization according to a protocol while control group received mobilization as per usual mobilization practices in our ICU. Mobility was assessed using the Perme ICU mobility score on the first day of ICU, first day of rehabilitation and last day of rehabilitation. RESULTS 63 patients were included in the study. The median difference in the Perme ICU mobility score from first day of rehabilitation to last day of rehabilitation was 9 and 2 in the intervention group and control group respectively. Significant improvements in the mobility scores were not present from first day of ICU to first day of rehabilitation in both, the intervention (p = .069) and control group (p = .124). Improvement in the scores from first day of rehabilitation to last day of rehabilitation was significant within and between both the groups (p < .001). CONCLUSION Early Mobilization Protocol was effective in improving mobility status of patients in Medical ICU.
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Affiliation(s)
- Aishwarya Gatty
- Department of Physiotherapy, Kasturba Medical College, Manipal Academy of Higher Education, Mangaluru, India
| | - Stephen Rajan Samuel
- Department of Physiotherapy, Kasturba Medical College, Manipal Academy of Higher Education, Mangaluru, India
| | - Gopala Krishna Alaparthi
- Department of Physiotherapy, College of Health Sciences, University of Sharjah, Sharjah, United Arab Emirates
| | - Dattatray Prabhu
- Department of Anaesthesiology, Consultant Critical Care, Kasturba Medical College, Manipal Academy of Higher Education, Mangaluru, India
| | - Madhusudan Upadya
- Department of Anaesthesiology, Kasturba Medical College, Manipal Academy of Higher Education, Mangaluru, India
| | - Shyam Krishnan
- Department of Physiotherapy, Kasturba Medical College, Manipal Academy of Higher Education, Mangaluru, India
| | - Sampath Kumar Amaravadi
- Department of Physiotherapy, College of Health Sciences, Gulf Medical University, Ajman, United Arab Emirates
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