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Tuttnauer A, Atias D, Reznik O, Shomron N, Obolski U. Opioid trends and risk factors for sustained use among children and adolescents in Israel: a retrospective cohort study. Pain 2024:00006396-990000000-00491. [PMID: 38193827 DOI: 10.1097/j.pain.0000000000003153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 11/17/2023] [Indexed: 01/10/2024]
Abstract
ABSTRACT Despite growing global concern over opioids, little is known about the epidemiology of opioid use in children and adolescents. This retrospective study investigated opioid use trends and identified risk factors associated with sustained opioid use among outpatient children and adolescents in Israel. Electronic health records of 110,955 children and adolescents were used to establish opioid purchase trends in outpatient settings between 2003 and 2021. Of these, data from 2012 to 2021, n = 32,956, were included in a Cox proportional hazards analysis to identify demographic, clinical, and pharmacological risk factors for sustained opioid use. An increase in opioid use was observed, with a notable rise among strong opioids, peripheral areas, and noncancer patients. Prevalence of sustained opioid users was approximately 2.5%. Risk factors with significant adjusted hazard ratios for sustained use included history of frequent doctor visits 1.82 (95% CI [1.50-2.22]) and drug purchases 1.30 (95% CI [1.07-1.58]), malignancy 1.50 (95% CI [1.07-2.09]), history of cardiovascular (1.44 (95% CI [1.04-1.98]) and pain-related conditions 1.34 (95% CI [1.14-1.58]), and different opioid substances (relative to codeine use): tramadol 2.38 (95% CI [1.73-3.27]), oxycodone 4.29 (95% CI [3.00-6.16]), and "other strong opioids" 6.05 (95% CI [3.59-10.2]). Awareness of observed increase in opioid purchases is crucial for doctors and public health practitioners. Additional monitoring and secondary prevention of children and adolescents possessing the identified risk factors should facilitate where appropriate reducing sustained opioid use when it is unnecessary.
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Affiliation(s)
- Aviv Tuttnauer
- Department of Anesthesia, Pain Treatment Service, Schneider Children's Medical Center of Israel, Petach Tikva, Israel
| | - Dor Atias
- School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Orly Reznik
- School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Data Research Center, Research Authority, Schneider Children's Medical Center of Petach Tikva, Israel, Israel
| | - Noam Shomron
- Faculty of Medicine, Edmond J Safra Center for Bioinformatics, Sagol School of Neurosceince, Djerassi Institute of Oncology, Innovaiton Labs (TILabs), Tel-Aviv University, Tel Aviv, Israel
| | - Uri Obolski
- School of Public Health, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Porter School of the Environment and Earth Sciences, Faculty of Exact Sciences, Tel Aviv University, Tel Aviv, Israel
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Dahlin LB, Perez R, Nyman E, Zimmerman M, Merlo J. Overuse of the psychoactive analgesics' opioids and gabapentinoid drugs in patients having surgery for nerve entrapment disorders. Sci Rep 2023; 13:16248. [PMID: 37758760 PMCID: PMC10533484 DOI: 10.1038/s41598-023-43253-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 09/21/2023] [Indexed: 09/29/2023] Open
Abstract
Knowledge about risks for overuse of psychoactive analgesics in patients having primary surgery for carpal tunnel syndrome (CTS) or ulnar nerve entrapment (UNE), or both, is limited. We investigated if patients with those nerve entrapment disorders have a higher risk of overuse of psychoactive analgesics (i.e., opioids and gabapentinoid drugs) before, after, and both before and after surgery than observed in the general population after accounting for demographical and socioeconomic factors. Using a large record linkage database, we analysed 5,966,444 individuals (25-80 years), residing in Sweden December 31st, 2010-2014, of which 31,380 underwent surgery 2011-2013 for CTS, UNE, or both, applying logistic regression to estimate relative risk (RR) and 95% confidence interval (CI). Overall, overuse of the psychoactive analgesics was low in the general population. Compared to those individuals, unadjusted RR (95% CI) of overuse ranged in patients between 2.77 (2.57-3.00) with CTS after surgery and 6.21 (4.27-9.02) with both UNE and CTS after surgery. These risks were only slightly reduced after adjustment for demographical and socioeconomic factors. Patients undergoing surgery for CTS, UNE, or both, have a high risk of overuse of psychoactive analgesics before, after, and both before and after surgery.
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Affiliation(s)
- Lars B Dahlin
- Department of Translational Medicine - Hand Surgery, Skåne University Hospital, Lund University, Jan Waldenströms g 5, 20502, Malmö, Sweden.
- Department of Hand Surgery, Skåne University Hospital, 20502, Malmö, Sweden.
- Department of Biomedical and Clinical Sciences, Linköping University, 58183, Linköping, Sweden.
| | - Raquel Perez
- Department of Translational Medicine - Hand Surgery, Skåne University Hospital, Lund University, Jan Waldenströms g 5, 20502, Malmö, Sweden
- Unit for Social Epidemiology, Department of Clinical Sciences (Malmö), Faculty of Medicine, Lund University, 20502, Malmö, Sweden
| | - Erika Nyman
- Department of Biomedical and Clinical Sciences, Linköping University, 58183, Linköping, Sweden
- Department of Hand Surgery, Plastic Surgery and Burns, Linköping University Hospital, 58183, Linköping, Sweden
| | - Malin Zimmerman
- Department of Translational Medicine - Hand Surgery, Skåne University Hospital, Lund University, Jan Waldenströms g 5, 20502, Malmö, Sweden
- Department of Hand Surgery, Skåne University Hospital, 20502, Malmö, Sweden
- Department of Orthopedics, Helsingborg Hospital, Helsingborg, Sweden
| | - Juan Merlo
- Unit for Social Epidemiology, Department of Clinical Sciences (Malmö), Faculty of Medicine, Lund University, 20502, Malmö, Sweden
- Center for Primary Health Research, Region Skåne, 20502, Malmö, Sweden
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Miranda M, Zia H, Lo DF. Clinical Staging, Concurrent Treatment, and Epidural Steroid Injection Delivery Technique in a Population With Low Socioeconomic Status. Am J Phys Med Rehabil 2023; 102:e131-e132. [PMID: 37208818 DOI: 10.1097/phm.0000000000002273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
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Dessoki HH, Abedlrasoul HA, Dawoud ME, Mohamed AM, Soltan MR. Oxytocin level among patients with opioid use disorder and its correlation with personality traits and perceived childhood trauma. MIDDLE EAST CURRENT PSYCHIATRY 2023. [DOI: 10.1186/s43045-023-00289-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2023] Open
Abstract
Abstract
Background
Personality traits and perceived childhood maltreatment are of the predictors of substance use disorder development. Many studies have discussed oxytocin effect on personality traits and its relation with childhood trauma and how both affect the addictive process. The main aim was to compare oxytocin level between patients with opioid use disorder and controls and the potential association of oxytocin level with the basic dimensions of personality traits and perceived childhood adverse experiences in patients group. Forty male patients with opioid use disorder and 40 healthy controls matched in age and gender were assessed and compared regarding serum oxytocin level by ELISA, personality traits using Temperament and character inventory - revised (TCI- R) scale, and childhood adverse events using childhood trauma questionnaire.
Results
A significant difference between the patient group and the control group regarding the serum oxytocin level was found. Negative correlation with p-value <0.05 between oxytocin level and each of novelty seeking, and harm avoidance, in addition to a positive correlation between oxytocin level and each of reward dependence, self-directedness, and cooperativeness items of (TCR-R), among cases were found. Cases did not show statistically significant difference in oxytocin level between different Childhood Trauma Questionnaire (CTQ) items.
Conclusions
The interaction between serum oxytocin levels, personality traits, and childhood trauma has to be considered in management with heroin-dependent patients as it plays a crucial role.
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Cruz AJS, Abreu LG, da Rocha Mendes S, de Castilho LS, de Abreu MHNG. Association of sociodemographic factors with the prescription pattern of opioids for dental patients: a systematic review. Evid Based Dent 2022:10.1038/s41432-022-0282-7. [PMID: 36068264 DOI: 10.1038/s41432-022-0282-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Aim To evaluate the association of patients' sociodemographic factors (sex, age, ethnicity, income, educational level, living environment and health insurance) with the prescription pattern of opioids provided by oral health practitioners.Methods Observational studies that evaluated the association of patients' sociodemographic factors and the likelihood of receiving an opioid prescription provided by an oral health practitioner were eligible. Electronic searches were conducted in Medline (PubMed), Embase, Scopus, Web of Science, LILACS, SciELO, Google Scholar, and OpenGrey up to March 2021. Two authors independently screened the studies, performed data extraction, and assessed the risk-of-bias using the critical appraisal tools developed by the Joanna Briggs Institute (JBI). Certainty of the evidence was assessed with the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE).Results Eight studies were included in this systematic review. Publication year ranged from 2011 to 2021. Narrative synthesis showed with very low certainty of evidence that younger individuals were more likely to receive a prescription of opioids than older individuals. Regarding the other sociodemographic factors and the prescriptions of opioids in dentistry, the evidence is controversial. Risk of bias was low for most items assessed in the included studies.Conclusion The available evidence suggests that there is an association between patients' sociodemographic factors and the prescription patterns of opioids provided by oral health practitioners.
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Affiliation(s)
- Alex Junio Silva Cruz
- Graduate Program in Dentistry, School of Dentistry, Universidade Federal de Minas Gerais, Brazil.
| | - Lucas Guimarães Abreu
- Department of Child´s and Adolescent´s Oral Health, School of Dentistry, Universidade Federal de Minas Gerais, Brazil
| | - Suellen da Rocha Mendes
- Graduate Program in Dentistry, School of Dentistry, Universidade Federal de Minas Gerais, Brazil
| | - Lia Silva de Castilho
- Department of Operative Dentistry, School of Dentistry, Universidade Federal de Minas Gerais, Brazil
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Lin N, Mandel D, Chuck CC, Kalagara R, Doelfel SR, Zhou H, Dandapani H, Mahmoud LN, Stretz C, Mac Grory BC, Wendell LC, Thompson BB, Furie KL, Mahta A, Reznik ME. Risk Factors for Opioid Utilization in Patients with Intracerebral Hemorrhage. Neurocrit Care 2021; 36:964-973. [PMID: 34931281 DOI: 10.1007/s12028-021-01404-z] [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: 07/15/2021] [Accepted: 11/15/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Headache is a common presenting symptom of intracerebral hemorrhage (ICH) and often necessitates treatment with opioid medications. However, opioid prescribing patterns in patients with ICH are not well described. We aimed to characterize the prevalence and risk factors for short and longer-term opioid use in patients with ICH. METHODS We conducted a retrospective cohort study using data from a single-center registry of patients with nontraumatic ICH. This registry included data on demographics, ICH-related characteristics, and premorbid, inpatient, and postdischarge medications. After excluding patients who died or received end-of-life care, we used multivariable regression models adjusted for premorbid opioid use to determine demographic and ICH-related risk factors for inpatient and postdischarge opioid use. RESULTS Of 468 patients with ICH in our cohort, 15% (n = 70) had premorbid opioid use, 53% (n = 248) received opioids during hospitalization, and 12% (n = 53) were prescribed opioids at discharge. The most commonly used opioids during hospitalization were fentanyl (38%), oxycodone (30%), morphine (26%), and hydromorphone (7%). Patients who received opioids during hospitalization were younger (univariate: median [interquartile range] 64 [53.5-74] vs. 76 [67-83] years, p < 0.001; multivariable: odds ratio [OR] 0.96 per year, 95% confidence interval [CI] 0.94-0.98) and had larger ICH volumes (univariate: median [interquartile range] 10.1 [2.1-28.6] vs. 2.7 [0.8-9.9] cm3, p < 0.001; multivariable: OR 1.05 per cm3, 95% CI 1.03-1.08) than those who did not receive opioids. All patients who had external ventricular drain placement and craniotomy/craniectomy received inpatient opioids. Additional risk factors for increased inpatient opioid use included infratentorial ICH location (OR 4.8, 95% CI 2.3-10.0), presence of intraventricular hemorrhage (OR 3.9, 95% CI 2.2-7.0), underlying vascular lesions (OR 3.0, 95% CI 1.1-8.1), and other secondary ICH etiologies (OR 7.5, 95% CI 1.7-32.8). Vascular lesions (OR 4.0, 95% CI 1.3-12.5), malignancy (OR 5.0, 95% CI 1.5-16.4), vasculopathy (OR 10.0, 95% CI 1.8-54.2), and other secondary etiologies (OR 7.2, 95% CI 1.8-29.9) were also risk factors for increased opioid prescriptions at discharge. Among patients who received opioid prescriptions at discharge, 43% (23 of 53) continued to refill their prescriptions at 3 months post discharge. CONCLUSIONS Inpatient opioid use in patients with ICH is common, with some risk factors that may be mechanistically connected to primary headache pathophysiology. However, the lower frequency of opioid prescriptions at discharge suggests that inpatient opioid use does not necessarily lead to a high rate of long-term opioid dependence in patients with ICH.
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Affiliation(s)
- Nelson Lin
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA
| | - Daniel Mandel
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA
| | - Carlin C Chuck
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA
| | | | - Savannah R Doelfel
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA
| | - Helen Zhou
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA
| | - Hari Dandapani
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA
| | - Leana N Mahmoud
- Department of Pharmacy, Rhode Island Hospital, Warren Alpert Medical School of Brown University, Brown University, 593 Eddy St, APC 712, Providence, RI, USA
| | - Christoph Stretz
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA
| | - Brian C Mac Grory
- Department of Neurology, Duke University School of Medicine, Duke University, Durham, NC, USA
| | - Linda C Wendell
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA.,Department of Neurosurgery, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA
| | - Bradford B Thompson
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA.,Department of Neurosurgery, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA
| | - Karen L Furie
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA
| | - Ali Mahta
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA.,Department of Neurosurgery, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA
| | - Michael E Reznik
- Department of Neurology, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA. .,Department of Neurosurgery, Warren Alpert Medical School of Brown University, Brown University, Providence, RI, USA.
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Cruz AJS, Abreu LG, Mendes SDR, de Castilho LS, de Abreu MHNG. Association of sociodemographic factors with the prescription pattern of opioids for dental patients: A systematic review protocol. PLoS One 2021; 16:e0255743. [PMID: 34352025 PMCID: PMC8341526 DOI: 10.1371/journal.pone.0255743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 07/20/2021] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Oral health practitioners are responsible for a significant share of opioid prescriptions that seem to be influenced by many aspects, including sociodemographic factors. However, there is no consensus on the factors associated with opioid prescription in Dentistry. OBJECTIVE To identify whether patients' sociodemographic factors are associated with the prescription pattern of opioids in Dentistry. MATERIALS AND METHODS This systematic review will include observational studies (cross-sectional, case-control, and cohort). Electronic searches will be conducted in MEDLINE (PubMed), EMBASE, Scopus, Web of science, LILACS, SciELO, and Google Scholar. Grey literature will also be consulted. Two independent reviewers will screen all retrieved articles for eligibility, extract data, and assess the methodological quality of the included studies. The results will be presented as a narrative synthesis and, where possible, a meta-analysis will be conducted. Certainty of the evidence will be assessed with the Grading of Recommendations, Assessment, Development, and Evaluation approach. SYSTEMATIC REVIEW REGISTRATION NUMBER PROSPERO CRD42020211226.
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Affiliation(s)
- Alex Junio Silva Cruz
- Graduate Programme in Dentistry, School of Dentistry, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Lucas Guimarães Abreu
- Department of Child’s and Adolescent’s Oral Health, School of Dentistry, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Suellen da Rocha Mendes
- Graduate Programme in Dentistry, School of Dentistry, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Lia Silva de Castilho
- Department of Operative Dentistry, School of Dentistry, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
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Overview of this issue: "Pain management in an opioid crisis". Int J Clin Pharm 2021; 43:309-312. [PMID: 33907962 DOI: 10.1007/s11096-021-01245-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/04/2021] [Indexed: 10/21/2022]
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Adewumi AD, Maravilla JC, Alati R, Hollingworth SA, Hu X, Loveday B, Connor JP. Pharmaceutical opioids utilisation by dose, formulation, and socioeconomic status in Queensland, Australia: a population study over 22 years. Int J Clin Pharm 2020; 43:328-339. [PMID: 32964404 DOI: 10.1007/s11096-020-01155-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Accepted: 09/14/2020] [Indexed: 12/11/2022]
Abstract
Background Prescription opioids are a central aspect of pain management and as the prevalence of pain is increasing so is the rate of use of prescription opioids. Increased opioid prescriptions increases the risk of deaths and morbidity. Objective To (a) describe the 22-year trend of prescription opioid dispensing in Queensland, (b) examine the effect of opioid dose, formulation and socioeconomic status on the number of prescriptions dispensed. Design/setting Retrospective analysis of data from the Monitoring of Drugs of Dependence system of the Monitored Medicines Unit of Queensland Health, Australia. Participants Queensland residents (3.3 million) from 18 years old dispensed 18.8 million opioid prescriptions from January 1997 to December 2018. Results Opioid prescriptions dispensed annually increased to over two million in 2018 from about 150,000 prescriptions in 1997. The number of prescriptions for modified-release formulations dispensed annually was three times higher compared to the immediate-release formulations. Oxycodone accounted for over 60% of prescriptions for pharmaceutical opioids since 2013. There was an increase in the number of prescriptions dispensed as socioeconomic status decreased and modified-release opioid formulations positively affects the pattern of dispensing. The highest increase in number of prescriptions dispensed (for all opioids) was observed among the high socioeconomic status (IRR = 1.25, 95% CI 1.25, 1.26). The disparities in the annual number of prescriptions across dose categories are wider in the modified-release than the immediate-release formulations. Conclusion The dispensing of opioids increased significantly in Queensland. There was a positive relationship between the increased dispensing of opioids and locations of lower socioeconomic status.
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Affiliation(s)
- Adeleke D Adewumi
- Maryborough Hospital Pharmacy, Wide Bay Hospital and Health Service, 185 Walker Street, Maryborough, QLD, 4650, Australia. .,Discipline of Psychiatry, The University of Queensland, Herston, QLD, 4029, Australia. .,School of Clinical Medicine - Rural Clinical School, The University of Queensland, 2-4 Medical Place, Urraween, QLD, 4655, Australia.
| | - Joemer C Maravilla
- Institute for Social Science Research, The University of Queensland, 80 Meiers Rd, Indooroopilly, QLD, 4068, Australia
| | - Rosa Alati
- School of Public Health, Curtin University, Kent Street, Bentley Campus, Perth, WA, 6845, Australia
| | - Samantha A Hollingworth
- School of Pharmacy, The University of Queensland, 20 Cornwall St, Woolloongabba, QLD, 4102, Australia
| | - Xuelei Hu
- School of Information Technology and Electrical Engineering, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Bill Loveday
- Monitored Medicines Unit, Chief Medical Officer & Healthcare Regulation Branch, Department of Health, Brisbane, QLD, 4000, Australia
| | - Jason P Connor
- Discipline of Psychiatry, The University of Queensland, Herston, QLD, 4029, Australia.,Centre for Youth Substance Abuse Research, The University of Queensland, 17 Upland Road, St. Lucia, QLD, 4067, Australia
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