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Greenwald ZR, Werb D, Feld JJ, Austin PC, Fridman D, Bayoumi AM, Gomes T, Kendall CE, Lapointe-Shaw L, Scheim AI, Bartlett SR, Benchimol EI, Bouck Z, Boucher LM, Greenaway C, Janjua NZ, Leece P, Wong WWL, Sander B, Kwong JC. Validation of case-ascertainment algorithms using health administrative data to identify people who inject drugs in Ontario, Canada. J Clin Epidemiol 2024; 170:111332. [PMID: 38522754 DOI: 10.1016/j.jclinepi.2024.111332] [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: 11/23/2023] [Revised: 02/12/2024] [Accepted: 03/18/2024] [Indexed: 03/26/2024]
Abstract
OBJECTIVES Health administrative data can be used to improve the health of people who inject drugs by informing public health surveillance and program planning, monitoring, and evaluation. However, methodological gaps in the use of these data persist due to challenges in accurately identifying injection drug use (IDU) at the population level. In this study, we validated case-ascertainment algorithms for identifying people who inject drugs using health administrative data in Ontario, Canada. STUDY DESIGN AND SETTING Data from cohorts of people with recent (past 12 months) IDU, including those participating in community-based research studies or seeking drug treatment, were linked to health administrative data in Ontario from 1992 to 2020. We assessed the validity of algorithms to identify IDU over varying look-back periods (ie, all years of data [1992 onwards] or within the past 1-5 years), including inpatient and outpatient physician billing claims for drug use, emergency department (ED) visits or hospitalizations for drug use or injection-related infections, and opioid agonist treatment (OAT). RESULTS Algorithms were validated using data from 15,241 people with recent IDU (918 in community cohorts and 14,323 seeking drug treatment). An algorithm consisting of ≥1 physician visit, ED visit, or hospitalization for drug use, or OAT record could effectively identify IDU history (91.6% sensitivity and 94.2% specificity) and recent IDU (using 3-year look back: 80.4% sensitivity, 99% specificity) among community cohorts. Algorithms were generally more sensitive among people who inject drugs seeking drug treatment. CONCLUSION Validated algorithms using health administrative data performed well in identifying people who inject drugs. Despite their high sensitivity and specificity, the positive predictive value of these algorithms will vary depending on the underlying prevalence of IDU in the population in which they are applied.
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Affiliation(s)
- Zoë R Greenwald
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada; ICES, Toronto, Canada; Centre on Drug Policy Evaluation, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada
| | - Dan Werb
- Centre on Drug Policy Evaluation, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada; Division of Infectious Diseases and Global Public Health, University of California San Diego, La Jolla, USA
| | - Jordan J Feld
- Department of Medicine, University of Toronto, Toronto, Canada; Toronto Centre for Liver Disease, Toronto General Hospital, Toronto, Canada; University Health Network, Toronto, Canada
| | - Peter C Austin
- ICES, Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada
| | | | - Ahmed M Bayoumi
- ICES, Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada; Department of Medicine, University of Toronto, Toronto, Canada; Division of General Internal Medicine, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada; MAP Centre for Urban Health Solutions, St. Michael's Hospital, Unity Health Toronto, Toronto Canada
| | - Tara Gomes
- ICES, Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada; MAP Centre for Urban Health Solutions, St. Michael's Hospital, Unity Health Toronto, Toronto Canada; Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada; Ontario Drug Policy Research Network, Toronto, Canada
| | - Claire E Kendall
- ICES, Toronto, Canada; Bruyère Research Institute, Ottawa, Canada; Department of Family Medicine, University of Ottawa, Ottawa, Canada
| | - Lauren Lapointe-Shaw
- ICES, Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada; Department of Medicine, University of Toronto, Toronto, Canada; University Health Network, Toronto, Canada
| | - Ayden I Scheim
- Centre on Drug Policy Evaluation, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada; Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, USA; Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Canada
| | - Sofia R Bartlett
- British Columbia Centre for Disease Control, Vancouver, Canada; School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | - Eric I Benchimol
- ICES, Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada; Child Health Evaluative Sciences, SickKids Research Institute, The Hospital for Sick Children, Toronto, Canada; Department of Paediatrics, University of Toronto, Toronto, Canada; Division of Gastroenterology, Hepatology and Nutrition, The Hospital for Sick Children, Toronto, Canada
| | - Zachary Bouck
- Centre on Drug Policy Evaluation, St. Michael's Hospital, Unity Health Toronto, Toronto, Canada; MAP Centre for Urban Health Solutions, St. Michael's Hospital, Unity Health Toronto, Toronto Canada; Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
| | | | - Christina Greenaway
- Division of Infectious Diseases, Jewish General Hospital, Montreal, Canada; Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Canada; Department of Epidemiology and Biostatistics and Occupational Health, McGill University, Montreal, Canada
| | - Naveed Z Janjua
- British Columbia Centre for Disease Control, Vancouver, Canada; School of Population and Public Health, University of British Columbia, Vancouver, Canada; Centre for Health Evaluation & Outcome Sciences, St Paul's Hospital Vancouver, Vancouver, Canada
| | - Pamela Leece
- Public Health Ontario, Toronto, Canada; Department of Family and Community Medicine, University of Toronto, Toronto, Canada
| | - William W L Wong
- ICES, Toronto, Canada; School of Pharmacy, University of Waterloo, Kitchener, Canada; Toronto Health Economics and Technology Assessment Collaborative, Toronto, Canada
| | - Beate Sander
- ICES, Toronto, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada; University Health Network, Toronto, Canada; Public Health Ontario, Toronto, Canada; Toronto Health Economics and Technology Assessment Collaborative, Toronto, Canada
| | - Jeffrey C Kwong
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada; ICES, Toronto, Canada; University Health Network, Toronto, Canada; Public Health Ontario, Toronto, Canada; Department of Family and Community Medicine, University of Toronto, Toronto, Canada.
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2
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Tsui N, Tjong GB, Simms AJ, Edwards SA, Cripps S. Hepatitis C (HCV) prevalence in citizens of the Métis Nation of Ontario. BMC Infect Dis 2024; 24:287. [PMID: 38448806 PMCID: PMC10916169 DOI: 10.1186/s12879-024-09171-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] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 02/24/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND Hepatitis C virus (HCV) infection is a major global concern, with Indigenous Peoples bearing the highest burden. Previous studies exploring HCV prevalence within Indigenous populations have predominantly used a pan-Indigenous approach, consequently resulting in limited availability of Métis-specific HCV data. The Métis are one of the three recognized groups of Indigenous Peoples in Canada with a distinct history and language. The Métis Nation of Ontario (MNO) is the only recognized Métis government in Ontario. This study aims to examine the prevalence of self-reported HCV testing and positive results among citizens of the MNO, as well as to explore the association between sociodemographic variables and HCV testing and positive results. METHODS A population-based online survey was implemented by the MNO using their citizenship registry between May 6 and June 13, 2022. The survey included questions about hepatitis C testing and results, socio-demographics, and other health related outcomes. Census sampling was used, and 3,206 MNO citizens responded to the hepatitis C-related questions. Descriptive statistics and bivariate analysis were used to analyze the survey data. RESULTS Among the respondents, 827 (25.8%, CI: 24.3-27.3) reported having undergone HCV testing and 58 indicated testing positive, resulting in a prevalence of 1.8% (CI: 1.3-2.3). Respondents with a strong sense of community belonging, higher education levels, and lower household income were more likely to report having undergone HCV testing. Among those who had undergone testing, older age groups, individuals with lower education levels, and retired individuals were more likely to test positive for HCV. CONCLUSION This study is the first Métis-led and Métis-specific study to report on HCV prevalence among Métis citizens. This research contributes to the knowledge base for Métis health and will support the MNO's health promotion program and resources for HCV. Future research will examine the actual HCV incidence and prevalence among MNO citizens.
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Affiliation(s)
- Noel Tsui
- Métis Nation of Ontario, 66 Slater Street, Ottawa, ON, K1P 5H1, Canada.
- ICES Central, V1 06, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.
| | - Gabriel B Tjong
- Dalla Lana School of Public Health, University of Toronto, 155 College St, Toronto, ON, M5T 3M7, Canada
| | - Abigail J Simms
- Métis Nation of Ontario, 66 Slater Street, Ottawa, ON, K1P 5H1, Canada
- ICES Central, V1 06, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | - Sarah A Edwards
- Métis Nation of Ontario, 66 Slater Street, Ottawa, ON, K1P 5H1, Canada
- Dalla Lana School of Public Health, University of Toronto, 155 College St, Toronto, ON, M5T 3M7, Canada
- ICES Central, V1 06, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | - Shelley Cripps
- Métis Nation of Ontario, 66 Slater Street, Ottawa, ON, K1P 5H1, Canada
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Lasmanovich R, Shaked O, Sivan A, Barak I, Nahari M, Mor O, Katchman H. Hepatitis C Virus Prevalence, Medical Status Awareness and Treatment Engagement among Homeless People Who use Drugs: Results of a Street Outreach Study. Subst Abuse 2022; 16:11782218221095871. [PMID: 35651594 PMCID: PMC9149611 DOI: 10.1177/11782218221095871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: Hepatitis C virus (HCV) infection is a primary health concern among people
who use drugs (PWUDs). Homeless PWUDs that constitute a key population for
HCV transmission remain underrepresented in many surveys. Objectives: We performed a proactive street outreach to evaluate HCV infection prevalence
among homeless PWUDs in Tel Aviv, identify risk factors associated with HCV
infection, awareness of disease status and linkage to care rate. Results: Thirty-eight percent of approached PWUD were willing to participate in the
study. Out of 53 subjects who got tested for anti HCV by rapid test, 29
(54.72%) had a positive result, 20 of 29 anti-HCV positive (69%) patients
had positive HCV PCR. Risk factors were investigated using structured
questionnaires. Heroin use was reported significantly more frequently in the
HCV-positive group (P = .05, CI 95%),
whereas other established risk factors did not reach significance in our
cohort. While 21 of 29 (72%) HCV-positive participants were aware of their
condition, only 4 of 21 (19%) received treatment in the past, and 2 of 4
(50%) failed to achieve treatment goals, as assessed by HCV PCR. Conclusions: Our data indicate a high prevalence of HCV infection among homeless PWUDs.
Importantly, despite relatively high awareness of HCV status in this
population, we found strikingly low access to care. These findings motivate
novel interventional approaches targeted at improving patient access, and
compliance among homeless PWUDs, in an effort to reduce HCV
transmission.
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Affiliation(s)
| | - Or Shaked
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ayelet Sivan
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | - Mor Nahari
- Faculty of Humanities and Social Sciences, Ben Gurion University, Beer Sheva, Israel
| | - Orna Mor
- Central Virology Laboratory, Ministry of Health, Sheba Medical Center, Ramat-Gan, Israel
| | - Helena Katchman
- Department of Gastroenterology Tel-Aviv Sourasky Medical Center, Tel-Aviv, Israel
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Townshend-Bulson L, Roik E, Barbour Y, Bruden DJT, Homan CE, Espera HGF, Stevenson TJ, Hewitt AM, Rhodes W, Gove JE, Plotnik JN, Snowball MM, McGilvray J, Simons BC, Johnston JM, McMahon BJ. The Alaska Native/American Indian experience of hepatitis C treatment with sofosbuvir-based direct-acting antivirals. PLoS One 2021; 16:e0260970. [PMID: 34855920 PMCID: PMC8639063 DOI: 10.1371/journal.pone.0260970] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 11/20/2021] [Indexed: 12/09/2022] Open
Abstract
BACKGROUND Direct-acting antiviral (DAA) drugs have been effective in the treatment of chronic hepatitis C virus (HCV) infection. Limited data are available on safety, tolerability, and efficacy in American Indian or Alaska Native people. We aim to evaluate the treatment outcomes of sofosbuvir- based regimens for treatment of HCV in a real life setting in Alaska Native/American Indian (AN/AI) people. METHODS AN/AI patients within the Alaska Tribal Health System with confirmed positive anti-HCV and HCV RNA, who were 18 years of age and older were included in the study. Pretreatment baseline patient characteristics, treatment efficacy based on sustained virologic response (SVR) 12 weeks after treatment completion, and adverse effects were assessed. The following treatments were given according to the American Association for the Study of Liver Diseases/Infectious Disease Society of America (AASLD/IDSA) HCV Guidance: ledipasvir/sofosbuvir, sofosbuvir plus weight-based ribavirin, and sofosbuvir/velpatasvir. RESULTS We included 501 patients with a mean age of 54.3 (range 21.3-78.3) in the study. Overall SVR was achieved in 95.2% of patients who received one of the three DAA regimens. For those with cirrhosis, overall SVR was 92.8% and for those with genotype 3 91.1% achieved SVR. The most common symptom experienced during treatment was headache. Joint pain was found to decrease during treatment. One person discontinued sofosbuvir plus ribavirin due to myocardial infarction and one discontinued sofosbuvir/velpatasvir due to urticaria. CONCLUSIONS In the real-world setting, sofosbuvir-based treatment is safe, effective, and well tolerated in AN/AI patients. Sustained virologic response was high regardless of HCV genotype or cirrhosis status.
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Affiliation(s)
- Lisa Townshend-Bulson
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
| | - Elena Roik
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
| | - Youssef Barbour
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
| | - Dana J. T. Bruden
- Centers for Disease Control and Prevention, Anchorage, Alaska, United States of America
| | - Chriss E. Homan
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
| | - Hannah G. F. Espera
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
| | | | - Annette M. Hewitt
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
| | - Wileina Rhodes
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
| | - James E. Gove
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
| | - Julia N. Plotnik
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
| | - Mary M. Snowball
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
| | - John McGilvray
- Pharmacy Department, Southcentral Foundation, Anchorage, Alaska, United States of America
| | - Brenna C. Simons
- Centers for Disease Control and Prevention, Anchorage, Alaska, United States of America
| | - Janet M. Johnston
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
| | - Brian J. McMahon
- Alaska Native Tribal Health Consortium, Liver Disease and Hepatitis Program, Anchorage, Alaska, United States of America
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5
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Shakeri A, Konstantelos N, Chu C, Antoniou T, Feld J, Suda KJ, Tadrous M. Global Utilization Trends of Direct Acting Antivirals (DAAs) during the COVID-19 Pandemic: A Time Series Analysis. Viruses 2021; 13:1314. [PMID: 34372520 PMCID: PMC8310258 DOI: 10.3390/v13071314] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 06/09/2021] [Accepted: 06/29/2021] [Indexed: 12/20/2022] Open
Abstract
The 2019 novel coronavirus (COVID-19) pandemic has placed a significant strain on hepatitis programs and interventions (screening, diagnosis, and treatment) at a critical moment in the context of hepatitis C virus (HCV) elimination. We sought to quantify changes in Direct Acting Antiviral (DAA) utilization among different countries during the pandemic. We conducted a cross-sectional time series analysis between 1 September 2018 and 31 August 2020, using the IQVIA MIDAS database, which contains DAA purchase data for 54 countries. We examined the percent change in DAA units dispensed (e.g., pills and capsules) from March to August 2019 to the same period of time in 2020 across the 54 countries. Interrupted time-series analysis was used to examine the impact of COVID-19 on monthly rates of DAA utilization across each of the major developed economies (G7 nations). Overall, 46 of 54 (85%) jurisdictions experienced a decline in DAA utilization during the pandemic, with an average of -43% (range: -1% in Finland to -93% in Brazil). All high HCV prevalence (HCV prevalence > 2%) countries in the database experienced a decline in utilization, average -49% (range: -17% in Kazakhstan to -90% in Egypt). Across the G7 nations, we also observed a decreased trend in DAA utilization during the early months of the pandemic, with significant declines (p < 0.01) for Canada, Germany, the United Kingdom, and the United States of America. The global response to COVID-19 led to a large decrease in DAA utilization globally. Deliberate efforts to counteract the impact of COVID-19 on treatment delivery are needed to support the goal of HCV elimination.
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Affiliation(s)
- Ahmad Shakeri
- Women’s College Research Institute, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (A.S.); (N.K.); (C.C.)
| | - Natalia Konstantelos
- Women’s College Research Institute, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (A.S.); (N.K.); (C.C.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada
| | - Cherry Chu
- Women’s College Research Institute, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (A.S.); (N.K.); (C.C.)
| | - Tony Antoniou
- Department of Family and Community Medicine, St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada;
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada
| | - Jordan Feld
- Toronto General Hospital, University Health Network, Toronto, ON M5G 2C4, Canada;
| | - Katie J. Suda
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA 15240, USA;
- Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA
| | - Mina Tadrous
- Women’s College Research Institute, Women’s College Hospital, Toronto, ON M5S 1B2, Canada; (A.S.); (N.K.); (C.C.)
- Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, ON M5S 3M2, Canada
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6
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Winetsky D, Burack D, Antoniou P, Garcia B, Gordon P, Scherer M. Psychosocial Factors and the Care Cascade for Hepatitis C Treatment Colocated at a Syringe Service Program. J Infect Dis 2021; 222:S392-S400. [PMID: 32877544 DOI: 10.1093/infdis/jiaa142] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Direct-acting antiviral (DAA) therapy for hepatitis C virus (HCV) is highly effective. However, people who inject drugs face significant barriers to DAA access. METHODS We describe a program that colocates HCV management within a syringe service program in New York City. We performed a retrospective chart review of all patients with confirmed HCV viremia. RESULTS From 2015 to 2018, 102 patients with viremia completed intake. Fifty-eight patients started DAAs. Nine patients discontinued treatment or were lost to follow-up before completion; 1 is continuing DAA treatment. Of 48 patients who completed therapy, sustained virologic response (SVR) was achieved in 43 (89.6%). Age and established mental health treatment at intake were associated with SVR. Regular cocaine use was negatively associated with SVR in univariate analysis, but this association was not significant after adjustment for age. Of 30 patients completing DAA therapy with active illicit opioid use at intake, 14 (46.4%) engaged in opioid use disorder (OUD) treatment during therapy, and 9 remained in OUD treatment after completion of DAA treatment. CONCLUSIONS Loss to follow-up is a challenge for people who inject drugs, but among those who completed treatment, SVR was achieved at a high rate. Mental health treatment may facilitate HCV cure. Conversely, HCV therapy may facilitate engagement in OUD treatment and other services.
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Affiliation(s)
- Daniel Winetsky
- Comprehensive Health Program, New York Presbyterian Hospital, New York, USA.,Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, USA.,HIV Center for Clinical and Behavioral Studies at Columbia University and New York State Psychiatric Institute, New York, USA
| | - Daniel Burack
- Department of Medicine, Columbia University Irving Medical Center, New York, USA
| | - Pantelis Antoniou
- Comprehensive Health Program, New York Presbyterian Hospital, New York, USA
| | - Bill Garcia
- Washington Heights Corner Project, New York, USA
| | - Peter Gordon
- Comprehensive Health Program, New York Presbyterian Hospital, New York, USA.,Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, USA
| | - Matthew Scherer
- Comprehensive Health Program, New York Presbyterian Hospital, New York, USA.,Division of Infectious Diseases, Department of Medicine, Columbia University Irving Medical Center, New York, USA
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7
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Whiteley D, Speakman E, Elliott L, Davidson K, Hamilton E, Jarvis H, Quinn M, Flowers P. Provider-related barriers and enablers to the provision of hepatitis C treatment by general practitioners in Scotland: A behaviour change analysis. J Viral Hepat 2021; 28:528-537. [PMID: 33215781 PMCID: PMC7898327 DOI: 10.1111/jvh.13443] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 10/30/2020] [Accepted: 11/08/2020] [Indexed: 12/16/2022]
Abstract
The ease of direct-acting antiviral (DAA) medications for hepatitis C virus (HCV) has provided an opportunity to decentralize HCV treatment into community settings. However, the role of non-specialist clinicians in community-based pathways has received scant attention to date. This study examined barriers and enablers to expanding the role of general practitioners (GPs) in HCV treatment provision, using simple behaviour change theory as a conceptual framework. A maximum variation sample of 22 HCV treatment providers, GPs and HCV support workers participated in semi-structured interviews. Data were inductively coded, and the resulting codes deductively mapped into three principal components of behaviour change: capability, opportunity and motivation (COM-B). By this process, a number of provider- and systemic-level barriers and enablers were identified. Key barriers included the pre-treatment assessment of liver fibrosis, GP capacity and the 'speciality' of HCV care. Enablers included the simplicity of the drugs, existing GP/patient relationships and the provision of holistic care. In addition to these specific factors, the data also exposed an overarching provider understanding of 'HCV treatment' as triumvirate in nature, incorporating the assessment of liver fibrosis, the provision of holistic support and the treatment of disease. This understanding imposes a further fundamental barrier to GP-led treatment as each of these three components needs to be individually addressed. To enable sustainable models of HCV treatment provision by GPs, a pragmatic re-examination of the 'HCV treatment triumvirate' is required, and a paradigm shift from the 'refer and treat' status quo.
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Affiliation(s)
- David Whiteley
- School of Health and Social CareEdinburgh Napier UniversityEdinburghUK
| | | | - Lawrie Elliott
- Department of Nursing and Community HealthSchool of Health and Life SciencesGlasgow Caledonian UniversityGlasgowUK
| | | | | | - Helen Jarvis
- Population and Health Sciences InstituteNewcastle UniversityNewcastleUK,West Road Medical CentreNewcastleUK
| | | | - Paul Flowers
- School of Psychological Sciences and HealthUniversity of StrathclydeGlasgowUK
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8
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Kendall CE, Boucher LM, Donelle J, Martin A, Marshall Z, Boyd R, Oickle P, Diliso N, Pineau D, Renaud B, LeBlanc S, Tyndall M, Bayoumi AM. Engagement in primary health care among marginalized people who use drugs in Ottawa, Canada. BMC Health Serv Res 2020; 20:837. [PMID: 32894114 PMCID: PMC7487534 DOI: 10.1186/s12913-020-05670-z] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 08/19/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND There may be less primary health care engagement among people who use drugs (PWUD) than among the general population, even though the former have greater comorbidity and more frequent use of emergency department care. We investigated factors associated with primary care engagement among PWUD. METHODS The Participatory Research in Ottawa: Understanding Drugs (PROUD) cohort study meaningfully engaged and trained people with lived experience to recruit and survey marginalized PWUD between March-December 2013. We linked this survey data to provincial-level administrative databases held at ICES. We categorized engagement in primary care over the 2 years prior to survey completion as: not engaged (< 3 outpatient visits to the same family physician) versus engaged in care (3+ visits to the same family physician). We used multivariable logistic regression to determine factors associated with engagement in primary care. RESULTS Characteristics of 663 participants included a median age of 43 years, 76% men, and 67% living in the two lowest income quintile neighborhoods. Despite high comorbidity and a median of 4 (interquartile range 0-10) primary care visits in the year prior to survey completion, only 372 (56.1%) were engaged in primary care. Engagement was most strongly associated with the following factors: receiving provincial benefits, including disability payments (adjusted odds ratio [AOR] 4.14 (95% confidence interval [CI] 2.30 to 7.43)) or income assistance (AOR 3.69 (95% CI 2.00 to 6.81)), having ever taken methadone (AOR 3.82 (95% CI 2.28 to 6.41)), mental health comorbidity (AOR 3.43 (95% CI 2.19 to 5.38)), and having stable housing (AOR 2.09 (95% CI 1.29 to 3.38)). CONCLUSIONS Despite high comorbidity, engagement in primary care among PWUD was low. Our findings suggest that social care (housing, disability, and income support) and mental health care are associated with improved primary care continuity; integration of these care systems with primary care and opioid substitution therapy may lessen the significant morbidity and acute care use among PWUD.
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Affiliation(s)
- Claire E. Kendall
- Bruyère Research Institute, 43 Bruyère Street, Annex E, Ottawa, Ontario K1N 5C8 Canada
| | - Lisa M. Boucher
- Bruyère Research Institute, 43 Bruyère Street, Annex E, Ottawa, Ontario K1N 5C8 Canada
| | - Jessy Donelle
- ICES, Ottawa Hospital, Civic Campus, 1053 Carling Avenue, Box 684, Administrative Services Building, 1st Floor, Ottawa, Ontario K1Y 4E9 Canada
| | - Alana Martin
- Somerset West Community Health Centre, 55 Eccles Street, Ottawa, Ontario K1R 6S3 Canada
- PROUD Community Advisory Committee, Ottawa, Ontario Canada
| | - Zack Marshall
- School of Social Work, McGill University, 3506 University Street, Room 421, Montreal, Quebec H3A 2A7 Canada
| | - Rob Boyd
- Sandy Hill Community Health Centre, 221 Nelson Street, Ottawa, Ontario, K1N 1C7 Canada
| | - Pam Oickle
- Ottawa Public Health, 179 Clarence Street, Ottawa, Ontario, K1N 1B3 Canada
| | - Nicola Diliso
- PROUD Community Advisory Committee, Ottawa, Ontario Canada
| | - Dave Pineau
- PROUD Community Advisory Committee, Ottawa, Ontario Canada
| | - Brad Renaud
- PROUD Community Advisory Committee, Ottawa, Ontario Canada
| | - Sean LeBlanc
- PROUD Community Advisory Committee, Ottawa, Ontario Canada
- Drug Users Advocacy League, Ottawa, Ontario Canada
| | - Mark Tyndall
- School of Population and Public Health, University of British Columbia, 2206 East Mall, Vancouver, British Columbia V6T 1Z3 Canada
| | - Ahmed M. Bayoumi
- MAP Centre for Urban Health Solutions, Li Ka Shing Knowledge Institute and Division of General Internal Medicine, St. Michael’s Hospital; Department of Medicine and Institute of Health Policy, Management, and Evaluation, University of Toronto, 30 Bond Street, Toronto, Ontario M5B 1W8 Canada
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Prevalence and high risk behaviours associated with HCV testing among people who inject drugs: a systematic review and Meta-analysis. SUBSTANCE ABUSE TREATMENT PREVENTION AND POLICY 2020; 15:64. [PMID: 32831107 PMCID: PMC7445934 DOI: 10.1186/s13011-020-00306-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 08/19/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND Hepatitis C diagnosis could be a gateway to behavioral change and subsequent decline in transmission among people who inject drugs (PWIDs). We assessed the association between the social determinants of PWID, their risk behaviors and hepatitis C testing. METHODS We searched for studies in English published before May 1, 2020, on PubMed, Scopus, Cochrane, and Web of Science to identify primary studies on the factors associated with hepatitis C virus (HCV) testing among PWID. After reviewing for study duplicates, the full-text of selected articles were assessed for eligibility using Population, Intervention, Comparator, Outcomes (PICO) criteria. i) population: individuals who report injecting drugs; ii) intervention: HCV testing in the past year; iii) comparator: PWIDs who did not have an HCV test; iv) outcome: HCV testing among PWIDs and v) study type: cross-sectional, cohort, and case-control studies. Two independent reviewers (author BA and AB) chose the references in a two-phased monitoring process. The authors gathered data from selected papers, including the surname of the first author, publication date, participant demographic data (age, sex, and level of education) and other characteristics like previous HCV testing, past treatment attempts, duration of injecting drug use and condomless sex. We used fixed and random-effects meta-analysis models to estimate the pooled prevalence, pooled odds ratio (OR), and 95% confidence intervals. The data were analyzed using Stata 12.0 software. RESULTS After a detailed assessment of over 12,000 articles, a total of 16 studies containing 38,952 participants met the eligibility criteria. Our findings showed a pooled prevalence rate of 61.01% (95% CI, 34.65-84.32%) for recent HCV testing among PWIDs. Being female (OR = 1.69, 95%CI = 1.13, 2.26), aged > 30 years, (OR = 2.61, 95%CI = 1.66-3.56) having past treatment attempt (OR = 2.24, 95%CI = 1.80-2.68), and reporting a previous test (OR = 2.03, 95%CI = 1.23-2.82). were significantly associated with having a recent HCV test.,,. Finding of present study was that unprotected sex had a negative association with HCV testing. Those PWIDs who had unprotected sex were 0.56 times less likely to have completed HCV testing during last year (OR = 0.56, 95%CI = 0.33-0.78). CONCLUSION Prevention programs that address age > 30 years, being female, past treatment attempt, previous testing of safe sexual practices, are strongly recommended to prioritize HCV risk reduction strategies.
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Lepage C, Garber G, Corrin R, Galanakis C, Leonard L, Cooper C. Telemedicine successfully engages marginalized rural hepatitis C patients in curative care. JOURNAL OF THE ASSOCIATION OF MEDICAL MICROBIOLOGY AND INFECTIOUS DISEASE CANADA = JOURNAL OFFICIEL DE L'ASSOCIATION POUR LA MICROBIOLOGIE MEDICALE ET L'INFECTIOLOGIE CANADA 2020; 5:87-97. [PMID: 36338186 PMCID: PMC9602883 DOI: 10.3138/jammi-2019-0025] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2019] [Accepted: 02/04/2020] [Indexed: 04/16/2023]
Abstract
BACKGROUND Rurally located individuals living with hepatitis C virus (HCV) face barriers to engagement and retention in care. Telemedicine technologies coupled with highly curative direct acting antiviral (DAA) treatments may increase accessibility to HCV care while achieving high sustained virologic response (SVR) rates. We compared clinical and socio-economic characteristics, SVR, and loss to follow-up among telemedicine (TM), mixed delivery (MD), and outpatient clinic (OPC) patients receiving care through The Ottawa Hospital Viral Hepatitis Program (TOHVHP). METHODS TOHVHP clinical database was used to evaluate patients engaging HCV care between January 1, 2012, and December 31, 2016. SVR rates by HCV care delivery method (TM versus OPC versus MD) were calculated. RESULTS Analysis included 1,454 patients who engaged with TOHVHP at least once. Patients were aged almost 50 years on average and were predominately male and Caucasian. A greater proportion of TM patients were rurally based, were Indigenous, had a history of substance use, and had previously been incarcerated. Per-protocol DAA SVR rates for TM, OPC, and MD patients were 100% (26/26), 93% (440/472), and 94% (44/47), respectively. Loss-to-follow-up rates for HCV-treated TM and MD patients were higher (27% [10/37], 95% CI 0.58 to 0.88, and 11% [7/62], 95% CI 0.81 to 0.97, respectively) than for those followed exclusively in the OPC (5% [39/800], 95% CI 0.94 to 0.97). CONCLUSIONS TM can successfully engage, retain, and cure rurally based HCV patients facing barriers to care. Strategies to improve TM retention of patients initiating HCV antiviral treatment are key to optimizing the impact of this model of care.
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Affiliation(s)
- Candis Lepage
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Gary Garber
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Division of Infectious Diseases, Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Raymond Corrin
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | | | - Lynne Leonard
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Curtis Cooper
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Division of Infectious Diseases, Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Correspondence: Curtis Cooper, Department of Medicine, University of Ottawa, 501 Smyth Road, Box 223, Ottawa, Ontario K1H 8L6 Canada. Telephone: 613-737-8899 ext. 72296. E-mail:
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HCV-infected individuals have higher prevalence of comorbidity and multimorbidity: a retrospective cohort study. BMC Infect Dis 2019; 19:712. [PMID: 31438873 PMCID: PMC6706878 DOI: 10.1186/s12879-019-4315-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 07/24/2019] [Indexed: 02/07/2023] Open
Abstract
Background Almost 1% of Canadians are hepatitis C (HCV)-infected. The liver-specific complications of HCV are established but the extra-hepatic comorbidity, multimorbidity, and its relationship with HCV treatment, is less well known. We describe the morbidity burden for people with HCV and the relationship between multimorbidity and HCV treatment uptake and cure in the pre- and post-direct acting antiviral (DAA) era. Methods We linked adults with HCV at The Ottawa Hospital Viral Hepatitis Program as of April 1, 2017 to provincial health administrative data and matched on age and sex to 5 Ottawa-area residents for comparison. We used validated algorithms to identify the prevalence of mental and physical health comorbidities, as well as multimorbidity (2+ comorbidities). We calculated direct age- and sex-standardized rates of comorbidity and comparisons were made by interferon-based and interferon-free, DAA HCV treatments. Results The mean age of the study population was 54.5 years (SD 11.4), 65% were male. Among those with HCV, 4% were HIV co-infected, 26% had liver cirrhosis, 47% received DAA treatment, and 57% were cured of HCV. After accounting for age and sex differences, the HCV group had greater multimorbidity (prevalence ratio (PR) 1.38, 95% confidence interval (CI) 1.20 to 1.58) and physical-mental health multimorbidity (PR 2.71, 95% CI 2.29–3.20) compared to the general population. Specifically, prevalence ratios for people with HCV were significantly higher for diabetes, renal failure, cancer, asthma, chronic obstructive pulmonary disease, substance use disorder, mood and anxiety disorders and liver failure. HCV treatment and cure were not associated with multimorbidity, but treatment prevalence was significantly lower among middle-aged individuals with substance use disorders despite no differences in prevalence of cure among those treated. Conclusion People with HCV have a higher prevalence of comorbidity and multimorbidity compared to the general population. While HCV treatment was not associated with multimorbidity, people with substance use disorder were less likely to be treated. Our results point to the need for integrated, comprehensive models of care delivery for people with HCV. Electronic supplementary material The online version of this article (10.1186/s12879-019-4315-6) contains supplementary material, which is available to authorized users.
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Hepatitis C continuum of care and utilization of healthcare and harm reduction services among persons who inject drugs in Seattle. Drug Alcohol Depend 2019; 195:114-120. [PMID: 30611979 PMCID: PMC6440747 DOI: 10.1016/j.drugalcdep.2018.11.026] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Revised: 11/20/2018] [Accepted: 11/23/2018] [Indexed: 12/21/2022]
Abstract
BACKGROUND To describe the "continuum of care" for hepatitis C virus (HCV) and related health service utilization among persons who inject drugs (PWID) in the Seattle metropolitan area. METHODS The study analyzed data from the 2015 National HIV Behavioral Surveillance system focused on PWID, which included local questions on HCV treatment and testing. We calculated respondent driven sampling (RDS)-adjusted percentages of participants who had completed each step of the care continuum and compared healthcare harm reduction services among participants who were HCV + vs. HCV- using bivariate analyses. RESULTS 513 PWID were screened for HCV antibodies (Ab). Of those, 59.7% were HCV Ab+. Among those HCV Ab+, 86.4% had been tested for HCV at least once; 69.9% reported a previous diagnosis. Of those diagnosed, 55.9% had received a confirmatory test, 17.2% had ever received any medications for HCV, and 7.2% had completed treatment. The majority of HCV Ab + participants had seen a health care provider in the past 12 months (85.6%). CONCLUSIONS There is a large gap between HCV screening and treatment among Seattle area PWID.
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