Hepatitis C (HCV) Reinfection and Risk Factors among Clients of a Low-Threshold Primary Healthcare Service for People Who Inject Drugs in Sydney, Australia
Abstract
:1. Introduction
- Identify the demographic, behavioural, and clinical risk factors associated with being diagnosed with HCV reinfection at our service among PWID;
- Adjust the associations reported to identify independent risk factors for reinfection;
- Determine the incidence of HCV reinfection diagnosis overall and by sub-group.
2. Materials and Methods
2.1. Setting
2.2. Design, Timeframe, and Participants
2.3. Data Sources
2.4. Variables
2.4.1. Demographic, Behavioural, and Clinical Risk Factors
2.4.2. HCV Reinfection
- Proportion ever diagnosed with HCV reinfection. The ever-reinfected group included all individuals identified as having new HCV infection (RNA positivity) after a confirmed cure regardless of whether exact testing dates were documented by us (e.g., we determined they were reinfected as they returned to our service on a second treatment course, or reinfection was detailed in a referral letter without exact testing dates). Individuals who did not fit this criterion were classified as not reinfected (i.e., individuals in whom we did not detect reinfection or did not test for reinfection were included as not reinfected). This definition was used to compute the proportion diagnosed as reinfected and the associations between independent variables and HCV reinfection in bivariate and multivariable models.
- HCV reinfection incidence based on interval HCV RNA testing data. This definition was based on the last undetectable and the first detectable HCV test date. Treatment episodes or test results where an undetectable HCV test result was followed by a detectable HCV test result after the original SVR12 due date were classified as reinfections. People with interval negative testing data were classified as not reinfected.
2.5. Statistical Analysis
- The demographic, behavioural, and clinical characteristics (based on the most recent data available) of DAA-treated clients with recent injecting drug use were described and the proportion of reinfected reported.
- Bivariate associations between independent variables (i.e., demographic, behavioural, and clinical characteristics) and HCV reinfection were examined using logistic regression models to identify factors associated with reinfection (p < 0.05).
- Variables that were statistically significant at the p < 0.15 level in the bivariate analysis were included in a multivariable logistic regression model to identify independent risk factors for reinfection.
- To investigate the extent to which loss to follow-up may have biased results, we used logistic regression models and examined the bivariate association between client characteristics and being lost to follow-up.
- 5.
- An incidence rate of reinfection per 100PY of follow-up was generated for each independent variable (using the definition of reinfection based on interval testing data). This was calculated for all DAA-treated clients with interval testing data and a subset of people with recent (6 month) injecting drug use.
3. Results
3.1. DAA-Treated Clients with Recent (6 Month) Injecting Drug Use (n = 321)
3.2. DAA-Treated Clients with HCV RNA Interval Testing Data (n = 311)
4. Discussion
5. Limitations
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Characteristic | All Clients n = 413 | Clients without Recent (6 Month) Injecting Drug Use n = 92 | Clients with Recent (6 Month) Injecting Drug Use n = 321 |
---|---|---|---|
% (n/N) | % (n/N) | % (n/N) | |
Age (median), in years | 45 (IQR = 38–51) | 49 (IQR = 42–56) | 44 (IQR = 37–50) |
Gender | |||
Male | 70.0 (289/413) | 65.2 (60/92) | 71.3 (229/321) |
Female | 28.1 (116/413) | 33.7 (31/92) | 26.5 (85/321) |
Non-binary | 1.9 (8/413) | 1.1 (1/92) | 2.2 (7/321) |
Aboriginal and/or Torres Strait Islander | |||
Yes | 23.2 (96/413) | 17.4 (16/92) | 24.9 (80/321) |
No | 76.8 (317/413) | 82.6 (76/92) | 75.1 (241/321) |
Australian-born | |||
Yes | 84.9 (349/411) | 80.4 (74/92) | 86.2 (275/319) |
No | 15.1 (62/411) | 19.6 (18/92) | 13.8 (44/319) |
Men who have sex with men, ever | |||
Yes | 17.0 (70/413) | 4.4 (4/92) | 20.6 (66/321) |
No | 83.1 (343/413) | 95.7 (88/92) | 79.4 (255/321) |
Homeless in the last 12 months | |||
Yes | 48.3 (199/412) | 30.4 (28/92) | 53.4 (171/320) |
No | 51.7 (213/412) | 69.6 (64/92) | 46.6 (149/320) |
Incarcerated 1, ever | |||
Yes | 70.6 (185/262) | 52.8 (28/53) | 75.1 (157/209) |
No | 24.2 (77/262) | 47.2 (25/53) | 24.9 (52/209) |
Opioid agonist therapy, current | |||
Yes | 40.7 (168/413) | 19.6 (18/92) | 46.7 (150/321) |
No | 59.3 (245/413) | 80.4 (74/92) | 53.3 (171/321) |
HIV-positive 2 | |||
Yes | 5.6 (23/413) | 3.3 (3/92) | 6.2 (20/321) |
No | 94.4 (390/413) | 96.7 (89/92) | 93.8 (301/321) |
HBV-positive 2 | |||
Yes | 2.0 (8/408) | - | 2.5 (8/316) |
No | 98.0 (400/408) | 100.0 (92/92) | 97.5 (308/316) |
Cirrhotic 3 | |||
Yes | 10.7 (44/412) | 16.3 (15/92) | 9.1 (29/320) |
No | 89.3 (368/412) | 83.7 (77/92) | 90.9 (291/320) |
Characteristic | (1) Clients with Recent (6 Month) Injecting Drug Use | (2) Bivariate Association | ||||||
---|---|---|---|---|---|---|---|---|
Not Reinfected | Reinfected | |||||||
% (n/N) | 95% CI | % (n/N) | 95% CI | p-Value | OR | 95% CI | p-Value | |
Mean age, in years | 43.8 | 42.8–45.0 | 41.7 | 38.5–45.0 | 0.199 | 0.98 | 0.94–1.01 | 0.199 |
Gender | 0.184 | |||||||
Male | 90.8 (208/229) | 86.3–94.0 | 9.2 (21/229) | 6.0–13.7 | 1 | - | - | |
Female | 83.5 (71/85) | 74.0–90.2 | 16.5 (14/85) | 10.0–26.0 | 1.95 | 0.94–4.04 | 0.071 | |
Non-binary | 85.7 (6/7) | 41.7–98.1 | 14.3 (1/7) | 2.0–58.3 | 1.65 | 0.19–14.37 | 0.650 | |
Aboriginal and/or Torres Strait Islander | 0.004 * | |||||||
No | 91.7 (221/241) | 87.5–94.6 | 8.3 (20/241) | 5.4–12.5 | 1 | - | - | |
Yes | 80.0 (64/80) | 69.8–87.3 | 20.0 (16/80) | 12.6–30.2 | 2.76 | 1.35–5.64 | 0.007 * | |
Australian-born | 0.313 | |||||||
No | 93.2 (41/44) | 80.8–97.8 | 6.8 (3/44) | 2.2–19.2 | 1 | - | - | |
Yes | 88.0 (242/275) | 83.6–91.3 | 12.0 (33/275) | 8.7–16.4 | 1.86 | 0.54–6.36 | 0.285 | |
Men who have sex with men, ever | 0.484 | |||||||
No | 89.4 (228/255) | 85.0–92.7 | 10.6 (27/255) | 7.4–15.0 | 1 | - | - | |
Yes | 86.4 (57/66) | 75.8–92.8 | 13.6 (9/66) | 7.2–24.2 | 1.33 | 0.59–2.99 | 0.493 | |
Homeless in the last 12 months | 0.327 | |||||||
No | 90.6 (135/149) | 84.7–94.4 | 9.4 (14/149) | 5.63–15.3 | 1 | - | - | |
Yes | 87.1 (149/171) | 81.2–91.4 | 12.9 (22/171) | 8.61–18.8 | 1.42 | 0.70–2.89 | 0.324 | |
Incarcerated 1, ever | 0.372 | |||||||
No | 88.5 (46/52) | 76.5–94.8 | 11.5 (6/52) | 5.3–23.5 | 1 | - | - | |
Yes | 86.6 (136/157) | 80.3–91.1 | 13.4 (21/157) | 8.9–19.7 | 1.18 | 0.45–3.11 | 0.732 | |
Opioid agonist therapy, current | 0.771 | |||||||
No | 88.3 (151/171) | 82.5–92.3 | 11.7 (20/171) | 7.7–17.5 | 1 | - | - | |
Yes | 89.3 (134/150) | 83.3–93.4 | 10.7 (16/150) | 6.6–16.7 | 0.90 | 0.45–1.81 | 0.770 | |
HIV-positive 2 | 0.199 | |||||||
No | 89.4 (269/301) | 85.3–92.4 | 10.6 (32/301) | 7.6–14.7 | 1 | - | - | |
Yes | 80.0 (16/20) | 57.1–92.3 | 20.0 (4/20) | 7.7–42.9 | 2.10 | 0.66–6.67 | 0.237 | |
HBV-positive 2 | 0.220 | |||||||
No | 89.0 (274/308) | 84.9–92.0 | 11.0 (34/308) | 7.98–15.07 | 1 | - | - | |
Yes | 75.0 (6/8) | 37.6–93.7 | 25.0 (2/8) | 6.3–62.4 | 2.7 | 0.52–13.84 | 0.277 | |
Cirrhotic 3 | 0.871 | |||||||
No | 89.0 (258/291) | 84.5–91.8 | 11.3 (33/291) | 8.2–15.5 | 1 | - | - | |
Yes | 90.0 (26/29) | 72.3–96.6 | 10.3 (3/29) | 3.4–27.7 | 0.90 | 0.26–3.14 | 0.870 |
Characteristic | Adjusted Association | ||
---|---|---|---|
AOR | 95% CI | p-Value | |
Aboriginal and/or Torres Strait Islander 1 | 2.73 | 1.33–5.60 | 0.006 * |
Gender 2 | |||
Female | 1.92 | 0.92–4.02 | 0.084 |
Non-binary | 1.59 | 0.18–14.28 | 0.681 |
Characteristic 2 | DAA-Treated Clients with HCV RNA Interval Testing Data 1 | Subset of Clients with Recent (6 Month) Injecting Drug Use | ||
---|---|---|---|---|
Reinfection Rate/100PY | 95% CI | Reinfection Rate/100PY | 95% CI | |
Overall | 9.5 | 6.3–14.3 | 11.00 | 7.2–16.7 |
Gender | ||||
Male | 10.047 | 6.2–16.4 | 11.9 | 7.3–19.5 |
Female | 9.2 | 4.4–19.2 | 9.9 | 4.5–22.1 |
Non-binary | - 3 | - | - | - |
Aboriginal and/or Torres Strait Islander | ||||
Yes | 20.4 | 12.1–34.4 | 20.5 | 11.9–35.4 |
No | 5.1 | 2.7–9.9 | 6.4 | 3.4–12.4 |
Australian-born | ||||
Yes | 10.2 | 6.6–15.6 | 11.6 | 7.5–17.9 |
No | 5.8 | 1.5–23.3 | 7.3 | 1.8–29.1 |
Men who have sex with men, ever | ||||
Yes | 9.5 | 4.5–19.9 | 10.3 | 4.9–21.5 |
No | 9.9 | 5.1–19.0 | 12.6 | 6.5–24.2 |
Homeless in the last 12 months | ||||
Yes | 13.4 | 8.1–22.2 | 15.5 | 9.4–25.7 |
No | 6.1 | 3.1–12.2 | 6.7 | 3.2–14.0 |
Incarceration 4, ever | ||||
Yes | 11.9 | 7.3–19.5 | 13.9 | 8.5–22.7 |
No | 4.3 | 1.1–17.2 | 2.8 | 0.4–19.6 |
Recent (6 months) injecting drug use | ||||
Yes | 11.0 | 7.2–16.7 | - | - |
No | 2.4 | 0.3–17.3 | - | - |
Opioid agonist therapy, current | ||||
Yes | 10.5 | 5.9–18.4 | 10.2 | 5.7–18.4 |
No | 8.6 | 4.8–15.6 | 11.8 | 6.5–21.3 |
HIV-positive 5 | ||||
Yes | 5.5 | 1.4–22.1 | 6.8 | 1.7–27.1 |
No | 10.2 | 6.7–15.7 | 11.7 | 7.6–18.2 |
HBV-positive 5 | ||||
Yes | 9.5 | 1.3–67.4 | 9.5 | 1.3–67.4 |
No | 9.7 | 6.4–14.7 | 11.3 | 7.4–17.4 |
Cirrhotic 6 | ||||
Yes | 14.6 | 6.1–35.0 | 18.2 | 7.6–43.6 |
No | 8.8 | 5.6–14.00 | 10.0 | 6.2–16.1 |
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Share and Cite
Read, P.; Tang, B.Z.H.; Silins, E.; Doab, A.; Cornelisse, V.J.; Gilliver, R. Hepatitis C (HCV) Reinfection and Risk Factors among Clients of a Low-Threshold Primary Healthcare Service for People Who Inject Drugs in Sydney, Australia. Viruses 2024, 16, 957. https://doi.org/10.3390/v16060957
Read P, Tang BZH, Silins E, Doab A, Cornelisse VJ, Gilliver R. Hepatitis C (HCV) Reinfection and Risk Factors among Clients of a Low-Threshold Primary Healthcare Service for People Who Inject Drugs in Sydney, Australia. Viruses. 2024; 16(6):957. https://doi.org/10.3390/v16060957
Chicago/Turabian StyleRead, Phillip, Bruce Zi Huan Tang, Edmund Silins, Anna Doab, Vincent J. Cornelisse, and Rosie Gilliver. 2024. "Hepatitis C (HCV) Reinfection and Risk Factors among Clients of a Low-Threshold Primary Healthcare Service for People Who Inject Drugs in Sydney, Australia" Viruses 16, no. 6: 957. https://doi.org/10.3390/v16060957
APA StyleRead, P., Tang, B. Z. H., Silins, E., Doab, A., Cornelisse, V. J., & Gilliver, R. (2024). Hepatitis C (HCV) Reinfection and Risk Factors among Clients of a Low-Threshold Primary Healthcare Service for People Who Inject Drugs in Sydney, Australia. Viruses, 16(6), 957. https://doi.org/10.3390/v16060957