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Tuyishime E, Remera E, Kayitesi C, Malamba S, Sangwayire B, Habimana Kabano I, Ruisenor-Escudero H, Oluoch T, Unna Chukwu A. Estimation of the Population Size of Street- and Venue-Based Female Sex Workers and Sexually Exploited Minors in Rwanda in 2022: 3-Source Capture-Recapture. JMIR Public Health Surveill 2024; 10:e50743. [PMID: 38488847 PMCID: PMC10980986 DOI: 10.2196/50743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 11/25/2023] [Accepted: 01/10/2024] [Indexed: 03/19/2024] Open
Abstract
BACKGROUND HIV surveillance among key populations is a priority in all epidemic settings. Female sex workers (FSWs) globally as well as in Rwanda are disproportionately affected by the HIV epidemic; hence, the Rwanda HIV and AIDS National Strategic Plan (2018-2024) has adopted regular surveillance of population size estimation (PSE) of FSWs every 2-3 years. OBJECTIVE We aimed at estimating, for the fourth time, the population size of street- and venue-based FSWs and sexually exploited minors aged ≥15 years in Rwanda. METHODS In August 2022, the 3-source capture-recapture method was used to estimate the population size of FSWs and sexually exploited minors in Rwanda. The field work took 3 weeks to complete, with each capture occasion lasting for a week. The sample size for each capture was calculated using shinyrecap with inputs drawn from previously conducted estimation exercises. In each capture round, a stratified multistage sampling process was used, with administrative provinces as strata and FSW hotspots as the primary sampling unit. Different unique objects were distributed to FSWs in each capture round; acceptance of the unique object was marked as successful capture. Sampled FSWs for the subsequent capture occasions were asked if they had received the previously distributed unique object in order to determine recaptures. Statistical analysis was performed in R (version 4.0.5), and Bayesian Model Averaging was performed to produce the final PSE with a 95% credibility set (CS). RESULTS We sampled 1766, 1848, and 1865 FSWs and sexually exploited minors in each capture round. There were 169 recaptures strictly between captures 1 and 2, 210 recaptures exclusively between captures 2 and 3, and 65 recaptures between captures 1 and 3 only. In all 3 captures, 61 FSWs were captured. The median PSE of street- and venue-based FSWs and sexually exploited minors in Rwanda was 37,647 (95% CS 31,873-43,354), corresponding to 1.1% (95% CI 0.9%-1.3%) of the total adult females in the general population. Relative to the adult females in the general population, the western and northern provinces ranked first and second with a higher concentration of FSWs, respectively. The cities of Kigali and eastern province ranked third and fourth, respectively. The southern province was identified as having a low concentration of FSWs. CONCLUSIONS We provide, for the first time, both the national and provincial level population size estimate of street- and venue-based FSWs in Rwanda. Compared with the previous 2 rounds of FSW PSEs at the national level, we observed differences in the street- and venue-based FSW population size in Rwanda. Our study might not have considered FSWs who do not want anyone to know they are FSWs due to several reasons, leading to a possible underestimation of the true PSE.
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Affiliation(s)
- Elysee Tuyishime
- African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda
- Division of Global HIV and TB, Global Health Center, US Centers for Disease Control and Prevention, Kigali, Rwanda
| | - Eric Remera
- Institute of HIV Disease Prevention and Control, Rwanda Biomedical Centre, Rwanda Ministry of Health, Kigali, Rwanda
| | - Catherine Kayitesi
- Institute of HIV Disease Prevention and Control, Rwanda Biomedical Centre, Rwanda Ministry of Health, Kigali, Rwanda
| | - Samuel Malamba
- Division of Global HIV and TB, Global Health Center, US Centers for Disease Control and Prevention, Kigali, Rwanda
| | - Beata Sangwayire
- Division of Global HIV and TB, Global Health Center, US Centers for Disease Control and Prevention, Kigali, Rwanda
| | | | - Horacio Ruisenor-Escudero
- Key Population Surveillance Team, Epidemiology and Surveillance Branch, Division of Global HIV/TB, Global Health Center, US Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Tom Oluoch
- Division of Global HIV and TB, Global Health Center, US Centers for Disease Control and Prevention, Kigali, Rwanda
| | - Angela Unna Chukwu
- African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda
- Department of Statistics, University of Ibadan, Ibadan, Nigeria
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Tuyishime E, Kayitesi C, Musengimana G, Malamba S, Moges H, Kankindi I, Escudero HR, Habimana Kabano I, Oluoch T, Remera E, Chukwu A. Population Size Estimation of Men Who Have Sex With Men in Rwanda: Three-Source Capture-Recapture Method. JMIR Public Health Surveill 2023; 9:e43114. [PMID: 36972131 PMCID: PMC10131990 DOI: 10.2196/43114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 12/24/2022] [Accepted: 02/03/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND Globally, men who have sex with men (MSM) continue to bear a disproportionately high burden of HIV infection. Rwanda experiences a mixed HIV epidemic, which is generalized in the adult population, with aspects of a concentrated epidemic among certain key populations at higher risk of HIV infection, including MSM. Limited data exist to estimate the population size of MSM at a national scale; hence, an important piece is missing in determining the denominators to use in estimates for policy makers, program managers, and planners to effectively monitor HIV epidemic control. OBJECTIVE The aims of this study were to provide the first national population size estimate (PSE) and geographic distribution of MSM in Rwanda. METHODS Between October and December 2021, a three-source capture-recapture method was used to estimate the MSM population size in Rwanda. Unique objects were distributed to MSM through their networks (first capture), who were then tagged according to MSM-friendly service provision (second capture), and a respondent-driven sampling survey was used as the third capture. Capture histories were aggregated in a 2k-1 contingency table, where k indicates the number of capture occasions and "1" and "0" indicate captured and not captured, respectively. Statistical analysis was performed in R (version 4.0.5) and the Bayesian nonparametric latent-class capture-recapture package was used to produce the final PSE with 95% credibility sets (CS). RESULTS We sampled 2465, 1314, and 2211 MSM in capture one, two, and three, respectively. There were 721 recaptures between captures one and two, 415 recaptures between captures two and three, and 422 recaptures between captures one and three. There were 210 MSM captured in all three captures. The total estimated population size of MSM above 18 years old in Rwanda was 18,100 (95% CS 11,300-29,700), corresponding to 0.70% (95% CI 0.4%-1.1%) of total adult males. Most MSM reside in the city of Kigali (7842, 95% CS 4587-13,153), followed by the Western province (2469, 95% CS 1994-3518), Northern province (2375, 95% CS 842-4239), Eastern province (2287, 95% CS 1927-3014), and Southern province (2109, 95% CS 1681-3418). CONCLUSIONS Our study provides, for the first time, a PSE of MSM aged 18 years or older in Rwanda. MSM are concentrated in the city of Kigali and are almost evenly distributed across the other 4 provinces. The national proportion estimate bounds of MSM out of the total adult males includes the World Health Organization's minimum recommended proportion (at least 1.0%) based on 2012 census population projections for 2021. These results will inform denominators to be used for estimating service coverage and fill existing information gaps to enable policy makers and planners to monitor the HIV epidemic among MSM nationally. There is an opportunity for conducting small-area MSM PSEs for subnational-level HIV treatment and prevention interventions.
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Affiliation(s)
- Elysee Tuyishime
- African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda
- Division of Global HIV and Tuberculosis, Center for Global Health, US Centers for Disease Control and Prevention, Kigali, Rwanda
| | - Catherine Kayitesi
- HIV/AIDS, Sexually Transmitted Infections and Viral Hepatitis Division, Rwanda Biomedical Center, Kigali, Rwanda
| | - Gentille Musengimana
- Division of Global HIV and Tuberculosis, Center for Global Health, US Centers for Disease Control and Prevention, Kigali, Rwanda
| | - Samuel Malamba
- Division of Global HIV and Tuberculosis, Center for Global Health, US Centers for Disease Control and Prevention, Kigali, Rwanda
| | - Hailegiorgis Moges
- Division of Global HIV and Tuberculosis, Center for Global Health, US Centers for Disease Control and Prevention, Kigali, Rwanda
| | - Ida Kankindi
- Division of Global HIV and Tuberculosis, Center for Global Health, US Centers for Disease Control and Prevention, Kigali, Rwanda
| | - Horacio Ruisenor Escudero
- Key Population Surveillance Team, Epidemiology and Surveillance Branch, Division of Global HIV and Tuberculosis, Center of Global Health, US Centers for Disease Control and Prevention, Atlanta, GA, United States
| | | | - Tom Oluoch
- Division of Global HIV and Tuberculosis, Center for Global Health, US Centers for Disease Control and Prevention, Kigali, Rwanda
| | - Eric Remera
- HIV/AIDS, Sexually Transmitted Infections and Viral Hepatitis Division, Rwanda Biomedical Center, Kigali, Rwanda
| | - Angela Chukwu
- African Center of Excellence in Data Science, University of Rwanda, Kigali, Rwanda
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Anastario M, Firemoon P, Rodriguez AM, Wade C, Prokosch C, Rink E, Wagner E. A Pilot Study of Polysubstance Use Sequences across the Lifespan among Assiniboine and Sioux People Who Use Injection Drugs. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 20:543. [PMID: 36612865 PMCID: PMC9819103 DOI: 10.3390/ijerph20010543] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/23/2022] [Accepted: 12/27/2022] [Indexed: 06/17/2023]
Abstract
Compared with other racial/ethnic groups in the United States, American Indians/Alaska Natives have the highest rates of acute Hepatitis C Virus (HCV) infection, the highest HCV-related mortality, and one of the fastest climbing rates of drug overdose deaths involving stimulants. In this pilot study, a life history calendar was administered to Indigenous people who use injection drugs (IPWIDs) to understand sequences of polysubstance use across the lifespan. 40 IPWIDs completed a questionnaire and life history calendar. Social sequence analysis was used to examine patterns in sequential phenomena among substances reported over years of the lifespan. Most participants (55%) began injecting substances before the age of 21, 62.5% shared syringes with others, and 45% had ever been diagnosed with HCV. An appreciably large increase in the use of stimulants occurred between the year prior to and following injection initiation (33% to 82%). A three-cluster solution distinguished younger IPWIDs transitioning into polysubstance use involving stimulants and/or narcotic analgesics from adults using narcotic analgesics with stimulants over longer periods of time, and adults most focused on stimulant use over time. Findings from this pilot study contribute to an understanding of how methamphetamine injection plays a role in the HCV epidemic among IPWIDs.
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Affiliation(s)
- Michael Anastario
- Robert Stempel College of Public Health & Social Work, Research Center in Minority Institutions, Florida International University, Miami, FL 33199, USA
| | | | - Ana Maria Rodriguez
- Robert Stempel College of Public Health & Social Work, Research Center in Minority Institutions, Florida International University, Miami, FL 33199, USA
| | | | | | - Elizabeth Rink
- Department of Health and Human Development, Montana State University, Bozeman, MT 59717, USA
| | - Eric Wagner
- Robert Stempel College of Public Health & Social Work, Research Center in Minority Institutions, Florida International University, Miami, FL 33199, USA
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Lefoka MH, Netangaheni RT. Factors associated with smoking and transitioning to nyaope injection amongst women in the City of Tshwane Municipality: A self-report by women. Health SA 2022; 27:1775. [PMID: 35937427 PMCID: PMC9350489 DOI: 10.4102/hsag.v27i0.1775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 03/25/2022] [Indexed: 01/22/2023] Open
Abstract
Background Substance use disorder has emerged as a key health and social challenge in South Africa (SA). It is projected that about 15% of South African youth, especially young women are prone to engage in drug use and the prospects of coming into contact with nyaope, a highly addictive drug, are higher. Nyaope is mainly smoked, but the prevalence of injecting it is increasing in most regions. Aim This study aimed to explore and describe the perception of women, who use nyaope, about the factors contributing to nyaope smoking and transitioning to injecting nyaope amongst women in the City of Tshwane Municipality (CoT), Gauteng. Setting The research was conducted within Community Oriented Substance Use Programme sites across the CoT Municipality. Methods Qualitative research methods were utilised to explore and describe the perceptions of the participants on factors contributing to the use of nyaope amongst women residing in the CoT. Data were collected through face-to-face interviews and thematically analysed. Results Intimate partner influence (IPI), peer pressure, being misled by friends, weight loss, lack of effective coping mechanisms and counteracting other drugs contributed to women smoking nyaope. Additionally, a need for an intense high, IPI, influence by the social network, curiosity and cost-effectiveness contributed to women transitioning from smoking to injecting nyaope. Conclusion The study has established factors contributing to smoking and transition to injecting nyaope as viewed by women residing in the CoT. Contribution This research affirms that women are influenced by different factors to use and transition to injecting Nyaope.
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Affiliation(s)
- Moganki H. Lefoka
- Community Oriented Substance Use Programme, Department of Family Medicine, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa,Department of Sociology, Faculty of Human Sciences, University of South Africa, Pretoria, South Africa
| | - Robert T. Netangaheni
- Department of Health Studies, Faculty of Human Sciences, University of South Africa, Pretoria, South Africa
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Huang C, Yuan Q, Shi S, Ge M, Sheng X, Yang M, Zhang L, Wang L, Zhang K, Zhou X. Associations between alexithymia, parental rearing styles, and frequency of drug use in male methamphetamine dependence patients. BMC Psychiatry 2022; 22:276. [PMID: 35439989 PMCID: PMC9020116 DOI: 10.1186/s12888-022-03897-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Accepted: 03/29/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Alexithymia, which is characterized by difficulty identifying and describing feelings, is a stable personality trait and it has been associated with early life experiences. Methamphetamine dependence patients with high level of alexithymia may be particularly vulnerable to engaging in more frequent methamphetamine use. Therefore, we aimed to evaluate whether alexithymia was associated with frequency of methamphetamine use. Additionally, the current study sought to examine early-life factors associated with the development of alexithymia, i.e., parental rearing styles. METHOD Participants were 108 non-injecting methamphetamine dependent patients from a male compulsory detoxification center. The level of alexithymia was assessed by Toronto Alexithymia Scale-20(TAS-20). In addition, we applied Egna Minneu av. Bardndosnauppforstran (EMBU) to assess the parental rearing styles, including the dimensions of warmth, rejection, punishment/strictness, overinvolvement, overprotection, and favoring. RESULTS The total score of TAS-20 was positively correlated with frequency of methamphetamine use (r = 0.26, p < 0.01). Specifically, except for externally oriented thinking, difficulty identifying feelings (r = 0.23, p < 0.05) and difficulty describing feelings (r = 0.25, p < 0.05) were positively correlated with frequency of methamphetamine use. Multiple linear regression showed that more maternal rejection (B = 0.59, p = 0.002), or less maternal warmth (B = -0.22, p = 0.004) was associated with higher levels of alexithymia. Ordinal logistic regression showed that for every 1 score increase in the total score of TAS-20, there was a 1.06 times risk of a one level increase in the level of methamphetamine use frequency (OR = 1.06, p = 0.01). CONCLUSIONS These results have major implications for understanding the role of alexithymia in craving and addiction, while providing a further and explicit entry point for addiction treatment. Moreover, more attention should be focused on parenting in relation to early experiences.
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Affiliation(s)
- Cui Huang
- grid.186775.a0000 0000 9490 772XSchool of Mental Health and Psychological Sciences, Anhui Medical University, 69 Meishan Road, Hefei, 230032 Anhui Province China ,grid.459419.4Department of Psychiatry, Chaohu Hospital of Anhui Medical University, 64 North Chaohu Road, Chaohu City, Hefei, 238000 China ,Anhui Psychiatric Center, 64 North Chaohu Road, Anhui Medical University, Hefei, 238000 China
| | - Qiuyu Yuan
- grid.186775.a0000 0000 9490 772XSchool of Mental Health and Psychological Sciences, Anhui Medical University, 69 Meishan Road, Hefei, 230032 Anhui Province China ,grid.459419.4Department of Psychiatry, Chaohu Hospital of Anhui Medical University, 64 North Chaohu Road, Chaohu City, Hefei, 238000 China ,Anhui Psychiatric Center, 64 North Chaohu Road, Anhui Medical University, Hefei, 238000 China
| | - Shengya Shi
- grid.186775.a0000 0000 9490 772XSchool of Mental Health and Psychological Sciences, Anhui Medical University, 69 Meishan Road, Hefei, 230032 Anhui Province China ,grid.459419.4Department of Psychiatry, Chaohu Hospital of Anhui Medical University, 64 North Chaohu Road, Chaohu City, Hefei, 238000 China ,Anhui Psychiatric Center, 64 North Chaohu Road, Anhui Medical University, Hefei, 238000 China
| | - Menglin Ge
- grid.186775.a0000 0000 9490 772XSchool of Mental Health and Psychological Sciences, Anhui Medical University, 69 Meishan Road, Hefei, 230032 Anhui Province China ,grid.459419.4Department of Psychiatry, Chaohu Hospital of Anhui Medical University, 64 North Chaohu Road, Chaohu City, Hefei, 238000 China ,Anhui Psychiatric Center, 64 North Chaohu Road, Anhui Medical University, Hefei, 238000 China
| | - Xuanlian Sheng
- grid.186775.a0000 0000 9490 772XSchool of Mental Health and Psychological Sciences, Anhui Medical University, 69 Meishan Road, Hefei, 230032 Anhui Province China ,grid.459419.4Department of Psychiatry, Chaohu Hospital of Anhui Medical University, 64 North Chaohu Road, Chaohu City, Hefei, 238000 China ,Anhui Psychiatric Center, 64 North Chaohu Road, Anhui Medical University, Hefei, 238000 China
| | - Meng Yang
- grid.186775.a0000 0000 9490 772XSchool of Mental Health and Psychological Sciences, Anhui Medical University, 69 Meishan Road, Hefei, 230032 Anhui Province China ,grid.459419.4Department of Psychiatry, Chaohu Hospital of Anhui Medical University, 64 North Chaohu Road, Chaohu City, Hefei, 238000 China ,Anhui Psychiatric Center, 64 North Chaohu Road, Anhui Medical University, Hefei, 238000 China
| | - Ling Zhang
- grid.186775.a0000 0000 9490 772XSchool of Mental Health and Psychological Sciences, Anhui Medical University, 69 Meishan Road, Hefei, 230032 Anhui Province China ,grid.459419.4Department of Psychiatry, Chaohu Hospital of Anhui Medical University, 64 North Chaohu Road, Chaohu City, Hefei, 238000 China ,Anhui Psychiatric Center, 64 North Chaohu Road, Anhui Medical University, Hefei, 238000 China
| | - Lei Wang
- grid.186775.a0000 0000 9490 772XSchool of Mental Health and Psychological Sciences, Anhui Medical University, 69 Meishan Road, Hefei, 230032 Anhui Province China ,grid.459419.4Department of Psychiatry, Chaohu Hospital of Anhui Medical University, 64 North Chaohu Road, Chaohu City, Hefei, 238000 China ,Anhui Psychiatric Center, 64 North Chaohu Road, Anhui Medical University, Hefei, 238000 China
| | - Kai Zhang
- School of Mental Health and Psychological Sciences, Anhui Medical University, 69 Meishan Road, Hefei, 230032, Anhui Province, China. .,Department of Psychiatry, Chaohu Hospital of Anhui Medical University, 64 North Chaohu Road, Chaohu City, Hefei, 238000, China. .,Anhui Psychiatric Center, 64 North Chaohu Road, Anhui Medical University, Hefei, 238000, China.
| | - Xiaoqin Zhou
- School of Mental Health and Psychological Sciences, Anhui Medical University, 69 Meishan Road, Hefei, 230032, Anhui Province, China. .,Department of Psychiatry, Chaohu Hospital of Anhui Medical University, 64 North Chaohu Road, Chaohu City, Hefei, 238000, China. .,Anhui Psychiatric Center, 64 North Chaohu Road, Anhui Medical University, Hefei, 238000, China.
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Perkins JM, Kakuhikire B, Baguma C, Meadows M, Evans CQ, Jurinsky J, Rasmussen JD, Satinsky EN, Ayebare P, Kyokunda V, Juliet M, Bangsberg DR, Tsai AC. Perceived and misperceived norms about khat and/or cannabis use among adults in southwest Uganda. THE INTERNATIONAL JOURNAL OF DRUG POLICY 2022; 101:103527. [PMID: 34890907 PMCID: PMC9272912 DOI: 10.1016/j.drugpo.2021.103527] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 10/31/2021] [Accepted: 11/01/2021] [Indexed: 11/19/2022]
Abstract
BACKGROUND Studies from high-income contexts have found evidence that norms about substance use are misperceived. The accuracy of perceived norms about khat and cannabis use in Uganda have not previously been described. METHODS We conducted a population-based study targeting all resident adults across eight villages in southwestern Uganda. Personal khat and/or cannabis use frequency was based on self-report. We measured perceived norms about substance use by eliciting individuals' perceptions about how often most other adult men and most other adult women in their villages used these substances. We compared perceived norms to aggregated village rates of use to assess the extent to which norms were misperceived. We used multivariable Poisson regression to estimate correlates of misperceived norms. RESULTS Among 1626 participants (91% response rate), only 29 men (4%) and 9 women (1%) reported any lifetime use of khat and/or cannabis. However, 695 participants (43%) did not think lifetime abstinence was the norm among men in their villages, and 256 participants (16%) did not think lifetime abstinence was the norm among women. Moreover, 219 participants (13%) incorrectly believed most men in their village regularly used khat and/or cannabis (≥4 times per week). Misperceived norms were present across subgroups and were correlated with larger social networks, symptoms of depression, loneliness, and younger age. CONCLUSION In this study of all adults across 8 villages in rural Uganda, many participants misperceived norms about khat and/or cannabis use. Providing accurate information about prevailing norms in the local population may help prevent initiation of khat and/or cannabis use among adults in this context.
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Affiliation(s)
- Jessica M Perkins
- Peabody College, Vanderbilt University, 230 Appleton Place, Nashville, TN 37203, USA; Vanderbilt Institute of Global Health, 2525 West End Avenue, Nashville, TN 37203, USA.
| | - Bernard Kakuhikire
- Mbarara University of Science and Technology, P.O BOX 1410, Mbarara, Uganda
| | - Charles Baguma
- Mbarara University of Science and Technology, P.O BOX 1410, Mbarara, Uganda
| | - Meredith Meadows
- Peabody College, Vanderbilt University, 230 Appleton Place, Nashville, TN 37203, USA
| | - Claire Q Evans
- Peabody College, Vanderbilt University, 230 Appleton Place, Nashville, TN 37203, USA
| | - Jordan Jurinsky
- Peabody College, Vanderbilt University, 230 Appleton Place, Nashville, TN 37203, USA
| | | | - Emily N Satinsky
- Center for Global Health, Massachusetts General Hospital, 125 Nashua St, Boston, MA 02114, USA
| | - Patience Ayebare
- Mbarara University of Science and Technology, P.O BOX 1410, Mbarara, Uganda
| | - Viola Kyokunda
- Mbarara University of Science and Technology, P.O BOX 1410, Mbarara, Uganda
| | - Mercy Juliet
- Mbarara University of Science and Technology, P.O BOX 1410, Mbarara, Uganda
| | - David R Bangsberg
- Mbarara University of Science and Technology, P.O BOX 1410, Mbarara, Uganda; Oregon Health & Science University-Portland State University School of Public Health, 1880 SW 6th Ave, Portland, OR 97201, USA
| | - Alexander C Tsai
- Mbarara University of Science and Technology, P.O BOX 1410, Mbarara, Uganda; Center for Global Health, Massachusetts General Hospital, 125 Nashua St, Boston, MA 02114, USA; Harvard Medical School, 25 Shattuck St, Boston, MA 02115, USA; Mongan Institute, Massachusetts General Hospital, 100 Cambridge St Suite 1600, Boston, MA 02114, USA
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7
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Antuori A, Montoya V, Piñeyro D, Sumoy L, Joy J, Krajden M, González-Gómez S, Folch C, Casabona J, Matas L, Colom J, Saludes V, Martró E. Characterization of Acute HCV Infection and Transmission Networks in People Who Currently Inject Drugs in Catalonia: Usefulness of Dried Blood Spots. Hepatology 2021; 74:591-606. [PMID: 33609288 DOI: 10.1002/hep.31757] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 01/13/2021] [Accepted: 01/20/2021] [Indexed: 12/27/2022]
Abstract
BACKGROUND AND AIMS Accurate identification of recent HCV infections is critical for tracing the extent and mechanisms of ongoing transmission. We aimed to validate dried blood spot (DBS) samples for the assessment of Hepatitis C virus (HCV) genetic diversity and to determine epidemiological parameters including incidence, determinants of acute infection, and phylogenetic clustering in people who inject drugs (PWID). APPROACH AND RESULTS HCV nonstructural protein 5B next-generation sequencing was performed from plasma and/or DBS in 220 viremic PWID from the HepCdetect II study. No significant differences were found in consensus sequences or Shannon entropy (SE) intrahost diversity estimate between paired plasma/DBS specimens. SE values were used to identify acute infections with 93.3% sensitivity (95% CI, 0.81-1.06) and 95.0% specificity (95% CI, 0.88-1.02) in a set of well-defined controls. An acute HCV infection (either primary infection or reinfection) was detected in 13.5% of viremic participants and was associated with age ≤30 years (OR, 8.09), injecting less than daily (OR, 4.35), ≤5 years of injected drug use (OR, 3.43), sharing cocaine snorting straws (OR, 2.89), and being unaware of their HCV status (OR, 3.62). Annualized HCV incidence was estimated between 31 and 59/100 person-years. On phylogenetic analysis, 46.8% of viremic cases were part of a transmission pair or cluster; age ≤30 years (OR, 6.16), acute infection (OR, 5.73), and infection with subtype 1a (OR, 4.78) were independently associated with this condition. CONCLUSIONS The results obtained from plasma and DBS characterize PWID with acute infection and those involved in ongoing HCV transmission and allow estimating incidence from cross-sectional data. This information is critical for the design and assessment of targeted harm reduction programs and test-and-treat interventions and to facilitate monitoring of HCV elimination in this key population.
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Affiliation(s)
- Adrián Antuori
- Microbiology DepartmentLaboratori Clínic Metropolitana NordHospital Universitari Germans Trias i PujolInstitut d'Investigació en Ciències de la Salut Germans Trias i PujolBadalonaSpain
- Genetics and Microbiology DepartmentUniversitat Autònoma de BarcelonaBellaterraSpain
| | | | - David Piñeyro
- High Content Genomics & Bioinformatics UnitInstitut d'Investigació en Ciències de la Salut Germans Trias i PujolProgram of Predictive and Personalized Medicine of CancerBadalonaSpain
| | - Lauro Sumoy
- High Content Genomics & Bioinformatics UnitInstitut d'Investigació en Ciències de la Salut Germans Trias i PujolProgram of Predictive and Personalized Medicine of CancerBadalonaSpain
| | - Jeffrey Joy
- BC Centre for Excellence in HIVVancouverBCCanada
- Department of MedicineUniversity of British ColumbiaVancouverBCCanada
| | - Mel Krajden
- Public Health LaboratoryHepatitis-Clinical Prevention Services British Columbia Centre for Disease ControlVancouverBCCanada
| | - Sara González-Gómez
- Microbiology DepartmentLaboratori Clínic Metropolitana NordHospital Universitari Germans Trias i PujolInstitut d'Investigació en Ciències de la Salut Germans Trias i PujolBadalonaSpain
| | - Cinta Folch
- Centre for Epidemiological Studies on Sexually Transmitted Infections and HIV/AIDS of CataloniaPublic Health Agency of CataloniaBadalonaSpain
- Group 27Biomedical Research Networking Centre in Epidemiology and Public HealthInstituto de Salud Carlos IIIMadridSpain
| | - Jordi Casabona
- Centre for Epidemiological Studies on Sexually Transmitted Infections and HIV/AIDS of CataloniaPublic Health Agency of CataloniaBadalonaSpain
- Group 27Biomedical Research Networking Centre in Epidemiology and Public HealthInstituto de Salud Carlos IIIMadridSpain
| | - Lurdes Matas
- Microbiology DepartmentLaboratori Clínic Metropolitana NordHospital Universitari Germans Trias i PujolInstitut d'Investigació en Ciències de la Salut Germans Trias i PujolBadalonaSpain
- Genetics and Microbiology DepartmentUniversitat Autònoma de BarcelonaBellaterraSpain
- Group 27Biomedical Research Networking Centre in Epidemiology and Public HealthInstituto de Salud Carlos IIIMadridSpain
| | - Joan Colom
- Programme for Prevention, Control and Treatment of HIVSTIs and Viral HepatitisPublic Health Agency of CataloniaBarcelonaSpain
| | - Verónica Saludes
- Microbiology DepartmentLaboratori Clínic Metropolitana NordHospital Universitari Germans Trias i PujolInstitut d'Investigació en Ciències de la Salut Germans Trias i PujolBadalonaSpain
- Genetics and Microbiology DepartmentUniversitat Autònoma de BarcelonaBellaterraSpain
- Group 27Biomedical Research Networking Centre in Epidemiology and Public HealthInstituto de Salud Carlos IIIMadridSpain
| | - Elisa Martró
- Microbiology DepartmentLaboratori Clínic Metropolitana NordHospital Universitari Germans Trias i PujolInstitut d'Investigació en Ciències de la Salut Germans Trias i PujolBadalonaSpain
- Genetics and Microbiology DepartmentUniversitat Autònoma de BarcelonaBellaterraSpain
- Group 27Biomedical Research Networking Centre in Epidemiology and Public HealthInstituto de Salud Carlos IIIMadridSpain
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Huang C, Yuan Q, Zhang L, Wang L, Cui S, Zhang K, Zhou X. Associations Between Childhood Trauma and the Age of First-Time Drug Use in Methamphetamine-Dependent Patients. Front Psychiatry 2021; 12:658205. [PMID: 33868060 PMCID: PMC8044866 DOI: 10.3389/fpsyt.2021.658205] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 03/03/2021] [Indexed: 01/03/2023] Open
Abstract
Childhood trauma is related to substance use disorder; however, few studies have examined the relationship between childhood trauma and the age at which the drug was first used. The aim of this study was to investigate the relationship between childhood trauma and the age of first-time drug use among methamphetamine-dependent patients. Moreover, we analyzed the characteristics of adverse family environment associated with severe childhood trauma and the risk factors for starting drugs in minors. A baseline interview was conducted with 110 participants who were in detoxification, including demographic information, past substance use, and age of first-time drug use. The participants' childhood trauma experience before 18 years of age was evaluated using the simplified version of the Childhood Trauma Questionnaire (CTQ-SF). The Chinese version of the Family Environment Scale (FES-CV) was used to assess the family environment of methamphetamine-dependent patients. Among 110 non-injecting methamphetamine-dependent patients, nearly half (n = 48, 43.6%) had moderate and severe childhood trauma. Correlation analysis showed that the age of first-time drug use negatively correlated with emotional abuse (r = -0.32, p < 0.01) and physical abuse (r = -0.27, p < 0.01). The age of first-time drug use negatively correlated with conflict (r = -0.20, p < 0.05) and independence (r = -0.22, p < 0.05) of family environment, but positively correlated with intellectual-cultural orientation (r = 0.28, p < 0.01). Additionally, childhood trauma factors significantly correlated with many indexes of family environment, especially cohesion (r = -0.45, p < 0.01), conflict (r = 0.49, p < 0.01), and independence (r = 0.33, p < 0.01). Additionally, the regression model showed that when emotional abuse increased by one point, the age of first-time drug use was 0.69 years earlier. These findings suggest that a detrimental family environment can aggravate childhood trauma, and the experience of childhood emotional or physical abuse may be an effective predictor of early drug use among methamphetamine-dependent patients.
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Affiliation(s)
- Cui Huang
- Chaohu Hospital, Anhui Medical University, Hefei, China.,School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China.,Anhui Psychiatric Center, Anhui Medical University, Hefei, China
| | - Qiuyu Yuan
- Chaohu Hospital, Anhui Medical University, Hefei, China.,School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China.,Anhui Psychiatric Center, Anhui Medical University, Hefei, China
| | - Ling Zhang
- Chaohu Hospital, Anhui Medical University, Hefei, China.,School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China.,Anhui Psychiatric Center, Anhui Medical University, Hefei, China
| | - Lei Wang
- Chaohu Hospital, Anhui Medical University, Hefei, China.,School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China.,Anhui Psychiatric Center, Anhui Medical University, Hefei, China
| | - Shu Cui
- Chaohu Hospital, Anhui Medical University, Hefei, China.,School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China.,Anhui Psychiatric Center, Anhui Medical University, Hefei, China
| | - Kai Zhang
- Chaohu Hospital, Anhui Medical University, Hefei, China.,School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China.,Anhui Psychiatric Center, Anhui Medical University, Hefei, China
| | - Xiaoqin Zhou
- Chaohu Hospital, Anhui Medical University, Hefei, China.,School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, China.,Anhui Psychiatric Center, Anhui Medical University, Hefei, China
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