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1.
Emerg Infect Dis ; 30(7): 1493-1495, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38916864

ABSTRACT

To determine antimicrobial susceptibility of Neisseria gonorrhoeae, we analyzed phenotypes and genomes of 72 isolates collected in Cambodia in 2023. Of those, 9/72 (12.5%) were extensively drug resistant, a 3-fold increase from 2022. Genomic analysis confirmed expansion of newly emerging resistant clones and ongoing resistance emergence across new phylogenetic backbones.


Subject(s)
Anti-Bacterial Agents , Gonorrhea , Microbial Sensitivity Tests , Neisseria gonorrhoeae , World Health Organization , Neisseria gonorrhoeae/drug effects , Neisseria gonorrhoeae/genetics , Cambodia/epidemiology , Humans , Gonorrhea/microbiology , Gonorrhea/epidemiology , Gonorrhea/drug therapy , Anti-Bacterial Agents/pharmacology , Drug Resistance, Bacterial , Phylogeny , Male , Female , Adult
2.
AIDS Care ; 36(sup1): 109-116, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38319897

ABSTRACT

The HIV epidemics in Cambodia is concentrated in key populations (KPs). Pre-exposure prophylaxis (PrEP) has been officially approved in the country since 2019. However, its use may still be controversial after a PrEP clinical trial was interrupted in Cambodia after being deemed unethical in 2004. In this context, it was necessary to evaluate PrEP acceptability and administration preferences of KPs in Cambodia, with a view to increasing roll-out and uptake. We conducted a qualitative study in 2022 comprising six focus groups and four semi-structured individual interviews with transgender women, men who have sex with men, male entertainment workers, venue-based female entertainment workers (FEW), street-based FEW, and PrEP users who participated in a PrEP pilot study that started in 2019. Overall, KPs positively perceived PrEP, with some reservations. They preferred daily, community-based PrEP to event-driven, hospital-based PrEP, and highlighted that injectable PrEP would be a potential option if it became available in Cambodia. We recommend (i) proposing different PrEP regimens and PrEP delivery-models to broaden PrEP acceptability and adherence in Cambodia (ii) increasing the number of community-based organisations and improving the services they offer, (iii) rolling out injectable PrEP when it becomes officially available, and (iv) improving PrEP side effects information.


Subject(s)
Focus Groups , HIV Infections , Patient Acceptance of Health Care , Pre-Exposure Prophylaxis , Qualitative Research , Humans , Cambodia , Pre-Exposure Prophylaxis/methods , Female , Male , HIV Infections/prevention & control , Adult , Patient Acceptance of Health Care/statistics & numerical data , Transgender Persons/psychology , Anti-HIV Agents/therapeutic use , Middle Aged , Young Adult , Sexual and Gender Minorities , Homosexuality, Male/psychology , Pilot Projects , Interviews as Topic
3.
J Infect Dis ; 228(10): 1347-1351, 2023 11 11.
Article in English | MEDLINE | ID: mdl-37002831

ABSTRACT

We compared characteristics of HIV diagnosis and recent HIV infection (ie, likely acquired within the last year) in Cambodia. We included individuals ≥ 15 years old accessing HIV testing. From August 2020 to August 2022, 53 031 people were tested for HIV, 6868 were newly diagnosed, and 192 were recently infected. We found differences in geographical burden and risk behaviors with diagnosis and recency (eg, men who have sex with men, transgender women, and entertainment workers had a nearly 2-fold increased odds of testing positive for recent infection compared to being diagnosed with HIV). Recent infection surveillance may provide unique insights into ongoing HIV acquisition to inform programs.


Subject(s)
HIV Infections , Sexual and Gender Minorities , Transgender Persons , Male , Humans , Female , Adolescent , HIV Infections/diagnosis , HIV Infections/epidemiology , Homosexuality, Male , Cambodia/epidemiology , Mass Screening
4.
PLOS Glob Public Health ; 4(2): e0002940, 2024.
Article in English | MEDLINE | ID: mdl-38349909

ABSTRACT

Several COVID-19 antigen rapid diagnostic tests have been approved in Cambodia, but no evidence exists about the access to and utilization of these tests. This limits public health interventions to increase testing, especially among vulnerable populations such as people living with HIV (PLWH). We conducted a mixed method study among PLWH in Phnom Penh, Cambodia, between July and August 2022 to understand their current Ag-RDT access and utilization levels, as well as key barriers and drivers. We undertook a cross-sectional survey and focus group discussions among 280 and 10 PLWH, respectively, from five HIV treatment centres using a probability-proportional-to-size and simple random sampling approach. Access was defined as having received a COVID-19 Ag-RDT within the six months and utilization as having administered a COVID-19 Ag-RDT, either to oneself or to others, within the 12 months prior to the study. We calculated means, standard deviations and proportions for continuous and categorical variables, using a linear regression model with random effects to account for clustering. Additionally, we fitted a logistic model with random effects to assess factors associated with Ag-RDT access. For the qualitative data, we used thematic analyses to identify barriers/enablers of Ag-RDT access and utilization. About 35% (n = 101) of PLWH reported having had access to an Ag-RDT test in the past six months. About 11% (n = 32) of the study participants administered the Ag-RDT to themselves, 4% (n = 10) to others and 9% (n = 24) have done both, in the past 12 months. Age and education appeared to be associated with Ag-RDT access in the logistic models. Price and advice from pharmacists were commonly reported to be the main selection criteria for the brand of Ag-RDT chosen. Ag-RDTs are an important diagnostic tool for COVID-19 among PLWH in Cambodia, but familiarity of use and price could hinder better uptake, access and utilization.

5.
J Int AIDS Soc ; 27(10): e26357, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39397317

ABSTRACT

INTRODUCTION: The South and Southeast Asia region has the second-highest number of people living with HIV globally. Despite progress in reducing HIV incidence and AIDS-related deaths, the region still has a long way to go in achieving the Joint United Nations Programme on HIV and AIDS (UNAIDS) 95-95-95 HIV testing, treatment and viral suppression targets. HIV self-testing (HIVST) is recommended by the World Health Organization as an additional approach to HIV testing. This paper provides a commentary on the implementation status, benefits, barriers and recommendations for HIVST implementation in South and Southeast Asia. Additionally, it presents perspectives from HIV testing service experts from 11 countries in the region to put forth recommendations to accelerate the implementation of HIVST in South and Southeast Asia. DISCUSSION: There is uneven progress in national HIVST policy development and implementation across the region. HIVST, as an additional testing approach, can help to enhance testing coverage, frequency and demand for follow-up HIV services among key populations. Key factors influencing the implementation and scale-up of HIVST include the degree of awareness of HIVST among general and key populations, the development and implementation of supportive national HIVST policies and the availability of public funding for HIVST. To address barriers and leverage enablers to HIVST implementation, generating evidence on cost-effectiveness and budget impact, developing multisectoral partnerships for market shaping, promoting differentiated and decentralized delivery models, and optimizing linkage to further testing and care are recommended. CONCLUSIONS: It is crucial to accelerate the implementation and scale-up of HIVST to differentiate and decentralize the delivery of HIV testing services in South and Southeast Asian countries. Sharing experiences among country experts is vital to foster the adoption of best practices and facilitate the trial-and-error process of HIVST implementation. Such collaborative approaches can help South and Southeast Asian countries attain the UNAIDS 95-95-95 targets, especially the first 95 on HIV diagnosis, and play a significant role in ending the global AIDS epidemic.


Subject(s)
HIV Infections , Self-Testing , Humans , HIV Infections/diagnosis , HIV Infections/epidemiology , Asia, Southeastern/epidemiology , United Nations , HIV Testing/methods
6.
Article in English | MEDLINE | ID: mdl-37047863

ABSTRACT

We examined the impact of COVID-19-associated restrictive measures on the HIV care system in Cambodia through a complexity lens and aimed to use the findings to integrate social and relational processes into the design and implementation of proposed solutions that could support program outcomes during these times. Through a mixed-method design, we generated data on the strength of connection and quality of relationships between stakeholders and how this, in turn, provided a more holistic understanding of the challenges experienced during a pandemic. We interviewed 43 HIV care providers and 13 patients from eight HIV clinics and 13 policy-level stakeholders from relevant institutions involved in HIV care from April to May 2021. We identified several challenges, as well as an opportunity to improve HIV care access that built upon a strong foundation of trust between the HIV care providers and receivers in Cambodia. Trusting relationships between providers and patients provided the basis for intervention development aiming to improve the care experience and patients' engagement in care. Iterative research processes could better inform the intervention, and communication resources provided through relational skills training are key to their application and sustainability.


Subject(s)
COVID-19 , HIV Infections , Humans , Cambodia , COVID-19/epidemiology , HIV Infections/therapy
7.
BMJ Open ; 13(1): e063261, 2023 01 10.
Article in English | MEDLINE | ID: mdl-36627153

ABSTRACT

OBJECTIVES: We aimed to describe the challenges and outcomes of implementing a national syphilis follow-up system to improve syphilis management in maternal and child health (MCH) services in Cambodia. DESIGN: Operational study; quantitative cohort data and cross sectional qualitative data. SETTING: Public health facilities at national level and in four provinces with high syphilis prevalence in Cambodia. PARTICIPANTS: Pregnant women screened for syphilis; MCH health care providers and managers. METHODS: We conducted an operational research using syphilis screening and treatment data collected from a national follow-up system (cohort data) and reported in the health management information system (HMIS) between 2019 and 2020. We also conducted indepth interviews with 16 pregnant women and focus group discussions with 37 healthcare providers and managers. Descriptive statistics and thematic content analysis were used. OUTCOME MEASURES: Syphilis testing and treatment results and perceptions regarding these services. RESULTS: A total of 470 pregnant women who tested positive in rapid syphilis testing were recorded in the national syphilis follow-up system in 2019-2020. Of these, 71% (332 of 470) received a rapid plasma reagin (RPR) test and 95% (n=315) tested positive; 78% (246 of 315) received any syphilis treatment and only 28% (88 of 315) were treated adequately with benzathine penicillin G (BPG). Data from four provinces with high syphilis prevalence (more closely monitored) showed higher testing and treatment rates than at the national level. HMIS aggregated data reported a higher number of pregnant women screened and treated for syphilis than the follow-up system during the same period. Barriers to syphilis testing and treatment included late antenatal care, long distance to RPR testing and treatment, partners' lack of support to reach the health facility, BPG stockout and poor adherence to oral treatment in the absence of BPG. Providers and managers reported a lack of communication across services, insufficient skills to treat infants and absence of clear guidance regarding the revised follow-up system. Study findings contributed to changes in operating procedures nationwide to facilitate access to syphilis testing and adequate treatment and a systematic follow-up of pregnant women and exposed infants. CONCLUSIONS: Study results contributed to informing improvements to syphilis management in MCH services in Cambodia.


Subject(s)
Pregnancy Complications, Infectious , Syphilis, Congenital , Syphilis , Child , Pregnancy , Female , Humans , Syphilis/diagnosis , Syphilis/drug therapy , Syphilis/epidemiology , Syphilis, Congenital/epidemiology , Syphilis, Congenital/prevention & control , Pregnancy Complications, Infectious/diagnosis , Pregnancy Complications, Infectious/drug therapy , Pregnancy Complications, Infectious/epidemiology , Prenatal Care/methods , Follow-Up Studies , Cambodia/epidemiology , Cross-Sectional Studies , Penicillin G Benzathine/therapeutic use
8.
JMIR Res Protoc ; 12: e48923, 2023 Jun 29.
Article in English | MEDLINE | ID: mdl-37384390

ABSTRACT

BACKGROUND: The prevalence of smoking remains high in many low- and middle-income countries (LMICs), including the Southeast Asian nation of Cambodia. Smoking is especially hazardous for people with HIV. In Cambodia, approximately 43%-65% of men with HIV and 3%-5% of women with HIV smoke cigarettes. Thus, there is a critical need for cost-effective smoking cessation interventions for Cambodian people with HIV. This paper describes the design, methods, and data analysis plans for a randomized controlled trial assessing the efficacy of a theory-based mobile health smoking cessation intervention in Cambodian people with HIV. OBJECTIVE: This 2-group randomized controlled trial compares the efficacy of a mobile health-based automated messaging (AM) intervention versus standard care (SC) in facilitating smoking cessation among Cambodian people with HIV. METHODS: Cambodian people with HIV who currently smoke and are receiving antiretroviral treatment (target, N=800) will be randomized to (1) SC or (2) the AM intervention. SC participants will receive brief advice to quit smoking, written self-help materials, nicotine patches, and will complete weekly app-delivered dietary assessments for 26 weeks. AM participants will receive all SC components (but will complete smoking-related weekly assessments instead of dietary assessments), in addition to a fully automated tailored messaging program driven by the weekly assessments to facilitate smoking cessation. In the Phase-Based Model of smoking cessation, the cessation process is partitioned into 4 phases: motivation, preparation (precessation), cessation (quit date to 2 weeks post quit), and maintenance (up to 6 months post quit). Our AM program targets processes within these phases, including increasing motivation to quit, enhancing self-efficacy, obtaining social support, skills to cope with nicotine withdrawal symptoms and stress, and skills to maintain abstinence. All participants will complete baseline and 3-, 6-, and 12-month in-person follow-up assessments. The primary outcome is biochemically confirmed abstinence at 12 months, with 3- and 6-month abstinence as secondary outcomes. Potential mediators and moderators underlying treatment effects will be explored, and cost-effectiveness will be assessed. RESULTS: This study was approved by all relevant domestic and international institutional and ethical review boards. Participant recruitment commenced in January 2023. Data collection is expected to conclude by the end of 2025. CONCLUSIONS: By demonstrating the greater efficacy and cost-effectiveness of AM relative to SC, this study has the potential to transform HIV care in Cambodia and prevent tobacco-related diseases. Furthermore, it may be adapted for use in other Cambodian populations and in other low- and middle-income countries. Ultimately, the AM approach to smoking cessation could greatly improve public health in the developing world and beyond. TRIAL REGISTRATION: ClinicalTrials.gov NCT05746442; https://clinicaltrials.gov/ct2/show/NCT05746442. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/48923.

9.
Glob Health Sci Pract ; 10(3)2022 06 29.
Article in English | MEDLINE | ID: mdl-36332061

ABSTRACT

BACKGROUND: HIV self-testing (HIVST) is recommended by the World Health Organization, but implementation remains limited. This cross-sectional study evaluated HIVST uptake among female entertainment workers (EWs), men who have sex with men (MSM), and transgender women in Phnom Penh, Cambodia, to inform national implementation. METHODS: Between December 2018 and September 2019, individuals reached through community outreach or via online advertising were offered HIVST or referrals to facility-based testing. Participants opting for HIVST could choose between test kits employing oral-fluid or finger-prick-based sample collection; and between an "assisted" option in which outreach staff offered instructions and assistance and an "unassisted" option in which participants received a kit with instructions for use. A structured questionnaire was administered to facilitate descriptive statistics and tests for associations between participant characteristics and HIV testing preferences and outcomes. RESULTS: Among 1,241 eligible individuals; 1,210 (97.5%) provided responses for analysis. Of these, 1,203 (99.4%) were recruited through outreach; 7 (0.6%) through online advertising. Among those recruited by outreach, 1,186 (98.6%) opted for assisted HIVST, and 1,065 (88.5%) opted for oral-fluid versus finger-prick testing. All individuals recruited through online advertisements opted for unassisted oral-fluid testing. Among all participants, 455 (37.6%) were MSM, 325 (26.9%) were transgender women, 430 (35.5%) were female EWs, and overall, 71.7% reported never previously testing for HIV. A total of 84 participants (6.9%) received reactive screening results and 81 (97.5%) were linked to treatment. CONCLUSION: Uptake of HIVST was high, and most participants preferred oral-fluid over finger-prick-based testing. Many individuals (72%) who had never previously accessed HIV testing services participated in HIVST, with high rates of reactivity.


Subject(s)
HIV Infections , Sexual and Gender Minorities , Male , Female , Humans , Self-Testing , Homosexuality, Male , Cross-Sectional Studies , Cambodia , Self Care/methods , HIV Testing , HIV Infections/diagnosis , HIV Infections/prevention & control , Mass Screening/methods
10.
J Int AIDS Soc ; 22(10): e25388, 2019 10.
Article in English | MEDLINE | ID: mdl-31631583

ABSTRACT

INTRODUCTION: Following the introduction of option B+ in 2013, and with the perspective of eliminating mother-to-child transmission of HIV by 2025, Cambodia has implemented an integrated active case management (IACM) approach since 2014 to improve the notification and follow-up of all HIV-infected cases including pregnant women, and to ensure access to and use of the full prevention of mother-to-child transmission (PMTCT) service package by HIV-infected pregnant women and their HIV-exposed infants. This study aimed to analyse PMTCT cascade data in 15 operational districts (ODs) implementing the IACM approach in Cambodia. METHODS: We analysed PMTCT cohort data from 15 ODs implementing IACM approach between 1 January 2014 and 31 December 2016. We measured key indicators along the PMTCT cascade and compared them to available (cross-sectional) PMTCT indicators during the 2011 to 2013 period. RESULTS: During the period 2014 to 2016, among 938 identified HIV-infected pregnant women, 308 (32.8%) were tested HIV positive during their pregnancy, 9 (1.0%) during labour, while the remaining 621 (66.2%) were women on antiretroviral therapy (ART) who became pregnant. During the study period, 867 (92.4%) of the 938 women received ART during pregnancy and labour. Subsequently, 456 (85.6%) of the 533 HEI born and alive during the study period received 6-week antiretroviral (ARV) prophylaxis, 390 (76.6%) and 396 (77.8%) of the 509 infants aged six weeks or older received cotrimoxazole prophylaxis and HIV-DNA PCR test respectively. Among the 396 HEI who received HIV-DNA PCR test, 7 (1.8%) were found HIV positive. The comparison with cross-sectional PMTCT indicator obtained during the previous 2011 to 2013 period in the same 15 ODs, showed a significant increase in ARV uptake among HIV-infected pregnant women (from 72.3% to 92.4%), in cotrimoxazole uptake (from 41.6% to 73.2%), and in HIV-DNA PCR testing coverage among HEI (from 41.2% to 74.3%). CONCLUSIONS: The implementation of option B+ and IACM may have contributed to the improvement of the PMTCT cascade in Cambodia. However, some gaps in accessing PMTCT services along the HIV cascade persist and need to be addressed.


Subject(s)
Case Management , HIV Infections/prevention & control , Infectious Disease Transmission, Vertical/prevention & control , Pregnancy Complications, Infectious , Adolescent , Adult , Anti-HIV Agents/therapeutic use , Cambodia , Cohort Studies , Cross-Sectional Studies , Delivery of Health Care , Female , HIV Infections/drug therapy , HIV Infections/transmission , Humans , Infant , Infant, Newborn , Middle Aged , Pregnancy , Pregnancy Complications, Infectious/drug therapy , Trimethoprim, Sulfamethoxazole Drug Combination/therapeutic use , Young Adult
12.
J Acquir Immune Defic Syndr ; 69(2): e66-73, 2015 Jun 01.
Article in English | MEDLINE | ID: mdl-26009837

ABSTRACT

INTRODUCTION: In Cambodia, the Linked Response (LR) approach for strengthening linkages between HIV and reproductive health services, especially for the prevention of mother-to-child transmission of HIV (PMTCT), was scaled up in 2009. This article describes the LR scale-up and the concomitant evolution of key PMTCT indicators at the national level. METHODS: A descriptive analysis of routine LR, PMTCT programme data, and national laboratory data from 2008 to 2012 was conducted. RESULTS: LR data show that between 2008 and 2012, the number of LR/PMTCT sites increased from 67 to 956 (of 1004) public health facilities to cover 74 (of 77) operational districts. In LR operational districts, the number of pregnant women (PW) tested for HIV increased from 41,800 in 2009 to 269,935 [of whom 375 (0.14%) were newly tested positive for HIV] in 2012; the number of PW living with HIV and exposed infants receiving antiretrovirals increased from 49 and 44 in 2009 to 720 and 551 in 2012, respectively. Concomitantly, national PMTCT programme data showed that the percent of PW tested for HIV increased from 34.4% (117,832 of 342,929 estimated PW) in 2008 to 86.1% (324,996 of 377,340) in 2012. In 2012, 65.3% (862 of 1321) of estimated HIV-positive PW and 72.7% (960 of 1321) of exposed infants received antiretrovirals. By 6-8 weeks postpartum, 7.4% (8 of 108) and 1.5% (6 of 409) of DNA-polymerase chain reaction tested positive in 2008 and in 2012, respectively. CONCLUSIONS: The LR approach provided a model, which catalyzed increased access of PW to HIV testing and treatment, thereby contributing to the scale-up of PMTCT service provision and improved coverage in Cambodia.


Subject(s)
HIV Infections/prevention & control , Infectious Disease Transmission, Vertical/prevention & control , Pregnancy Complications, Infectious/drug therapy , Pregnancy Complications, Infectious/virology , Public Health Administration/methods , Cambodia , Cross-Sectional Studies , Female , Humans , Infant , Infant, Newborn , Pregnancy
13.
AIDS Res Treat ; 2013: 504792, 2013.
Article in English | MEDLINE | ID: mdl-23424679

ABSTRACT

A qualitative assessment was made of service provider and user perceptions of the quality of integrated reproductive health services established through a pilot intervention in Cambodia. The intervention aimed to promote pregnant women's HIV testing and general utilization of reproductive health facilities as well as improve the follow-up of HIV-positive women and exposed infants through strengthened referral and operational linkages amongst health facilities/services and community-based support interventions for PLHIV. The study was conducted in one operational district where the intervention was piloted and for comparative purposes in a district where integrated services had yet to be implemented. Service providers in the pilot district reported improved collaboration and coordination of services, more effective referral, and the positive impact of improved proximity of HIV testing through integrated local level facilities. Community-based support teams for PLHIV embraced their expanded role, were valued by families receiving their assistance, and were understood to have had an important role in referral, PMTCT follow-up and countering PLHIV stigmatization; findings which underscore the potential role of community support in integrated service provision. Challenges identified included stigmatization of PLHIV by health staff at district hospital level and a lack of confidence amongst non-specialized health staff when managing deliveries by HIV-positive women, partly due to fear of HIV transmission.

14.
J Acquir Immune Defic Syndr ; 57(3): e47-55, 2011 Jul 01.
Article in English | MEDLINE | ID: mdl-21407084

ABSTRACT

OBJECTIVES: To describe the implementation and results of the linked response (LR) in Cambodia after 18 months of follow-up. METHODS: The main objectives of the LR are to increase access to sexually transmitted infection/HIV prevention, testing, care, and treatment and to strengthen existing reproductive health services through increased linkages within and between public health facilities and community-based services. The LR was piloted in Cambodia in 2008, in 2 demonstration projects, covering 5 operational districts. Routine data were collected and analyzed before (2007), during (2008), and after (2009) the implementation of the LR. RESULTS: Overall in the 5 operational districts, the proportion of pregnant women, tested for HIV increased from 6% (1261 of 21,376) in 2007 to 86% (18394 of 21,478) in 2009. Syphilis testing, introduced early 2009, reached similar (85%) coverage as HIV by the end of 2009. Between 2007 and 2009, reproductive indicators also increased: antenatal care coverage (at least 1 visit) from 80% to 100%, public health facility delivery rates from 26% to 46%, and contraceptive prevalence from 24% to 28%. Antiretroviral uptake was high among HIV-positive mothers and exposed infants, 84% and 95% respectively, and 3 of 36 (8%) infants tested so far for HIV were diagnosed positive. However, 6 maternal (HIV-positive women) and 7 child deaths (1 tested positive) occurred during the pregnancy or the 30-week postpartum follow-up period. CONCLUSIONS: Sexually transmitted infection/HIV indicators and follow-up dramatically improved after the LR was implemented. Efforts should be pursued to further improve quality of health care services.


Subject(s)
Delivery of Health Care/statistics & numerical data , HIV Infections/prevention & control , HIV Infections/therapy , Sexually Transmitted Diseases/prevention & control , Sexually Transmitted Diseases/therapy , Anti-Bacterial Agents/therapeutic use , Anti-HIV Agents/therapeutic use , Cambodia/epidemiology , Female , HIV Infections/epidemiology , Humans , Infectious Disease Transmission, Vertical/prevention & control , Maternal-Child Health Centers , Patient Acceptance of Health Care , Pregnancy , Pregnancy Complications, Infectious/drug therapy , Pregnancy Complications, Infectious/epidemiology , Pregnancy Complications, Infectious/prevention & control , Prenatal Care/methods , Sexually Transmitted Diseases/epidemiology , Syphilis/drug therapy , Syphilis/epidemiology
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