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Exten C, Vasilenko SA, Rosenberger JG. How Old Is He Really? The Association Between "Gay Age" and Sexual Behaviors Among Men Who Have Sex With Men. Sex Transm Dis 2023; 50:107-111. [PMID: 36630417 PMCID: PMC10494284 DOI: 10.1097/olq.0000000000001728] [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] [Indexed: 01/12/2023]
Abstract
Background: Men who have sex with men (MSM) are disproportionately impacted by HIV and other sexually transmitted infections (STIs), with sexual behaviors acting as a primary predictor of disease acquisition. Predictors of engagement in specific sexual behaviors may act as key targets for preventive strategies. We hypothesized that time since first engaging in oral or anal sex with another man, or one’s “gay age”, is associated with sexual behavior among MSM. Methods: We examined 5,280 MSM, aged 18–40, who were recruited from social and sexual connection websites. We used modified Poisson regression to examine associations between gay age and four sexual behaviors (enema use, group sex, receptive anal intercourse, insertive anal intercourse). We used time-varying effect models (TVEM) to examine how the prevalence of these behaviors varies across gay age. Results: In total, 76% of participants reported receptive anal intercourse in the past year and 76% reported insertive anal intercourse. Group sex and enema use in the past year were reported by 39% and 36%, respectively. Modified Poisson and TVEM analyses indicated that prevalence of enema use, group sex, and insertive anal intercourse significantly increased with increasing gay age. Conclusions: Gay age may serve as an important marker of engagement in sexual behaviors associated with STI/HIV acquisition among MSM. Time since first engaging in oral or anal sex with another man may act as a marker of engagement in sexual behaviors associated with STI/HIV transmission among MSM.
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Affiliation(s)
- Cara Exten
- From the Ross & Carol Nese College of Nursing, Pennsylvania State University, University Park, PA
| | - Sara A Vasilenko
- Department of Human Development and Family Science, Syracuse University, Syracuse, NY
| | - Joshua G Rosenberger
- Department of Biobehavioral Health, The Pennsylvania State University, University Park, PA
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Matta J, Singh V, Auten T, Sanjel P. Inferred networks, machine learning, and health data. PLoS One 2023; 18:e0280910. [PMID: 36689443 PMCID: PMC9870174 DOI: 10.1371/journal.pone.0280910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 01/09/2023] [Indexed: 01/24/2023] Open
Abstract
This paper presents a network science approach to investigate a health information dataset, the Sexual Acquisition and Transmission of HIV Cooperative Agreement Program (SATHCAP), to uncover hidden relationships that can be used to suggest targeted health interventions. From the data, four key target variables are chosen: HIV status, injecting drug use, homelessness, and insurance status. These target variables are converted to a graph format using four separate graph inference techniques: graphical lasso, Meinshausen Bühlmann (MB), k-Nearest Neighbors (kNN), and correlation thresholding (CT). The graphs are then clustered using four clustering methods: Louvain, Leiden, and NBR-Clust with VAT and integrity. Promising clusters are chosen using internal evaluation measures and are visualized and analyzed to identify marker attributes and key relationships. The kNN and CT inference methods are shown to give useful results when combined with NBR-Clust clustering. Examples of cluster analysis indicate that the methodology produces results that will be relevant to the public health community.
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Affiliation(s)
- John Matta
- Computer Science Department, Southern Illinois University Edwardsville, Edwardsville, Illinois, United States of America
| | - Virender Singh
- Computer Science Department, Southern Illinois University Edwardsville, Edwardsville, Illinois, United States of America
| | - Trevor Auten
- Computer Science Department, Southern Illinois University Edwardsville, Edwardsville, Illinois, United States of America
| | - Prashant Sanjel
- Computer Science Department, Southern Illinois University Edwardsville, Edwardsville, Illinois, United States of America
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Causevic S, Salazar M, Ekström AM, Berglund T, Ingemarsdotter Persson K, Jonsson M, Jonsson J, Strömdahl S. Prevalence and risk factors for transactional sex among Swedish-born and foreign-born MSM in Sweden. BMC Public Health 2022; 22:2412. [PMID: 36550432 PMCID: PMC9774071 DOI: 10.1186/s12889-022-14764-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 11/28/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Little is known about transactional sex (TS) (selling and buying sex) among men who have sex with men (MSM) in Sweden, especially among foreign-born MSM. This study aims to assess the prevalence and risk factors of TS (ever and in the previous five years) among MSM living in Sweden and to determine if there is a difference between Swedish-born MSM and foreign-born MSM. METHODS Swedish data from a multicountry online banner survey (EMIS-2017) was used (n = 4443). Multivariable regression analysis was applied to analyse the data. RESULTS The prevalence of ever-selling sex among all MSM participants was 13.2% and 5.9% in the previous five years. Selling sex ever and in the previous five years was higher among foreign-born MSM (16% and 8.4%, respectively) than Swedish-born MSM (12.7% and 5.4%, respectively). Among all participants, younger age (aOR:3.19, 95% CI:1.57-6.45) and really struggling to live on current income (aOR:3.37, 95% CI:2.29-4.96) increased the odds of selling sex. Being foreign-born MSM (aOR:1.33, 95% CI:1.02-1.73) and having had sex with a woman in the previous 12 months increased the odds of selling sex (aOR:1.44, 95% CI:1.00-2.07). The prevalence of ever buying sex among MSM participants in Sweden was 10.8% and 6.7% in the previous five years, with the same trend among foreign-born MSM (11.6% and 6.9%, respectively) and Swedish-born MSM (10.7% and 6.6%, respectively). Higher education and not having a current partner increased the odds of buying sex. Younger age was protective for buying sex (aOR:0.05, 95% CI:0.02-0.14). Among the foreign-born MSM, the length of stay in Sweden decreased the odds of buying sex (aOR: 0.98, 95% CI: 0.96-0.99). CONCLUSIONS The comparatively high prevalence of TS among MSM participants in Sweden, where buying sex is illegal, with a higher prevalence among foreign-born MSM participants, calls for sexual and reproductive health and rights interventions in this population. Increased attention, including HIV prevention programming and education, should be aimed at younger MSM, MSM struggling with their current income, and foreign-born MSM, as they are more likely to report selling sex.
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Affiliation(s)
- Sara Causevic
- grid.4714.60000 0004 1937 0626Global and Sexual Health (GloSH) Research Group, Department of Global Public Health, Karolinska Institutet, Widerströmska Huset, Tomtebodavägen 18A, 171 77 Stockholm, Sweden
| | - Mariano Salazar
- grid.4714.60000 0004 1937 0626Global and Sexual Health (GloSH) Research Group, Department of Global Public Health, Karolinska Institutet, Widerströmska Huset, Tomtebodavägen 18A, 171 77 Stockholm, Sweden
| | - Anna Mia Ekström
- grid.4714.60000 0004 1937 0626Global and Sexual Health (GloSH) Research Group, Department of Global Public Health, Karolinska Institutet, Widerströmska Huset, Tomtebodavägen 18A, 171 77 Stockholm, Sweden ,Department of Infectious Diseases, South Central Hospital, Stockholm, Sweden
| | - Torsten Berglund
- grid.4714.60000 0004 1937 0626Global and Sexual Health (GloSH) Research Group, Department of Global Public Health, Karolinska Institutet, Widerströmska Huset, Tomtebodavägen 18A, 171 77 Stockholm, Sweden
| | - Kristina Ingemarsdotter Persson
- grid.4714.60000 0004 1937 0626Global and Sexual Health (GloSH) Research Group, Department of Global Public Health, Karolinska Institutet, Widerströmska Huset, Tomtebodavägen 18A, 171 77 Stockholm, Sweden
| | - Mikael Jonsson
- The Swedish Federation for Lesbian, Gay, Bisexual, Transgender and Queer Rights (Riksförbundet För Homosexuellas, Bisexuellas, Transpersoners, Queeras Och Intersexpersoners Rättigheter, RFSL), Stockholm, Sweden
| | - Jonas Jonsson
- The Swedish Federation for Lesbian, Gay, Bisexual, Transgender and Queer Rights (Riksförbundet För Homosexuellas, Bisexuellas, Transpersoners, Queeras Och Intersexpersoners Rättigheter, RFSL), Stockholm, Sweden
| | - Susanne Strömdahl
- grid.4714.60000 0004 1937 0626Global and Sexual Health (GloSH) Research Group, Department of Global Public Health, Karolinska Institutet, Widerströmska Huset, Tomtebodavägen 18A, 171 77 Stockholm, Sweden ,grid.8993.b0000 0004 1936 9457 Department of Medical Sciences, Infectious Medicine, Uppsala University, Uppsala, Sweden
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Abara WE, Kirkcaldy RD, Bernstein KT, Zlotorzynska M, Sanchez T. Acceptability of a Gonococcal Vaccine Among Sexually Active Men Who Have Sex With Men. Sex Transm Dis 2022; 49:76-80. [PMID: 34264906 PMCID: PMC10207945 DOI: 10.1097/olq.0000000000001510] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Prospects for a gonococcal vaccine have advanced. Vaccine acceptability is crucial to maximizing population-level protection among key groups, such as men who have sex with men (MSM). We assessed the prevalence of gonococcal vaccine acceptability among sexually active MSM in the United States. METHODS We used data from the American Men's Internet Study conducted from August 2019 to December 2019. We calculated frequencies of sociodemographic characteristics, vaccine acceptability, and preferred location for vaccine receipt. Using log-binomial regression analyses, we calculated unadjusted prevalence rates (PRs) and 95% confidence intervals (CIs) to evaluate factors associated with vaccine acceptability. RESULTS Of 4951 MSM, 83.5% were willing to accept a vaccine and 16.5% were unwilling. Preferred vaccination locations were primary care provider's clinics (83.5%) and sexually transmitted disease (STD) clinics (64.6%). Vaccine acceptability was greater among young MSM (15-24 years [PR, 1.09; 95% CI, 1.05-1.12], 25-29 years [PR, 1.13; 95% CI, 1.09-1.17], and 30-39 years [PR, 1.10; 95% CI, 1.05-1.14] compared with MSM ≥40 years), MSM living with HIV (PR, 1.05; 95% CI, 1.02-1.09), and MSM who reported (in the past 12 months) condomless anal sex (PR, 1.09; 95% CI, 1.06-1.12), a bacterial STD test (PR, 1.18; 95% CI, 1.15-1.21), HIV preexposure prophylaxis use (PR, 1.17; 95% CI, 1.14-1.19), a bacterial STD diagnosis (PR, 1.04; 95% CI, 1.02-1.07), or a health care provider visit (PR, 1.11; 95% CI, 1.06-1.16). Men who have sex with men who reported ≤high school education (PR, 0.93; 95% CI, 0.91-0.97) were less willing to accept a vaccine compared with those with >high school education. CONCLUSIONS Most respondents were willing to accept a gonococcal vaccine. These findings can inform the planning and implementation of a future gonococcal vaccination program that focuses on MSM.
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Affiliation(s)
- Winston E. Abara
- Division of STD Prevention, Centers for Disease Control and Prevention
| | | | - Kyle T. Bernstein
- Division of STD Prevention, Centers for Disease Control and Prevention
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Vergara-Ortega DN, López-Gatell H, Bautista-Arredondo S, Colchero A, Sosa-Rubí SG, Morales-Vazquez M, Herrera-Ortiz A, Olamendi-Portugal M, García-Cisneros S, Sevilla-Reyes EE, Hernández-Avila M, Sánchez-Alemán MA. Regional disparity of HIV incidence and prevalence among men who have sex with men. BMC Infect Dis 2021; 21:917. [PMID: 34488671 PMCID: PMC8419902 DOI: 10.1186/s12879-021-06582-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Accepted: 08/09/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND HIV incidence can be estimated with cross-sectional studies using clinical, serological, and molecular data. Worldwide, HIV incidence data in only men who have sex with men (MSM) are scarce and principally focus on those with healthcare or under treatment. However, better estimates can be obtained through studies with national representativeness. The objective was to estimate the prevalence, incidence, and factors associated with acquiring HIV in a national sample of MSM who attend meeting places, considering geographical regions. METHODS A nationally representative survey of MSM attending meeting places was performed in Mexico. Participants answered a questionnaire, and a dried blood spot (DBS) was collected. Samples were classified as recent infections using an algorithm with HIV status, antiretroviral therapy, and the result of BED-EIA assay. Parameters were analysed considering regions and demographic and sexual behaviour characteristics. RESULTS The national HIV prevalence was 17.4% with regional differences; the highest prevalence (20.7%) was found in Mexico City, and the lowest prevalence was found in the West region (11.5%). The incidence was 9.4 per 100 p/y, with regional values from 6.2 to 13.2 for the Northeast and the Centre regions, respectively. Age, age at sexual debut, low wealth index, and rewarded sex were associated with HIV prevalence. Centre region, use of private clinics as health services, and having sex exclusively with men were associated with recent HIV infections. CONCLUSIONS The incidence and prevalence showed regional differences, suggesting a difference in the dynamics of HIV transmission; some regions have a greater case accumulation, and others have a greater rate of new infections. Understanding this dynamic will allow developing health programs focused on HIV prevention or treating people already living with HIV.
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Affiliation(s)
- D N Vergara-Ortega
- Centro de Investigación Sobre Enfermedades Infecciosas, Instituto Nacional de Salud Pública, Av. Universidad No.655, Col. Santa María Ahuacatitlán, 62100, Cuernavaca, Morelos, Mexico
| | - H López-Gatell
- Centro de Investigación Sobre Enfermedades Infecciosas, Instituto Nacional de Salud Pública, Av. Universidad No.655, Col. Santa María Ahuacatitlán, 62100, Cuernavaca, Morelos, Mexico
| | - S Bautista-Arredondo
- Centro de Investigación en Sistemas de Salud, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, Mexico
| | - A Colchero
- Centro de Investigación en Sistemas de Salud, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, Mexico
| | - S G Sosa-Rubí
- Centro de Investigación en Sistemas de Salud, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, Mexico
| | - M Morales-Vazquez
- Centro de Investigación en Sistemas de Salud, Instituto Nacional de Salud Pública, Cuernavaca, Morelos, Mexico
| | - A Herrera-Ortiz
- Centro de Investigación Sobre Enfermedades Infecciosas, Instituto Nacional de Salud Pública, Av. Universidad No.655, Col. Santa María Ahuacatitlán, 62100, Cuernavaca, Morelos, Mexico
| | - M Olamendi-Portugal
- Centro de Investigación Sobre Enfermedades Infecciosas, Instituto Nacional de Salud Pública, Av. Universidad No.655, Col. Santa María Ahuacatitlán, 62100, Cuernavaca, Morelos, Mexico
| | - S García-Cisneros
- Centro de Investigación Sobre Enfermedades Infecciosas, Instituto Nacional de Salud Pública, Av. Universidad No.655, Col. Santa María Ahuacatitlán, 62100, Cuernavaca, Morelos, Mexico
| | - E E Sevilla-Reyes
- Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico
| | - M Hernández-Avila
- Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara, Guadalajara, Mexico
| | - M A Sánchez-Alemán
- Centro de Investigación Sobre Enfermedades Infecciosas, Instituto Nacional de Salud Pública, Av. Universidad No.655, Col. Santa María Ahuacatitlán, 62100, Cuernavaca, Morelos, Mexico.
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Klein H, Washington TA. Older Versus Younger Men Who Have Sex with Men: Awareness of and Potential Barriers to the Use of Pre-Exposure Prophylaxis (PrEP) Medication to Prevent the Transmission of HIV. JOURNAL OF AIDS AND HIV TREATMENT 2020; 2:42-50. [PMID: 33693447 PMCID: PMC7943186 DOI: 10.33696/aids.2.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Purpose: This paper compares younger (aged 18–39; n=197) and older (ages 50+; n=53) MSM to determine their familiarity with PrEP, willingness to learn more about PrEP, perceptions of stigma relating to PrEP use, and perceptions of barriers to PrEP adoption. Methods: A purposive sample of diverse MSM completed 15-minute questionnaires. Younger and older MSM were compared using Student’s t-tests and odds ratios for bivariate analyses, and multivariate logistic regression and multiple regressions for analyses controlling for key demographic characteristics. Results: Compared to younger MSM, older MSM were more aware of PrEP, more likely to know another PrEP user, less interested in learning more about PrEP, and more averse to using existing resources to learn more about PrEP. Older men perceived less stigma relating to PrEP and fewer obstacles needing to be overcome in order to give serious consideration to PrEP adoption. These differences remained when race, educational attainment, sexual orientation, and HIV serostatus were controlled. Conclusions: There is a “good news/bad news” situation with respect to older MSM and PrEP. They were more aware of PrEP, less likely to associate stigma with PrEP use or PrEP users, and anticipated fewer barriers to PrEP adoption. They were also less interested than their younger counterparts in learning more about PrEP and expressed less comfort using existing sources of information to learn more about PrEP. Age-appropriate PrEP educational campaigns are advisable in order to reach older MSM and encourage more of them to consider PrEP adoption.
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Affiliation(s)
- Hugh Klein
- Kensington Research Institute, Silver Spring, Maryland, United States
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Gantenberg JR, King M, Montgomery MC, Galárraga O, Prosperi M, Chan PA, Marshall BDL. Improving the impact of HIV pre-exposure prophylaxis implementation in small urban centers among men who have sex with men: An agent-based modelling study. PLoS One 2018; 13:e0199915. [PMID: 29985949 PMCID: PMC6037355 DOI: 10.1371/journal.pone.0199915] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Accepted: 06/15/2018] [Indexed: 11/28/2022] Open
Abstract
Objectives Identifying prescribing strategies that improve the efficiency of PrEP should increase its impact at the population level. This study identifies PrEP allocation criteria that most effectively reduce 10-year HIV incidence by 25%, in accordance with the US National HIV/AIDS Strategy’s goal for the proportionate reduction in new diagnoses. Methods We used a discrete-time stochastic agent-based model to simulate several PrEP engagement strategies. The model represented MSM aged 15–74 in Rhode Island and was calibrated to statewide prevalence from 2009–2014. We simulated HIV transmission in the absence of PrEP and compared the following PrEP engagement scenarios: 1) allocation to the current patient population; 2) random allocation; 3) allocation to MSM with greater than 5 sexual partners in one year; 4) allocation to MSM with greater than 10 sexual partners in one year. For each scenario and coverage level we estimated the number and proportion of infections averted and the person-years on PrEP per averted infection. Results In 2014, HIV prevalence before PrEP implementation was between 4% and 5%. In the No PrEP scenario 826 new infections (95% simulation limits [SL]: 711, 955) occurred over 10 years, with an incidence rate of 3.51 per 1000 person-years (95% SL: 3.00, 4.08). Prevalence rose to 7.4% (95% SL: 6.7, 8.1). None of the PrEP scenarios reduced new HIV infections by 25% while covering less than 15% of the HIV-uninfected population. At 15% coverage, allocating PrEP to the current patient population, MSM with greater than 5 sexual partners in a year, and MSM with greater than 10 partners reduced new infections by at least 25%, requiring 161 (95% SL: 115, 289), 150 (95% SL: 107, 252), and 128 (95% SL: 100, 184) person-years on PrEP per averted infection, respectively. Conclusions Engaging MSM with high numbers of sexual partners would improve the population-level impact and efficiency of PrEP in settings where PrEP coverage remains low. However, the sustained population-level PrEP coverage needed to reduce new infections by 25% is substantially higher than current levels of PrEP uptake.
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Affiliation(s)
- Jason R. Gantenberg
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, United States of America
| | - Maximilian King
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, United States of America
| | | | - Omar Galárraga
- Department of Health Services, Policy, and Practice, Brown University School of Public Health, Providence, RI, United States of America
| | - Mattia Prosperi
- Department of Epidemiology, College of Public Health and Health Professions & College of Medicine, University of Florida, Gainesville, FL, United States of America
| | - Philip A. Chan
- Department of Medicine, Brown University, Providence, RI, United States of America
| | - Brandon D. L. Marshall
- Department of Epidemiology, Brown University School of Public Health, Providence, RI, United States of America
- * E-mail:
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