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Griffiths HA, Fairley CK, Ong JJ, Chow EPF, Phillips TR. Sexual mixing in bisexual activity in male-male partnerships in Melbourne, Australia. Sex Health 2024; 21:SH23190. [PMID: 39208209 DOI: 10.1071/sh23190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 08/10/2024] [Indexed: 09/04/2024]
Abstract
Background The patterns of sexually transmitted infections (STIs) in populations may be influenced by the sexual mixing within the population. We aimed to investigate the assortative sexual mixing pattern by bisexuality in male-male partnerships. Methods This was a retrospective repeated cross-sectional study of men with mostly regular male partners attending the Melbourne Sexual Health Centre between 2011 and 2019. Data on sexual practices, including their sexual practices, presence of other male/female sex partners and the gender of sexual partners in the previous 3 and 12months, were collected using computer-assisted self-interview. We calculated the proportion of male partnerships where at least one man in the partnership reported a female sex partner. Results A total of 2056 male-male partnerships (i.e. 4112 individuals) with a median age of 29 years (IQR 25 to 35) were included. Overall, in 94.4% (1941/2056) of male-male partnerships both men had male partners only; however, in 5.5% (113/2056) of partnerships, one man had both male and female partners, and in 0.1% (2/2056) partnerships, both men had both male and female partners. No assortative relationship was found on the sexual mixing by bisexuality in male-male partnerships due to the low assortativity coefficient (r =0.006, 95% CI: -0.004 to 0.016). Conclusion One in 20 male-male partnerships had at least one man who had both male and female partners within the preceding year. Individuals were not selective by bisexuality, suggesting that partnerships of bisexual individuals are mixed proportionately to the distribution of their characteristics. Still, these sexual mixing practices may affect STI transmission dynamics.
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Affiliation(s)
- Hayden A Griffiths
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic, Australia; and School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic, Australia
| | - Christopher K Fairley
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic, Australia; and School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic, Australia
| | - Jason J Ong
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic, Australia; and School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic, Australia
| | - Eric P F Chow
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic, Australia; and School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic, Australia; and Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Vic, Australia
| | - Tiffany R Phillips
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Vic, Australia; and School of Translational Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Vic, Australia
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2
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Latt PM, Soe NN, Xu X, Ong JJ, Chow EPF, Fairley CK, Zhang L. Identifying Individuals at High Risk for HIV and Sexually Transmitted Infections With an Artificial Intelligence-Based Risk Assessment Tool. Open Forum Infect Dis 2024; 11:ofae011. [PMID: 38440304 PMCID: PMC10911222 DOI: 10.1093/ofid/ofae011] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 01/05/2024] [Indexed: 03/06/2024] Open
Abstract
Background We have previously developed an artificial intelligence-based risk assessment tool to identify the individual risk of HIV and sexually transmitted infections (STIs) in a sexual health clinical setting. Based on this tool, this study aims to determine the optimal risk score thresholds to identify individuals at high risk for HIV/STIs. Methods Using 2008-2022 data from 216 252 HIV, 227 995 syphilis, 262 599 gonorrhea, and 320 355 chlamydia consultations at a sexual health center, we applied MySTIRisk machine learning models to estimate infection risk scores. Optimal cutoffs for determining high-risk individuals were determined using Youden's index. Results The HIV risk score cutoff for high risk was 0.56, with 86.0% sensitivity (95% CI, 82.9%-88.7%) and 65.6% specificity (95% CI, 65.4%-65.8%). Thirty-five percent of participants were classified as high risk, which accounted for 86% of HIV cases. The corresponding cutoffs were 0.49 for syphilis (sensitivity, 77.6%; 95% CI, 76.2%-78.9%; specificity, 78.1%; 95% CI, 77.9%-78.3%), 0.52 for gonorrhea (sensitivity, 78.3%; 95% CI, 77.6%-78.9%; specificity, 71.9%; 95% CI, 71.7%-72.0%), and 0.47 for chlamydia (sensitivity, 68.8%; 95% CI, 68.3%-69.4%; specificity, 63.7%; 95% CI, 63.5%-63.8%). High-risk groups identified using these thresholds accounted for 78% of syphilis, 78% of gonorrhea, and 69% of chlamydia cases. The odds of positivity were significantly higher in the high-risk group than otherwise across all infections: 11.4 (95% CI, 9.3-14.8) times for HIV, 12.3 (95% CI, 11.4-13.3) for syphilis, 9.2 (95% CI, 8.8-9.6) for gonorrhea, and 3.9 (95% CI, 3.8-4.0) for chlamydia. Conclusions Risk scores generated by the AI-based risk assessment tool MySTIRisk, together with Youden's index, are effective in determining high-risk subgroups for HIV/STIs. The thresholds can aid targeted HIV/STI screening and prevention.
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Affiliation(s)
- Phyu M Latt
- Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Nyi N Soe
- Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Xianglong Xu
- Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
- School of Public Health, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jason J Ong
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
| | - Eric P F Chow
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Australia
| | - Christopher K Fairley
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
| | - Lei Zhang
- Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
- Clinical Medical Research Center, Children’s Hospital of Nanjing Medical University, Nanjing, Jiangsu Province 210008, China
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3
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Gupta P, Fairley CK, Chen MY, Bradshaw CS, Fehler G, Plummer EL, Vodstrcil LA, Tran J, Aung ET, Chow EP. Increased syphilis testing and detection of late latent syphilis among women after switching from risk-based to opt-out testing strategy in an urban Australian sexual health clinic: a retrospective observational study. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2023; 40:100875. [PMID: 38116502 PMCID: PMC10730308 DOI: 10.1016/j.lanwpc.2023.100875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/21/2023] [Revised: 07/19/2023] [Accepted: 07/24/2023] [Indexed: 12/21/2023]
Abstract
Background The Melbourne Sexual Health Centre (MSHC) implemented an opt-out syphilis test for women in December 2017. We aimed to examine the differences in syphilis testing uptake and confirmed syphilis cases among women after switching from risk-based to opt-out testing strategies. Methods This was a retrospective study examining all women attending the MSHC for the first time in periods of risk-based testing (2015-2017) and opt-out testing (2018-2020). We calculated the proportion of women who tested for syphilis and the proportion of women with confirmed syphilis in each period. A chi-square test was performed to determine the differences in proportion between the risk-based testing and opt-out periods. Findings A total of 27,481 women (i.e. 13,059 in the risk-based testing period and 14,422 in the opt-out period) were included in the final analysis, and the mean age was 26.8 years (standard deviation = 6.9). The proportion of women who were tested for syphilis at their first consultation increased from 52.8% (6890/13,059) in the risk-based testing period to 67.4% (9725/14,422) in the opt-out period (p < 0.0001). Syphilis positivity did not differ between the two periods (0.48% [33/6890] vs 0.71% [69/9725], p = 0.061) but late latent causes increased from 36.4% [12/33] to 60.9% [42/69] (p = 0.033). Interpretation The opt-out testing strategy increased syphilis testing among women with increased detection of asymptomatic late latent syphilis. The opt-out syphilis testing strategy is beneficial in sexual health services. Health education and awareness may be required to improve syphilis testing uptake. Funding National Health and Medical Research Council.
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Affiliation(s)
- Palak Gupta
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Christopher K. Fairley
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Marcus Y. Chen
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Catriona S. Bradshaw
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
- Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Glenda Fehler
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
| | - Erica L. Plummer
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Lenka A. Vodstrcil
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
- Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Julien Tran
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Ei T. Aung
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
| | - Eric P.F. Chow
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Victoria, Australia
- Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia
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4
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Huang F, Fairley CK, Lee DM, Rahman R, Ong JJ, Bradshaw CS, Chen MY, Phillips TR, Chow EPF. Factors Associated With Consenting to Receive an Automated Email Summary After a Sexual Health Clinic Visit. Sex Transm Dis 2023; 50:664-670. [PMID: 37432979 DOI: 10.1097/olq.0000000000001847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/13/2023]
Abstract
BACKGROUND Electronic health records allow for inexpensive communication with patients. In March 2021, the Melbourne Sexual Health Centre implemented an automated email summary ("Sexual Health Automated Visit Email" [SHAVE]) of a client's visit. This study evaluates the proportion of attendees at a sexual health service who opted in or out of SHAVE. METHODS This study was conducted at the Melbourne Sexual Health Centre in Australia between March 2021 and June 2022. Univariable and multivariable logistic regression analyses were used to examine the client characteristics associated with consenting to SHAVE. RESULTS There were 18,528 clients (men, 12,700; women, 5828) included in the final analysis and 55.2% (n = 10,233) consented to receiving SHAVE. Comparing with those who did not have a new sexually transmitted infection diagnosis, clients with a new diagnosis of a sexually transmitted infection, but not HIV, had lower odds of consenting to receiving SHAVE (chlamydia: adjusted odds ratio [aOR], 0.64 [95% confidence interval {CI}, 0.57-0.72]; gonorrhea: aOR, 0.71 [95% CI, 0.62-0.82]; syphilis: aOR, 0.75 [95% CI, 0.59-0.96]). Men had lower odds of consenting when compared with women (men who have sex with women only: aOR, 0.77 [95% CI, 0.71-0.84]; men who have sex with men: aOR, 0.68 [95% CI, 0.62-0.75]). Comparing with those born in Australia or Oceania, clients born in Europe had lower odds of consenting (aOR, 0.81; 95% CI, 0.70-0.94), whereas those born in Latin America or Caribbean had higher odds of consenting (aOR, 1.25; 95% CI, 1.04-1.51). CONCLUSIONS Email summaries may serve as a valuable strategy to improve health communication and record keeping for clients. Understanding the client characteristics associated with consenting SHAVE will allow for the implementation of strategies to better communicate with clients.
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Affiliation(s)
| | | | - David M Lee
- From the Melbourne Sexual Health Centre, Alfred Health
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5
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Tran J, Fairley CK, Ong JJ, Bradshaw CS, Aung ET, Maddaford K, Chen MY, Hocking JS, Chow EPF. The duration and body position during tongue-kissing among heterosexual men and women. Front Public Health 2022; 10:934962. [PMID: 36620298 PMCID: PMC9814118 DOI: 10.3389/fpubh.2022.934962] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 12/01/2022] [Indexed: 12/24/2022] Open
Abstract
Background Emerging data suggest tongue-kissing may transmit gonorrhea. We aim to examine the duration or body position of heterosexual men and women during tongue-kissing (henceforth, known as kissing). Methods A cross-sectional survey among heterosexual men and women attending the Melbourne Sexual Health Centre in Australia between May 2019 and March 2020 collected data on the duration and body position (i.e., on top of or lying down underneath) of their most recent kissing partner in the past 3 months. Univariable and multivariable linear regressions were performed to examine the association between gender and kissing duration. Results Of 2,866 individuals, 93.6% (n = 2,683) had at least one kissing partner in the past 3 months, which included 1,342 (50.1%) men and 1,341 (49.9%) women, and 87.2% (n = 2,339) had sex with their opposite-gender kissing partner. The adjusted mean duration of kissing with the most recent opposite-gender kissing partner did not differ between men and women (12.2 vs. 11.5 min, p = 0.170). More men were on top of their most recent opposite-gender kissing partner compared to women (87.9 vs. 82.9%, p < 0.001). Men reported a longer kissing duration than women when they were on top of the opposite-gender kissing partner (8.3 vs. 7.4 min, p = 0.006). More women had same-gender kissing partners than men (9.6 vs. 2.8%, p < 0.001). Conclusion Men spending longer than women on top of their opposite-gender kissing partner suggests a potential alternative explanation for oropharyngeal gonorrhea being seen more commonly in women. Further research should investigate whether body positioning and duration of kissing influence the risk of gonorrhea transmission.
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Affiliation(s)
- Julien Tran
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia,*Correspondence: Julien Tran, ✉
| | - Christopher K. Fairley
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Jason J. Ong
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Catriona S. Bradshaw
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Ei T. Aung
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Kate Maddaford
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia
| | - Marcus Y. Chen
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
| | - Jane S. Hocking
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Eric P. F. Chow
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, VIC, Australia,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
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6
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Xu X, Yu Z, Ge Z, Chow EPF, Bao Y, Ong JJ, Li W, Wu J, Fairley CK, Zhang L. Web-Based Risk Prediction Tool for an Individual's Risk of HIV and Sexually Transmitted Infections Using Machine Learning Algorithms: Development and External Validation Study. J Med Internet Res 2022; 24:e37850. [PMID: 36006685 PMCID: PMC9459839 DOI: 10.2196/37850] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 04/13/2022] [Accepted: 07/28/2022] [Indexed: 12/05/2022] Open
Abstract
Background HIV and sexually transmitted infections (STIs) are major global public health concerns. Over 1 million curable STIs occur every day among people aged 15 years to 49 years worldwide. Insufficient testing or screening substantially impedes the elimination of HIV and STI transmission. Objective The aim of our study was to develop an HIV and STI risk prediction tool using machine learning algorithms. Methods We used clinic consultations that tested for HIV and STIs at the Melbourne Sexual Health Centre between March 2, 2015, and December 31, 2018, as the development data set (training and testing data set). We also used 2 external validation data sets, including data from 2019 as external “validation data 1” and data from January 2020 and January 2021 as external “validation data 2.” We developed 34 machine learning models to assess the risk of acquiring HIV, syphilis, gonorrhea, and chlamydia. We created an online tool to generate an individual’s risk of HIV or an STI. Results The important predictors for HIV and STI risk were gender, age, men who reported having sex with men, number of casual sexual partners, and condom use. Our machine learning–based risk prediction tool, named MySTIRisk, performed at an acceptable or excellent level on testing data sets (area under the curve [AUC] for HIV=0.78; AUC for syphilis=0.84; AUC for gonorrhea=0.78; AUC for chlamydia=0.70) and had stable performance on both external validation data from 2019 (AUC for HIV=0.79; AUC for syphilis=0.85; AUC for gonorrhea=0.81; AUC for chlamydia=0.69) and data from 2020-2021 (AUC for HIV=0.71; AUC for syphilis=0.84; AUC for gonorrhea=0.79; AUC for chlamydia=0.69). Conclusions Our web-based risk prediction tool could accurately predict the risk of HIV and STIs for clinic attendees using simple self-reported questions. MySTIRisk could serve as an HIV and STI screening tool on clinic websites or digital health platforms to encourage individuals at risk of HIV or an STI to be tested or start HIV pre-exposure prophylaxis. The public can use this tool to assess their risk and then decide if they would attend a clinic for testing. Clinicians or public health workers can use this tool to identify high-risk individuals for further interventions.
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Affiliation(s)
- Xianglong Xu
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,China Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University Health Science Centre, Xi'an, China
| | - Zhen Yu
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,China Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University Health Science Centre, Xi'an, China.,Monash e-Research Centre, Faculty of Engineering, Airdoc Research, Nvidia AI Technology Research Centre, Monash University, Melbourne, Australia
| | - Zongyuan Ge
- Monash e-Research Centre, Faculty of Engineering, Airdoc Research, Nvidia AI Technology Research Centre, Monash University, Melbourne, Australia
| | - Eric P F Chow
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
| | - Yining Bao
- China Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University Health Science Centre, Xi'an, China
| | - Jason J Ong
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,China Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University Health Science Centre, Xi'an, China
| | - Wei Li
- School of Public Health, Southeast University, Nanjing, China
| | - Jinrong Wu
- Research Centre for Data Analytics and Cognition, La Trobe University, Melbourne, Australia
| | - Christopher K Fairley
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,China Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University Health Science Centre, Xi'an, China
| | - Lei Zhang
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia.,Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia.,China Australia Joint Research Center for Infectious Diseases, Xi'an Jiaotong University Health Science Centre, Xi'an, China
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7
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Hardy C, Fairley CK, Ong JJ, Vodstrcil LA, Bradshaw CS, Snow A, Chow EPF. Drug and Alcohol Use with Condomless Anal Sex among Men Who Have Sex with Men in Melbourne, Australia: A Retrospective Data Analysis from 2011 to 2017. ARCHIVES OF SEXUAL BEHAVIOR 2022; 51:2497-2507. [PMID: 34757603 DOI: 10.1007/s10508-021-01966-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Revised: 02/18/2021] [Accepted: 02/20/2021] [Indexed: 06/13/2023]
Abstract
Rises in condomless anal sex among men who have sex with men (MSM) have been reported over the last decade but there is less certainty about the role that drugs, alcohol, play in this change. We examined the changes in drug and alcohol use among 22,255 MSM reporting condomless anal sex at Melbourne Sexual Health Centre in 2011-2017. There was a 7% annual increase in using drugs before and/or during condomless anal sex but a 3% annual reduction in condomless anal sex while drunk. MSM taking PrEP were more likely to report condomless anal sex with drug use (AOR: 1.21; 95%CI: 1.07-1.37) and alcohol use (AOR: 1.29; 95%CI: 1.14-1.46) compared with MSM not taking PrEP.
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Affiliation(s)
- Christopher Hardy
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
- Central Clinical School, Monash University, Melbourne, VIC, 3004, Australia
| | - Christopher K Fairley
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
- Central Clinical School, Monash University, Melbourne, VIC, 3004, Australia
| | - Jason J Ong
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
- Central Clinical School, Monash University, Melbourne, VIC, 3004, Australia
| | - Lenka A Vodstrcil
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
- Central Clinical School, Monash University, Melbourne, VIC, 3004, Australia
| | - Catriona S Bradshaw
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
- Central Clinical School, Monash University, Melbourne, VIC, 3004, Australia
| | - Anthony Snow
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia
| | - Eric P F Chow
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Melbourne, VIC, 3053, Australia.
- Central Clinical School, Monash University, Melbourne, VIC, 3004, Australia.
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, 3053, Australia.
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8
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Xu X, Fairley CK, Chow EPF, Lee D, Aung ET, Zhang L, Ong JJ. Using machine learning approaches to predict timely clinic attendance and the uptake of HIV/STI testing post clinic reminder messages. Sci Rep 2022; 12:8757. [PMID: 35610227 PMCID: PMC9128330 DOI: 10.1038/s41598-022-12033-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 04/07/2022] [Indexed: 11/09/2022] Open
Abstract
Timely and regular testing for HIV and sexually transmitted infections (STI) is important for controlling HIV and STI (HIV/STI) among men who have sex with men (MSM). We established multiple machine learning models (e.g., logistic regression, lasso regression, ridge regression, elastic net regression, support vector machine, k-nearest neighbour, naïve bayes, random forest, gradient boosting machine, XGBoost, and multi-layer perceptron) to predict timely (i.e., within 30 days) clinic attendance and HIV/STI testing uptake after receiving a reminder message via short message service (SMS) or email). Our study used 3044 clinic consultations among MSM within 12 months after receiving an email or SMS reminder at the Melbourne Sexual Health Centre between April 11, 2019, and April 30, 2020. About 29.5% [899/3044] were timely clinic attendance post reminder messages, and 84.6% [761/899] had HIV/STI testing. The XGBoost model performed best in predicting timely clinic attendance [mean [SD] AUC 62.8% (3.2%); F1 score 70.8% (1.2%)]. The elastic net regression model performed best in predicting HIV/STI testing within 30 days [AUC 82.7% (6.3%); F1 score 85.3% (1.8%)]. The machine learning approach is helpful in predicting timely clinic attendance and HIV/STI re-testing. Our predictive models could be incorporated into clinic websites to inform sexual health care or follow-up service.
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Affiliation(s)
- Xianglong Xu
- Central Clinical School, Monash University, Melbourne, Australia.,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia
| | - Christopher K Fairley
- Central Clinical School, Monash University, Melbourne, Australia.,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia
| | - Eric P F Chow
- Central Clinical School, Monash University, Melbourne, Australia.,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia.,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - David Lee
- Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia
| | - Ei T Aung
- Central Clinical School, Monash University, Melbourne, Australia.,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia
| | - Lei Zhang
- Central Clinical School, Monash University, Melbourne, Australia. .,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia. .,China Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Centre, Xi'an, Shaanxi, China. .,Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, Henan, China.
| | - Jason J Ong
- Central Clinical School, Monash University, Melbourne, Australia. .,Melbourne Sexual Health Centre, The Alfred, Melbourne, 3053, Australia. .,Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK.
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Chow EPF, Hocking JS, Bradshaw CS, Phillips TR, Tabesh M, Donovan B, Maddaford K, Chen MY, Fairley CK. Paying for Sex Among Males and Females: A Cross-Sectional Survey in Melbourne, Australia. Sex Transm Dis 2021; 48:195-199. [PMID: 33555761 DOI: 10.1097/olq.0000000000001307] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
BACKGROUND Most research focuses on individual selling sex but very few on paying for sex. This study aimed to determine the proportion of males and females who paid for sex and associated factors. METHODS We conducted a short survey at the Melbourne Sexual Health Centre between March and April 2019, which included a question on whether they had paid for sex in the past 3 months. The proportion of individuals who had paid for sex was calculated by sex and sexual orientation. Univariable and multivariable logistic regression models were conducted to identify individual's factors (e.g., demographics, sexual orientation, and HIV/sexually transmitted infection [STI] positivity) associated with paying for sex in the past 3 months. RESULTS The proportion who reported paying for sex in the past 3 months was 12.2% (42/345) among heterosexual males, followed by 6.4% (23/357) among men who have sex with men (MSM) and 0.2% (1/430) among females. HIV status, preexposure prophylaxis use, and sexual orientation were not associated with paying for sex among MSM. No MSM living with HIV reported paying for sex in the past 3 months. There was a significant association between paying for sex and gonorrhea (odds ratio, 2.84; 95% confidence interval, 1.05-7.71; P = 0.041) but not HIV, syphilis, and chlamydia among MSM. HIV/STI was not associated with paying for sex among heterosexual males. CONCLUSIONS Paying for sex was more commonly reported among heterosexual males, followed by MSM. Females were very unlikely to pay for sex. There was a limited association between HIV/STI diagnosis and paying for sex among males.
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Affiliation(s)
| | - Jane S Hocking
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Parkville, Victoria
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10
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Phillips TR, Fairley CK, Bradshaw CS, Tabesh M, Maddaford K, Hocking JS, Chow EP. Associations between oral sex practices and frequent mouthwash use in heterosexuals: a cross-sectional survey in Melbourne, Australia. BMJ Open 2021; 11:e041782. [PMID: 33419912 PMCID: PMC7798804 DOI: 10.1136/bmjopen-2020-041782] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVE This study aimed to determine the frequency of mouthwash use and its association to oral sex practice in heterosexuals. DESIGN A cross-sectional study. SETTING Data obtained from a sexual health clinic in Victoria, Australia, between March 2019 and April 2019. PARTICIPANTS Heterosexual men and women attending the sexual health clinic answered a survey using computer-assisted self-interview. PRIMARY AND SECONDARY OUTCOME MEASURES Univariable and multivariable logistic regression were performed to examine the association between frequent mouthwash use (ie, daily or weekly mouthwash use) and oral sex practices (including tongue kissing, fellatio, cunnilingus and insertive rimming). RESULTS There were 681 heterosexuals included in the analysis: 315 (46.3%) men and 366 (53.7%) women. Of participants, 302 (44.3%) used mouthwash frequently, 173 (25.4%) used mouthwash infrequently and 206 (30.2%) never used mouthwash. There was no significant difference in the proportion of frequent mouthwash users between men and women (46.4% of men vs 42.6% of women; p=0.329). The proportion of frequent mouthwash users increased with increasing age groups (39.3% in ≤24 years, 45.2% in 25-34 years and 52.8% in ≥35 years or older; ptrend=0.039) with those aged ≥35 years having a 1.80 times (95% CI: 1.12 to 2.89) higher odds of being a frequent mouthwash user than those aged ≤24 years. There were no significant associations between frequent mouthwash users had sexually transmitted infection (STI) risk after adjusting for age and country of birth. CONCLUSION Older heterosexuals are more likely to use mouthwash. Given the high proportion and associations of mouthwash use in heterosexuals, future investigations related to oral STIs in this group should include mouthwash use.
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Affiliation(s)
- Tiffany R Phillips
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Christopher K Fairley
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Catriona S Bradshaw
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Marjan Tabesh
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Kate Maddaford
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
| | - Jane S Hocking
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
| | - Eric Pf Chow
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Parkville, Victoria, Australia
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11
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Walia AM, Fairley CK, Bradshaw CS, Chen MY, Chow EPF. Disparities in characteristics in accessing public Australian sexual health services between Medicare-eligible and Medicare-ineligible men who have sex with men. Aust N Z J Public Health 2020; 44:363-368. [PMID: 32865864 DOI: 10.1111/1753-6405.13029] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2020] [Revised: 07/01/2020] [Accepted: 07/01/2020] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVES Accessible health services are a key element of effective human immunodeficiency virus (HIV) and sexually transmitted infection (STI) control. This study aimed to examine whether there were any differences in accessing sexual health services between Medicare-eligible and Medicare-ineligible men who have sex with men (MSM) in Melbourne, Australia. METHODS We conducted a retrospective, cross-sectional study of MSM attending Melbourne Sexual Health Centre between 2016 and 2019. Demographic characteristics, sexual practices, HIV testing practices and STI diagnoses were compared between Medicare-eligible and Medicare-ineligible MSM. RESULTS We included 5,085 Medicare-eligible and 2,786 Medicare-ineligible MSM. Condomless anal sex in the past 12 months was more common in Medicare-eligible compared to Medicare-ineligible MSM (74.4% vs. 64.9%; p<0.001) although the number of partners did not differ between groups. There was no difference in prior HIV testing practices between Medicare-eligible and Medicare-ineligible MSM (76.1% vs. 77.7%; p=0.122). Medicare-ineligible MSM were more likely to have anorectal chlamydia compared to Medicare-eligible MSM (10.6% vs. 8.5%; p=0.004). CONCLUSIONS Medicare-ineligible MSM have less condomless sex but a higher rate of anorectal chlamydia, suggesting they might have limited access to STI testing or may be less willing to disclose high-risk behaviour. Implications for public health: Scaling up access to HIV and STI testings for Medicare-ineligible MSM is essential.
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Affiliation(s)
- Anysha M Walia
- Melbourne Sexual Health Centre, Alfred Health, Victoria.,Central Clinical School, Monash University, Victoria
| | - Christopher K Fairley
- Melbourne Sexual Health Centre, Alfred Health, Victoria.,Central Clinical School, Monash University, Victoria
| | - Catriona S Bradshaw
- Melbourne Sexual Health Centre, Alfred Health, Victoria.,Central Clinical School, Monash University, Victoria
| | - Marcus Y Chen
- Melbourne Sexual Health Centre, Alfred Health, Victoria.,Central Clinical School, Monash University, Victoria
| | - Eric P F Chow
- Melbourne Sexual Health Centre, Alfred Health, Victoria.,Central Clinical School, Monash University, Victoria.,Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, Victoria
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12
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Chow EPF, Fairley CK. Oro-anal sexual practice among female sex workers in Melbourne: implication for extragenital gonorrhoea and chlamydia transmission. Sex Health 2020; 17:296-298. [PMID: 32564778 DOI: 10.1071/sh19219] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2019] [Accepted: 01/08/2020] [Indexed: 11/23/2022]
Abstract
Background The prevalence of sexually transmissible infections has been low among female sex workers (FSWs) in Melbourne, Australia. However, the prevalence of gonorrhoea and chlamydia, especially at extragenital sites, has increased since the mid-2010s. Oro-anal sex (i.e. rimming) has been identified as a risk factor for extragenital gonorrhoea and chlamydia. However, rimming has rarely been studied among the FSW population. The aim of this study was to examine the proportion of FSWs who had had rimming with their male clients. METHODS A cross-sectional survey among FSWs attending the Melbourne Sexual Health Centre in Australia in March 2018 was conducted. All females aged ≥18 years and self-reported as a sex worker were eligible. The survey included questions related to the number of insertive and receptive rimming partners with their male clients in an average working week. RESULTS Forty-five FSWs completed the survey; five (11.1%; 95% CI: 3.7-24.1%) FSWs had had insertive rimming and 19 (42.2%; 95% CI: 27.7-57.8%) had had receptive rimming with their male clients in an average working week. The median number of insertive rimming partners was two (interquartile range (IQR) 1-5) and the median number of receptive rimming partners was one (IQR 1-3). CONCLUSION Insertive rimming is more commonly practiced than receptive rimming among FSWs with their male clients in an average working week.
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Affiliation(s)
- Eric P F Chow
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Carlton, Vic. 3053, Australia; and Central Clinical School, Monash University, 99 Commercial Road, Melbourne, Vic. 3004, Australia; and Corresponding author.
| | - Christopher K Fairley
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Carlton, Vic. 3053, Australia; and Central Clinical School, Monash University, 99 Commercial Road, Melbourne, Vic. 3004, Australia
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13
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Durukan D, Read TRH, Bradshaw CS, Fairley CK, Williamson DA, De Petra V, Maddaford K, Wigan R, Chen MY, Tran A, Chow EPF. Pooling Pharyngeal, Anorectal, and Urogenital Samples for Screening Asymptomatic Men Who Have Sex with Men for Chlamydia trachomatis and Neisseria gonorrhoeae. J Clin Microbiol 2020; 58:e01969-19. [PMID: 32132192 PMCID: PMC7180234 DOI: 10.1128/jcm.01969-19] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Accepted: 02/29/2020] [Indexed: 02/04/2023] Open
Abstract
Screening for Chlamydia trachomatis and Neisseria gonorrhoeae at the pharyngeal, urogenital, and anorectal sites is recommended for men who have sex with men (MSM). Combining the three individual-site samples into a single pooled sample could result in significant cost savings, provided there is no significant sensitivity reduction. The aim of this study was to examine the sensitivity of pooled samples for detecting chlamydia and gonorrhea in asymptomatic MSM using a nucleic acid amplification test. Asymptomatic MSM who tested positive for chlamydia or gonorrhoea were invited to participate. Paired samples were obtained from participants prior to administration of treatment. To form the pooled sample, the anorectal swab was agitated in the urine specimen transport tube and then discarded. The pharyngeal swab and 2 ml of urine sample were then added to the tube. The difference in sensitivity between testing of pooled samples and individual-site testing was calculated against an expanded gold standard, where an individual is considered positive if either pooled-sample or individual-site testing returns a positive result. All samples were tested using the Aptima Combo 2 assay. A total of 162 MSM were enrolled in the study. Sensitivities of pooled-sample testing were 86% (94/109; 95% confidence interval [CI], 79 to 92%]) for chlamydia and 91% (73/80; 95% CI, 83 to 96%) for gonorrhea. The sensitivity reduction was significant for chlamydia (P = 0.02) but not for gonorrhea (P = 0.34). Pooling caused 22 infections (15 chlamydia and 7 gonorrhoea) to be missed, and the majority were single-site infections (19/22). Pooling urogenital and extragenital samples from asymptomatic MSM reduced the sensitivity of detection by approximately 10% for chlamydia but not for gonorrhea.
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Affiliation(s)
- Duygu Durukan
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Tim R H Read
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Catriona S Bradshaw
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Christopher K Fairley
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Deborah A Williamson
- Microbiological Diagnostic Unit Public Health Laboratory, Department of Microbiology and Immunology, The University of Melbourne at The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Vesna De Petra
- Microbiological Diagnostic Unit Public Health Laboratory, Department of Microbiology and Immunology, The University of Melbourne at The Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
| | - Kate Maddaford
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Rebecca Wigan
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Marcus Y Chen
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Anne Tran
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
| | - Eric P F Chow
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Victoria, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Victoria, Australia
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Turek EM, Fairley CK, Bradshaw CS, Chen MY, Vodstrcil LA, Snow A, Fortune R, Chow EPF. Are genital examinations necessary for STI screening for female sex workers? An audit of decriminalized and regulated sex workers in Melbourne, Australia. PLoS One 2020; 15:e0231547. [PMID: 32298328 PMCID: PMC7161967 DOI: 10.1371/journal.pone.0231547] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 03/25/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND The Victorian legislation prohibits sex workers from working when they have visible anogenital herpes or warts. The aim of this study was to determine the proportion of asymptomatic female sex workers (FSW) diagnosed with anogenital herpes or warts by genital examination. METHODS We analysed all computerised medical records of consultations with FSW at the Melbourne Sexual Health Centre (MSHC) in 2018. All asymptomatic sex workers were offered screening sexually transmitted infections (STIs) and a genital examination to identify visible anogenital herpes or warts at MSHC. FSW consultations were categorised into either 'asymptomatic' or 'symptomatic' based on the presence of symptoms reported by the FSW to the triage nurse. The proportion of asymptomatic FSW diagnosed with visible anogenital herpes or warts during a routine screening examination was calculated. RESULTS In 2018, 4055 consultations were provided to 1979 FSW. 3406 of these consultations were asymptomatic and all were examined by an experienced clinician for signs of STIs. Of these 3406 asymptomatic consultations, seven FSW (0.21%, 95% CI: 0.08% to 0.42%) were diagnosed with visible anogenital herpes and/or warts following a genital examination. Four were diagnosed with warts (0.12%, 95% CI: 0.03% to 0.30%), two with herpes (0.06%, 95% CI: 0.01% to 0.21%) and one with both herpes and warts (0.03%, 95% CI: 0.001% to 0.16%). CONCLUSION Based on these data, approximately 500 asymptomatic FSW would need to be examined to identify one case of anogenital herpes or warts. Genital examinations consume considerable clinical resources, increase the duration of consultations and provide essentially no significant benefit to the mandated testing for gonorrhoea, chlamydia, HIV and syphilis. Our clinic will use self-collected samples and no longer examine FSW who are asymptomatic.
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Affiliation(s)
- Evelyn M. Turek
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- * E-mail: (EMT); (RPFC)
| | - Christopher K. Fairley
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Catriona S. Bradshaw
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Marcus Y. Chen
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Lenka A. Vodstrcil
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Anthony Snow
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
| | - Ria Fortune
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
| | - Eric P. F. Chow
- Melbourne Sexual Health Centre, Alfred Health, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
- * E-mail: (EMT); (RPFC)
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15
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Chow EPF, Vodstrcil LA, Fairley CK. Seasonal variations in kissing and sexual activities among men who have sex with men in Melbourne, Australia: implications for seasonal sexually transmissible infection preventions and interventions. Sex Health 2020; 17:149-154. [PMID: 32135076 DOI: 10.1071/sh19046] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2019] [Accepted: 11/15/2019] [Indexed: 12/25/2022]
Abstract
Background Previous studies have shown that there is a peak in sexually transmissible infection (STI) cases and sexual activities around summer, but there has been no study examining whether kissing also follows a similar seasonal pattern. The aim of this study was to examine the seasonal patterns of kissing and sex partners among gay, bisexual and other men who have sex with men (MSM). METHODS A short cross-sectional study was conducted among MSM attending the Melbourne Sexual Health Centre between March 2016 and February 2017. Participants were asked to report the number of kissing-only, sex-only and kissing-with-sex male partners in the last 3 months. The mean number of male partners was calculated and stratified by Australia's seasons. The seasonal trend in the number of partners was assessed by negative binomial regression models. RESULTS In total, 4391 MSM were included in the analysis. The number of kissing-only and sex-only partners increased significantly from autumn to summer among MSM in Melbourne (Ptrend <0.001). MSM reported the highest number of male partners for kissing-only (mean: 4.91; 95% confidence intervals (CI): 4.78-5.04) and sex-only (mean: 1.91; 95% CI: 1.83-1.99) around summer compared with other seasons. However, the number of kissing-with-sex partners remained stable across seasons. CONCLUSIONS The study data suggest that there is a peak in kissing-only and sex-only partners among MSM around summer and holiday seasons.
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Affiliation(s)
- Eric P F Chow
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Carlton, Vic. 3053, Australia; and Central Clinical School, Monash University, 99 Commercial Road, Melbourne, Vic. 3004, Australia; and Corresponding author.
| | - Lenka A Vodstrcil
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Carlton, Vic. 3053, Australia; and Central Clinical School, Monash University, 99 Commercial Road, Melbourne, Vic. 3004, Australia
| | - Christopher K Fairley
- Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Carlton, Vic. 3053, Australia; and Central Clinical School, Monash University, 99 Commercial Road, Melbourne, Vic. 3004, Australia
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16
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Martín-Sánchez M, Fairley CK, Bradshaw CS, Chen MY, Chow EPF. Meningococcal vaccine uptake among men who have sex with men in response to an invasive meningococcal C disease outbreak in Melbourne, Australia. Sex Transm Infect 2020; 96:246-250. [DOI: 10.1136/sextrans-2019-054318] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Revised: 11/28/2019] [Accepted: 12/12/2019] [Indexed: 11/03/2022] Open
Abstract
ObjectiveIn 2017, there was an outbreak of invasive meningococcal disease (IMD) serogroup C among men who have sex with men (MSM) in Victoria, Australia. A government-funded free meningococcal (MenACWY) vaccination programme targeting all MSM living in Victoria was launched between December 2017 and December 2018. The aim of this study was to examine the vaccine uptake among MSM attending a sexual health clinic in Melbourne.MethodsThis was a retrospective clinical audit of MSM attending the Melbourne Sexual Health Centre (MSHC) during the vaccination programme. We calculated the proportion of MSM who received the meningococcal vaccine on their first visit and at any time during the programme. We performed univariable and multivariable logistic regression to identify the factors associated with the vaccine uptake on the first visit.ResultsOf the 10 370 MSM who attended MSHC, 55.5% received the vaccine on their first visit and 67.4% at any time during the programme. MSM had higher odds of receiving the vaccine on the first visit if they were aged 16–25 years (adjusted OR (aOR) 1.21; 95% CI 1.08 to 1.35) or 26–35 years (aOR 1.17; 95% CI 1.07 to 1.29) in comparison with MSM older than 35 years; were HIV-negative and not on pre-exposure prophylaxis (aOR 1.80; 95% CI 1.56 to 2.09); had more than four male partners in the last 12 months (aOR 1.16; 95% CI 1.06 to 1.27); had male partners only (aOR 2.24; 95% CI 1.96 to 2.55); or were born overseas (aOR 1.11; 95% CI 1.03 to 1.21).ConclusionsTwo-thirds of the MSM attending a sexual health clinic received at least one dose of meningococcal vaccine. The vaccination programme coincided temporally with a dramatic reduction in the incidence of IMD. Vaccination should be further promoted among MSM and men who have sex with both men and women.
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Charleson FJ, Fairley CK, Hocking JS, Vodstrcil LA, Bradshaw CS, Chow EPF. Age, ethnic and travel-related disparities in kissing and sexual practices among heterosexual men in Melbourne, Australia. Sex Health 2020; 17:279-287. [DOI: 10.1071/sh19230] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Accepted: 04/06/2020] [Indexed: 11/23/2022]
Abstract
Background The kissing practices of heterosexual men are not well understood, despite the potential of kissing to be a significant risk factor for gonorrhoea transmission. This study aimed to explore kissing and sex practices among heterosexual men. Methods: A cross-sectional survey among heterosexual men attending the Melbourne Sexual Health Centre in 2016–2017 was conducted. Men were asked to report their number of kissing-only (in the absence of sex), sex-only (in the absence of kissing) and kissing-with-sex partners in the last 3 months. The mean number of each partner type was calculated, and multivariable negative binomial regression was used to investigate associations between the number of different types of partners and demographic characteristics. Results: Of the 2351 heterosexual men, men reported a mean of 2.98 kissing-only, 0.54 sex-only and 2.64 kissing-with-sex partners in the last 3 months. Younger men had a mean higher number of kissing-only partners than older men (4.52 partners among men aged ≤24 years compared with 1.75 partners among men ≥35 years, P < 0.001). Men born in Europe had the most kissing-only partners (mean: 5.16 partners) and men born in Asia had the fewest kissing-only partners (mean: 1.61 partners). Men recently arrived in Australia, including travellers from overseas, had significantly more kissing-only partners (adjusted incidence rate ratio (aIRR): 1.53; 95% CI: 1.31–1.80) than local men. Conclusions: This study provides novel data about kissing practices of heterosexual men. Studies assessing oropharyngeal gonorrhoea should include measurements of kissing until studies can clarify its contribution to transmission risk.
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18
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Chow EP, Danielewski JA, Murray GL, Fehler G, Chen MY, Bradshaw CS, Garland SM, Fairley CK. Anal human papillomavirus infections in young unvaccinated men who have sex with men attending a sexual health clinic for HPV vaccination in Melbourne, Australia. Vaccine 2019; 37:6271-6275. [DOI: 10.1016/j.vaccine.2019.08.066] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Revised: 08/23/2019] [Accepted: 08/27/2019] [Indexed: 01/18/2023]
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19
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Williamson DA, Fairley CK, Howden BP, Chen MY, Stevens K, De Petra V, Denham I, Chow EPF. Trends and Risk Factors for Antimicrobial-Resistant Neisseria gonorrhoeae, Melbourne, Australia, 2007 to 2018. Antimicrob Agents Chemother 2019; 63:e01221-19. [PMID: 31383663 PMCID: PMC6761556 DOI: 10.1128/aac.01221-19] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Accepted: 07/30/2019] [Indexed: 01/19/2023] Open
Abstract
Antimicrobial resistance (AMR) in Neisseria gonorrhoeae is a major public health problem. Traditionally, AMR surveillance programs for N. gonorrhoeae have focused mainly on laboratory data to describe the prevalence and trends of resistance. However, integrating individual-level risk factors (e.g., sexual orientation or international travel) with laboratory data provides important insights into factors promoting the spread of resistant N. gonorrhoeae Here, over a 12-year period, we assessed the trends and risk factors for resistant N. gonorrhoeae in individuals attending a large publicly funded sexual health center in Melbourne, Australia. A total of 7,588 N. gonorrhoeae isolates were cultured from 5,593 individuals between 1 January 2007 and 31 December 2018. The proportion of isolates with penicillin resistance decreased from 49.5% in 2007 to 18.3% in 2018 (ptrend < 0.001) and from 63.5% in 2007 to 21.1% in 2018 for ciprofloxacin resistance (ptrend < 0.001). In contrast, the proportion of isolates displaying decreased susceptibility to ceftriaxone increased from 0.5% in 2007 to 2.9% in 2018 (ptrend < 0.001), with a significant increase in low-level azithromycin resistance, from 2.5% in 2012 to 8.2% in 2018 (ptrend < 0.001). Multivariate analysis identified risk factors for multidrug-resistant (MDR) N. gonorrhoeae, namely, female sex and country of birth, with MDR isolates more common in individuals born in northeast Asia, further highlighting the importance of this region and international travel as factors in the cross-border transmission of MDR N. gonorrhoeae Future surveillance work should incorporate additional epidemiological and genomic data to provide a comprehensive overview of the emergence and spread of resistant N. gonorrhoeae.
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Affiliation(s)
- Deborah A Williamson
- Microbiological Diagnostic Unit Public Health Laboratory, Department of Microbiology and Immunology, The University of Melbourne at The Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Christopher K Fairley
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Benjamin P Howden
- Microbiological Diagnostic Unit Public Health Laboratory, Department of Microbiology and Immunology, The University of Melbourne at The Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Marcus Y Chen
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Kerrie Stevens
- Microbiological Diagnostic Unit Public Health Laboratory, Department of Microbiology and Immunology, The University of Melbourne at The Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Vesna De Petra
- Microbiological Diagnostic Unit Public Health Laboratory, Department of Microbiology and Immunology, The University of Melbourne at The Doherty Institute for Infection and Immunity, Melbourne, Australia
| | - Ian Denham
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Australia
| | - Eric P F Chow
- Melbourne Sexual Health Centre, Alfred Health, Carlton, Australia
- Central Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
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