Register      Login
Sexual Health Sexual Health Society
Publishing on sexual health from the widest perspective
RESEARCH ARTICLE (Open Access)

Modelling the potential role of saliva use during masturbation in the transmission of Neisseria gonorrhoeae at multiple anatomical sites

Xianglong Xu https://orcid.org/0000-0003-1873-4734 A B C , Eric P. F. Chow https://orcid.org/0000-0003-1766-0657 A B D , Jason J. Ong https://orcid.org/0000-0001-5784-7403 A B C , Mingwang Shen C , Chongjian Wang E , Jane S. Hocking https://orcid.org/0000-0001-9329-8501 D , Christopher K. Fairley A B C and Lei Zhang https://orcid.org/0000-0003-2343-084X A B C E *
+ Author Affiliations
- Author Affiliations

A Melbourne Sexual Health Centre, Alfred Health, 580 Swanston Street, Carlton, Vic. 3053, Australia.

B Faculty of Medicine, Central Clinical School, Nursing and Health Sciences, Monash University, 99 Commercial Road, Melbourne, Vic. 3004, Australia.

C China Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi’an Jiaotong University Health Science Centre, Xi’an, Shaanxi 710061, PR China.

D Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, The University of Melbourne, 207 Bouverie Street, Carlton, Vic. 3053, Australia.

E Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, Henan, China.

* Correspondence to: lei.zhang1@monash.edu

Handling Editor: Matthew Hogben

Sexual Health 18(6) 466-474 https://doi.org/10.1071/SH21138
Submitted: 23 July 2021  Accepted: 5 October 2021   Published: 17 December 2021

© 2021 The Author(s) (or their employer(s)). Published by CSIRO Publishing. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)

Abstract

Background: Neisseria gonorrhoeae can be cultured from saliva in men with pharyngeal gonorrhoea and could theoretically be transmitted from the pharynx to the urethra when saliva is used as a lubricant for masturbation. In this work, we proposed that saliva use during masturbation may be a potential transmission route of gonorrhoea.

Methods: We analysed the transmission of Neisseria gonorrhoeae at the oropharynx, urethra and anorectum with mathematical models among men who have sex with men using data from six different studies. Model 1 included transmission routes (oral sex, anal sex, rimming, kissing, and three sequential sex practices). In Model 2, we added saliva use during solo masturbation and mutual masturbation to model 1.

Results: Model 2 could replicate single site infection at the oropharynx, urethra and anorectum and multi-site infection across six different datasets. However, the calibration of Model 2 was not significantly different from Model 1 across four datasets. Model 2 generated an incidence of gonorrhoea from masturbation of between 5.2% (95% CI: 3.2–10.1) to 10.6% (95% CI: 5.8–17.3) across six data sets. Model 2 also estimated that about one in four cases of urethral gonorrhoea might arise from solo masturbation and mutual masturbation.

Conclusions: Our models raise the possibility that saliva use during masturbation may play a role in transmitting gonorrhoea. This is an important area to explore because it contributes to the knowledge base about gonorrhoea transmission.

Keywords: anatomical, mathematical model, men who have sex with men, mutual masturbation, Neisseria gonorrhoeae, saliva, sexual behaviour, site-specific, solo masturbation, transmission.


References

[1]  Rowley J, Taylor M. Chlamydia, gonorrhoea, trichomoniasis and syphilis: global and regional estimates of prevalence and incidence, 2016. Bull World Health Organ 2019; 97 548–62.
Chlamydia, gonorrhoea, trichomoniasis and syphilis: global and regional estimates of prevalence and incidence, 2016.Crossref | GoogleScholarGoogle Scholar | 31384073PubMed |

[2]  Chow EPF, Grulich AE, Fairley CK. Epidemiology and prevention of sexually transmitted infections in men who have sex with men at risk of HIV. Lancet HIV 2019; 6 e396–405.
Epidemiology and prevention of sexually transmitted infections in men who have sex with men at risk of HIV.Crossref | GoogleScholarGoogle Scholar | 31006612PubMed |

[3]  Fairley CK, Cornelisse VJ, Hocking JS, Chow EPF. Models of gonorrhoea transmission from the mouth and saliva. Lancet Infect Dis 2019; 19 e360–6.
Models of gonorrhoea transmission from the mouth and saliva.Crossref | GoogleScholarGoogle Scholar | 31324517PubMed |

[4]  Fairley CK, Hocking JS, Zhang L, Chow EPF. Frequent transmission of gonorrhea in men who have sex with men. Emerg Infect Dis 2017; 23 102–4.
Frequent transmission of gonorrhea in men who have sex with men.Crossref | GoogleScholarGoogle Scholar | 27983487PubMed |

[5]  Hook EW, Bernstein K. Kissing, saliva exchange, and transmission of Neisseria gonorrhoeae. Lancet Infect Dis 2019; 19 e367–9.
Kissing, saliva exchange, and transmission of Neisseria gonorrhoeae.Crossref | GoogleScholarGoogle Scholar | 31324518PubMed |

[6]  Chow EP, Fairley CK. The role of saliva in gonorrhoea and chlamydia transmission to extragenital sites among men who have sex with men: new insights into transmission. J Int AIDS Soc 2019; 22 e25354
The role of saliva in gonorrhoea and chlamydia transmission to extragenital sites among men who have sex with men: new insights into transmission.Crossref | GoogleScholarGoogle Scholar | 31468730PubMed |

[7]  Xu X, Chow EPF, Ong JJ, Hoebe C, Williamson D, Shen M, et al. Modelling the contribution that different sexual practices involving the oropharynx and saliva have on Neisseria gonorrhoeae infections at multiple anatomical sites in men who have sex with men. Sex Transm Infect 2021; 97 183–9.
Modelling the contribution that different sexual practices involving the oropharynx and saliva have on Neisseria gonorrhoeae infections at multiple anatomical sites in men who have sex with men.Crossref | GoogleScholarGoogle Scholar | 33208511PubMed |

[8]  Zhang L, Regan DG, Chow EPF, Gambhir M, Cornelisse V, Grulich A, et al. Neisseria gonorrhoeae transmission among men who have sex with men: an anatomical site-specific mathematical model evaluating the potential preventive impact of mouthwash. Sex Transm Infect 2017; 44 586–92.
Neisseria gonorrhoeae transmission among men who have sex with men: an anatomical site-specific mathematical model evaluating the potential preventive impact of mouthwash.Crossref | GoogleScholarGoogle Scholar |

[9]  Dodge B, Reece M, Herbenick D, Schick V, Sanders SA, Fortenberry JD. Sexual health among U.S. black and hispanic men and women: a nationally representative study. J Sex Med 2010; 7 330–45.
Sexual health among U.S. black and hispanic men and women: a nationally representative study.Crossref | GoogleScholarGoogle Scholar | 21029389PubMed |

[10]  Chow EPF, Williamson DA, Hocking JS, Law MG, Maddaford K, Bradshaw CS, et al. Antiseptic mouthwash for gonorrhoea prevention (OMEGA): a randomised, double-blind, parallel-group, multicentre trial. Lancet Infect Dis 2021; 21 647–56.
Antiseptic mouthwash for gonorrhoea prevention (OMEGA): a randomised, double-blind, parallel-group, multicentre trial.Crossref | GoogleScholarGoogle Scholar | 33676595PubMed |

[11]  Kilner A, Fairley CK, Burrell S, Bradshaw CS, Chen MY, Chow EPF. Age pattern of sexual activities with the most recent partner among men who have sex with men in Melbourne, Australia: a cross-sectional study. BMJ Sex Reprod Health 2021; 47 e4
Age pattern of sexual activities with the most recent partner among men who have sex with men in Melbourne, Australia: a cross-sectional study.Crossref | GoogleScholarGoogle Scholar | 32868336PubMed |

[12]  Hallqvist L, Lindgren S. Gonorrhoea of the throat at a venereological clinic. Incidence and results of treatment. Br J Vener Dis 1975; 51 395–7.
Gonorrhoea of the throat at a venereological clinic. Incidence and results of treatment.Crossref | GoogleScholarGoogle Scholar | 1218364PubMed |

[13]  Chow EPF, Lee D, Tabrizi SN, Phillips S, Snow A, Cook S, et al. Detection of Neisseria gonorrhoeae in the pharynx and saliva: implications for gonorrhoea transmission. Sex Transm Infect 2016; 92 347–9.
Detection of Neisseria gonorrhoeae in the pharynx and saliva: implications for gonorrhoea transmission.Crossref | GoogleScholarGoogle Scholar |

[14]  Hutt DM, Judson FN. Epidemiology and treatment of oropharyngeal gonorrhea. Ann Intern Med 1986; 104 655–8.
Epidemiology and treatment of oropharyngeal gonorrhea.Crossref | GoogleScholarGoogle Scholar | 2938529PubMed |

[15]  Chow EP, Tabrizi SN, Phillips S, Lee D, Bradshaw CS, Chen MY, et al. Neisseria gonorrhoeae bacterial DNA load in the pharynges and saliva of men who have sex with men. J Clin Microbiol 2016; 54 2485–90.
Neisseria gonorrhoeae bacterial DNA load in the pharynges and saliva of men who have sex with men.Crossref | GoogleScholarGoogle Scholar | 27413195PubMed |

[16]  Spicknall IH, Mayer KH, Aral SO, Romero-Severson EO. Assessing uncertainty in an anatomical site-specific gonorrhea transmission model of men who have sex with men. Sex Transm Dis 2019; 46 321–8.
Assessing uncertainty in an anatomical site-specific gonorrhea transmission model of men who have sex with men.Crossref | GoogleScholarGoogle Scholar | 30516722PubMed |

[17]  Tabesh M, Fairley CK, Hocking JS, Williamson DA, Zhang L, Xu X, et al. Comparison of the patterns of chlamydia and gonorrhoea at the oropharynx, anorectum and urethra among men who have sex with men. Sex Transm Infect 2021; sextrans-2020-054632
Comparison of the patterns of chlamydia and gonorrhoea at the oropharynx, anorectum and urethra among men who have sex with men.Crossref | GoogleScholarGoogle Scholar | 33436503PubMed |

[18]  van Liere GAFS, Dukers-Muijrers NHTM, Kuizenga-Wessel SK, Götz HM, Hoebe CJPA. What is the optimal testing strategy for oropharyngeal Neisseria gonorrhoeae in men who have sex with men? Comparing selective testing versus routine universal testing from Dutch STI clinic data (2008–2017). Clin Infect Dis 2020; 71 944–51.
What is the optimal testing strategy for oropharyngeal Neisseria gonorrhoeae in men who have sex with men? Comparing selective testing versus routine universal testing from Dutch STI clinic data (2008–2017).Crossref | GoogleScholarGoogle Scholar | 31556949PubMed |

[19]  Hiransuthikul A, Sungsing T, Jantarapakde J, Trachunthong D, Mills S, Vannakit R, et al. Correlations of chlamydia and gonorrhoea among pharyngeal, rectal and urethral sites among Thai men who have sex with men: multicentre community-led test and treat cohort in Thailand. BMJ Open 2019; 9 e028162
Correlations of chlamydia and gonorrhoea among pharyngeal, rectal and urethral sites among Thai men who have sex with men: multicentre community-led test and treat cohort in Thailand.Crossref | GoogleScholarGoogle Scholar | 31253622PubMed |

[20]  Pol BVD. Extragenital CT/GC in MSM. In ‘The 20th international union against sexually transmitted infections – Asia pacific conference (IUSTI-AP), 23–26 October 2019, Shanghai, China’.

[21]  Footman A, Dionne-Odom J, Aaron KJ, Raper JL, Van Der Pol B. Performance of 4 molecular assays for detection of chlamydia and gonorrhea in a sample of human immunodeficiency virus-positive men who have sex with men. Sex Transm Dis 2020; 47 158–61.
Performance of 4 molecular assays for detection of chlamydia and gonorrhea in a sample of human immunodeficiency virus-positive men who have sex with men.Crossref | GoogleScholarGoogle Scholar | 32032316PubMed |

[22]  Xu X, Chow EPF, Ong JJ, Hoebe CJPA, Zou Z, Hocking JS, et al. Chlamydia trachomatis transmission between the oropharynx, urethra and anorectum in men who have sex with men: a mathematical model. BMC Med 2020; 18 326
Chlamydia trachomatis transmission between the oropharynx, urethra and anorectum in men who have sex with men: a mathematical model.Crossref | GoogleScholarGoogle Scholar | 33198750PubMed |

[23] 
      Xu X, Chow EPF, Regan D, Ong JJ, Gray RT, Zhou P, et al. Xu X, Chow EPF, Regan D, Ong JJ, Gray RT, Zhou P, et al. Role of saliva use during masturbation in the transmission of Chlamydia trachomatis in men who have sex with men. Epidemiology and Infection 2021; 149 e216
Role of saliva use during masturbation in the transmission of Chlamydia trachomatis in men who have sex with men.Crossref | GoogleScholarGoogle Scholar |

[24]  Onwubu SC, Mdluli PS, Singh S, Collins OC. The application of the logistic equation model to predict the remineralization characteristics of desensitizing paste. Int J Dent 2019; 2019 7528154
The application of the logistic equation model to predict the remineralization characteristics of desensitizing paste.Crossref | GoogleScholarGoogle Scholar | 31687027PubMed |

[25]  Sullivan GM, Feinn R. Using effect size—or why the P value is not enough. J Grad Med Educ 2012; 4 279–82.
Using effect size—or why the P value is not enough.Crossref | GoogleScholarGoogle Scholar | 23997866PubMed |

[26]  Bettinardi RG. computeCohen_d(x1, x2, varargin). 2020. Available at: https://au.mathworks.com/matlabcentral/fileexchange/62957-computecohen_d-x1-x2-varargin

[27]  Durlak JA. How to select, calculate, and interpret effect sizes. J Pediatr Psychol 2009; 34 917–28.
How to select, calculate, and interpret effect sizes.Crossref | GoogleScholarGoogle Scholar | 19223279PubMed |

[28]  DeMarino C, Cowen M, Pleet ML, Pinto DO, Khatkar P, Erickson J, et al. Differences in transcriptional dynamics between t-cells and macrophages as determined by a three-state mathematical model. Sci Rep 2020; 10 2227
Differences in transcriptional dynamics between t-cells and macrophages as determined by a three-state mathematical model.Crossref | GoogleScholarGoogle Scholar | 32042107PubMed |

[29]  Reece M, Herbenick D, Schick V, Sanders SA, Dodge B, Fortenberry JD. Sexual behaviors, relationships, and perceived health among adult men in the United States: results from a national probability sample. J Sex Med 2010; 7 291–304.
Sexual behaviors, relationships, and perceived health among adult men in the United States: results from a national probability sample.Crossref | GoogleScholarGoogle Scholar | 21029386PubMed |

[30]  Chow EPF, Cornelisse VJ, Read TRH, Lee D, Walker S, Hocking JS, et al. Saliva use as a lubricant for anal sex is a risk factor for rectal gonorrhoea among men who have sex with men, a new public health message: a cross-sectional survey. Sex Transm Infect 2016; 92 532–6.
Saliva use as a lubricant for anal sex is a risk factor for rectal gonorrhoea among men who have sex with men, a new public health message: a cross-sectional survey.Crossref | GoogleScholarGoogle Scholar | 26941362PubMed |

[31]  Chow EPF, Cornelisse VJ, Read TRH, Chen MY, Bradshaw CS, Fairley CK. Saliva use in sex: associations with use of smartphone dating applications in men who have sex with men. Int J STD AIDS 2018; 29 362–6.
Saliva use in sex: associations with use of smartphone dating applications in men who have sex with men.Crossref | GoogleScholarGoogle Scholar |

[32]  Cornelisse VJ, Fairley CK, Read TRH, Lee D, Walker S, Hocking JS, et al. Associations between anorectal chlamydia and oroanal sex or saliva use as a lubricant for anal sex: a cross-sectional survey. Sex Transm Dis 2018; 45 506–10.
Associations between anorectal chlamydia and oroanal sex or saliva use as a lubricant for anal sex: a cross-sectional survey.Crossref | GoogleScholarGoogle Scholar | 29465648PubMed |

[33]  Chow EPF, Vodstrcil LA, Williamson DA, Maddaford K, Hocking JS, Ashcroft M, et al. Incidence and duration of incident oropharyngeal gonorrhoea and chlamydia infections among men who have sex with men: prospective cohort study. Sex Transm Infect 2021; 97 452–7.
Incidence and duration of incident oropharyngeal gonorrhoea and chlamydia infections among men who have sex with men: prospective cohort study.Crossref | GoogleScholarGoogle Scholar | 33208509PubMed |

[34]  Rosenberger JG, Reece M, Schick V, Herbenick D, Novak DS, Van Der Pol B, et al. Sexual behaviors and situational characteristics of most recent male-partnered sexual event among gay and bisexually identified men in the United States. J Sex Med 2011; 8 3040–50.
Sexual behaviors and situational characteristics of most recent male-partnered sexual event among gay and bisexually identified men in the United States.Crossref | GoogleScholarGoogle Scholar | 21883941PubMed |

[35]  Fairley CK, Cornelisse VJ, Hocking JS, Chow EPF. Models of gonorrhoea transmission from the mouth and saliva. Lancet Infect Dis 2019; 19 e360–6.
Models of gonorrhoea transmission from the mouth and saliva.Crossref | GoogleScholarGoogle Scholar | 31324517PubMed |

[36]  Willmott FE. Transfer of gonococcal pharyngitis by kissing? Br J Vener Dis 1974; 50 317–8.
Transfer of gonococcal pharyngitis by kissing?Crossref | GoogleScholarGoogle Scholar | 4424151PubMed |

[37]  Zhang K, Li D, Li H, Beck EJ. Changing sexual attitudes and behaviour in China: implications for the spread of HIV and other sexually transmitted diseases. AIDS Care 1999; 11 581–9.
Changing sexual attitudes and behaviour in China: implications for the spread of HIV and other sexually transmitted diseases.Crossref | GoogleScholarGoogle Scholar | 10755033PubMed |

[38]  Barbee LA, Khosropour CM, Soge OO, Hughes JP, Haglund M, Yeung W, et al. The natural history of rectal gonococcal and chlamydial infections: the exgen study. Clin Infect Dis 2021; ciab680
The natural history of rectal gonococcal and chlamydial infections: the exgen study.Crossref | GoogleScholarGoogle Scholar | 34355734PubMed |