Assessing the drivers of syphilis among men who have sex with men in Switzerland reveals a key impact of screening frequency: A modelling study

Over the last decade, syphilis diagnoses among men-who-have-sex-with-men (MSM) have strongly increased in Europe. Understanding the drivers of the ongoing epidemic may aid to curb transmissions. In order to identify the drivers of syphilis transmission in MSM in Switzerland between 2006 and 2017 as...

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Main Authors: Anagnostopoulos, A. (Author), Balakrishna, S. (Author), Battegay, M. (Author), Bernasconi, E. (Author), Böni, J. (Author), Braun, D.L (Author), Bucher, H.C (Author), Calmy, A. (Author), Cavassini, M. (Author), Ciuffi, A. (Author), Dollenmaier, G. (Author), Egger, M. (Author), Elzi, L. (Author), Fehr, J. (Author), Fellay, J. (Author), Furrer, H. (Author), Fux, C.A (Author), Günthard, H. (Author), Günthard, H.F (Author), Haerry, D. (Author), Hasse, B. (Author), Hirsch, H.H (Author), Hoffmann, M. (Author), Hösli, I. (Author), Huber, M. (Author), Kachalov, V. (Author), Kahlert, C.R (Author), Kaiser, L. (Author), Keiser, O. (Author), Klimkait, T. (Author), Kouyos, R.D (Author), Kovari, H. (Author), Kusejko, K. (Author), Ledergerber, B. (Author), Martinetti, G. (Author), Martinez de Tejada, B. (Author), Marzolini, C. (Author), Metzner, K.J (Author), Müller, N. (Author), Nicca, D. (Author), Paioni, P. (Author), Pantaleo, G. (Author), Perreau, M. (Author), Rauch, A. (Author), Roth, J.A (Author), Rudin, C. (Author), Salazar-Vizcaya, L. (Author), Scherrer, A.U (Author), Schmid, P. (Author), Schmidt, A.J (Author), Speck, R. (Author), Stöckle, M. (Author), Tarr, P. (Author), the Swiss HIV Cohort Study (SHCS) (Author), Thurnheer, M.C (Author), Trkola, A. (Author), Vernazza, P. (Author), Wandeler, G. (Author), Weber, R. (Author), Yerly, S. (Author)
Format: Article
Language:English
Published: Public Library of Science 2021
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Online Access:View Fulltext in Publisher
LEADER 06408nam a2201417Ia 4500
001 10.1371-journal.pcbi.1009529
008 220427s2021 CNT 000 0 und d
020 |a 1553734X (ISSN) 
245 1 0 |a Assessing the drivers of syphilis among men who have sex with men in Switzerland reveals a key impact of screening frequency: A modelling study 
260 0 |b Public Library of Science  |c 2021 
856 |z View Fulltext in Publisher  |u https://doi.org/10.1371/journal.pcbi.1009529 
520 3 |a Over the last decade, syphilis diagnoses among men-who-have-sex-with-men (MSM) have strongly increased in Europe. Understanding the drivers of the ongoing epidemic may aid to curb transmissions. In order to identify the drivers of syphilis transmission in MSM in Switzerland between 2006 and 2017 as well as the effect of potential interventions, we set up an epidemiological model stratified by syphilis stage, HIV-diagnosis, and behavioral factors to account for syphilis infectiousness and risk for transmission. In the main model, we used 'reported non-steady partners' (nsP) as the main proxy for sexual risk. We parameterized the model using data from the Swiss HIV Cohort Study, Swiss Voluntary Counselling and Testing center, cross-sectional surveys among the Swiss MSM population, and published syphilis notifications from the Federal Office of Public Health. The main model reproduced the increase in syphilis diagnoses from 168 cases in 2006 to 418 cases in 2017. It estimated that between 2006 and 2017, MSM with HIV diagnosis had 45.9 times the median syphilis incidence of MSM without HIV diagnosis. Defining risk as condomless anal intercourse with nsP decreased model accuracy (sum of squared weighted residuals, 378.8 vs. 148.3). Counterfactual scenarios suggested that increasing screening of MSM without HIV diagnosis and with nsP from once every two years to twice per year may reduce syphilis incidence (at most 12.8% reduction by 2017). Whereas, increasing screening among MSM with HIV diagnosis and with nsP from once per year to twice per year may substantially reduce syphilis incidence over time (at least 63.5% reduction by 2017). The model suggests that reporting nsP regardless of condom use is suitable for risk stratification when modelling syphilis transmission. More frequent screening of MSM with HIV diagnosis, particularly those with nsP may aid to curb syphilis transmission. Copyright: © 2021 Balakrishna et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 
650 0 4 |a adult 
650 0 4 |a Adult 
650 0 4 |a Article 
650 0 4 |a biology 
650 0 4 |a bisexual male 
650 0 4 |a cohort analysis 
650 0 4 |a Computational Biology 
650 0 4 |a condom use 
650 0 4 |a controlled study 
650 0 4 |a disease duration 
650 0 4 |a disease transmission 
650 0 4 |a HIV Infections 
650 0 4 |a homosexual male 
650 0 4 |a Homosexuality, Male 
650 0 4 |a human 
650 0 4 |a Human immunodeficiency virus infection 
650 0 4 |a Human immunodeficiency virus infection 
650 0 4 |a Humans 
650 0 4 |a incidence 
650 0 4 |a Incidence 
650 0 4 |a infection risk 
650 0 4 |a major clinical study 
650 0 4 |a male 
650 0 4 |a Male 
650 0 4 |a male homosexuality 
650 0 4 |a mass screening 
650 0 4 |a Mass Screening 
650 0 4 |a mathematical model 
650 0 4 |a men who have sex with men 
650 0 4 |a middle aged 
650 0 4 |a Middle Aged 
650 0 4 |a risk behavior 
650 0 4 |a risk factor 
650 0 4 |a screening 
650 0 4 |a Switzerland 
650 0 4 |a Switzerland 
650 0 4 |a syphilis 
650 0 4 |a syphilis 
650 0 4 |a Syphilis 
650 0 4 |a unsafe sex 
650 0 4 |a Unsafe Sex 
700 1 |a Anagnostopoulos, A.  |e author 
700 1 |a Balakrishna, S.  |e author 
700 1 |a Battegay, M.  |e author 
700 1 |a Battegay, M.  |e author 
700 1 |a Bernasconi, E.  |e author 
700 1 |a Bernasconi, E.  |e author 
700 1 |a Böni, J.  |e author 
700 1 |a Braun, D.L.  |e author 
700 1 |a Bucher, H.C.  |e author 
700 1 |a Calmy, A.  |e author 
700 1 |a Cavassini, M.  |e author 
700 1 |a Cavassini, M.  |e author 
700 1 |a Ciuffi, A.  |e author 
700 1 |a Dollenmaier, G.  |e author 
700 1 |a Egger, M.  |e author 
700 1 |a Elzi, L.  |e author 
700 1 |a Fehr, J.  |e author 
700 1 |a Fellay, J.  |e author 
700 1 |a Furrer, H.  |e author 
700 1 |a Fux, C.A.  |e author 
700 1 |a Günthard, H.  |e author 
700 1 |a Günthard, H.F.  |e author 
700 1 |a Haerry, D.  |e author 
700 1 |a Hasse, B.  |e author 
700 1 |a Hirsch, H.H.  |e author 
700 1 |a Hoffmann, M.  |e author 
700 1 |a Hösli, I.  |e author 
700 1 |a Huber, M.  |e author 
700 1 |a Kachalov, V.  |e author 
700 1 |a Kahlert, C.R.  |e author 
700 1 |a Kaiser, L.  |e author 
700 1 |a Keiser, O.  |e author 
700 1 |a Klimkait, T.  |e author 
700 1 |a Kouyos, R.D.  |e author 
700 1 |a Kouyos, R.D.  |e author 
700 1 |a Kovari, H.  |e author 
700 1 |a Kusejko, K.  |e author 
700 1 |a Ledergerber, B.  |e author 
700 1 |a Martinetti, G.  |e author 
700 1 |a Martinez de Tejada, B.  |e author 
700 1 |a Marzolini, C.  |e author 
700 1 |a Metzner, K.J.  |e author 
700 1 |a Müller, N.  |e author 
700 1 |a Nicca, D.  |e author 
700 1 |a Nicca, D.  |e author 
700 1 |a Paioni, P.  |e author 
700 1 |a Pantaleo, G.  |e author 
700 1 |a Perreau, M.  |e author 
700 1 |a Rauch, A.  |e author 
700 1 |a Rauch, A.  |e author 
700 1 |a Roth, J.A.  |e author 
700 1 |a Rudin, C.  |e author 
700 1 |a Salazar-Vizcaya, L.  |e author 
700 1 |a Scherrer, A.U.  |e author 
700 1 |a Schmid, P.  |e author 
700 1 |a Schmid, P.  |e author 
700 1 |a Schmidt, A.J.  |e author 
700 1 |a Speck, R.  |e author 
700 1 |a Stöckle, M.  |e author 
700 1 |a Tarr, P.  |e author 
700 1 |a the Swiss HIV Cohort Study (SHCS)  |e author 
700 1 |a Thurnheer, M.C.  |e author 
700 1 |a Trkola, A.  |e author 
700 1 |a Vernazza, P.  |e author 
700 1 |a Wandeler, G.  |e author 
700 1 |a Weber, R.  |e author 
700 1 |a Yerly, S.  |e author 
773 |t PLoS Computational Biology