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


Journal

PLoS computational biology
ISSN: 1553-7358
Titre abrégé: PLoS Comput Biol
Pays: United States
ID NLM: 101238922

Informations de publication

Date de publication:
10 2021
Historique:
received: 28 01 2021
accepted: 05 10 2021
revised: 05 11 2021
pubmed: 27 10 2021
medline: 15 12 2021
entrez: 26 10 2021
Statut: epublish

Résumé

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.

Identifiants

pubmed: 34699524
doi: 10.1371/journal.pcbi.1009529
pii: PCOMPBIOL-D-21-00159
pmc: PMC8570495
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e1009529

Déclaration de conflit d'intérêts

I have read the journal’s policy and the authors of this manuscript have the following competing interests: HFG, outside of this study, report grants from Swiss HIV Cohort Study, grants from Swiss National Science Foundation, grants from NIH, grants from Gilead unrestricted research grant, personal fees from Advisor/consultant for Merck, ViiV healthcare and Gilead Sciences and member of DSMB for Merck, grants from Yvonne Jacob Foundation. The institution of MC received research grants from Gilead, ViiV and MSD. All other authors declare no competing interests.

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Auteurs

Suraj Balakrishna (S)

Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.
Institute of Medical Virology, University of Zurich, Zurich, Switzerland.

Luisa Salazar-Vizcaya (L)

Department of Infectious Diseases, Bern University Hospital, University of Bern, Bern, Switzerland.

Axel J Schmidt (AJ)

Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital St. Gallen, Switzerland.
Sigma Research, London School of Hygiene and Tropical Medicine, United Kingdom.

Viacheslav Kachalov (V)

Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.
Institute of Medical Virology, University of Zurich, Zurich, Switzerland.

Katharina Kusejko (K)

Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.
Institute of Medical Virology, University of Zurich, Zurich, Switzerland.

Maria Christine Thurnheer (MC)

Department of Infectious Diseases, Bern University Hospital, University of Bern, Bern, Switzerland.

Jan A Roth (JA)

Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, University of Basel, Basel, Switzerland.
Basel Institute for Clinical Epidemiology, University Hospital Basel, Basel, Switzerland.
Division of Research and Analytical Services, Department of Informatics, University Hospital Basel, Basel, Switzerland.

Dunja Nicca (D)

Institute of Nursing Science, University of Basel, Basel, Switzerland.

Matthias Cavassini (M)

Division of Infectious Diseases, Lausanne University Hospital, Lausanne, Switzerland.

Manuel Battegay (M)

Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, University of Basel, Basel, Switzerland.

Patrick Schmid (P)

Division of Infectious Diseases and Hospital Epidemiology, Cantonal Hospital St. Gallen, Switzerland.

Enos Bernasconi (E)

Division of Infectious Diseases, Regional Hospital Lugano, Lugano, Switzerland.

Huldrych F Günthard (HF)

Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.
Institute of Medical Virology, University of Zurich, Zurich, Switzerland.

Andri Rauch (A)

Department of Infectious Diseases, Bern University Hospital, University of Bern, Bern, Switzerland.

Roger D Kouyos (RD)

Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, Zurich, Switzerland.
Institute of Medical Virology, University of Zurich, Zurich, Switzerland.

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