Cheng Wang:
ORCID: https://orcid.org/0000-0001-8000-9969
Role: ConceptualizationRole: Data curationRole: Formal analysisRole: MethodologyRole:
Writing – original draftRole: Writing – review & editing
Jason J. Ong:
ORCID: https://orcid.org/0000-0001-5784-7403
Role: ConceptualizationRole: MethodologyRole: Writing – original draftRole: Writing
– review & editing
Peizhen Zhao: Role: Data curationRole: Formal analysis
Ann Marie Weideman:
ORCID: https://orcid.org/0000-0002-1653-9102
Role: Data curationRole: Formal analysisRole: SoftwareRole: Writing – review & editing
Weiming Tang:
ORCID: https://orcid.org/0000-0002-9026-707X
Role: ConceptualizationRole: MethodologyRole: Writing – review & editing
M. Kumi Smith:
ORCID: https://orcid.org/0000-0001-5861-8100
Role: MethodologyRole: Writing – review & editing
Michael Marks:
ORCID: https://orcid.org/0000-0002-7585-4743
Role: MethodologyRole: Writing – review & editing
Hongyun Fu:
ORCID: https://orcid.org/0000-0002-9964-023X
Role: MethodologyRole: Writing – review & editing
Weibin Cheng:
ORCID: https://orcid.org/0000-0002-9845-6676
Role: Methodology
Fern Terris-Prestholt:
ORCID: https://orcid.org/0000-0003-1693-5196
Role: Formal analysis
Heping Zheng:
ORCID: https://orcid.org/0000-0002-9846-975X
Role: Visualization
Joseph D. Tucker:
ORCID: https://orcid.org/0000-0003-2804-1181
Role: ConceptualizationRole: Funding acquisitionRole: MethodologyRole: Project administrationRole:
Writing – review & editing
Bin Yang: Role: Project administration
Sydney Rosen: Role: Academic Editor
Journal ID (nlm-ta): PLoS Med
Journal ID (iso-abbrev): PLoS Med
Journal ID (publisher-id): plos
Title:
PLoS Medicine
Publisher:
Public Library of Science
(San Francisco, CA USA
)
ISSN
(Print):
1549-1277
ISSN
(Electronic):
1549-1676
Publication date
(Electronic):
2
March
2022
Publication date Collection:
March
2022
Volume: 19
Issue: 3
Electronic Location Identifier: e1003930
Affiliations
[1
]
Dermatology Hospital of Southern Medical University, Guangzhou, Guangdong, China
[2
]
Southern Medical University Institute for Global Health and Sexually Transmitted Diseases,
Guangzhou, Guangdong, China
[3
]
Faculty of Infectious and Tropical Diseases, London School of Hygiene & Tropical Medicine,
London, United Kingdom
[4
]
Central Clinical School, Monash University, Victoria, Melbourne, Australia
[5
]
Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill,
North Carolina, United States of America
[6
]
Center for AIDS Research Biostatistics Core, University of North Carolina at Chapel
Hill, Chapel Hill, North Carolina, United States of America
[7
]
University of North Carolina Project-China, Guangzhou, Guangdong, China
[8
]
Division of Epidemiology and Community Health, University of Minnesota Twin Cities,
Minneapolis, Minnesota, United States of America
[9
]
Division of Community Health and Research, Eastern Virginia Medical School, Norfolk,
Virginia, United States of America
[10
]
Department of Global Health and Development, London School of Hygiene & Tropical Medicine,
London, United Kingdom
[11
]
Institute for Global Health and Infectious Diseases, School of Medicine, University
of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
Boston University School of Public Health, UNITED STATES
Author notes
The authors have declared that no competing interests exist.
Author information
Article
Publisher ID:
PMEDICINE-D-21-02784
DOI: 10.1371/journal.pmed.1003930
PMC ID: 8890628
PubMed ID: 35235573
SO-VID: 1d99c7fd-d257-4949-8d09-a774eaaeced1
Copyright © © 2022 Wang et al
License:
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.
Funded by:
national natural science foundation of china
Award ID: 81772240
Award Recipient
:
Bin Yang
YB received award from National Natural Science Foundation of China (81772240). The
funders had no role in study design, data collection and analysis, decision to publish,
or preparation of the manuscript.
Subject:
Research Article
Subject:
Medicine and Health Sciences
Subject:
Urology
Subject:
Genitourinary Infections
Subject:
Syphilis
Subject:
Medicine and Health Sciences
Subject:
Medical Conditions
Subject:
Infectious Diseases
Subject:
Sexually Transmitted Diseases
Subject:
Syphilis
Subject:
Medicine and Health Sciences
Subject:
Medical Conditions
Subject:
Infectious Diseases
Subject:
Bacterial Diseases
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Treponematoses
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Syphilis
Subject:
Medicine and Health Sciences
Subject:
Medical Conditions
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Tropical Diseases
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Neglected Tropical Diseases
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Treponematoses
Subject:
Syphilis
Subject:
Medicine and Health Sciences
Subject:
Diagnostic Medicine
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Virus Testing
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People and Places
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Population Groupings
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Sexuality Groupings
Subject:
Men WHO Have Sex with Men
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Biology and Life Sciences
Subject:
Microbiology
Subject:
Medical Microbiology
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Microbial Pathogens
Subject:
Viral Pathogens
Subject:
Immunodeficiency Viruses
Subject:
HIV
Subject:
Medicine and Health Sciences
Subject:
Pathology and Laboratory Medicine
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Pathogens
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Microbial Pathogens
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Viral Pathogens
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Immunodeficiency Viruses
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HIV
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Biology and Life Sciences
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Organisms
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Viruses
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Viral Pathogens
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Immunodeficiency Viruses
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HIV
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Biology and Life Sciences
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Organisms
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Viruses
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Immunodeficiency Viruses
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HIV
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Biology and life sciences
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Organisms
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Viruses
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RNA viruses
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Retroviruses
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Lentivirus
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HIV
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Biology and Life Sciences
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Microbiology
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Medical Microbiology
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Microbial Pathogens
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Viral Pathogens
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Retroviruses
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Lentivirus
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HIV
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Medicine and Health Sciences
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Pathology and Laboratory Medicine
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Pathogens
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Microbial Pathogens
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Viral Pathogens
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Retroviruses
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Lentivirus
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HIV
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Biology and Life Sciences
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Organisms
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Viruses
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Viral Pathogens
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Retroviruses
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Lentivirus
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HIV
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Medicine and Health Sciences
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Clinical Medicine
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Clinical Trials
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Randomized Controlled Trials
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Medicine and Health Sciences
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Pharmacology
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Drug Research and Development
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Clinical Trials
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Randomized Controlled Trials
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Research and Analysis Methods
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Clinical Trials
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Randomized Controlled Trials
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Research and Analysis Methods
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Research Design
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Survey Research
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Surveys
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Medicine and Health Sciences
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Epidemiology
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Medical Risk Factors
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Medicine and Health Sciences
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Medical Conditions
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Infectious Diseases
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Viral Diseases
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Covid 19