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A modeling framework to inform preexposure prophylaxis initiation and retention scale-up in the context of 'Getting to Zero' initiatives
被引:25
|作者:
Khanna, Aditya S.
[1
,2
]
Schneider, John A.
[1
,2
]
Collier, Nicholson
[3
]
Ozik, Jonathan
[3
]
Issema, Rodal
[1
,2
]
di Paola, Angela
[4
]
Skwara, Abigail
[1
,2
]
Ramachandran, Arthi
[1
,2
]
Webb, Jeannette
[1
,2
]
Brewer, Russell
[1
,2
]
Cunningham, William
[5
]
Hilliard, Charles
[6
]
Ramani, Santhoshini
[1
,2
]
Fujimoto, Kayo
[4
]
Harawa, Nina
[6
,7
]
Ridgway, Jessica
Lemos, Diana
Phillips, Gregory
Benbow, Nanette
Schuette, Stephanie
Hayford, Christina
Beringer, Gary
McNulty, Moira
Fierro, Roger
Johnson, Amy
Lindeman, Peter
机构:
[1] Univ Chicago, Chicago Ctr HIV Eliminat, 5837 S Maryland Ave,MC 5065, Chicago, IL 60637 USA
[2] Univ Chicago, Dept Med, Chicago, IL 60637 USA
[3] Univ Chicago, Consortium Adv Sci & Engn, Chicago, IL 60637 USA
[4] Univ Texas Hlth Sci Ctr Houston UTHlth, Ctr Hlth Promot & Prevent Res, Houston, TX USA
[5] Univ Calif Los Angeles, Dept Hlth Policy & Management, Los Angeles, CA USA
[6] Charles R Drew Univ, Dept Psychiat & Human Behav, Los Angeles, CA USA
[7] Univ Calif Los Angeles, Dept Epidemiol, Los Angeles, CA USA
来源:
关键词:
computer simulation;
data mining;
HIV infections;
preexposure prophylaxis;
preventive medicine;
sexual and sex minorities;
YOUNG BLACK-MEN;
HIV-INFECTION;
ANTIRETROVIRAL TREATMENT;
UNITED-STATES;
SEX;
IMPACT;
PREVENTION;
RISK;
PREP;
TRANSMISSION;
D O I:
10.1097/QAD.0000000000002290
中图分类号:
R392 [医学免疫学];
Q939.91 [免疫学];
学科分类号:
100102 ;
摘要:
Objective(s): 'Getting to Zero' (GTZ) initiatives aim to eliminate new HIV infections over a projected time frame. Increased preexposure prophylaxis (PrEP) uptake among populations with the highest HIV incidence, such as young Black MSM, is necessary to accomplish this aim. Agent-based network models (ABNMs) can help guide policymakers on strategies to increase PrEP uptake. Design: Effective PrEP implementation requires a model that incorporates the dynamics of interventions and dynamic feedbacks across multiple levels including virus, host, behavior, networks, and population. ABNMs are a powerful tool to incorporate these processes. Methods: An ABNM, designed for and parameterized using data for young Black MSM in Illinois, was used to compare the impact of PrEP initiation and retention interventions on HIV incidence after 10 years, consistent with GTZ timelines. Initiation interventions selected individuals in serodiscordant partnerships, or in critical sexual network positions, and compared with a controlled setting where PrEP initiators were randomly selected. Retention interventions increased the mean duration of PrEP use. A combination intervention modeled concurrent increases in PrEP initiation and retention. Results: Selecting HIV-negative individuals for PrEP initiation in serodiscordant partnerships resulted in the largest HIV incidence declines, relative to other interventions. For a given PrEP uptake level, distributing effort between increasing PrEP initiation and retention in combination was approximately as effective as increasing only one exclusively. Conclusion: Simulation results indicate that expanded PrEP interventions alone may not accomplish GTZ goals within a decade, and integrated scale-up of PrEP, antiretroviral therapy, and other interventions might be necessary.
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页码:1911 / 1922
页数:12
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