Literature DB >> 31490212

A modeling framework to inform preexposure prophylaxis initiation and retention scale-up in the context of 'Getting to Zero' initiatives.

Aditya S Khanna1,2, John A Schneider1,2, Nicholson Collier3, Jonathan Ozik3, Rodal Issema1,2, Angela di Paola4, Abigail Skwara1,2, Arthi Ramachandran1,2, Jeannette Webb1,2, Russell Brewer1,2, William Cunningham5, Charles Hilliard6, Santhoshini Ramani1,2, Kayo Fujimoto4, Nina Harawa6,7.   

Abstract

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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Year:  2019        PMID: 31490212      PMCID: PMC6760326          DOI: 10.1097/QAD.0000000000002290

Source DB:  PubMed          Journal:  AIDS        ISSN: 0269-9370            Impact factor:   4.177


  56 in total

1.  Very young gay and bisexual men are at risk for HIV infection: the San Francisco Bay Area Young Men's Survey II.

Authors:  C R Waldo; W McFarland; M H Katz; D MacKellar; L A Valleroy
Journal:  J Acquir Immune Defic Syndr       Date:  2000-06-01       Impact factor: 3.731

2.  Estimating the proportion of HIV transmissions from main sex partners among men who have sex with men in five US cities.

Authors:  Patrick S Sullivan; Laura Salazar; Susan Buchbinder; Travis H Sanchez
Journal:  AIDS       Date:  2009-06-01       Impact factor: 4.177

3.  statnet: Software Tools for the Representation, Visualization, Analysis and Simulation of Network Data.

Authors:  Mark S Handcock; David R Hunter; Carter T Butts; Steven M Goodreau; Martina Morris
Journal:  J Stat Softw       Date:  2008       Impact factor: 6.440

4.  Viral dynamics of acute HIV-1 infection.

Authors:  S J Little; A R McLean; C A Spina; D D Richman; D V Havlir
Journal:  J Exp Med       Date:  1999-09-20       Impact factor: 14.307

Review 5.  Design elements in implementation research: a structured review of child welfare and child mental health studies.

Authors:  John Landsverk; C Hendricks Brown; Jennifer Rolls Reutz; Lawrence Palinkas; Sarah McCue Horwitz
Journal:  Adm Policy Ment Health       Date:  2011-01

6.  Increasing public health partner services for human immunodeficiency virus: results of a second national survey.

Authors:  David A Katz; Matthew Hogben; Samuel W Dooley; Matthew R Golden
Journal:  Sex Transm Dis       Date:  2010-08       Impact factor: 2.830

7.  Five-year outcomes of initial patients treated in Botswana's National Antiretroviral Treatment Program.

Authors:  Hermann Bussmann; C William Wester; Ndwapi Ndwapi; Nicolas Grundmann; Tendani Gaolathe; John Puvimanasinghe; Ava Avalos; Madisa Mine; Khumo Seipone; Max Essex; Victor Degruttola; Richard G Marlink
Journal:  AIDS       Date:  2008-11-12       Impact factor: 4.177

8.  Frequent detection of acute primary HIV infection in men in Malawi.

Authors:  Christopher D Pilcher; Matthew A Price; Irving F Hoffman; Shannon Galvin; Francis E A Martinson; Peter N Kazembe; Joseph J Eron; William C Miller; Susan A Fiscus; Myron S Cohen
Journal:  AIDS       Date:  2004-02-20       Impact factor: 4.177

9.  Effectiveness of antiretroviral treatment in a South African program: a cohort study.

Authors:  Lara R Fairall; Max O Bachmann; Goedele M C Louwagie; Cloete van Vuuren; Perpetual Chikobvu; Dewald Steyn; Gillian H Staniland; Venessa Timmerman; Mpumelelo Msimanga; Chris J Seebregts; Andrew Boulle; Ralph Nhiwatiwa; Eric D Bateman; Merrick F Zwarenstein; Ronald D Chapman
Journal:  Arch Intern Med       Date:  2008-01-14

10.  The impact of pre-exposure prophylaxis (PrEP) on HIV epidemics in Africa and India: a simulation study.

Authors:  Debby C J Vissers; Hélène A C M Voeten; Nico J D Nagelkerke; J Dik F Habbema; Sake J de Vlas
Journal:  PLoS One       Date:  2008-05-07       Impact factor: 3.240

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1.  Ryan White programming that primarily supports clinical care falls short when core people needs are not met: further evidence from the medical monitoring project.

Authors:  John A Schneider; Alida Bouris
Journal:  AIDS       Date:  2022-08-01       Impact factor: 4.632

2.  Diagnosing PrEP Communication Self-Efficacy in a Community-Based Peer Leader Intervention for Black Sexual Minority Men.

Authors:  Lindsay E Young; Ashley Baird; John A Schneider
Journal:  AIDS Behav       Date:  2022-05-18

3.  Simulating the End of AIDS in New York: Using Participatory Dynamic Modeling to Improve Implementation of the Ending the Epidemic Initiative.

Authors:  Erika G Martin; Roderick H MacDonald; Daniel E Gordon; Carol-Ann Swain; Travis O'Donnell; John Helmeset; Adenantera Dwicaksono; James M Tesoriero
Journal:  Public Health Rep       Date:  2020 Jul/Aug       Impact factor: 2.792

4.  Added Benefits of Pre-Exposure Prophylaxis Use on HIV Incidence with Minimal Changes in Efficiency in the Context of High Treatment Engagement Among Men Who Have Sex with Men.

Authors:  Alyson L Singleton; Brandon D L Marshall; Xiao Zang; Amy S Nunn; William C Goedel
Journal:  AIDS Patient Care STDS       Date:  2020-11-19       Impact factor: 5.078

5.  Novel population-level proxy measures for suboptimal HIV preexposure prophylaxis initiation and persistence in the USA.

Authors:  Lorraine T Dean; Hsien-Yen Chang; William C Goedel; Philip A Chan; Jalpa A Doshi; Amy S Nunn
Journal:  AIDS       Date:  2021-11-15       Impact factor: 4.177

6.  Loss to Follow-Up and Re-Engagement in HIV Pre-Exposure Prophylaxis Care in the United States, 2013-2019.

Authors:  Jun Tao; Madeline C Montgomery; Robert Williams; Prasad Patil; Brooke G Rogers; Collette Sosnowy; Matthew Murphy; Alexandra Zanowick-Marr; Michaela Maynard; Siena C Napoleon; Christina Chu; Alexi Almonte; Amy S Nunn; Philip A Chan
Journal:  AIDS Patient Care STDS       Date:  2021-07       Impact factor: 5.944

Review 7.  Partnership dynamics in mathematical models and implications for representation of sexually transmitted infections: a review.

Authors:  Darcy White Rao; Margo M Wheatley; Steven M Goodreau; Eva A Enns
Journal:  Ann Epidemiol       Date:  2021-04-28       Impact factor: 6.996

8.  Identifying influential neighbors in social networks and venue affiliations among young MSM: a data science approach to predict HIV infection.

Authors:  Yang Xiang; Kayo Fujimoto; Fang Li; Qing Wang; Natascha Del Vecchio; John Schneider; Degui Zhi; Cui Tao
Journal:  AIDS       Date:  2021-05-01       Impact factor: 4.632

9.  Projecting the number of new HIV infections to formulate the "Getting to Zero" strategy in Illinois, USA.

Authors:  Aditya Subhash Khanna; Mert Edali; Jonathan Ozik; Nicholson Collier; Anna Hotton; Abigail Skwara; Babak Mahdavi Ardestani; Russell Brewer; Kayo Fujimoto; Nina Harawa; John A Schneider
Journal:  Math Biosci Eng       Date:  2021-05-06       Impact factor: 2.080

10.  Population Impact and Efficiency of Improvements to HIV PrEP Under Conditions of High ART Coverage Among San Francisco Men Who Have Sex With Men.

Authors:  Adrien Le Guillou; Susan Buchbinder; Hyman Scott; Albert Liu; Diane Havlir; Susan Scheer; Samuel M Jenness
Journal:  J Acquir Immune Defic Syndr       Date:  2021-12-01       Impact factor: 3.771

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