Martin Hoenigl1, Nadir Weibel2, Sanjay R Mehta3, Christy M Anderson4, Jeffrey Jenks4, Nella Green4, Sara Gianella4, Davey M Smith3, Susan J Little4. 1. Division of Infectious Diseases, University of California, San Diego Section of Infectious Diseases and Tropical Medicine Division of Pulmonology, Department of Internal Medicine, Medical University of Graz, Austria. 2. Department of Computer Science and Engineering, University of California, San Diego. 3. Division of Infectious Diseases, University of California, San Diego Veterans Affairs Healthcare System, San Diego, California. 4. Division of Infectious Diseases, University of California, San Diego.
Abstract
BACKGROUND: Although men who have sex with men (MSM) represent a dominant risk group for human immunodeficiency virus (HIV), the risk of HIV infection within this population is not uniform. The objective of this study was to develop and validate a score to estimate incident HIV infection risk. METHODS: Adult MSM who were tested for acute and early HIV (AEH) between 2008 and 2014 were retrospectively randomized 2:1 to a derivation and validation dataset, respectively. Using the derivation dataset, each predictor associated with an AEH outcome in the multivariate prediction model was assigned a point value that corresponded to its odds ratio. The score was validated on the validation dataset using C-statistics. RESULTS: Data collected at a single HIV testing encounter from 8326 unique MSM were analyzed, including 200 with AEH (2.4%). Four risk behavior variables were significantly associated with an AEH diagnosis (ie, incident infection) in multivariable analysis and were used to derive the San Diego Early Test (SDET) score: condomless receptive anal intercourse (CRAI) with an HIV-positive MSM (3 points), the combination of CRAI plus ≥5 male partners (3 points), ≥10 male partners (2 points), and diagnosis of bacterial sexually transmitted infection (2 points)-all as reported for the prior 12 months. The C-statistic for this risk score was >0.7 in both data sets. CONCLUSIONS: The SDET risk score may help to prioritize resources and target interventions, such as preexposure prophylaxis, to MSM at greatest risk of acquiring HIV infection. The SDET risk score is deployed as a freely available tool at http://sdet.ucsd.edu.
BACKGROUND: Although men who have sex with men (MSM) represent a dominant risk group for human immunodeficiency virus (HIV), the risk of HIV infection within this population is not uniform. The objective of this study was to develop and validate a score to estimate incident HIV infection risk. METHODS: Adult MSM who were tested for acute and early HIV (AEH) between 2008 and 2014 were retrospectively randomized 2:1 to a derivation and validation dataset, respectively. Using the derivation dataset, each predictor associated with an AEH outcome in the multivariate prediction model was assigned a point value that corresponded to its odds ratio. The score was validated on the validation dataset using C-statistics. RESULTS: Data collected at a single HIV testing encounter from 8326 unique MSM were analyzed, including 200 with AEH (2.4%). Four risk behavior variables were significantly associated with an AEH diagnosis (ie, incident infection) in multivariable analysis and were used to derive the San Diego Early Test (SDET) score: condomless receptive anal intercourse (CRAI) with an HIV-positive MSM (3 points), the combination of CRAI plus ≥5 male partners (3 points), ≥10 male partners (2 points), and diagnosis of bacterial sexually transmitted infection (2 points)-all as reported for the prior 12 months. The C-statistic for this risk score was >0.7 in both data sets. CONCLUSIONS: The SDET risk score may help to prioritize resources and target interventions, such as preexposure prophylaxis, to MSM at greatest risk of acquiring HIV infection. The SDET risk score is deployed as a freely available tool at http://sdet.ucsd.edu.
Authors: Michael W Plankey; David G Ostrow; Ron Stall; Christopher Cox; Xiuhong Li; James A Peck; Lisa P Jacobson Journal: J Acquir Immune Defic Syndr Date: 2007-05-01 Impact factor: 3.731
Authors: C Bradley Hare; Brandee L Pappalardo; Michael P Busch; Annika C Karlsson; Bruce H Phelps; Steven S Alexander; Christopher Bentsen; Clarissa A Ramstead; Douglas F Nixon; Jay A Levy; Frederick M Hecht Journal: Clin Infect Dis Date: 2006-01-23 Impact factor: 9.079
Authors: Susan P Buchbinder; Eric Vittinghoff; Patrick J Heagerty; Connie L Celum; George R Seage; Franklyn N Judson; David McKirnan; Kenneth H Mayer; Beryl A Koblin Journal: J Acquir Immune Defic Syndr Date: 2005-05-01 Impact factor: 3.731
Authors: Diane E Bennett; Ricardo J Camacho; Dan Otelea; Daniel R Kuritzkes; Hervé Fleury; Mark Kiuchi; Walid Heneine; Rami Kantor; Michael R Jordan; Jonathan M Schapiro; Anne-Mieke Vandamme; Paul Sandstrom; Charles A B Boucher; David van de Vijver; Soo-Yon Rhee; Tommy F Liu; Deenan Pillay; Robert W Shafer Journal: PLoS One Date: 2009-03-06 Impact factor: 3.240
Authors: Kimberly A Powers; William C Miller; Christopher D Pilcher; Clement Mapanje; Francis E A Martinson; Susan A Fiscus; David A Chilongozi; David Namakhwa; Matthew A Price; Shannon R Galvin; Irving F Hoffman; Myron S Cohen Journal: AIDS Date: 2007-10-18 Impact factor: 4.177
Authors: Sandra Schwarcz; Susan Scheer; Willi McFarland; Mitchell Katz; Linda Valleroy; Sanny Chen; Joseph Catania Journal: Am J Public Health Date: 2007-04-26 Impact factor: 9.308
Authors: Beryl A Koblin; Marla J Husnik; Grant Colfax; Yijian Huang; Maria Madison; Kenneth Mayer; Patrick J Barresi; Thomas J Coates; Margaret A Chesney; Susan Buchbinder Journal: AIDS Date: 2006-03-21 Impact factor: 4.177
Authors: Susan J Little; Sergei L Kosakovsky Pond; Christy M Anderson; Jason A Young; Joel O Wertheim; Sanjay R Mehta; Susanne May; Davey M Smith Journal: PLoS One Date: 2014-06-05 Impact factor: 3.240
Authors: Jeb Jones; Martin Hoenigl; Aaron J Siegler; Patrick S Sullivan; Susan Little; Eli Rosenberg Journal: Sex Transm Dis Date: 2017-05 Impact factor: 2.830
Authors: Kenneth H Mayer; Philip A Chan; Rupa R Patel; Charlene A Flash; Douglas S Krakower Journal: J Acquir Immune Defic Syndr Date: 2018-02-01 Impact factor: 3.731
Authors: Matthew R Beymer; Robert E Weiss; Perry N Halkitis; Farzana Kapadia; Danielle C Ompad; Linda Bourque; Robert K Bolan Journal: J Acquir Immune Defic Syndr Date: 2016-10-01 Impact factor: 3.731
Authors: Julie H Levison; Margarita Alegría; Ye Wang; Sheri L Markle; Larmiar Fuentes; Dianna L Mejia; Andrew Tarbox; Lucía Albarracín García; Lucía Cellerino; Nabila El-Bassel Journal: AIDS Behav Date: 2019-04
Authors: Christine M Khosropour; Julia C Dombrowksi; James P Hughes; Lisa E Manhart; Matthew R Golden Journal: Am J Epidemiol Date: 2016-09-08 Impact factor: 4.897
Authors: Martin Hoenigl; Antoine Chaillon; Sanjay R Mehta; Davey M Smith; Joshua Graff-Zivin; Susan J Little Journal: J Infect Date: 2016-08-11 Impact factor: 6.072
Authors: Elizabeth Wahome; Alexander N Thiong'o; Grace Mwashigadi; Oscar Chirro; Khamisi Mohamed; Evans Gichuru; John Mwambi; Matt A Price; Susan M Graham; Eduard J Sanders Journal: AIDS Behav Date: 2018-07