title: Using HIV Viral Load From Surveillance to Estimate the Timing of Antiretroviral Therapy Initiation.
abstract: HIV surveillance programs do not typically collect comprehensive data on antiretroviral therapy (ART). We validated a population-based measure of ART initiation that uses HIV viral load (VL) results in the absence of data on ART.
  
  
  
  We used CD4/VL data reported to NYC HIV Surveillance for persons aged ≥13 years and diagnosed with HIV from 2006 to 2012 to validate estimates of ART initiation date based on 3 ART initiation definitions: (1) ≥1-log decline in copies per milliliter between 2 VLs over 3 months; (2) ≥2-log decline in copies per milliliter between 2 VLs over 3 months; and (3) the earliest of either a ≥1-log decline in VL over 3 months, or a change from detectable VL to undetectable VL (<400 copies/mL) over any interval. We plotted median CD4 counts by quarter before and after ART initiation to compare estimated initiation date with nadir of the CD4 trajectory.
  
  
  
  A total of 24,348 persons were diagnosed with HIV in NYC from 2006 to 2012. In all, 12,123 persons had probable ART initiation based on ≥2-log decline, 12,719 based on ≥1-log decline, and 14,311 based on ≥1-log decline or detectable-undetectable change. Lowest median CD4 count occurred at the estimated ART initiation date for all 3 definitions. The definition based on a ≥1-log VL decline or a change from detectable to undetectable VL captured more ART initiations and identified earlier initiation dates.
  
  
  
  Serial VL measures are a valid source for estimating ART initiation. A definition that includes a ≥1-log VL decline or a change from detectable to undetectable VL performed best.
authors.affiliation: *New York City Department of Health and Mental Hygiene, Queens, NY; †Institute for Implementation Science in Population Health and School of Public Health, City University of New York, New York, NY.
authors.forename: Sarah L
authors.initials: SL
authors.lastname: Braunstein
authors.forename: McKaylee M
authors.initials: MM
authors.lastname: Robertson
authors.forename: Julie
authors.initials: J
authors.lastname: Myers
authors.forename: Denis
authors.initials: D
authors.lastname: Nash
mesh_terms: D000328:Adult; D019380:Anti-HIV Agents / Q000627:therapeutic use*; D005260:Female; D015658:HIV Infections / Q000188:drug therapy* / Q000821:virology; D006801:Humans; D008297:Male; D019562:Viral Load
chemical_list: D019380:Anti-HIV Agents