Quantitative HIV-1-specific antibodies as predictors of peripheral blood cell-associated HIV-1 DNA concentrations
AuthorsMcManus, Margaret M.
Pediatric HIV/AIDS Cohort Study
UMass Chan AffiliationsUMass Center for Clinical and Translational Science
Program in Molecular Medicine
Document TypeJournal Article
Immunology of Infectious Disease
Immunoprophylaxis and Therapy
Translational Medical Research
MetadataShow full item record
AbstractOBJECTIVE: This study evaluated HIV-1 antibody levels as predictors of cell-associated HIV-1 DNA levels in perinatally infected (PHIV) children with long-term viral suppression on antiretroviral therapy (ART). DESIGN: HIV-1 antibody and HIV-1 DNA levels were measured in blood specimens from 61 children and adolescents from the Pediatric HIV/AIDS Cohort Study: Adolescent Master Protocol. Twenty perinatally HIV-1-exposed, uninfected children studied through 2 years served as controls. METHODS: HIV-1 IgG antibodies to six HIV-1 proteins were measured by quantitative ELISA; HIV-1 DNA levels were measured by droplet digital PCR. RESULTS: Among 13 children with viral suppression at less than 1 year, antibodies to gp160 and gp41 were low but stable longitudinally; antibodies to p17, p24, and RT decreased, and antibodies to p31 were low or undetectable. Among 48 children with viral suppression between 1 and 5 years, antibody levels to all six HIV-1 proteins were higher than in children with earlier viral suppression and remained high over time. A receiver operator curve approach identified gp41 and gp160 as useful predictors of HIV-1 DNA less than 10 or less than 100 copies per million PBMC (cpm); C-statistics including all antibodies ranged from 0.75 to 0.77. An ensemble learning approach also identified gp41 and gp160 as important predictors of HIV-1 DNA less than 10 or less than 100 cpm; area under the curve estimates utilizing all HIV-1 antibodies ranged from 0.70 to 0.81. CONCLUSION: Quantitative HIV-1 gp41 and gp160 antibody levels may serve as rapid, inexpensive screening tools for low PBMC HIV-1 DNA levels in children with viral suppression on ART, facilitating inclusion into remission protocols.
McManus M, Karalius B, Patel K, Persaud D, Luzuriaga K; Pediatric HIV/AIDS Cohort Study. Quantitative HIV-1-specific antibodies as predictors of peripheral blood cell-associated HIV-1 DNA concentrations. AIDS. 2020 Jul 1;34(8):1117-1126. doi: 10.1097/QAD.0000000000002525. PMID: 32287055; PMCID: PMC7573836. Link to article on publisher's site
Permanent Link to this Itemhttp://hdl.handle.net/20.500.14038/29733