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Updated: Apr 22, 2026

Genotypic Inference of HIV-1 Tropism Using Population-based Sequencing of V3
Published on: December 27, 2010
Risk of breast cancer with CXCR4-using HIV defined by V3 loop sequencing
James J Goedert1, Luke C Swenson, Laura A Napolitano
1*Infections and Immunoepidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD; †British Columbia Centre for Excellence in HIV/AIDS, Vancouver, BC, Canada; ‡Monogram Biosciences, South San Francisco, CA; §Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, NY; ‖Maimonides Medical Center and State University of New York Health Sciences Center at Brooklyn, New York, NY; ¶Georgetown University School of Medicine, Washington, DC; #City of Hope National Medical Center, Duarte, CA; **Keck School of Medicine, University of Southern California, Los Angeles, CA; ††Departments of Medicine, Stroger Hospital and Rush University, Chicago, IL; ‡‡Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; §§Department of Physiological Nursing; and ‖‖The Institute for Human Genetics, University of California, San Francisco, CA; and Departments of ¶¶Clinical Pharmacy; and ##Medicine, University of California, San Francisco, CA.
Objective:
Evaluate the risk of female breast cancer associated with HIV-CXCR4 (X4) tropism as determined by various genotypic measures.
Methods:
A breast cancer case-control study, with pairwise comparisons of tropism determination methods, was conducted. From the Women's Interagency HIV Study repository, one stored plasma specimen was selected from 25 HIV-infected cases near the breast cancer diagnosis date and 75 HIV-infected control women matched for age and calendar date. HIV-gp120 V3 sequences were derived by Sanger population sequencing (PS) and 454-pyro deep sequencing (DS). Sequencing-based HIV-X4 tropism was defined using the geno2pheno algorithm, with both high-stringency DS [false-positive rate (3.5) and 2% X4 cutoff], and lower stringency DS (false-positive rate, 5.75 and 15% X4 cutoff). Concordance of tropism results by PS, DS, and previously performed phenotyping was assessed with kappa (κ) statistics. Case-control comparisons used exact P values and conditional logistic regression.
Results:
In 74 women (19 cases, 55 controls) with complete results, prevalence of HIV-X4 by PS was 5% in cases vs 29% in controls (P = 0.06; odds ratio, 0.14; confidence interval: 0.003 to 1.03). Smaller case-control prevalence differences were found with high-stringency DS (21% vs 36%, P = 0.32), lower stringency DS (16% vs 35%, P = 0.18), and phenotyping (11% vs 31%, P = 0.10). HIV-X4 tropism concordance was best between PS and lower stringency DS (93%, κ = 0.83). Other pairwise concordances were 82%-92% (κ = 0.56-0.81). Concordance was similar among cases and controls.
Conclusions:
HIV-X4 defined by population sequencing (PS) had good agreement with lower stringency DS and was significantly associated with lower odds of breast cancer.
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