Abstract
Wild-type viruses from the ViroLogic phenotype-genotype database were evaluated to determine the upper confidence limit of the drug susceptibility distributions, or "biological cutoffs," for the PhenoSense HIV phenotypic drug susceptibility assay. Definition of the natural variation in drug susceptibility in wild-type human immunodeficiency virus (HIV) type 1 isolates is necessary to determine the prevalence of innate drug resistance and to assess the capability of the PhenoSense assay to reliably measure subtle reductions in drug susceptibility. The biological cutoffs for each drug, defined by the 99th percentile of the fold change in the 50% inhibitory concentration distributions or the mean fold change plus 2 standard deviations, were lower than those previously reported for other phenotypic assays and lower than the clinically relevant cutoffs previously defined for the PhenoSense assay. The 99th percentile fold change values ranged from 1.2 (tenofovir) to 1.8 (zidovudine) for nucleoside reverse transcriptase RT inhibitors (RTIs), from 3.0 (efavirenz) to 6.2 (delavirdine) for nonnucleoside RTIs, and from 1.6 (lopinavir) to 3.6 (nelfinavir) for protease inhibitors. To evaluate the potential role of intrinsic assay variability in the observed variations in the drug susceptibilities of wild-type isolates, 10 reference viruses with different drug susceptibility patterns were tested 8 to 30 times each. The median coefficients of variation in fold change for the reference viruses ranged from 12 to 18% for all drugs except zidovudine (32%), strongly suggesting that the observed differences in wild-type virus susceptibility to the different drugs is related to intrinsic virus variability rather than assay variability. The low biological cutoffs and assay variability suggest that the PhenoSense HIV assay may assist in defining clinically relevant susceptibility cutoffs for resistance to antiretroviral drugs.
MeSH Terms
Anti-HIV Agents/pharmacology
Databases, Factual
Drug Resistance, Viral
Genotype
HIV-1/drug effects,genetics
Humans
Microbial Sensitivity Tests
Mutation
Phenotype
Chemicals
Anti-HIV Agents
Authors & Affiliations
6 authors, click to expand affiliations / ORCID
Parkin N T
ViroLogic, Inc., South San Francisco, California 94080, USA. nparkin@virologic.com
Hellmann N S
Whitcomb J M
Kiss L
Chappey C
Petropoulos C J
References (24)
24 references, click to expand
-
Broad nucleoside reverse-transcriptase inhibitor cross-resistance in human immunodeficiency virus type 1 clinical isolates.
J Infect Dis. 2003 Oct 1;188(7):992-1000
PMID: 14513419
-
World-wide variation in HIV-1 phenotypic susceptibility in untreated individuals: biologically relevant values for resistance testing.
AIDS. 2001 Sep 7;15(13):1671-7
PMID: 11546942
-
Drug Resistance Mutations in HIV-1.
Top HIV Med. 2002 Nov-Dec;10(5):21-25
PMID: 12717052
-
A randomized trial assessing the impact of phenotypic resistance testing on antiretroviral therapy.
AIDS. 2002 Mar 8;16(4):579-88
PMID: 11873001
-
A randomized study of antiretroviral management based on plasma genotypic antiretroviral resistance testing in patients failing therapy. CPCRA 046 Study Team for the Terry Beirn Community Programs for Clinical Research on AIDS.
AIDS. 2000 Jun 16;14(9):F83-93
PMID: 10894268
-
Clinical utility of HIV-1 genotyping and expert advice: the Havana trial.
AIDS. 2002 Jan 25;16(2):209-18
PMID: 11807305
-
Incidence and impact of resistance against approved antiretroviral drugs.
Rev Med Virol. 2000 Jul-Aug;10(4):231-53
PMID: 10891871
-
Declining morbidity and mortality among patients with advanced human immunodeficiency virus infection. HIV Outpatient Study Investigators.
N Engl J Med. 1998 Mar 26;338(13):853-60
PMID: 9516219
-
Analysis of the virological response with respect to baseline viral phenotype and genotype in protease inhibitor-experienced HIV-1-infected patients receiving lopinavir/ritonavir therapy.
Antivir Ther. 2002 Sep;7(3):165-74
PMID: 12487383
-
Genotypic and phenotypic evidence of different drug-resistance mutation patterns between B and non-B subtype isolates of human immunodeficiency virus type 1 found in Brazilian patients failing HAART.
Virus Genes. 2001;23(2):193-202
PMID: 11724274
-
Antiretroviral drug resistance testing in adults infected with human immunodeficiency virus type 1: 2003 recommendations of an International AIDS Society-USA Panel.
Clin Infect Dis. 2003 Jul 1;37(1):113-28
PMID: 12830416
-
Extent of cross-resistance between agents used to treat human immunodeficiency virus type 1 infection in clinically derived isolates.
Antimicrob Agents Chemother. 2002 Mar;46(3):909-12
PMID: 11850286
-
Antiretroviral-drug resistance among patients recently infected with HIV.
N Engl J Med. 2002 Aug 8;347(6):385-94
PMID: 12167680
-
Human immunodeficiency virus type 1 reverse-transcriptase and protease subtypes: classification, amino acid mutation patterns, and prevalence in a northern California clinic-based population.
J Infect Dis. 2001 Oct 15;184(8):998-1006
PMID: 11574914
-
Drug-resistance genotyping in HIV-1 therapy: the VIRADAPT randomised controlled trial.
Lancet. 1999 Jun 26;353(9171):2195-9
PMID: 10392984
-
Novel four-drug salvage treatment regimens after failure of a human immunodeficiency virus type 1 protease inhibitor-containing regimen: antiviral activity and correlation of baseline phenotypic drug susceptibility with virologic outcome.
J Infect Dis. 1999 Jun;179(6):1375-81
PMID: 10228057
-
Laboratory guidelines for the practical use of HIV drug resistance tests in patient follow-up.
Antivir Ther. 2001 Mar;6(1):21-39
PMID: 11417759
-
Phenotypic susceptibility and virological outcome in nucleoside-experienced patients receiving three or four antiretroviral drugs.
AIDS. 2003 Apr 11;17(6):821-30
PMID: 12660529
-
Reduced susceptibility of human immunodeficiency virus type 1 (HIV-1) from patients with primary HIV infection to nonnucleoside reverse transcriptase inhibitors is associated with variation at novel amino acid sites.
J Virol. 2000 Nov;74(22):10269-73
PMID: 11044070
-
A V106M mutation in HIV-1 clade C viruses exposed to efavirenz confers cross-resistance to non-nucleoside reverse transcriptase inhibitors.
AIDS. 2003 Jan 3;17(1):F1-5
PMID: 12478089
-
A novel phenotypic drug susceptibility assay for human immunodeficiency virus type 1.
Antimicrob Agents Chemother. 2000 Apr;44(4):920-8
PMID: 10722492
-
Phenotypic susceptibilities to tenofovir in a large panel of clinically derived human immunodeficiency virus type 1 isolates.
Antimicrob Agents Chemother. 2002 Apr;46(4):1067-72
PMID: 11897591
-
Human Immunodeficiency Virus Reverse Transcriptase and Protease Sequence Database: an expanded data model integrating natural language text and sequence analysis programs.
Nucleic Acids Res. 2001 Jan 1;29(1):296-9
PMID: 11125118
-
The relation between baseline HIV drug resistance and response to antiretroviral therapy: re-analysis of retrospective and prospective studies using a standardized data analysis plan.
Antivir Ther. 2000 Mar;5(1):41-8
PMID: 10846592