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Antiviral Agents

Impact of Drug Resistance-Associated Amino Acid Changes in HIV-1 Subtype C on Susceptibility to Newer Nonnucleoside Reverse Transcriptase Inhibitors

Adriaan E. Basson, Soo-Yon Rhee, Chris M. Parry, Ziad El-Khatib, Salome Charalambous, Tulio De Oliveira, Deenan Pillay, Christopher Hoffmann, David Katzenstein, Robert W. Shafer, Lynn Morris
Adriaan E. Basson
aCentre for HIV and STIs, National Institute for Communicable Diseases (NICD), part of the National Health Laboratory Service (NHLS), Johannesburg, South Africa
bUniversity of the Witwatersrand, Johannesburg, South Africa
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Soo-Yon Rhee
cDivision of Infectious Diseases, Stanford University Medical Center, Stanford, California, USA
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Chris M. Parry
dAntiviral Unit Virus Reference Department, Health Protection Agency (HPA), London, United Kingdom
eMRC/UCL Center for Medical Molecular Virology, UCL, London, United Kingdom
fMRC/UVRI Research Unit on AIDS, Uganda Virus Research Institute, Entebbe, Uganda
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Ziad El-Khatib
aCentre for HIV and STIs, National Institute for Communicable Diseases (NICD), part of the National Health Laboratory Service (NHLS), Johannesburg, South Africa
gDepartment of Public Health Sciences, Karolinska Institutet, Stockholm, Sweden
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Salome Charalambous
hThe Aurum Institute, Johannesburg, South Africa
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Tulio De Oliveira
iAfrica Centre for Health and Population Studies, University of KwaZulu-Natal, Mtubatuba, South Africa
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Deenan Pillay
dAntiviral Unit Virus Reference Department, Health Protection Agency (HPA), London, United Kingdom
eMRC/UCL Center for Medical Molecular Virology, UCL, London, United Kingdom
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Christopher Hoffmann
hThe Aurum Institute, Johannesburg, South Africa
jJohns Hopkins University, Center for TB Research, School of Medicine, Baltimore, Maryland, USA
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David Katzenstein
cDivision of Infectious Diseases, Stanford University Medical Center, Stanford, California, USA
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Robert W. Shafer
cDivision of Infectious Diseases, Stanford University Medical Center, Stanford, California, USA
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Lynn Morris
aCentre for HIV and STIs, National Institute for Communicable Diseases (NICD), part of the National Health Laboratory Service (NHLS), Johannesburg, South Africa
bUniversity of the Witwatersrand, Johannesburg, South Africa
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DOI: 10.1128/AAC.04215-14
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  • FIG 1
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    FIG 1

    Prevalence of NNRTI resistance-associated amino acid substitutions among first-line treatment failures. Sequences from 1,433 HIV-1 subtype C-infected patients failing first-line therapy with NNRTI resistance-associated mutations were obtained from the SATuRN (n = 766; light gray bars) and Stanford (n = 667; dark gray bars) databases. Amino acid substitutions are grouped according to prevalence: >10%, 5% to 10%, 1% to 5%, and <1%.

  • FIG 2
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    FIG 2

    Phenotypic resistance of viruses with single amino acid substitutions associated with resistance to the NNRTIs ETR, RPV, EFV, and NVP. Single NNRTI resistance-associated mutations (n = 34) were introduced into the p8.MJ4 subtype C HIV-1 expression plasmid by site-directed mutagenesis. Phenotypic susceptibilities to ETR (A), RPV (B), EFV (C), and NVP (D) were determined using a single-cycle nonreplicative phenotypic assay. The lower cutoff values determined for this assay are indicated for each drug. Columns indicate mean values, while error bars indicate the standard errors of the means (SEMs). Each mutant was tested in duplicate in at least two independent experiments.

  • FIG 3
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    FIG 3

    Phenotypic resistance to ETR, RPV, EFV, and NVP of viruses with double resistance-associated amino acid substitutions. Positively associated double mutations (n = 14) were introduced into the p8.MJ4 subtype C HIV-1 expression plasmid. Phenotypic susceptibilities to ETR (A), RPV (B), EFV (C), and NVP (D) were determined with a single-cycle nonreplicative phenotypic assay. The lower cutoff values determined for this assay are indicated for each drug. Columns indicate mean values, while error bars indicate the standard errors of the means (SEMs). Each mutant was tested in duplicate in at least two independent experiments.

  • FIG 4
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    FIG 4

    Impact of E138K and M184IV on phenotypic susceptibility to ETR, RPV, EFV, and NVP. The phenotypic susceptibility to ETR, RPV, EFV, and NVP of site-directed mutants containing amino acid substitutions M184I, M184V, E138K, and their combinations were determined. The lower cutoff values determined for this assay are indicated for each drug. Columns indicate mean values, while error bars indicate the standard errors of the mean (SEMs). Each mutant was tested in duplicate in at least two independent experiments. n.s., not significant; **, P < 0.01 (2-way analysis of variance); ***, P < 0.001 (2-way analysis of variance).

  • FIG 5
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    FIG 5

    Phenotypic susceptibility of mutants with single and double NNRTI resistance-associated mutations. The in vitro phenotypic responses of mutants with site-directed single and double NNRTI resistance-associated mutations, ranked according to the prevalence of the mutation among the 1,433 sequences with NNRTI resistance-associated mutations used in this analysis, are summarized. Some mutations (*) were not observed among the sequences but were included, as they are implicated in ETR and RPV resistance. Light gray shading, FCs of >3.6 (ETR), >2.6 (RPV), >3.8 (EFV), and >2.8 (NVP); dark gray shading, FC of >10.

  • FIG 6
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    FIG 6

    Genotypic and phenotypic analysis of samples from EFV/NVP-experienced patients. Patient samples with NNRTI resistance-associated NNRTI resistance-associated amino acid substitutions were screened for NNRTI susceptibility in an in vitro phenotypic assay. The Stanford HIV Drug Resistance Database genotypic resistance scores are included for reference purposes. Light gray shading, FCs of >3.6 (ETR), >2.6 (RPV), >3.8 (EFV), and >2.8 (NVP); dark gray shading, FC of >10. Pt. patient number; STD, standard deviation.

  • FIG 7
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    FIG 7

    Contribution of T369I to NNRTI resistance. Site-directed mutants containing the T369I amino acid substitution, an amino acid substitution found in the connection domain of patient 12 (Fig. 6), in combination with Y181C were tested for susceptibility to ETR, RPV, EFV, and NVP. The lower cutoff values are indicated for each drug. Columns indicate mean values, while error bars indicate the standard errors of the means (SEMs). Each mutant was tested in duplicate in at least two independent experiments. ***, P < 0.001 (2-way analysis of variance).

  • FIG 8
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    FIG 8

    Contribution of N348I to NNRTI resistance. Site-directed mutants containing the N348I amino acid substitution, an amino acid substitution in the connection domain of some patients (Fig. 6), in combination with K103N or Y181C were tested for susceptibility to ETR, RPV, EFV, and NVP. The lower cutoff values are indicated for each drug. Columns indicate mean values, while error bars indicate the standard errors of the mean (SEMs). Each mutant was tested in duplicate in at least two independent experiments. n.s., not significant; *, P < 0.05 (2-way analysis of variance); ***, P < 0.001 (2-way analysis of variance).

Tables

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  • TABLE 1

    HIV-1 subtype C sequences with NNRTI resistance-associated mutations used in this study

    NNRTI treatment(s)No. (%) of patients
    SATuRN databaseStanford databaseTotal
    EFV630 (82.2)278 (41.6)908 (63.3)
    NVP124 (16.1)316 (47.4)440 (30.7)
    NVP, EFV12 (1.6)31 (4.6)43 (3.0)
    Unknown39 (5.8)39 (2.7)
    Othera3 (0.4)3 (0.2)
    Total7666671,433
    • ↵a The patients received delavirdine (DLV) or MKC422.

  • TABLE 2

    Pairs of positively correlated NNRTI resistance-associated amino acid substitutions

    CombinationP value for associationPrevalence (%)
    Subtype C data seta
        K101E-G190A<0.00015.6
        K103N-P225H<0.00017.7
        V106M-V179D<0.00014.4
        V106M-F227L<0.00014.0
        Y181C-H221Y<0.00013.5
    Subtype B data setb
        Y181C-G190A<0.00016.5
        K101E-G190A<0.00013.4
        K101E-Y181C<0.00012.7
        K101E-G190S<0.00011.0
        H101H-G190A<0.00010.9
        A98G-Y181C<0.00012.4
        K101H-Y181C<0.00010.7
        A98G-G190A<0.00011.6
        Y181C-G190S<0.00010.9
        V179F-Y181C<0.00010.2
    • ↵a From 1,433 subtype C sequences with NNRTI resistance-associated mutations from the SATuRN and Stanford databases.

    • ↵b From 13,039 published subtype B sequences (25).

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Impact of Drug Resistance-Associated Amino Acid Changes in HIV-1 Subtype C on Susceptibility to Newer Nonnucleoside Reverse Transcriptase Inhibitors
Adriaan E. Basson, Soo-Yon Rhee, Chris M. Parry, Ziad El-Khatib, Salome Charalambous, Tulio De Oliveira, Deenan Pillay, Christopher Hoffmann, David Katzenstein, Robert W. Shafer, Lynn Morris
Antimicrobial Agents and Chemotherapy Jan 2015, 59 (2) 960-971; DOI: 10.1128/AAC.04215-14

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Impact of Drug Resistance-Associated Amino Acid Changes in HIV-1 Subtype C on Susceptibility to Newer Nonnucleoside Reverse Transcriptase Inhibitors
Adriaan E. Basson, Soo-Yon Rhee, Chris M. Parry, Ziad El-Khatib, Salome Charalambous, Tulio De Oliveira, Deenan Pillay, Christopher Hoffmann, David Katzenstein, Robert W. Shafer, Lynn Morris
Antimicrobial Agents and Chemotherapy Jan 2015, 59 (2) 960-971; DOI: 10.1128/AAC.04215-14
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