Previous Article | Next Article 
Journal of Clinical Microbiology, January 2005, p. 406-413, Vol. 43, No. 1
0095-1137/05/$08.00+0 doi:10.1128/JCM.43.1.406-413.2005
Copyright © 2005, American Society for Microbiology. All Rights Reserved.
Multiple, Linked Human Immunodeficiency Virus Type 1 Drug Resistance Mutations in Treatment-Experienced Patients Are Missed by Standard Genotype Analysis
Sarah Palmer,1*
Mary Kearney,1
Frank Maldarelli,1
Elias K. Halvas,2
Christian J. Bixby,2
Holly Bazmi,2
Diane Rock,3
Judith Falloon,4
Richard T. Davey Jr.,4
Robin L. Dewar,5
Julia A. Metcalf,3
Scott Hammer,6
John W. Mellors,2 and
John M. Coffin1
HIV Drug Resistance Program, National Cancer Institute, National Institutes of Health,1
SAIC-Frederick, Frederick,5
National Institute of Allergy and Infectious Diseases Critical Care Medicine Department Clinic,3
Laboratory of Immunoregulation, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland,4
Columbia University, New York, New York,6
Division of Infectious Diseases, University of Pittsburgh, Pittsburgh, Pennsylvania2
Received 11 April 2004/
Returned for modification 29 June 2004/
Accepted 12 September 2004
To investigate the extent to which drug resistance mutations are missed by standard genotyping methods, we analyzed the same plasma samples from 26 patients with suspected multidrug-resistant human immunodeficiency virus type 1 by using a newly developed single-genome sequencing technique and compared it to standard genotype analysis. Plasma samples were obtained from patients with prior exposure to at least two antiretroviral drug classes and who were on a failing antiretroviral regimen. Standard genotypes were obtained by reverse transcriptase (RT)-PCR and sequencing of the bulk PCR product. For single-genome sequencing, cDNA derived from plasma RNA was serially diluted to 1 copy per reaction, and a region encompassing p6, protease, and a portion of RT was amplified and sequenced. Sequences from 15 to 46 single viral genomes were obtained from each plasma sample. Drug resistance mutations identified by single-genome sequencing were not detected by standard genotype analysis in 24 of the 26 patients studied. Mutations present in less than 10% of single genomes were almost never detected in standard genotypes (1 of 86). Similarly, mutations present in 10 to 35% of single genomes were detected only 25% of the time in standard genotypes. For example, in one patient, 10 mutations identified by single-genome sequencing and conferring resistance to protease inhibitors (PIs), nucleoside analog reverse transcriptase inhibitors, and nonnucleoside reverse transcriptase inhibitors (NNRTIs) were not detected by standard genotyping methods. Each of these mutations was present in 5 to 20% of the 20 genomes analyzed; 15% of the genomes in this sample contained linked PI mutations, none of which were present in the standard genotype. In another patient sample, 33% of genomes contained five linked NNRTI resistance mutations, none of which were detected by standard genotype analysis. These findings illustrate the inadequacy of the standard genotype for detecting low-frequency drug resistance mutations. In addition to having greater sensitivity, single-genome sequencing identifies linked mutations that confer high-level drug resistance. Such linkage cannot be detected by standard genotype analysis.
* Corresponding author. Mailing address: HIV Drug Resistance Program, National Cancer Institute at Frederick, 1050 Boyles St., Building 535, Room 109, Frederick, MD 21702-1201. Phone: (301) 846-5599. Fax: (301) 846-6013. E-mail:
spalmer{at}ncifcrf.gov.
Journal of Clinical Microbiology, January 2005, p. 406-413, Vol. 43, No. 1
0095-1137/05/$08.00+0 doi:10.1128/JCM.43.1.406-413.2005
Copyright © 2005, American Society for Microbiology. All Rights Reserved.
This article has been cited by other articles:
-
Bimber, B. N., Burwitz, B. J., O'Connor, S., Detmer, A., Gostick, E., Lank, S. M., Price, D. A., Hughes, A., O'Connor, D.
(2009). Ultradeep Pyrosequencing Detects Complex Patterns of CD8+ T-Lymphocyte Escape in Simian Immunodeficiency Virus-Infected Macaques. J. Virol.
83: 8247-8253
[Abstract]
[Full Text]
-
Brumme, Z. L., Walker, B. D.
(2009). Tracking the culprit: HIV-1 evolution and immune selection revealed by single-genome amplification. JEM
206: 1215-1218
[Abstract]
[Full Text]
-
Keele, B. F., Li, H., Learn, G. H., Hraber, P., Giorgi, E. E., Grayson, T., Sun, C., Chen, Y., Yeh, W. W., Letvin, N. L., Mascola, J. R., Nabel, G. J., Haynes, B. F., Bhattacharya, T., Perelson, A. S., Korber, B. T., Hahn, B. H., Shaw, G. M.
(2009). Low-dose rectal inoculation of rhesus macaques by SIVsmE660 or SIVmac251 recapitulates human mucosal infection by HIV-1. JEM
206: 1117-1134
[Abstract]
[Full Text]
-
Ince, W. L., Harrington, P. R., Schnell, G. L., Patel-Chhabra, M., Burch, C. L., Menezes, P., Price, R. W., Eron, J. J. Jr., Swanstrom, R. I.
(2009). Major Coexisting Human Immunodeficiency Virus Type 1 env Gene Subpopulations in the Peripheral Blood Are Produced by Cells with Similar Turnover Rates and Show Little Evidence of Genetic Compartmentalization. J. Virol.
83: 4068-4080
[Abstract]
[Full Text]
-
Abrahams, M.-R., Anderson, J. A., Giorgi, E. E., Seoighe, C., Mlisana, K., Ping, L.-H., Athreya, G. S., Treurnicht, F. K., Keele, B. F., Wood, N., Salazar-Gonzalez, J. F., Bhattacharya, T., Chu, H., Hoffman, I., Galvin, S., Mapanje, C., Kazembe, P., Thebus, R., Fiscus, S., Hide, W., Cohen, M. S., Karim, S. A., Haynes, B. F., Shaw, G. M., Hahn, B. H., Korber, B. T., Swanstrom, R., Williamson, C., for the CAPRISA Acute Infection Study Team and the,
(2009). Quantitating the Multiplicity of Infection with Human Immunodeficiency Virus Type 1 Subtype C Reveals a Non-Poisson Distribution of Transmitted Variants. J. Virol.
83: 3556-3567
[Abstract]
[Full Text]
-
Shen, X., Parks, R. J., Montefiori, D. C., Kirchherr, J. L., Keele, B. F., Decker, J. M., Blattner, W. A., Gao, F., Weinhold, K. J., Hicks, C. B., Greenberg, M. L., Hahn, B. H., Shaw, G. M., Haynes, B. F., Tomaras, G. D.
(2009). In Vivo gp41 Antibodies Targeting the 2F5 Monoclonal Antibody Epitope Mediate Human Immunodeficiency Virus Type 1 Neutralization Breadth. J. Virol.
83: 3617-3625
[Abstract]
[Full Text]
-
Kearney, M., Maldarelli, F., Shao, W., Margolick, J. B., Daar, E. S., Mellors, J. W., Rao, V., Coffin, J. M., Palmer, S.
(2009). Human Immunodeficiency Virus Type 1 Population Genetics and Adaptation in Newly Infected Individuals. J. Virol.
83: 2715-2727
[Abstract]
[Full Text]
-
Solmone, M., Vincenti, D., Prosperi, M. C. F., Bruselles, A., Ippolito, G., Capobianchi, M. R.
(2009). Use of Massively Parallel Ultradeep Pyrosequencing To Characterize the Genetic Diversity of Hepatitis B Virus in Drug-Resistant and Drug-Naive Patients and To Detect Minor Variants in Reverse Transcriptase and Hepatitis B S Antigen. J. Virol.
83: 1718-1726
[Abstract]
[Full Text]
-
Ntemgwa, M. L., Toni, T. d., Brenner, B. G., Oliveira, M., Asahchop, E. L., Moisi, D., Wainberg, M. A.
(2009). Nucleoside and Nucleotide Analogs Select in Culture for Different Patterns of Drug Resistance in Human Immunodeficiency Virus Types 1 and 2. Antimicrob. Agents Chemother.
53: 708-715
[Abstract]
[Full Text]
-
Schnell, G., Ince, W. L., Swanstrom, R.
(2008). Identification and recovery of minor HIV-1 variants using the heteroduplex tracking assay and biotinylated probes. Nucleic Acids Res
36: e146-e146
[Abstract]
[Full Text]
-
Keele, B. F., Giorgi, E. E., Salazar-Gonzalez, J. F., Decker, J. M., Pham, K. T., Salazar, M. G., Sun, C., Grayson, T., Wang, S., Li, H., Wei, X., Jiang, C., Kirchherr, J. L., Gao, F., Anderson, J. A., Ping, L.-H., Swanstrom, R., Tomaras, G. D., Blattner, W. A., Goepfert, P. A., Kilby, J. M., Saag, M. S., Delwart, E. L., Busch, M. P., Cohen, M. S., Montefiori, D. C., Haynes, B. F., Gaschen, B., Athreya, G. S., Lee, H. Y., Wood, N., Seoighe, C., Perelson, A. S., Bhattacharya, T., Korber, B. T., Hahn, B. H., Shaw, G. M.
(2008). Identification and characterization of transmitted and early founder virus envelopes in primary HIV-1 infection. Proc. Natl. Acad. Sci. USA
105: 7552-7557
[Abstract]
[Full Text]
-
Salazar-Gonzalez, J. F., Bailes, E., Pham, K. T., Salazar, M. G., Guffey, M. B., Keele, B. F., Derdeyn, C. A., Farmer, P., Hunter, E., Allen, S., Manigart, O., Mulenga, J., Anderson, J. A., Swanstrom, R., Haynes, B. F., Athreya, G. S., Korber, B. T. M., Sharp, P. M., Shaw, G. M., Hahn, B. H.
(2008). Deciphering Human Immunodeficiency Virus Type 1 Transmission and Early Envelope Diversification by Single-Genome Amplification and Sequencing. J. Virol.
82: 3952-3970
[Abstract]
[Full Text]
-
Ambrose, Z., Palmer, S., Boltz, V. F., Kearney, M., Larsen, K., Polacino, P., Flanary, L., Oswald, K., Piatak, M. Jr., Smedley, J., Shao, W., Bischofberger, N., Maldarelli, F., Kimata, J. T., Mellors, J. W., Hu, S.-L., Coffin, J. M., Lifson, J. D., KewalRamani, V. N.
(2007). Suppression of Viremia and Evolution of Human Immunodeficiency Virus Type 1 Drug Resistance in a Macaque Model for Antiretroviral Therapy. J. Virol.
81: 12145-12155
[Abstract]
[Full Text]
-
Wang, C., Mitsuya, Y., Gharizadeh, B., Ronaghi, M., Shafer, R. W.
(2007). Characterization of mutation spectra with ultra-deep pyrosequencing: Application to HIV-1 drug resistance. Genome Res
17: 1195-1201
[Abstract]
[Full Text]
-
Hoffmann, C., Minkah, N., Leipzig, J., Wang, G., Arens, M. Q., Tebas, P., Bushman, F. D.
(2007). DNA bar coding and pyrosequencing to identify rare HIV drug resistance mutations. Nucleic Acids Res
35: e91-e91
[Abstract]
[Full Text]
-
Nora, T., Charpentier, C., Tenaillon, O., Hoede, C., Clavel, F., Hance, A. J.
(2007). Contribution of Recombination to the Evolution of Human Immunodeficiency Viruses Expressing Resistance to Antiretroviral Treatment. J. Virol.
81: 7620-7628
[Abstract]
[Full Text]
-
Parisi, S. G., Boldrin, C., Cruciani, M., Nicolini, G., Cerbaro, I., Manfrin, V., Dal Bello, F., Franchin, E., Franzetti, M., Rossi, M. C., Cattelan, A. M., Romano, L., Zazzi, M., Andreoni, M., Palu, G.
(2007). Both Human Immunodeficiency Virus Cellular DNA Sequencing and Plasma RNA Sequencing Are Useful for Detection of Drug Resistance Mutations in Blood Samples from Antiretroviral-Drug-Naive Patients. J. Clin. Microbiol.
45: 1783-1788
[Abstract]
[Full Text]
-
Harrington, P. R., Nelson, J. A. E., Kitrinos, K. M., Swanstrom, R.
(2007). Independent Evolution of Human Immunodeficiency Virus Type 1 env V1/V2 and V4/V5 Hypervariable Regions during Chronic Infection. J. Virol.
81: 5413-5417
[Abstract]
[Full Text]
-
Nikolenko, G. N., Delviks-Frankenberry, K. A., Palmer, S., Maldarelli, F., Fivash, M. J. Jr., Coffin, J. M., Pathak, V. K.
(2007). Mutations in the connection domain of HIV-1 reverse transcriptase increase 3'-azido-3'-deoxythymidine resistance. Proc. Natl. Acad. Sci. USA
104: 317-322
[Abstract]
[Full Text]
-
Margot, N. A., Waters, J. M., Miller, M. D.
(2006). In Vitro Human Immunodeficiency Virus Type 1 Resistance Selections with Combinations of Tenofovir and Emtricitabine or Abacavir and Lamivudine. Antimicrob. Agents Chemother.
50: 4087-4095
[Abstract]
[Full Text]
-
Svarovskaia, E. S., Moser, M. J., Bae, A. S., Prudent, J. R., Miller, M. D., Borroto-Esoda, K.
(2006). MultiCode-RTx Real-Time PCR System for Detection of Subpopulations of K65R Human Immunodeficiency Virus Type 1 Reverse Transcriptase Mutant Viruses in Clinical Samples. J. Clin. Microbiol.
44: 4237-4241
[Abstract]
[Full Text]
-
Halvas, E. K., Aldrovandi, G. M., Balfe, P., Beck, I. A., Boltz, V. F., Coffin, J. M., Frenkel, L. M., Hazelwood, J. D., Johnson, V. A., Kearney, M., Kovacs, A., Kuritzkes, D. R., Metzner, K. J., Nissley, D. V., Nowicki, M., Palmer, S., Ziermann, R., Zhao, R. Y., Jennings, C. L., Bremer, J., Brambilla, D., Mellors, J. W.
(2006). Blinded, multicenter comparison of methods to detect a drug-resistant mutant of human immunodeficiency virus type 1 at low frequency.. J. Clin. Microbiol.
44: 2612-2614
[Abstract]
[Full Text]
-
Palmer, S., Boltz, V., Martinson, N., Maldarelli, F., Gray, G., McIntyre, J., Mellors, J., Morris, L., Coffin, J.
(2006). Persistence of nevirapine-resistant HIV-1 in women after single-dose nevirapine therapy for prevention of maternal-to-fetal HIV-1 transmission. Proc. Natl. Acad. Sci. USA
103: 7094-7099
[Abstract]
[Full Text]
-
Nikolaitchik, O., Rhodes, T. D., Ott, D., Hu, W.-S.
(2006). Effects of Mutations in the Human Immunodeficiency Virus Type 1 gag Gene on RNA Packaging and Recombination.. J. Virol.
80: 4691-4697
[Abstract]
[Full Text]
-
Winters, M. A., Welles, S. L., Holodniy, M.
(2006). Hepatitis C virus protease gene diversity in patients coinfected with human immunodeficiency virus.. J. Virol.
80: 4196-4199
[Abstract]
[Full Text]
-
Nissley, D. V., Halvas, E. K., Hoppman, N. L., Garfinkel, D. J., Mellors, J. W., Strathern, J. N.
(2005). Sensitive Phenotypic Detection of Minor Drug-Resistant Human Immunodeficiency Virus Type 1 Reverse Transcriptase Variants. J. Clin. Microbiol.
43: 5696-5704
[Abstract]
[Full Text]
-
Vingerhoets, J., Azijn, H., Fransen, E., De Baere, I., Smeulders, L., Jochmans, D., Andries, K., Pauwels, R., de Bethune, M.-P.
(2005). TMC125 Displays a High Genetic Barrier to the Development of Resistance: Evidence from In Vitro Selection Experiments. J. Virol.
79: 12773-12782
[Abstract]
[Full Text]