1
|
Diaz RS, Hunter JR, Camargo M, Dias D, Galinskas J, Nassar I, de Lima IB, Caldeira DB, Sucupira MC, Schechter M. Dolutegravir-associated resistance mutations after first-line treatment failure in Brazil. BMC Infect Dis 2023; 23:347. [PMID: 37226112 DOI: 10.1186/s12879-023-08288-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 04/27/2023] [Indexed: 05/26/2023] Open
Abstract
BACKGROUND Since January 2017, the recommended first-line antiretroviral regimen in Brazil is the fixed-dose combination of tenofovir plus lamivudine with dolutegravir (TL + D). According to the literature, integrase resistance-associated mutations (INRAMs) are rarely found upon virologic failure to first-line dolutegravir plus two nucleoside reverse transcriptase inhibitors. We evaluated the HIV antiretroviral genotypic resistance profile of patients referred for genotyping in the public health system who failed first-line TL + D after at least six months of therapy on or before December 31, 2018. METHODS HIV Sanger sequences of the pol gene were generated from plasma of patients with confirmed virologic failure to first-line TL + D in the Brazilian public health system before December 31, 2018. RESULTS One hundred thirteen individuals were included in the analysis. Major INRAMs were detected in seven patients (6.19%), four with R263K, one with G118R, one with E138A, and one with G140R. Four patients with major INRAMs also had the K70E and M184V mutations in the RT gene. Sixteen (14.2%) additional individuals presented minor INRAMs, and five (4,42%) patients had both major and minor INRAMS. Thirteen (11.5%) patients also presented mutations in the RT gene selected by tenofovir and lamivudine, including four with both the K70E and M184V mutations and four with only M184V. The integrase mutations L101I and T124A, which are in the in vitro pathway for integrase inhibitor resistance, were found in 48 and 19 patients, respectively. Mutations not related to TL + D, thus probable transmitted resistance mutations (TDR), were present in 28 patients (24.8%): 25 (22.1%) to nucleoside reverse transcriptase inhibitors, 19 (16.8%) to non-nucleoside reverse transcriptase inhibitors, and 6 (5.31%) to protease inhibitors. CONCLUSIONS In marked contrast to previous reports, we report a relatively high frequency of INRAMs among selected patients failing first-line TL + D in the public health system in Brazil. Possible reasons for this discrepancy include delays in detecting virologic failure, patients inadvertently on dolutegravir monotherapy, TDR, and/or infecting subtype.
Collapse
Affiliation(s)
| | | | | | - Danilo Dias
- Federal University of São Paulo, São Paulo, Brazil
| | | | | | | | | | | | - Mauro Schechter
- Federal University of São Paulo, São Paulo, Brazil
- Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| |
Collapse
|
2
|
Evidence of genomic information and structural restrictions of HIV-1 PR and RT gene regions from individuals experiencing antiretroviral virologic failure. INFECTION GENETICS AND EVOLUTION 2019; 78:104134. [PMID: 31837484 DOI: 10.1016/j.meegid.2019.104134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 11/28/2019] [Accepted: 12/04/2019] [Indexed: 10/25/2022]
Abstract
OBJECTIVES This study analyzed Protease-PR and Reverse Transcriptase-RT HIV-1 genomic information entropy metrics among patients under antiretroviral virologic failure, according to the numbers of virologic failures or resistance mutations. METHODS For this purpose, we used genomic sequences from PR and RT of HIV-1 from a cohort of chronic patients followed up at São Paulo Hospital. RESULTS Informational entropy proportionally increases with the number of antiretroviral virologic failures in PR and RT (p < .001). Affected regions of PR were related to catalytic and structural functions, such as Fulcrum (K20) Flap (M46) and Cantilever (A71). In RT, this occurred at Fingers (E44) and Palm (K219). Informational entropy increases according to the number of resistance mutations in PR and RT (p < .001). Higher PR entropy was proportional to the resistance mutation numbers in Fulcrum (L10), Active site (L24) Flap (M46), Cantilever (L63) and near Interface (L90). In RT, they related to regions responsible for protein stability such as Fingers (T39) and Palm (L100). CONCLUSIONS The antiretroviral selective pressure affects HIV genomic informational entropy at the PR and RT regions, leading to the emergence of more unstable virions. Mapping the three-dimensional structure in these HIV-1 proteins is relevant to designing new antiretroviral targeting resistant strains.
Collapse
|
3
|
Lima ENDC, Piqueira JRC, Camargo M, Galinskas J, Sucupira MC, Diaz RS. Impact of antiretroviral resistance and virological failure on HIV-1 informational entropy. J Antimicrob Chemother 2019; 73:1054-1059. [PMID: 29373694 DOI: 10.1093/jac/dkx508] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Accepted: 12/07/2017] [Indexed: 11/13/2022] Open
Abstract
Objectives The present study investigated the relationship between genomic variability and resistance of HIV-1 sequences in protease (PR) and reverse transcriptase (RT) regions of the pol gene. In addition, we analysed the resistance among 651 individuals presenting antiretroviral virological failure, from 2009 to 2011, in the state of São Paulo, Brazil. Methods The genomic variability was quantified by using informational entropy methods and the relationship between resistance and replicative fitness, as inferred by the residual viral load and CD4+ T cell count. Results The number of antiretroviral schemes is related to the number of resistance mutations in the HIV-1 PR (α = 0.2511, P = 0.0003, R2 = 0.8672) and the RT (α = 0.7892, P = 0.0001, R2 = 0.9141). Increased informational entropy rate is related to lower levels of HIV-1 viral loads (α = -0.0121, P = 0.0471, R2 = 0.7923), lower levels of CD4+ T cell counts (α = -0.0120, P = 0.0335, R2 = 0.8221) and a higher number of antiretroviral resistance-related mutations. Conclusions Less organized HIV genomes as inferred by higher levels of informational entropy relate to less competent host immune systems, lower levels of HIV replication and HIV genetic evolution as a consequence of antiretroviral resistance.
Collapse
Affiliation(s)
- Elidamar Nunes de Carvalho Lima
- Division of Infectious Diseases, Paulista School of Medicine, Federal University of São Paulo-UNIFESP, São Paulo, SP, Brazil.,Telecommunication and Control Engineering Department, Engineering School, University of São Paulo, São Paulo, SP, Brazil
| | - José Roberto Castilho Piqueira
- Telecommunication and Control Engineering Department, Engineering School, University of São Paulo, São Paulo, SP, Brazil
| | - Michelle Camargo
- Division of Infectious Diseases, Paulista School of Medicine, Federal University of São Paulo-UNIFESP, São Paulo, SP, Brazil
| | - Juliana Galinskas
- Division of Infectious Diseases, Paulista School of Medicine, Federal University of São Paulo-UNIFESP, São Paulo, SP, Brazil
| | - Maria Cecilia Sucupira
- Division of Infectious Diseases, Paulista School of Medicine, Federal University of São Paulo-UNIFESP, São Paulo, SP, Brazil
| | - Ricardo Sobhie Diaz
- Division of Infectious Diseases, Paulista School of Medicine, Federal University of São Paulo-UNIFESP, São Paulo, SP, Brazil
| |
Collapse
|
4
|
Arruda MB, Boullosa LT, Cardoso CC, da Costa CM, Brites C, de Lima STS, Kaminski HT, Aleixo AW, Esposito AOP, Cavalcanti AMS, Riedel M, Couto‐Fernandez JC, Ferreira SB, de Oliveira ICM, Portal LE, Wolf HHC, Fernandes SB, de M. C. Pardini MI, Feiteiro MVC, Tolentino FM, Diaz RS, Lopes GISL, Francisco RBL, Véras NMC, Pires AF, Franchini M, Mesquita F, Tanuri A. Brazilian network for HIV Drug Resistance Surveillance (HIV-BresNet): a survey of treatment-naive individuals. J Int AIDS Soc 2018; 21:e25032. [PMID: 29504269 PMCID: PMC5835841 DOI: 10.1002/jia2.25032] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Accepted: 11/14/2017] [Indexed: 01/04/2023] Open
Abstract
INTRODUCTION In Brazil, more than 487,450 individuals are currently undergoing antiretroviral treatment. In order to monitor the transmission of drug-resistant strains and HIV subtype distribution in the country, this work aimed to estimate its prevalence and to characterize the nationwide pretreatment drug resistance in individuals recently diagnosed with HIV between 2013 and 2015. METHODS The HIV threshold survey methodology (HIV-THS, WHO) targeting antiretroviral-naive individuals with recent HIV diagnosis was utilized, and subjects were selected from 51 highly populated cities in all five Brazilian macroregions. The HIV pol genotypic test was performed by genomic sequencing. RESULTS We analysed samples from 1568 antiretroviral-naive individuals recently diagnosed with HIV, and the overall transmitted drug resistance (TDR) prevalence was 9.5% (150 sequences). The regional prevalence of resistance according to Brazilian geographical regions was 9.4% in the northeast, 11.2% in the southeast, 6.8% in the central region, 10.2% in the north and 8.8% in the south. The inhibitor-specific TDR prevalence was 3.6% for nucleoside reverse transcriptase inhibitors (NRTIs), 5.8% for non-nucleoside reverse transcriptase inhibitors (NNRTIs) and 1.6% for protease inhibitors (PIs); 1.0% of individuals presented resistance to more than one class of inhibitors. Overall, subtype B was more prevalent in every region except for the southern, where subtype C prevails. CONCLUSIONS To the best of our knowledge, this is the first TDR study conducted in Brazil with nationwide representative sampling. The TDR prevalence revealed a moderate rate in the five Brazilian geographical regions, although some cities presented higher TDR prevalence rates, reaching 14% in São Paulo, for example. These results further illustrate the importance of surveillance studies for designing future strategies in primary antiretroviral therapy, aiming to mitigate TDR, as well as for predicting future trends in other regions of the globe where mass antiretroviral (ARV) treatment was implemented.
Collapse
Affiliation(s)
- Monica B Arruda
- Laboratório de Virologia MolecularDepartamento de Genética‐IBUniversidade Federal do Rio de JaneiroRio de JaneiroRJBrazil
| | - Lídia T Boullosa
- Laboratório de Virologia MolecularDepartamento de Genética‐IBUniversidade Federal do Rio de JaneiroRio de JaneiroRJBrazil
| | - Cynthia C Cardoso
- Laboratório de Virologia MolecularDepartamento de Genética‐IBUniversidade Federal do Rio de JaneiroRio de JaneiroRJBrazil
| | | | - Carlos Brites
- Laboratório de PesquisaLAPI Universidade Federal da BahiaHospital Universitário “Prof. Edgar Santos”SalvadorBABrazil
| | | | - Helena T Kaminski
- Laboratório Central de Saúde Pública do Distrito FederalSetor de Grandes Areas Norte (SGAN) 601BrasiliaDFBrazil
| | - Agdemir W Aleixo
- Faculdade de MedicinaLaboratório de Imunologia e Biologia Molecular (DIP)Universidade Federal de Minas Gerais (UFMG)Belo HorizonteMGBrazil
| | - Ana OP Esposito
- Laboratório Central de Saúde Pública de Mato Grosso do SulCampo GrandeMSBrazil
| | | | | | - José C Couto‐Fernandez
- Laboratório de AIDS e Imunologia MolecularDepartamento de ImunologiaFIOCRUZRio de JaneiroRJBrazil
| | - Selma B Ferreira
- UFRJ, Laboratório de Carga ViralHospital Universitário Clementino Fraga FilhoRio de JaneiroRJBrazil
| | | | - Loreci E Portal
- Laboratório Central de Saúde Pública do Rio Grande do SulPorto AlgreRSBrazil
| | - Hilda HC Wolf
- Laboratório do Hospital Nossa Senhora da ConceiçãoPorto AlegreRSBrazil
| | - Sandra B Fernandes
- Laboratório Central de Saúde Pública de Santa CatarinaFlorianópolisSCBrazil
| | - Maria I de M. C. Pardini
- Laboratório de Biologia Molecular do Hemocentro de BotucatuFaculdade de MedicinaUNESPBotucatuSPBrazil
| | - Manoel VC Feiteiro
- Laboratório de Pesquisa em AIDS‐Hospital de Clíncas da UNICAMPCampinasSPBrazil
| | - Fernanda M Tolentino
- Laboratório de Biologia Molecular‐Instituto Adolfo Lutz de São José do Rio PretoSão José do Rio PretoSPBrazil
| | - Ricardo S Diaz
- Escola Paulista de MedicinaLaboratório de RetrovirologiaUniversidade Federal de São Paulo (UNIFESP)São PauloSPBrazil
| | - Giselle ISL Lopes
- Laboratório de RetrovírusNúcleo de Doenças Sanguíneas e SexuaisCentro de VirologiaInstituto Adolfo Lutz CentralSão PauloSPBrazil
| | - Roberta BL Francisco
- Departamento de VigilânciaPrevenção e Controle das DST, AIDS e HepatitesSetor Administrativo Federal Sul (SAFS) 02Secretaria de Vigilância em SaúdeMinistério da SaúdeBrasíliaDFBrazil
| | - Nazle MC Véras
- Departamento de VigilânciaPrevenção e Controle das DST, AIDS e HepatitesSetor Administrativo Federal Sul (SAFS) 02Secretaria de Vigilância em SaúdeMinistério da SaúdeBrasíliaDFBrazil
| | - Ana F Pires
- Departamento de VigilânciaPrevenção e Controle das DST, AIDS e HepatitesSetor Administrativo Federal Sul (SAFS) 02Secretaria de Vigilância em SaúdeMinistério da SaúdeBrasíliaDFBrazil
- Programa de Pós Graduação em Saúde ColetivaFaculdade de MedicinaFaculdade de Ciências de SaúdeUniversidade de BrasíliaBrasíliaDFBrazil
| | - Miriam Franchini
- Departamento de VigilânciaPrevenção e Controle das DST, AIDS e HepatitesSetor Administrativo Federal Sul (SAFS) 02Secretaria de Vigilância em SaúdeMinistério da SaúdeBrasíliaDFBrazil
| | - Fábio Mesquita
- Faculdade de MedicinaUniversidade de São PauloSão PauloSPBrazil
| | - Amilcar Tanuri
- Laboratório de Virologia MolecularDepartamento de Genética‐IBUniversidade Federal do Rio de JaneiroRio de JaneiroRJBrazil
| |
Collapse
|
5
|
Diaz RS, Inocêncio LA, Sucupira MCA, Pereira AA, Hunter J, Ferreira JE, Araújo LV, Souza DFC, Sabino EC. The Virological and Immunological Characteristics of the HIV-1-Infected Population in Brazil: From Initial Diagnosis to Impact of Antiretroviral Use. PLoS One 2015; 10:e0139677. [PMID: 26509441 PMCID: PMC4624810 DOI: 10.1371/journal.pone.0139677] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2015] [Accepted: 09/16/2015] [Indexed: 11/25/2022] Open
Abstract
Background Immunological and virological status of HIV-infected individuals entering the Brazilian public system over time was analyzed. We evaluated the impact of ART on virological, immunological and antiretroviral resistance over time. Methods CD4+ T cell counts, viral loads and genotypes from patients over 13 years old from 2001–2011 were analyzed according to demographic data. We compared groups using parametric t-tests and linear regression analysis in the R statistical software language. Results Mean baseline CD4+ T cell counts varied from 348 (2003) to 389 (2009) and was higher among women (p = 1.1 x 10−8), lower in older patients (p< 1 x 10−8) and lower in less developed regions (p = 1.864 x 10−5). Percentage of treated patients with undetectable viral loads increased linearly from 46% (2001) to 77% (2011), was lower among women (p = 2.851 x 10−6), younger ages (p = 1 x 10−3), and in less developed regions (p = 1.782 x 10−4). NRTI acquired resistance was 86% in 2001–3 and decreased over time. NNRTI resistance increased from 2001-3(50%) to 2006–9 (60%), PI resistance decreased from 2001–3 (60%) to 2009 (40%), and 3-class resistance was stable over time around 25%. Subtype prevalence comprised B (75.3%), B/F recombinants (12.2%), C (5.7%), F (5.3%) and B/C recombinants (1.5%), with regional variations. Three-class resistance was 26.5% among Bs, 22.4% among Fs and 17.2% among Cs. Conclusions HIV diagnosis occurs late, especially among elderly Brazilians. Younger individuals need special attention due to poor virological response to treatment. Antiretroviral Resistance profile is subtype related.
Collapse
Affiliation(s)
| | - Lilian A. Inocêncio
- Federal University of São Paulo, São Paulo, Brazil
- Brazilian STD/AIDS and Viruses Hepatitis Department, Ministry of Health, Brasilia, DF, Brazil
| | | | | | - James Hunter
- Federal University of São Paulo, São Paulo, Brazil
| | | | | | - Denise F. C. Souza
- Brazilian STD/AIDS and Viruses Hepatitis Department, Ministry of Health, Brasilia, DF, Brazil
| | | |
Collapse
|
6
|
Ozahata MC, Sabino EC, Diaz RS, Cesar RM, Ferreira JE. Data-intensive analysis of HIV mutations. BMC Bioinformatics 2015; 16:35. [PMID: 25652056 PMCID: PMC4344997 DOI: 10.1186/s12859-015-0452-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2013] [Accepted: 01/07/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In this study, clustering was performed using a bitmap representation of HIV reverse transcriptase and protease sequences, to produce an unsupervised classification of HIV sequences. The classification will aid our understanding of the interactions between mutations and drug resistance. 10,229 HIV genomic sequences from the protease and reverse transcriptase regions of the pol gene and antiretroviral resistant related mutations represented in an 82-dimensional binary vector space were analyzed. RESULTS A new cluster representation was proposed using an image inspired by microarray data, such that the rows in the image represented the protein sequences from the genotype data and the columns represented presence or absence of mutations in each protein position.The visualization of the clusters showed that some mutations frequently occur together and are probably related to an epistatic phenomenon. CONCLUSION We described a methodology based on the application of a pattern recognition algorithm using binary data to suggest clusters of mutations that can easily be discriminated by cluster viewing schemes.
Collapse
Affiliation(s)
- Mina Cintho Ozahata
- Department of Computer Science - DCC, University of São Paulo, Rua do Matão, 1010, CEP 05508-090 São Paulo, SP, Brazil.
| | - Ester Cerdeira Sabino
- Sangue Foundation, Health State Secretary, Department of Molecular Biology, Serology Division, Av Dr Enéas de Carvalho Aguiar, Cerqueira Cesar, CEP 05403-000 São Paulo, 155, SP, Brazil.
| | - Ricardo Sobhie Diaz
- Federal University of São Paulo, Rua Pedro de Toledo, São Paulo, 669, CEP 04039-032, SP, Brazil.
| | - Roberto M Cesar
- Department of Computer Science - DCC, University of São Paulo, Rua do Matão, 1010, CEP 05508-090 São Paulo, SP, Brazil.
| | - João Eduardo Ferreira
- Sangue Foundation, Health State Secretary, Department of Molecular Biology, Serology Division, Av Dr Enéas de Carvalho Aguiar, Cerqueira Cesar, CEP 05403-000 São Paulo, 155, SP, Brazil.
| |
Collapse
|
7
|
Prevalence of transmitted HIV-1 antiretroviral resistance among patients initiating antiretroviral therapy in Brazil: a surveillance study using dried blood spots. J Int AIDS Soc 2014; 17:19042. [PMID: 25249214 PMCID: PMC4172689 DOI: 10.7448/ias.17.1.19042] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2014] [Revised: 07/28/2014] [Accepted: 08/20/2014] [Indexed: 11/09/2022] Open
Abstract
Introduction In Brazil, the use of antiretrovirals is widespread: more than 260,000 individuals are currently undergoing treatment. We conducted a survey targeting antiretroviral-naïve individuals who were initiating antiretroviral therapy (ART) according to local guidelines. This survey covered five Brazilian regions. Methods The HIV Threshold Survey methodology (HIV-THS) of the World Health Organization was utilized, and subjects were selected from seven highly populated cities representative of all Brazilian macro-regions. Dried blood spots (DBS) were collected on SS903 collection cards and were transported by regular mail at room temperature to a single central laboratory for genotyping. Results We analysed samples from 329 individuals initiating highly active antiretroviral therapy (HAART), 39 (11.8%) of whom were harbouring transmitted drug resistance (TDR). The mean CD4+ T cell count was 253 cells/µL, and the mean viral load was 142,044 copies/mL. The regional prevalence of resistance was 17.0% in the Northeast, 12.8% in the Southeast, 10.6% in the Central region, 8.5% in the North and 8.5% in the South. The inhibitor-specific TDR prevalence was 6.9% for nucleoside reverse transcriptase inhibitors, 4.9% for non-nucleoside reverse transcriptase inhibitors and 3.9% for protease inhibitors; 3.6% of individuals presented resistance to more than one class of inhibitors. Overall, there were trends towards higher prevalences of subtype C towards the South and subtype F towards the North. Of the DBS samples collected, 9.3% failed to provide reliable results. Discussion We identified variable TDR prevalence, ranging from intermediate to high levels, among individuals in whom HIV disease progressed, thus implying that resistance testing before initiating ART could be effective in Brazil. Our results also indicate that the use of DBS might be especially valuable for providing access to testing in resource-limited and remote settings.
Collapse
|
8
|
Land S, Zhou J, Cunningham P, Sohn AH, Singtoroj T, Katzenstein D, Mann M, Sayer D, Kantor R. Capacity building and predictors of success for HIV-1 drug resistance testing in the Asia-Pacific region and Africa. J Int AIDS Soc 2013; 16:18580. [PMID: 23845227 PMCID: PMC3709369 DOI: 10.7448/ias.16.1.18580] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2013] [Revised: 05/13/2013] [Accepted: 06/06/2013] [Indexed: 12/02/2022] Open
Abstract
BACKGROUND The TREAT Asia Quality Assessment Scheme (TAQAS) was developed as a quality assessment programme through expert education and training, for laboratories in the Asia-Pacific and Africa that perform HIV drug-resistance (HIVDR) genotyping. We evaluated the programme performance and factors associated with high-quality HIVDR genotyping. METHODS Laboratories used their standard protocols to test panels of human immunodeficiency virus (HIV)-positive plasma samples or electropherograms. Protocols were documented and performance was evaluated according to a newly developed scoring system, agreement with panel-specific consensus sequence, and detection of drug-resistance mutations (DRMs) and mixtures of wild-type and resistant virus (mixtures). High-quality performance was defined as detection of ≥95% DRMs. RESULTS Over 4.5 years, 23 participating laboratories in 13 countries tested 45 samples (30 HIV-1 subtype B; 15 non-B subtypes) in nine panels. Median detection of DRMs was 88-98% in plasma panels and 90-97% in electropherogram panels. Laboratories were supported to amend and improve their test outcomes as appropriate. Three laboratories that detected <80% DRMs in early panels demonstrated subsequent improvement. Sample complexity factors - number of DRMs (p<0.001) and number of DRMs as mixtures (p<0.001); and laboratory performance factors - detection of mixtures (p<0.001) and agreement with consensus sequence (p<0.001), were associated with high performance; sample format (plasma or electropherogram), subtype and genotyping protocol were not. CONCLUSION High-quality HIVDR genotyping was achieved in the TAQAS collaborative laboratory network. Sample complexity and detection of mixtures were associated with performance quality. Laboratories conducting HIVDR genotyping are encouraged to participate in quality assessment programmes.
Collapse
|