1
|
Cozzi-Lepri A, Dunn D, Tostevin A, Marvig RL, Bennedbaek M, Sharma S, Kozal MJ, Gompels M, Pinto AN, Lundgren J, Baxter JD. Rate of response to initial antiretroviral therapy according to level of pre-existing HIV-1 drug resistance detected by next-generation sequencing in the strategic timing of antiretroviral treatment (START) study. HIV Med 2024; 25:212-222. [PMID: 37775947 PMCID: PMC10872720 DOI: 10.1111/hiv.13556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 09/12/2023] [Indexed: 10/01/2023]
Abstract
OBJECTIVES The main objective of this analysis was to evaluate the impact of pre-existing drug resistance by next-generation sequencing (NGS) on the risk of treatment failure (TF) of first-line regimens in participants enrolled in the START study. METHODS Stored plasma from participants with entry HIV RNA >1000 copies/mL were analysed using NGS (llumina MiSeq). Pre-existing drug resistance was defined using the mutations considered by the Stanford HIV Drug Resistance Database (HIVDB v8.6) to calculate the genotypic susceptibility score (GSS, estimating the number of active drugs) for the first-line regimen at the detection threshold windows of >20%, >5%, and >2% of the viral population. Survival analysis was conducted to evaluate the association between the GSS and risk of TF (viral load >200 copies/mL plus treatment change). RESULTS Baseline NGS data were available for 1380 antiretroviral therapy (ART)-naïve participants enrolled over 2009-2013. First-line ART included a non-nucleoside reverse transcriptase inhibitor (NNRTI) in 976 (71%), a boosted protease inhibitor in 297 (22%), or an integrase strand transfer inhibitor in 107 (8%). The proportions of participants with GSS <3 were 7% for >20%, 10% for >5%, and 17% for the >2% thresholds, respectively. The adjusted hazard ratio of TF associated with a GSS of 0-2.75 versus 3 in the subset of participants with mutations detected at the >2% threshold was 1.66 (95% confidence interval 1.01-2.74; p = 0.05) and 2.32 (95% confidence interval 1.32-4.09; p = 0.003) after restricting the analysis to participants who started an NNRTI-based regimen. CONCLUSIONS Up to 17% of participants initiated ART with a GSS <3 on the basis of NGS data. Minority variants were predictive of TF, especially for participants starting NNRTI-based regimens.
Collapse
Affiliation(s)
| | - David Dunn
- Institute for Global Health, UCL, London, UK
| | | | - Rasmus L Marvig
- Center for Genomic Medicine, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Marc Bennedbaek
- Virus Research and Development Laboratory, Virus and Microbiological Special Diagnostics, Statens Serum Institute, Copenhagen, Denmark
| | - Shweta Sharma
- Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA
| | | | | | - Angie N Pinto
- The Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
| | - Jens Lundgren
- Copenhagen HIV Programme, Rigs Hospitalet, University of Copenhagen, Copenhagen, Denmark
| | - John D Baxter
- Cooper Medical School of Rowan University and Cooper University Health Care, Camden, New Jersey, USA
| |
Collapse
|
2
|
Mbunkah HA, Bertagnolio S, Hamers RL, Hunt G, Inzaule S, Rinke De Wit TF, Paredes R, Parkin NT, Jordan MR, Metzner KJ. Low-Abundance Drug-Resistant HIV-1 Variants in Antiretroviral Drug-Naive Individuals: A Systematic Review of Detection Methods, Prevalence, and Clinical Impact. J Infect Dis 2021; 221:1584-1597. [PMID: 31809534 DOI: 10.1093/infdis/jiz650] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Accepted: 12/04/2019] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND The presence of high-abundance drug-resistant HIV-1 jeopardizes success of antiretroviral therapy (ART). Despite numerous investigations, the clinical impact of low-abundance drug-resistant HIV-1 variants (LA-DRVs) at levels <15%-25% of the virus population in antiretroviral (ARV) drug-naive individuals remains controversial. METHODS We systematically reviewed 103 studies assessing prevalence, detection methods, technical and clinical detection cutoffs, and clinical significance of LA-DRVs in antiretroviral drug-naive adults. RESULTS In total, 14 919 ARV drug-naive individuals were included. Prevalence of LA-DRVs (ie, proportion of individuals harboring LA-DRVs) was 0%-100%. Technical detection cutoffs showed a 4 log range (0.001%-10%); 42/103 (40.8%) studies investigating the impact of LA-DRVs on ART; 25 studies included only individuals on first-line nonnucleoside reverse transcriptase inhibitor-based ART regimens. Eleven of those 25 studies (44.0%) reported a significantly association between preexisting LA-DRVs and risk of virological failure whereas 14/25 (56.0%) did not. CONCLUSIONS Comparability of the 103 studies is hampered by high heterogeneity of the studies' designs and use of different methods to detect LA-DRVs. Thus, evaluating clinical impact of LA-DRVs on first-line ART remains challenging. We, the WHO HIVResNet working group, defined central areas of future investigations to guide further efforts to implement ultrasensitive resistance testing in routine settings.
Collapse
Affiliation(s)
- Herbert A Mbunkah
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zürich, Switzerland.,Institute of Medical Virology, University of Zurich, Zürich, Switzerland.,Paul-Ehrlich-Institut, Langen, Germany
| | | | - Raph L Hamers
- Amsterdam Institute for Global Health and Development, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands.,Eijkman-Oxford Clinical Research Unit, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.,Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Gillian Hunt
- National Institute for Communicable Diseases, Johannesburg, South Africa
| | - Seth Inzaule
- Amsterdam Institute for Global Health and Development, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Tobias F Rinke De Wit
- Amsterdam Institute for Global Health and Development, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Roger Paredes
- Infectious Diseases Service and IrsiCaixa AIDS Research Institute for AIDS Research, Hospital Universitari Germans Trias i Pujol, Badalona, Catalonia, Spain
| | | | - Michael R Jordan
- Division of Geographic Medicine and Infectious Disease, Tufts University School of Medicine, Tufts Medical Center, Boston, Massachusetts, USA
| | - Karin J Metzner
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zürich, Switzerland.,Institute of Medical Virology, University of Zurich, Zürich, Switzerland
| | | |
Collapse
|
3
|
Boltz VF, Shao W, Bale MJ, Halvas EK, Luke B, McIntyre JA, Schooley RT, Lockman S, Currier JS, Sawe F, Hogg E, Hughes MD, Kearney MF, Coffin JM, Mellors JW. Linked dual-class HIV resistance mutations are associated with treatment failure. JCI Insight 2019; 4:130118. [PMID: 31487271 DOI: 10.1172/jci.insight.130118] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 08/27/2019] [Indexed: 01/23/2023] Open
Abstract
We hypothesized that HIV-1 with dual-class but not single-class drug resistance mutations linked on the same viral genome, present in the virus population before initiation of antiretroviral therapy (ART), would be associated with failure of ART to suppress viremia. To test this hypothesis, we utilized an ultrasensitive single-genome sequencing assay that detects rare HIV-1 variants with linked drug resistance mutations (DRMs). A case (ART failure) control (nonfailure) study was designed to assess whether linkage of DRMs in pre-ART plasma samples was associated with treatment outcome in the nevirapine/tenofovir/emtricitabine arm of the AIDS Clinical Trials Group A5208/Optimal Combined Therapy After Nevirapine Exposure (OCTANE) Trial 1 among women who had received prior single-dose nevirapine. Ultrasensitive single-genome sequencing revealed a significant association between pre-ART HIV variants with DRMs to 2 drug classes linked on the same genome (dual class) and failure of combination ART with 3 drugs to suppress viremia. In contrast, linked, single-class DRMs were not associated with ART failure. We conclude that linked dual-class DRMs present before the initiation of ART are associated with ART failure, whereas linked single-class DRMs are not.
Collapse
Affiliation(s)
- Valerie F Boltz
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, Maryland, USA
| | - Wei Shao
- Leidos Biomedical Research, Inc., Frederick, Maryland, USA
| | - Michael J Bale
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, Maryland, USA
| | | | - Brian Luke
- Leidos Biomedical Research, Inc., Frederick, Maryland, USA
| | | | | | - Shahin Lockman
- Brigham and Women's Hospital, Boston, Massachusetts, USA
| | | | - Fred Sawe
- Kenya Medical Research Institute, Kericho, Kenya
| | - Evelyn Hogg
- Social & Scientific Systems, Silver Spring, Maryland, USA
| | - Michael D Hughes
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Mary F Kearney
- HIV Dynamics and Replication Program, National Cancer Institute, Frederick, Maryland, USA
| | | | | |
Collapse
|
4
|
Caetano DG, Côrtes FH, Bello G, Teixeira SLM, Hoagland B, Grinsztejn B, Veloso VG, Guimarães ML, Morgado MG. Next-generation sequencing analyses of the emergence and maintenance of mutations in CTL epitopes in HIV controllers with differential viremia control. Retrovirology 2018; 15:62. [PMID: 30201008 PMCID: PMC6131818 DOI: 10.1186/s12977-018-0444-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2018] [Accepted: 09/05/2018] [Indexed: 01/10/2023] Open
Abstract
Background Despite the low level of viral replication in HIV controllers (HICs), studies have reported viral mutations related to escape from cytotoxic T-lymphocyte (CTL) response in HIV-1 plasma sequences. Thus, evaluating the dynamics of the emergence of CTL-escape mutants in HICs reservoirs is important for understanding viremia control. To analyze the HIV-1 mutational profile and dynamics of CTL-escape mutants in HICs, we selected 11 long-term non-progressor individuals and divided them into the following groups: (1) viremic controllers (VCs; n = 5) and (2) elite controllers (ECs; n = 6). For each individual, we used HIV-1 proviral DNA from PBMCs related to earliest (VE) and latest (VL) visits to obtain gag and nef sequences using the Illumina HiSeq system. The consensus of each mapped gene was used to assess viral divergence, and next-generation sequencing data were employed to identify SNPs and variations within and flanking CTL epitopes. Results Divergence analysis showed higher values for nef compared to gag among the HICs. EC and VC groups showed similar divergence rates for both genes. Analysis of the number of SNPs showed that VCs present more variability in both genes. Synonymous/non-synonymous mutation ratios were < 1 for gag among ECs and for nef among ECs and VCs, exhibiting a predominance of non-synonymous mutations. Such mutations were observed in regions encoding CTL-restricted epitopes in all individuals. All ECs presented non-synonymous mutations in CTL epitopes but generally at low frequency (< 1%); all VCs showed a high number of mutations, with significant frequency changes between VE and VL visits. A higher frequency of internal mutations was observed for gag epitopes, with significant changes across visits compared to Nef epitopes, indicating a pattern associated with differential genetic pressure. Conclusions The high genetic conservation of HIV-1 gag and nef among ECs indicates that the higher level of viremia control restricts the evolution of both genes. Although viral replication levels in HICs are low or undetectable, all individuals exhibited CTL epitope mutations in proviral gag and nef variants, indicating that potential CTL escape mutants are present in HIC reservoirs and that situations leading to a disequilibrium of the host-virus relationship can result in the spread of CTL-escape variants. Electronic supplementary material The online version of this article (10.1186/s12977-018-0444-z) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Diogo Gama Caetano
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Fernanda Heloise Côrtes
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Gonzalo Bello
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Sylvia Lopes Maia Teixeira
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Brenda Hoagland
- Laboratório de Pesquisa Clínica em DST e Aids, Instituto Nacional de Infectologia Evandro Chagas (INI)-FIOCRUZ, Rio de Janeiro, Brazil
| | - Beatriz Grinsztejn
- Laboratório de Pesquisa Clínica em DST e Aids, Instituto Nacional de Infectologia Evandro Chagas (INI)-FIOCRUZ, Rio de Janeiro, Brazil
| | - Valdilea Gonçalves Veloso
- Laboratório de Pesquisa Clínica em DST e Aids, Instituto Nacional de Infectologia Evandro Chagas (INI)-FIOCRUZ, Rio de Janeiro, Brazil
| | - Monick Lindenmeyer Guimarães
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil
| | - Mariza Gonçalves Morgado
- Laboratório de Aids e Imunologia Molecular, Instituto Oswaldo Cruz -FIOCRUZ, Av. Brasil 4365, Rio de Janeiro, RJ, 21045-900, Brazil.
| |
Collapse
|
5
|
Stella-Ascariz N, Arribas JR, Paredes R, Li JZ. The Role of HIV-1 Drug-Resistant Minority Variants in Treatment Failure. J Infect Dis 2017; 216:S847-S850. [PMID: 29207001 DOI: 10.1093/infdis/jix430] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
Human immunodeficiency virus type 1 (HIV-1) drug resistance genotyping is recommended to help in the selection of antiretroviral therapy and to prevent virologic failure. There are several ultrasensitive assays able to detect HIV-1 drug-resistance minority variants (DRMVs) not detectable by standard population sequencing-based HIV genotyping assays. Presence of these DRMVs has been shown to be clinically relevant, but its impact does not appear to be uniform across drug classes. In this review, we summarize key evidence for the clinical impact of DRMVs across drug classes for both antiretroviral treatment-naive and antiretroviral treatment-experienced patients, and highlight areas where more supporting evidence is needed.
Collapse
Affiliation(s)
| | - José Ramón Arribas
- HIV Unit, Internal Medicine Service, Hospital Universitario La Paz-IdiPAZ
| | - Roger Paredes
- HIV Unit and irsiCaixa AIDS Research Institute, Hospital Universitari Germans Trias i Pujol, Universitat Autònoma de Barcelona and Universitat de Vic-UCC, Spain
| | - Jonathan Z Li
- Division of Infectious Diseases, Brigham and Women's Hospital, Harvard Medical School
| |
Collapse
|
6
|
Rosado-Sánchez I, Herrero-Fernández I, Álvarez-Ríos AI, Genebat M, Abad-Carrillo MA, Ruiz-Mateos E, Pulido F, González-García J, Montero M, Bernal-Morell E, Vidal F, Leal M, Pacheco YM. A Lower Baseline CD4/CD8 T-Cell Ratio Is Independently Associated with Immunodiscordant Response to Antiretroviral Therapy in HIV-Infected Subjects. Antimicrob Agents Chemother 2017; 61:e00605-17. [PMID: 28559274 PMCID: PMC5527653 DOI: 10.1128/aac.00605-17] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 05/24/2017] [Indexed: 12/11/2022] Open
Abstract
We explored if baseline CD4/CD8 T-cell ratio is associated with immunodiscordant response to antiretroviral therapy in HIV-infected subjects. Comparing immunodiscordant and immunoconcordant subjects matched by pretreatment CD4 counts, we observed a lower pretreatment CD4/CD8 T-cell ratio in immunodiscordant subjects. Furthermore, pretreatment CD4/CD8 T-cell ratio, but not CD4 counts, correlated with the main immunological alterations observed in immunodiscordants, including increased regulatory T-cell (Treg) frequency and T-cell turnover-related markers. Then, in a larger cohort, only baseline CD4/CD8 T-cell ratio was independently associated with immunodiscordance, after adjusting by the viral CXCR4-tropic HIV variants. Our results suggest that the CD4/CD8 T-cell ratio could be an accurate biomarker of the subjacent immunological damage triggering immunodiscordance.
Collapse
Affiliation(s)
- I Rosado-Sánchez
- Laboratory of Immunovirology, Institute of Biomedicine of Seville, IBiS, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - I Herrero-Fernández
- Laboratory of Immunovirology, Institute of Biomedicine of Seville, IBiS, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - A I Álvarez-Ríos
- Department of Clinical Biochemistry, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - M Genebat
- Laboratory of Immunovirology, Institute of Biomedicine of Seville, IBiS, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - M A Abad-Carrillo
- Laboratory of Immunovirology, Institute of Biomedicine of Seville, IBiS, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - E Ruiz-Mateos
- Laboratory of Immunovirology, Institute of Biomedicine of Seville, IBiS, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - F Pulido
- Infectious Disease Unit, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - J González-García
- Infectious Disease Unit, Hospital Universitario La Paz/IdiPAZ, Madrid, Spain
| | - M Montero
- Infectious Disease Unit, Polytechnic and University Hospital La Fe, Valencia, Spain
| | - E Bernal-Morell
- Infectious Disease Unit, Hospital General Universitario Reina Sofía, Murcia, Spain
| | - F Vidal
- Infectious Diseases and HIV/AIDS Unit, Department of Internal Medicine, Hospital Universitari de Tarragona Joan XXIII, Universitat Rovira i Virgili, Tarragona, Spain
| | - M Leal
- Laboratory of Immunovirology, Institute of Biomedicine of Seville, IBiS, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| | - Y M Pacheco
- Laboratory of Immunovirology, Institute of Biomedicine of Seville, IBiS, Virgen del Rocío University Hospital/CSIC/University of Seville, Seville, Spain
| |
Collapse
|
7
|
HIV-1 Drug Resistance by Ultra-Deep Sequencing Following Short Course Zidovudine, Single-Dose Nevirapine, and Single-Dose Tenofovir with Emtricitabine for Prevention of Mother-to-Child Transmission. J Acquir Immune Defic Syndr 2017; 73:384-389. [PMID: 27327263 PMCID: PMC5172515 DOI: 10.1097/qai.0000000000001116] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Supplemental Digital Content is Available in the Text. Antiretroviral drug resistance following pMTCT strategies remains a significant problem. With rapid advancements in next generation sequencing technologies, there is more focus on HIV drug-resistant variants of low frequency, or the so-called minority variants. In South Africa, AZT monotherapy for pMTCT, similar to World Health Organization option A, has been used since 2008. In 2010, a single dose of co-formulated TDF/FTC was included in the strategy for prevention of resistance conferred by single-dose nevirapine (sd NVP). The study was conducted in KwaZulu-Natal, South Africa, among pMTCT participants who received AZT monotherapy from 14 weeks of gestation, intrapartum AZT and sd NVP, and postpartum sd TDF/FTC. Twenty-six specimens collected at 6 weeks post-delivery were successfully sequenced using 454 ultra-deep sequencing. Non-nucleoside reverse transcriptase inhibitor (NNRTI) resistance was detected in 17 of 26 (65%) patients, 2 (7%) had Thymidine analogue mutations, and 3 (11%) had K65R. Of the 17 patients with NNRTI resistance, 11 (65%) had high-level NNRTI resistance, whereas 6 (35%) had intermediate NNRTI resistance. The levels of NNRTI resistance are much higher than would be expected, given the inclusion of antepartum AZT and postpartum TDF/FTC. This high level of NNRTI resistance could impact future NNRTI-containing treatment for a large proportion of pMTCT-exposed women. The detection of Thymidine analogue mutations highlights the need to understand the clinical impact of these on AZT-containing antiretroviral treatment in women exposed to AZT monotherapy.
Collapse
|
8
|
Casadellà M, Cozzi-Lepri A, Phillips A, Noguera-Julian M, Bickel M, Sedlacek D, Zilmer K, Clotet B, Lundgren JD, Paredes R. Plasma HIV-1 Tropism and the Risk of Short-Term Clinical Progression to AIDS or Death. PLoS One 2017; 12:e0166613. [PMID: 28129343 PMCID: PMC5271314 DOI: 10.1371/journal.pone.0166613] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2016] [Accepted: 11/01/2016] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE To investigate if plasma HIV-1 tropism testing could identify subjects at higher risk for clinical progression and death in routine clinical management. DESIGN Nested case-control study within the EuroSIDA cohort. METHODS Cases were subjects with AIDS or who died from any cause, with a plasma sample with HIV-1 RNA >1000 copies/mL available for tropism testing 3 to 12 months prior to the event. At least 1 control matched for age, HIV-1 RNA and HCV status at the time of sampling were selected per each case. Conditional logistic regression was used to investigate exposures associated with clinical progression to AIDS or death. A linear mixed model with random intercept was used to compare CD4+T-cell slopes by HIV tropism over the 12 months following the date of sampling. RESULTS The study included 266 subjects, 100 cases and 166 controls; one quarter had X4 HIV; 26% were ART-naïve. Baseline factors independently associated with clinical progression or death were female gender (OR = 2.13 vs. male, 95CI = 1.04, 4.36), p = 0.038), CD4+T-cell count (OR = 0.90 (95CI = 0.80, 1.00) per 100 cells/mm3 higher, p = 0.058), being on ART (OR = 2.72 vs. being off-ART (95CI = 1.15, 6.41), p = 0.022) and calendar year of sample [OR = 0.84 (95CI = 0.77, 0.91) per more recent year, p<0.001). Baseline tropism was not associated with the risk of clinical progression or death. CD4+T-cell slopes did not differ within or between tropism groups. CONCLUSIONS The predictive role of plasma tropism determined using 454 sequencing in the context of people receiving cART with detectable VL is not helpful to identify subjects at higher risk for clinical progression to AIDS or death.
Collapse
Affiliation(s)
- Maria Casadellà
- IrsiCaixa AIDS Research Institute, Badalona, Catalonia, Spain
- Universitat Autònoma de Barcelona, Catalonia, Spain
| | | | | | - Marc Noguera-Julian
- IrsiCaixa AIDS Research Institute, Badalona, Catalonia, Spain
- Universitat Autònoma de Barcelona, Catalonia, Spain
- Universitat de Vic-Universitat Central de Catalunya, Vic, Catalonia, Spain
| | | | | | - Kai Zilmer
- West-Tallinn Central Hospital, Tallinn, Estonia
| | - Bonaventura Clotet
- IrsiCaixa AIDS Research Institute, Badalona, Catalonia, Spain
- Universitat Autònoma de Barcelona, Catalonia, Spain
- Universitat de Vic-Universitat Central de Catalunya, Vic, Catalonia, Spain
- HIV Unit, Hospital Universitari Germans Trias i Pujol, Badalona, Catalonia, Spain
| | - Jens D Lundgren
- CHIP, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Roger Paredes
- IrsiCaixa AIDS Research Institute, Badalona, Catalonia, Spain
- Universitat Autònoma de Barcelona, Catalonia, Spain
- Universitat de Vic-Universitat Central de Catalunya, Vic, Catalonia, Spain
- HIV Unit, Hospital Universitari Germans Trias i Pujol, Badalona, Catalonia, Spain
| |
Collapse
|
9
|
Casadellà M, Paredes R. Deep sequencing for HIV-1 clinical management. Virus Res 2016; 239:69-81. [PMID: 27818211 DOI: 10.1016/j.virusres.2016.10.019] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2016] [Revised: 10/10/2016] [Accepted: 10/18/2016] [Indexed: 02/05/2023]
Abstract
The emerging HIV-1 resistance epidemic is threatening the impressive global advances in HIV-1 infection treatment and prevention achieved in the last decade. Next-generation sequencing is improving our ability to understand, diagnose and prevent HIV-1 resistance, being increasingly cost-effective and more accessible. However, NGS still faces a number of limitations that need to be addressed to enable its widespread use. Here, we will review the main NGS platforms available for HIV-1 diagnosis, the factors affecting the clinical utility of NGS testing and the evidence supporting -or not- ultrasensitive genotyping over Sanger sequencing for routine HIV-1 diagnosis. Now that global HIV-1 eradication might be within our reach, making NGS accessible also to LMICs has become a priority. Reductions in sequencing costs, particularly in library preparation, and accessibility to low-cost, robust but simplified automated bioinformatic analyses of NGS data will remain essential to end the HIV-1 pandemic.
Collapse
Affiliation(s)
- Maria Casadellà
- IrsiCaixa AIDS Research Institute, Badalona, Spain; Universitat Autònoma de Barcelona, Catalonia, Spain.
| | - Roger Paredes
- IrsiCaixa AIDS Research Institute, Badalona, Spain; Universitat Autònoma de Barcelona, Catalonia, Spain; Universitat de Vic - Central de Catalunya, Vic, Catalonia, Spain; HIV-1 Unit, Hospital Universitari Germans Trias i Pujol, Badalona, Catalonia, Spain
| |
Collapse
|