scholarly journals Improved HIV-1 drug resistance mutation prediction using quasispecies reconstruction supported analysis

2021 ◽  
Author(s):  
Jyoti Sutar ◽  
Shilpa Bhowmick ◽  
Varsha Padwal ◽  
Vidya Nagar ◽  
Priya Patil ◽  
...  
Keyword(s):  
Drug Resistance ◽  
High Throughput Sequencing ◽  
Resistance Mutation ◽  
Detection Sensitivity ◽  
Treatment As Prevention ◽  
Reconstruction Algorithms ◽  
Resistance Mutations ◽  
Proviral Dna ◽  
Hiv 1

Accurate and sensitive approaches to detect HIV-1 drug resistance mutations (DRMs) are indispensable for the paradigm of treatment as prevention. While HIV-1 proviral DNA allows sensitive high throughput sequencing (HTS)-based DRM detection, its applicability is limited by presence of defective genomes. This study demonstrates application of quasispecies reconstruction algorithms (QRAs) to improve DRM detection sensitivity from proviral DNA. A robust benchmarking of 5 QRAs was performed with 2 distinct experimental control-datasets including a stringent, novel control: DCPM, simulating in-vivo variant distribution (0.08%-86.5%). Selected QRA was further evaluated for its ability to differentiate DRMs from hypermutated sequences using an in-silico control. PredictHaplo outperformed all others in terms of precision and was selected for further analysis. Near full-genome HTS was performed on proviral DNA from 20 HIV-1C infected individuals, at different stages of ART, from Mumbai, India. DRM detection was performed through residue-wise variation analysis and implementation of QRAs. Both analyses were highly concordant for DRM frequencies >10% (spearman r=0.91, p<0.0001). Phylogenetic association in HTS datasets with shared transmission history could also be demonstrated by PredictHaplo. This study highlights utility of QRAs as an adjunct to traditional residue-wise variation-based DRM detection leading to optimal personalized ART as well as better disease management.

scholarly journals MiDRMpol: A High-Throughput Multiplexed Amplicon Sequencing Workflow to Quantify HIV-1 Drug Resistance Mutations against Protease, Reverse Transcriptase, and Integrase Inhibitors

Viruses ◽  
2019 ◽  
Vol 11 (9) ◽  
pp. 806
Author(s):  
Shambhu G. Aralaguppe ◽  
Anoop T. Ambikan ◽  
Manickam Ashokkumar ◽  
Milner M. Kumar ◽  
Luke Elizabeth Hanna ◽  
...  
Keyword(s):  
Drug Resistance ◽  
High Throughput ◽  
Large Scale ◽  
High Throughput Sequencing ◽  
Polymorphism Analysis ◽  
Resistance Mutations ◽  
Subtype C ◽  
Bioinformatics Pipeline ◽  
Drug Resistance Mutations ◽  
Hiv 1

The detection of drug resistance mutations (DRMs) in minor viral populations is of potential clinical importance. However, sophisticated computational infrastructure and competence for analysis of high-throughput sequencing (HTS) data lack at most diagnostic laboratories. Thus, we have proposed a new pipeline, MiDRMpol, to quantify DRM from the HIV-1 pol region. The gag-vpu region of 87 plasma samples from HIV-infected individuals from three cohorts was amplified and sequenced by Illumina HiSeq2500. The sequence reads were adapter-trimmed, followed by analysis using in-house scripts. Samples from Swedish and Ethiopian cohorts were also sequenced by Sanger sequencing. The pipeline was validated against the online tool PASeq (Polymorphism Analysis by Sequencing). Based on an error rate of <1%, a value of >1% was set as reliable to consider a minor variant. Both pipelines detected the mutations in the dominant viral populations, while discrepancies were observed in minor viral populations. In five HIV-1 subtype C samples, minor mutations were detected at the <5% level by MiDRMpol but not by PASeq. MiDRMpol is a computationally as well as labor efficient bioinformatics pipeline for the detection of DRM from HTS data. It identifies minor viral populations (<20%) of DRMs. Our method can be incorporated into large-scale surveillance of HIV-1 DRM.

scholarly journals Monitoring of HIV Drug Resistance Mutations in Newly Diagnosed Patients in Cyprus (2010–2012)

2017 ◽  
Vol 4 (suppl_1) ◽  
pp. S424-S424
Author(s):  
Ioannis Demetriades
Keyword(s):  
Drug Resistance ◽  
Phylogenetic Trees ◽  
Resistance Mutation ◽  
Drug Resistance Mutation ◽  
High Rate ◽  
Resistance Testing ◽  
Newly Diagnosed ◽  
Resistance Mutations ◽  
Subtype B ◽  
Hiv 1

Abstract Background A molecular epidemiology study of HIV-1 infection was conducted in 100 HIV-1 diagnosed and untreated patients in Cyprus representing 65.4 percent of all the reported HIV-1 infections in Cyprus between 2010 and 2012. Methods Eighty-two patients were newly diagnosed (genotypic drug resistance testing within six months from diagnosis), and 18 patients were HIV-1 diagnosed for a longer period or the diagnosis date was unknown. Results Phylogenetic trees of the pol sequences obtained in this study with reference sequences indicated that subtypes B and A1 were the most common subtypes present and accounted for 41.0 and 19.0% respectively, followed by subtype C (7.0%), F1 (8.0%), CRF02_AG (4.0%), A2 (2.0%), other CRFs (7.0%) and unknown recombinant forms, URFs (12%). Most of newly-diagnosed study subjects were Cypriots (63%), males (78%) with median age 39 (Interquartile Range, IQR 33–48) reporting having sex with other men, MSM (51%). Conclusion A high rate of clustered transmission of subtype B drug-sensitive strains to reverse transcriptase and protease inhibitors was observed among MSM. Twenty-eight out of forty-one MSM study subjects (68.0%) infected were implicated in five transmission clusters, two of which are subtype A1 and three subtype B strains. The two largest MSM subtype B clusters included nine and eight Cypriot men, respectively, living in all major cities in Cyprus. There were only three newly diagnosed patients with transmitted drug resistant HIV-1 strains, one study subject from the United Kingdom infected with subtype B strain and one from Romania with subtype A2 strain, both with the PI drug resistance mutation M46L and one patient from Greece with subtype A1 strain with the NNRTI drug resistance mutation K103N. Disclosures All authors: No reported disclosures.

scholarly journals Dolutegravir-Selected HIV-1 Containing the N155H and R263K Resistance Substitutions Does Not Acquire Additional Compensatory Mutations under Drug Pressure That Lead to Higher-Level Resistance and Increased Replicative Capacity

2015 ◽  
Vol 89 (20) ◽  
pp. 10482-10488 ◽  
Author(s):  
Kaitlin Anstett ◽  
Robert Fusco ◽  
Vincent Cutillas ◽  
Thibault Mesplède ◽  
Mark A. Wainberg
Keyword(s):  
Drug Resistance ◽  
Rescue Therapy ◽  
Resistance Mutation ◽  
Viral Infectivity ◽  
Resistance Mutations ◽  
Primary Resistance ◽  
Subtype B ◽  
Compensatory Mutations ◽  
Hiv 1 ◽  
Level Resistance

ABSTRACTWe have previously shown that the addition of the raltegravir/elvitegavir (RAL/EVG) primary resistance mutation N155H to the R263K dolutegravir (DTG) resistance mutation partially compensated for the fitness cost imposed by R263K while also slightly increasing DTG resistancein vitro(K. Anstett, T. Mesplede, M. Oliveira, V. Cutillas, and M. A. Wainberg, J Virol89:4681–4684, 2015, doi:10.1128/JVI.03485-14). Since many patients failing RAL/EVG are given DTG as part of rescue therapy, and given that the N155H substitution often is found in combination with other compensatory resistance mutations in such individuals, we investigated the effects of multiple such substitutions within integrase (IN) on each of integrase function, HIV-1 infectivity, and levels of drug resistance. To this end, each of the L74M, E92Q, T97A, E157Q, and G163R substitutions were introduced into NL4.3 subtype B HIV-1 vectors harboring N155H and R263K in tandem [termed NL4.3IN(N155H/R263K)]. Relevant recombinant integrase enzymes also were expressed, and purified and biochemical assays of strand transfer efficiency as well as viral infectivity and drug resistance studies were performed. We found that the addition of T97A, E157Q, or G163R somewhat improved the affinity of INN155H/R263Kfor its target DNA substrate, while the presence of L74M or E92Q had a negative effect on this process. However, viral infectivity was significantly decreased from that of NL4.3IN(N155H/R263K)after the addition of each tertiary mutation, and no increases in levels of DTG resistance were observed. This work shows that the compensatory mutations that evolve after N155H under continued DTG or RAL/EVG pressure in patients are unable to improve either enzyme efficiency or viral infectivity in an N155H/R263K background.IMPORTANCEIn contrast to other drugs, dolutegravir has not selected for resistance in HIV-positive individuals when used in first-line therapy. We had previously shown that HIV containing the primary raltegravir/elvitegravir resistance substitution N155H could select for R263K under dolutegravir pressure and that this virus was fit and displayed low-level resistance to dolutegravir (Anstett et al., J Virol89:4681–4684). Therefore, the current study aimed to uncover whether accessory mutations that appear after N155H in response to raltegravir/elvitegravir were compatible with N155H and R263K. We found, however, that the addition of a third mutation negatively impacted both the enzyme and the virus in terms of activity and infectivity without large shifts in integrase inhibitor resistance. Thus, it is unlikely that these substitutions would be selected under dolutegravir pressure. These data support the hypothesis that primary resistance against DTG cannot evolve through RAL/EVG resistance pathways and that the selection of R263K leads HIV into an evolutionary dead-end.

scholarly journals Deep Sequencing of HIV-1 RNA and DNA in Newly Diagnosed Patients with Baseline Drug Resistance Showed No Indications for Hidden Resistance and Is Biased by Strong Interference of Hypermutation

2016 ◽  
Vol 54 (6) ◽  
pp. 1605-1615 ◽  
Author(s):  
Kenny Dauwe ◽  
Delfien Staelens ◽  
Leen Vancoillie ◽  
Virginie Mortier ◽  
Chris Verhofstede
Keyword(s):  
Drug Resistance ◽  
Reverse Transcriptase ◽  
Deep Sequencing ◽  
Resistance Mutation ◽  
Wild Type Virus ◽  
Multiple Resistance ◽  
Newly Diagnosed ◽  
Resistance Mutations ◽  
Hiv 1 ◽  
Rna And Dna

Deep sequencing of plasma RNA or proviral DNA may be an interesting alternative to population sequencing for the detection of baseline transmitted HIV-1 drug resistance. Using a Roche 454 GS Junior HIV-1 prototype kit, we performed deep sequencing of the HIV-1 protease and reverse transcriptase genes on paired plasma and buffy coat samples from newly diagnosed HIV-1-positive individuals. Selection was based on the outcome of population sequencing and included 12 patients with either a revertant amino acid at codon 215 of the reverse transcriptase or a singleton resistance mutation, 4 patients with multiple resistance mutations, and 4 patients with wild-type virus. Deep sequencing of RNA and DNA detected 6 and 43 mutations, respectively, that were not identified by population sequencing. A subsequently performed hypermutation analysis, however, revealed hypermutation in 61.19% of 3,188 DNA reads with a resistance mutation. The removal of hypermutated reads dropped the number of additional mutations in DNA from 43 to 17. No hypermutation evidence was found in the RNA reads. Five of the 6 additional RNA mutations and all additional DNA mutations, after full exclusion of hypermutation bias, were observed in the 3 individuals with multiple resistance mutations detected by population sequencing. Despite focused selection of patients with T215 revertants or singleton mutations, deep sequencing failed to identify the resistant T215Y/F or M184V or any other resistance mutation, indicating that in most of these cases there is no hidden resistance and that the virus detected at diagnosis by population sequencing is the original infecting variant.

scholarly journals Genetic Diversity and Drug Resistance Mutations in HIV-1 from Untreated Patients in Niamey, Niger

2011 ◽  
Vol 2011 ◽  
pp. 1-4 ◽  
Author(s):  
Saïdou Mamadou ◽  
Yahayé Hanki ◽  
Amadou Roufaï Ali Maazou ◽  
Balki Aoula ◽  
Sanata Diallo
Keyword(s):  
Drug Resistance ◽  
Genetic Variants ◽  
Care Center ◽  
Rna Extraction ◽  
Resistance Mutation ◽  
Capital City ◽  
Resistance Mutations ◽  
Drug Resistance Mutations ◽  
Drug Naïve ◽  
Hiv 1

The objective of the study was to estimate the prevalence of transmitted resistance to antiretroviral of HIV-1 circulating in Niger. We collected plasmas from 96 drug-naive patients followed up in the main HIV/AIDS Care Center of Niamey, the capital city of Niger. After RNA extraction and retrotranscription to proviral DNA, nested PCR was performed to amplify PR (codons 1–99) and RT (codons 1–240) fragments for sequencing. Sequences were analysed for phylogeny, then for resistance-associated mutations according to IAS-USA and Stanford's lists of mutations. We characterized six HIV-1 genetic variants: CRF02-AG (56.3%), CRF30_0206 (15.6%), subtype G (15.6%), CRF06_cpx (9.4%), CRF11_cpx (2.1%), and CRF01_AE (1%). About 8.3% of HIV strains had at least 1 resistance mutation: 4 strains with at least 1 mutation to NRTI, 5 for NNRTI, and 1 for PI, respectiveley 4.2%, 5.2%, and 1.0%. These preliminary results gave enough information for the need of instauring HIV drug resistance national surveillance.

scholarly journals HIV-1 resistance profile in plasma and peripheral blood lymphocytes in a group of naive patients

2012 ◽  
Vol 64 (4) ◽  
pp. 1261-1270 ◽  
Author(s):  
Marina Siljic ◽  
Dubravka Salemovic ◽  
Dj. Jevtovic ◽  
Ivana Pesic-Pavlovic ◽  
Sonja Zerjav ◽  
...  
Keyword(s):  
Drug Resistance ◽  
Peripheral Blood ◽  
Mononuclear Cells ◽  
Viral Rna ◽  
Resistance Mutations ◽  
Primary Resistance ◽  
Resistance Profile ◽  
Proviral Dna ◽  
Drug Resistance Mutations ◽  
Hiv 1

Transmitted HIV-1 drug resistance (TDR) is a persisting problem, even though the prevalence of primary resistance may remain stable or start to decline. Proviral DNA detectable in peripheral blood mononuclear cells (PBMCs) is a reservoir of drug resistant viral variants and could be an alternative marker to viral RNA for the detection of drug resistance mutations. The aim of this study was to compare the HIV-1 resistance profile between plasma viral RNA and proviral DNA in a group of untreated patients. Thirty-one HIV-1 seropositive patients without prior ARV treatment were included in the study. The presence of non-polymorphic drug resistance mutations was identified in 10 cases in proviral DNA and in 11 cases in plasma according to different scoring systems. Our results show a similar resistance profile between plasma RNA and proviral DNA, but with some discordances present. The sequencing of proviral DNA could provide useful additional information with regard to primary resistance.

scholarly journals Detectable viral load among HIV -1 positive pregnant women on ART (Option B +) in northern Tanzania: Baseline results from the HIVDR study

2021 ◽  
Vol 3 (1) ◽  
pp. 44-50
Author(s):  
Nicholaus Steven Mazuguni ◽  
Festo Mazuguni ◽  
Eva Prosper Muro
Keyword(s):  
Drug Resistance ◽  
Viral Load ◽  
Virological Failure ◽  
Virologic Failure ◽  
Resistance Mutation ◽  
Resistance Testing ◽  
Resistance Mutations ◽  
Drug Resistance Mutations ◽  
Hiv 1 ◽  
Level Resistance

Introduction: In Tanzania, the Ministry of Health, Community Development, Gender, Elderly and Children (MoHCDEC) has implemented the Option B+ as one of the strategies to facilitate achievement of elimination of mother to child transmission of HIV. To prevent emergence of drug resistance mutations early identification of option B+ failure is critical. The emergence of drug resistance mutation and subsequent treatment failure poses a major concern for HIV program in low- and middle-income resource settings where treatment options are limited. Methodology: We recruited treatment naïve, treatment experienced HIV-1 positive pregnant women and those who had prophylaxis in their previous pregnancy in Kilimanjaro, northern Tanzania August 2016 to February 2017. Whole blood (2ml) for biochemistry, viral load and drug resistance testing were taken at baseline. ARV drug resistance testing was done on women with VL ≥ 1000 copies/ml. We used descriptive statistic and logistic regression to determine the strength of association between virologic outcome (virologic failure) and independent predictors. Results: One hundred and forty eight (148) pregnant HIV-positive women were enrolled in the study with mean age of 29.82 years (SD=6.17) from August, 2016 to February, 2017. Virologic failure was demonstrated in 34 (23%) with viral load   ≥ 1,000 copies/ml. Genotyping results were available from 26 women, mutations associated with ARV resistance were detected in 23.1% (n = 6/26). Among the six women with ARV resistance mutation 4(66.7%) had high level resistance and 2(33.3%) had low level resistance. Among the 26 samples genotyped 15(58%) viruses were subtype A, while eight were subtype C (31%) and three subtypes D (11%). The most dominant drug resistance mutations against the reverse transcriptase inhibitors for the women with high level resistance were K103N, Y188L, D67N, K70R, M184V, T215F, K219EQ, and the low-level resistance was E138A. The older age was associated with virological failure compared to those who were < 20 year of age. Conclusion: Viral load testing should be done on women who were already on antiretroviral treatment on their first antenatal visit to ensure early detection of virological failure and enable clinicians to take an appropriate course of action on their management. Educational intervention on adherence should be targeted at an early stage to women with virological failure during pregnancy to reduce the emergence of HIV-1 drug resistance mutations.

scholarly journals Increased acquired protease inhibitor drug resistance mutations in minor HIV-1 quasispecies from infected patients suspected of failing on national second-line therapy in South Africa

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Adetayo Emmanuel Obasa ◽  
Anoop T. Ambikan ◽  
Soham Gupta ◽  
Ujjwal Neogi ◽  
Graeme Brendon Jacobs
Keyword(s):  
South Africa ◽  
Drug Resistance ◽  
Reverse Transcriptase ◽  
High Throughput ◽  
High Throughput Sequencing ◽  
Second Line ◽  
Viral Quasispecies ◽  
Resistance Mutations ◽  
Drug Resistance Mutations ◽  
Hiv 1

Abstract Background HIV-1C has been shown to have a greater risk of virological failure and reduced susceptibility towards boosted protease inhibitors (bPIs), a component of second-line combination antiretroviral therapy (cART) in South Africa. This study entailed an evaluation of HIV-1 drug resistance-associated mutations (RAMs) among minor viral populations through high-throughput sequencing genotypic resistance testing (HTS-GRT) in patients on the South African national second-line cART regimen receiving bPIs. Methods During 2017 and 2018, 67 patient samples were sequenced using high-throughput sequencing (HTS), of which 56 samples were included in the final analysis because the patient’s treatment regimen was available at the time of sampling. All patients were receiving bPIs as part of their cART. Viral RNA was extracted, and complete pol genes were amplified and sequenced using Illumina HiSeq2500, followed by bioinformatics analysis to quantify the RAMs according to the Stanford HIV Drug Resistance Database. Results Statistically significantly higher PI RAMs were observed in minor viral quasispecies (25%; 14/56) compared to non-nucleoside reverse transcriptase inhibitors (9%; 5/56; p = 0.042) and integrase inhibitor RAM (4%; 2/56; p = 0.002). The majority of the drug resistance mutations in the minor viral quasispecies were observed in the V82A mutation (n = 13) in protease and K65R (n = 5), K103N (n = 7) and M184V (n = 5) in reverse transcriptase. Conclusions HTS-GRT improved the identification of PI and reverse transcriptase inhibitor (RTI) RAMs in second-line cART patients from South Africa compared to the conventional GRT with ≥20% used in Sanger-based sequencing. Several RTI RAMs, such as K65R, M184V or K103N and PI RAM V82A, were identified in < 20% of the population. Deep sequencing could be of greater value in detecting acquired resistance mutations early.

scholarly journals Prevalence of doravirine-associated resistance mutations in HIV-1-infected antiretroviral-experienced patients from two large databases in France and Italy

2020 ◽  
Vol 75 (4) ◽  
pp. 1026-1030 ◽  
Author(s):  
Cathia Soulie ◽  
Maria Mercedes Santoro ◽  
Alexandre Storto ◽  
Basma Abdi ◽  
Charlotte Charpentier ◽  
...  
Keyword(s):  
Reverse Transcriptase ◽  
Resistance Mutation ◽  
Resistance Pattern ◽  
Resistance Mutations ◽  
Large Databases ◽  
The Common ◽  
Hiv 1

Abstract Objectives Doravirine, a novel NNRTI, selects for specific mutations in vitro, including mutations at reverse transcriptase (RT) positions 106, 108, 188, 227, 230 and 234. The aim of this study was to examine the prevalence of doravirine-associated resistance mutations in HIV-1-infected antiretroviral-experienced patients. Methods Doravirine-associated resistance mutations identified in vitro or in vivo were studied in a set of 9199 HIV-1 RT sequences from HIV-1 antiretroviral-experienced patients, including 381 NNRTI-failing patients in France and Italy between 2012 and 2017. The following mutations were considered as resistance mutations: V106A/M, V108I, Y188L, G190S, F227C/L/V, M230I/L, L234I, P236L, K103N + Y181C, K103N + P225H and K103N + L100I. Results The frequencies of doravirine-associated resistance mutations (total dataset versus NNRTI-failing patients) were: V106A/M, 0.8% versus 2.6%; V108I, 3.3% versus 9.2%; Y188L, 1.2% versus 2.6%; G190S, 0.3% versus 2.1%; F227C/L/V, 0.5% versus 1.8%; M230I/L, 2.8% versus 0%; L234I, 0.1% versus 0.5%; K103N + Y181C, 3.9% versus 3.9%; K103N + P225H, 2.9% versus 4.7%; and K103N + L100I, 1.7% versus 3.9%, with a significantly higher proportion of these mutations in the NNRTI-failing group (P &lt; 0.05), except for M230I/L and K103N + Y181C. The overall prevalence of sequences with at least one doravirine-associated resistance mutation was 12.2% and 34.9% in the total dataset and NNRTI-failing patients (P &lt; 0.001), respectively. In comparison, the prevalence of the common NNRTI mutations V90I, K101E/P, K103N/S, E138A/G/K/Q/R/S, Y181C/I/V and G190A/E/S/Q were higher (8.9%, 7.9%, 28.6%, 12.6%, 14.2% and 8.9%, respectively). Conclusions These results suggest that doravirine resistance in antiretroviral-experienced patients generally and specifically among NNRTI-failing patients is lower than resistance to other NNRTIs currently used, confirming its distinguishing resistance pattern.

scholarly journals Characteristics of HIV-1 molecular transmission networks and drug resistance among men who have sex with men in Tianjin, China (2014–2018)

2020 ◽  
Vol 17 (1) ◽  
Author(s):  
Minna Zheng ◽  
Maohe Yu ◽  
Shaohui Cheng ◽  
Ning Zhou ◽  
Tielin Ning ◽  
...  
Keyword(s):  
Drug Resistance ◽  
Hiv Transmission ◽  
Transmitted Disease ◽  
Resistance Mutation ◽  
Drug Resistance Mutation ◽  
Bootstrap Support ◽  
Resistance Mutations ◽  
Sexually Transmitted ◽  
Sex With Men ◽  
Hiv 1

Abstract Background In Tianjin, China, there is a relatively high prevalence of HIV in men who have sex with men (MSM). The number of HIV cases in Tianjin is also increasing. We investigated the HIV molecular transmission network, genetic tropisms, and drug resistance mutations in Tianjin. Methods Blood samples were collected from 510 newly diagnosed antiretroviral therapy (ART)-naïve HIV-1-infected subjects among MSM in Tianjin. Partial pol and env genes were sequenced and used for phylogenetic, genetic tropism, and genotypic drug resistance analyses. Molecular clusters were identified with 1.5% genetic distance and 90% bootstrap support. Results Among the 436 HIV-1 pol sequences obtained from the study participants, various genotypes were identified, including CRF01_AE (56.9%), CRF07_BC (27.8%), B (7.3%), CRF55_01B (4.1%), unique recombinant forms (URFs) (3.7%), and CRF59_01B (0.2%). A higher prevalence of X4 viruses was observed in individuals infected with CRF55_01B (56.3%) and CRF01_AE (46.2%) than with other subtypes. Of all 110 sequences in the 36 clusters, 62 (56.4%) were observed in 23 CRF01_AE clusters and 18 (16.4%) in four CRF07_BC clusters. Eight sequences clustered with at least one other shared the same drug resistance mutation (DRM). In different cluster sizes, the distributions of individuals by age, presence of sexually transmitted disease, and presence of DRMs, were significantly different. Conclusion We revealed the characteristics of HIV molecular transmission, tropism, and DRMs of ART-naïve HIV-infected individuals among the MSM population in Tianjin. Identifying infected persons at risk of transmission is necessary for proposing counseling and treating these patients to reduce the risk of HIV transmission.

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