Novel integrase mutations linked to genotypic DTG resistance in non-B HIV-1 strains from African participants: The DTG RESIST study
Han, N.; Loosli, T.; Sauermann, M.; Celikag, i.; Anderegg, N.; Baye, B. C.; Bolton-Moore, C.; Buzaalirwa, L.; Byakwaga, H.; Chimbetete, C.; Ebasone, P. V.; Goodrich, S.; Huwa, J. M.; Kasozi, C.; Mafoua, A.; Massamba, A. C.; Messou, E.; Minga, A.; Murenzi, G.; Muula, G.; Muyindike, W.; Naidoo, S. J.; Nsonde, D. M.; Poda, A.; Ramde, R.; Semeere, A.; Singh, L.; Günthard, H. F.; Egger, M.; Giandhari, J.; Lessells, R.; Kouyos, R.; DTG RESIST Study Group,
Show abstract
BackgroundIntegrase mutations associated with dolutegravir resistance have been well characterized, but based on limited data from non-B subtypes. ObjectivesWe aim to identify integrase mutations not currently classified as integrase strand transfer inhibitor (INSTI) resistance mutations (DRMs) in individuals with viremia on dolutegravir-based regimens. MethodsMutations in integrase sequences in the DTG RESIST study from African countries were detected using Stanford HIVdb v9.8. We used a viral genome-wide association study (GWAS) approach to identify mutations not classified as major or accessory INSTI DRMs but associated with dolutegravir resistance. We performed the same GWAS on drug-naive sequences from the Los Alamos HIV-1 database to identify mutations associated with viraemia under DTG exposure. ResultsAmong 387 sequences, 107 (27.6%) showed at least intermediate dolutegravir resistance. Fourteen integrase mutations not classified as major or accessory DRMs (S39R, L45I, I72L, L74I, V79I, F100Y, I113V, S119R, V126A, K156N, O177L, I208M, A265V, and R284G) were significantly associated with resistance. V79I (adjusted odds ratio [aOR] 169.2, 95% credible interval [CrI] 18.2-2871.4) and I72L (aOR 67.7, 95% CrI 7.1-1326.2) were strongly associated with resistance. S39R, L45I, I72L, L74I, V79I, F100Y, S119R, and K156N were linked to established INSTI resistance pathways, and I72L, L74I, V79I, V126A, and K156N were associated with viraemia under DTG exposure. ConclusionsWe identified several integrase mutations outside established DRM categories that are strongly associated with dolutegravir resistance. Dolutegravir resistance evolution is complex; likely involves mutations not currently classified as DRMs.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Temporal Trends And Transmission Dynamics Of Pre-Treatment HIV-1 Drug Resistance Within And Between Risk Groups In Kenya, 1986-2020 96%
- Modeling remdesivir antiviral efficacy in COVID-19 hospitalized patients of the randomized, controlled, open-label DisCoVeRy trial 91%
- Notable transmitted HIV drug resistance among people who inject drugs in Pakistan 91%
Similar papers in this journal
- Doubling dolutegravir dosage reduces the viral reservoir in ART-treated people with HIV 94%
- Differences in HIV-1 reservoir size, landscape characteristics and decay dynamics in acute and chronic treated HIV-1 Clade C infection 94%
- Non-nucleoside reverse transcriptase inhibitor-based combination antiretroviral therapy is associated with lower cell-associated HIV RNA and DNA levels as compared with therapy based on protease inhibitors 94%
Similar papers in this journal
- Inferring the multiplicity of founder variants initiating HIV-1 infection: a systematic review and individual patient data meta-analysis 94%
- Deciphering Bedaquiline and Clofazimine Resistance in Tuberculosis: An Evolutionary Medicine Approach 91%
- Selection of artemisinin partial resistance Kelch13 mutations in Uganda in 2016-22 was at a rate comparable to that seen previously in South-East Asia 89%
Similar papers in this journal
Similar papers in this journal
- Patterns of HIV-1 viral load suppression and drug resistance during the dolutegravir transition: a population-based longitudinal study 95%
- Generation of novel SARS-CoV-2 variants on B.1.1.7 lineage in three patients with advanced HIV disease 91%
- Favipiravir for treatment of outpatients with asymptomatic or uncomplicated COVID-19: a double-blind randomized, placebo-controlled, phase 2 trial 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.