MétaCan
Menu
Back to cohort
Record W1083409746 · doi:10.1097/qad.0000000000000752

The R263K substitution in HIV-1 subtype C is more deleterious for integrase enzymatic function and viral replication than in subtype B

2015· article· en· W1083409746 on OpenAlexafffund
Thibault Mésplède, Peter K. Quashie, Said Hassounah, Nathan Osman, Ying-Shan Han, Jiaming Liang, Diane N. Singhroy, Mark A. Wainberg

Bibliographic record

VenueAIDS · 2015
Typearticle
Languageen
FieldMedicine
TopicHIV/AIDS drug development and treatment
Canadian institutionsMcGill UniversityJewish General Hospital
FundersCanadian Institutes of Health Research
KeywordsDolutegravirIntegraseElvitegravirVirologyRaltegravirIntegrase inhibitorBiologyViral replicationVirusViral loadHuman immunodeficiency virus (HIV)Antiretroviral therapy

Abstract

fetched live from OpenAlex

OBJECTIVES: Dolutegravir is an integrase strand-transfer inhibitor that has shown unprecedented robustness against the emergence of HIV drug-resistant strains in treatment-naive individuals. The R263K substitution in integrase was identified through culture selection as a resistance-associated substitution for dolutegravir and was recently detected in two treatment-experienced participants in the SAILING clinical trial, who experienced dolutegravir-based treatment failure, one of whom was infected by a subtype C virus. The objective of this study was to characterize the R263K substitution in HIV-1 subtype C integrase. DESIGN AND METHODS: We used cell-free strand transfer assays and tissue culture experiments to characterize the R263K substitution in HIV-1 subtype C integrase in comparison with subtype B. RESULTS: Cell-free biochemical assays showed that the R263K substitution diminished subtype C integrase strand-transfer activity by decreasing the affinity of integrase for target DNA. Similarly, both viral infectiousness and replication capacity were reduced by the R263K substitution in tissue culture. Decrease in enzyme activity and viral infectiousness exceeded 35 and 50%, respectively - significantly more than in HIV-1 subtype B. R263K in HIV-1 subtype C also conferred low levels of resistance against dolutegravir and high levels of cross-resistance against elvitegravir, but not raltegravir. CONCLUSIONS: The R263K substitution is more deleterious to integrase strand-transfer activity and viral infectiousness in HIV-1 subtype C than in subtype B. Our results suggest that cross-resistance may prevent treatment-experienced individuals who are experiencing treatment failure with dolutegravir from being subsequently treated with elvitegravir.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.026
GPT teacher head0.286
Teacher spread0.260 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations18
Published2015
Admission routes2
Has abstractyes

Explore more

Same venueAIDSSame topicHIV/AIDS drug development and treatmentFrench-language works237,207