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Record W2913067630 · doi:10.1093/cid/ciz136

Insertion as a Resistance Mechanism Against Integrase Inhibitors in Several Retroviruses

2019· letter· en· W2913067630 on OpenAlexaff
Hanh Thi Pham, Said Hassounah, Brandon F. Keele, Koen K. A. Van Rompay, Thibault Mésplède

Bibliographic record

VenueClinical Infectious Diseases · 2019
Typeletter
Languageen
FieldMedicine
TopicHIV/AIDS drug development and treatment
Canadian institutionsMcGill UniversityJewish General Hospital
FundersNational Institutes of Health
KeywordsIntegraseMedicineMechanism (biology)Integrase inhibitorVirologyGeneticsComputational biologyHuman immunodeficiency virus (HIV)BiologyViral loadAntiretroviral therapy

Abstract

fetched live from OpenAlex

To the Editor—We read with great interest a recent report by Le Hingrat and colleagues [1] of a new mechanism of human immunodeficiency virus (HIV)-2 resistance against integrase inhibitors through the development of 5 amino acid insertions within integrase coding sequences. Integrase inhibitors are currently the leading class for antiretroviral treatment initiation [2]. Insertions in the integrase of HIV-2 conferred various levels of resistance against integrase strand transfer inhibitors [1]. Insertions had been previously described in the context of HIV-1 drug resistance against protease and reverse transcriptase, but not integrase inhibitors [3]. To the best of our knowledge, there has not been any report of integrase insertion in HIV-1, which suggests that this type of genetic alteration is specific to HIV-2. Altogether, the findings by Le Hingrat and colleagues are very significant. Intriguingly, this paper was not the first to report insertions in the integrase coding sequence of retroviruses (Table 1). The first report was made in a Simian Immunodeficiency Virus (rhesus macaque) strain 251 (SIVmac251)-infected rhesus macaque unsuccessfully treated with a long-acting nano-suspension of cabotegravir, an integrase strand transfer inhibitor currently in advanced phases of development [4]. The insertion consisted of 5 amino acids after position 232 in the integrase of SIVmac251, and could not be introduced in either SIVmac239 or HIV-1 without severely impairing fitness [4]. More recently, we also reported the frequent emergence of various 5 or 6 amino acid insertions in the SIVmac251 integrase in rhesus macaques treated with dolutegravir monotherapy [5]. Integrase insertions in this setting were heterogeneous in sequence, but all contained 2 positively charged amino acids, and all were found in the immediate vicinity of arginine (R) 231, a residue that was shown by cryogenic electron microscopy (cryo-EM) to be the only one outside of integrase catalytic domain to interact with host target DNA strongly [6]. This specific residue is also involved in interactions with viral DNA. Based on structural data [6], it is thus expected that insertions that extend the length of the loop carrying residue R231, while at the same time increasing the local, positive charge, may bestow flexibility in DNA binding that could confer resistance against integrase strand transfer inhibitors. In agreement with this hypothesis, all insertions reported to date also contained the small amino acid glycine (G), which could contribute to loop flexibility. Importantly, in our study, insertions could be found in circulating strains as well as proviruses, indicating that both replicative capacity and integration were conserved [5]. The replicative competence of retroviruses carrying integrase insertions is now confirmed by Le Hingrat et al’s report of evolution from 2 to 5 amino acid insertions in 1 patient [1]. Summary of Integrase Insertions Associated With Resistance Against Integrase Strand Transfer Inhibitors Positively charged amino acids (at neutral pH) are indicated in bold. Abbreviations: HIV, human immunodeficiency virus; SIVmac251, simian immunodeficiency virus (rhesus macaque) strain 251. Summary of Integrase Insertions Associated With Resistance Against Integrase Strand Transfer Inhibitors Positively charged amino acids (at neutral pH) are indicated in bold. Abbreviations: HIV, human immunodeficiency virus; SIVmac251, simian immunodeficiency virus (rhesus macaque) strain 251. Finally, phylogenetic studies have concluded that HIV-2 is very closely related to the SIV strains found in Sooty mangabeys [7]. This genetic proximity may help to explain the evolutionary convergence in resistance via insertion between HIV-2 and SIVmac. For structural reasons [6], HIV-1 is less likely to become resistant via this pathway. However, Le Hingrat et al’s results indicate that patients living with HIV-2 may need special clinical attention when using integrase inhibitors. Future studies will have to investigate the potential for the transmission of such resistant strains, a question that could be critical given the relatively high prevalence of insertions in Le Hingrat et al’s report, compared to reverse transcriptase (RT) and protease (PR) insertions [3]. Potential conflicts of interest. All authors: No reported conflicts of interest. All authors have submitted the ICMJE Form for Disclosure of Potential Conflicts of Interest. Conflicts that the editors consider relevant to the content of the manuscript have been disclosed.

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)0.002
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.034
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.010
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0020.002
Scholarly communication0.0030.002
Open science0.0010.001
Research integrity0.0340.015
Insufficient payload (model declined to judge)0.0020.001

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 head0.023
GPT teacher head0.323
Teacher spread0.300 · 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 designObservational
Domainnot available
GenreCommentary

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".

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Citations5
Published2019
Admission routes1
Has abstractno

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