Discordant predictions of residual activity could impact dolutegravir prescription upon raltegravir failure

VIRULIGN: fast codon-correct alignment and annotation of viral genomes

Summary

Virus sequence data are an essential resource for reconstructing spatiotemporal dynamics of viral spread as well as to inform treatment and prevention strategies. However, the potential benefit of these applications critically depends on accurate and correctly annotated alignments of genetically heterogeneous data. VIRULIGN was built for fast codon-correct alignments of large datasets, with standardized and formalized genome annotation and various alignment export formats.

Availability and implementation

VIRULIGN is freely available at https://github.com/rega-cev/virulign as an open source software project.

Supplementary information

Supplementary data is available at Bioinformatics online.

An Evolutionary Model-Based Approach To Quantify the Genetic Barrier to Drug Resistance in Fast-Evolving Viruses and Its Application to HIV-1 Subtypes and Integrase Inhibitors

Viral pathogens causing global disease burdens are often characterized by high rates of evolutionary changes. The extensive viral diversity at baseline can shorten the time to escape from therapeutic or immune selective pressure and alter mutational pathways. The impact of genotypic background on the barrier to resistance can be difficult to capture, particularly for agents in experimental stages or that are recently approved or expanded into new patient populations. We developed an evolutionary model-based counting method to quickly quantify the population genetic potential to resistance and assess population differences. We demonstrate its applicability to HIV-1 integrase inhibitors, as their increasing use globally contrasts with limited availability of non-B subtype resistant sequence data and corresponding knowledge gap. A large sequence data set encompassing most prevailing HIV-1 subtypes and resistance-associated mutations of currently approved integrase inhibitors was investigated. A complex interplay between codon predominance, polymorphisms, and associated evolutionary costs resulted in a subtype-dependent varied genetic potential for 15 resistance mutations against integrase inhibitors. While we confirm the lower genetic barrier of subtype B for G140S, we convincingly discard a similar effect previously suggested for G140C. A supplementary analysis for HIV-1 reverse transcriptase inhibitors identified a lower genetic barrier for K65R in subtype C through differential codon usage not reported before. To aid evolutionary interpretations of genomic differences for antiviral strategies, we advanced existing counting methods with increased sensitivity to identify subtype dependencies of resistance emergence. Future applications include novel HIV-1 drug classes or vaccines, as well as other viral pathogens.

Role of phenotypic investigation in the era of routine genotypic HIV-1 drug resistance testing

The emergence of drug resistance can seriously compromise HIV type-1 therapy and decrease therapeutic options. Resistance testing is highly recommended to guide treatment decisions and drug activity can be accurately predicted in the clinical setting through genotypic assays. While phenotypic systems are not suitable for monitoring drug resistance in routine laboratory practice, genotyping can misclassify unusual or complex mutational patterns, particularly with recently approved antivirals. In addition, phenotypic assays remain fundamental for characterizing candidate antiretroviral compounds. This review aims to discuss how phenotypic assays contributed to and still play a role in understanding the mechanisms of resistance of both licensed and investigational HIV type-1 inhibitors.

Clinical benefit of dolutegravir in HIV-1 management related to the high genetic barrier to drug resistance

This manuscript reviews the reasons why Integrase inhibitors should now routinely constitute a part of first line antiretroviral therapy for the treatment of HIV disease. The use of these drugs that are generally well tolerated has resulted in far less drug resistance than was the case with most other categories of antiviral compounds. In addition, the integrase inhibitor family of drugs has been less prone to the problem of transmitted drug resistance which is due to a wide variety of substitutions in the HIV genome that can be sexually transmitted from one person to another. However, the use of integrase inhibitors in first line therapy may unfortunately not soon happen in developing country settings where non-nucleoside reverse transcriptase inhibitors continue to be a mainstay of initial therapy, primarily for reasons of cost. As long as this situation continues, problems of drug resistance and transmitted drug resistance will be common in such settings. Current evidence also suggests that the use of dolutegravir as a first line integrase inhibitor may limit development of drug resistance to an extent that exceeds the use of other members of this family of drugs. This may be due to particular patterns of resistance involving dolutegravir, whereby the mutations that are associated with resistance against this compound may actually diminish both HIV replication capacity as well as integrase enzymatic activity in a far-reaching and unique manner. This gives potential hope that the use of dolutegravir in first line therapy could actually form part of the long-sought goal of attainment of a functional cure for HIV disease.