Evidence map›Paper›PMID 42511650›Full record

ArticleInternational journal of molecular sciences2026

Ion Torrent Genexus as a Fast and Reliable Solution for HIV-1 Drug Resistance Testing: Comparison with the GeneStudio S5 Workflow.

Flavia Smoquina, Federica Forbici, Giulia Berno, Martina Rueca, Alessandra Amendola, Giuseppe Sberna, Fabiano Brillo, Elisabetta Lazzari, Isabella Abbate, Gabriella Rozera and 6 more

Abstract readComparative Study
In one paragraph

Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

Flavia SmoquinaLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0009-0009-8975-0089
Federica ForbiciLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0002-3954-5679
Giulia BernoLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0003-0331-2627
Martina RuecaLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0001-5162-046X
Alessandra AmendolaLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0002-7063-0222
Giuseppe SbernaLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0003-0955-2074
Fabiano BrilloLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.
Elisabetta LazzariLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0009-0008-0558-0610
Isabella AbbateLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0002-4154-2434
Gabriella RozeraLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.
Silvia SartiLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.
Roberta GagliardiniClinical and Research Department, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0002-6351-2623
Valentina MazzottaClinical and Research Department, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0002-0240-7504
Andrea AntinoriClinical and Research Department, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0003-2121-4684
Fabrizio MaggiLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0001-7489-5271
Lavinia FabeniLaboratory of Virology and Laboratories of Biosafety, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy.ORCID 0000-0002-2975-8611

Funding

Ministry of Health Ricerca Corrente Linea 2, Progetto 1
6 · The paper itself

Abstract

Next-generation sequencing (NGS) has improved HIV-1 genotypic resistance testing (GRT) by enabling the detection of minority drug-resistance variants, although interpretation of low-frequency mutations remains challenging because of sequencing artifacts. This study compared the analytical performance and workflow efficiency of two Ion Torrent platforms, GeneStudio S5 (S5) and Genexus (GX), for routine HIV-1 GRT. A total of 134 plasma samples from people with HIV were prospectively collected, and 100 samples successfully sequenced on both platforms were included in the comparative analysis. Overall concordance for resistance-associated mutations was 88.0%, with agreement rates of 97.0% for protease, 90.0% for reverse transcriptase, and 100% for integrase. Both platforms generated clinically interpretable resistance profiles; however, 13 discordant mutations were identified. Application of a standardized confirmation algorithm, integrating Stanford HIVdb analysis with manual read-level inspection in Geneious software (version 2025.2.2), reclassified several discordant mutations as low-confidence or non-confirmed variants. Operationally, GX provided a fully automated workflow with approximately 24 h turnaround time and minimal hands-on processing, whereas S5 required approximately 72 h and substantially greater operator involvement. These findings support both platforms for routine HIV-1 GRT while emphasizing the importance of standardized bioinformatic review for reliable variant interpretation.

Indexed as

Drug Resistance, ViralHigh-Throughput Nucleotide SequencingHIV-1HIV InfectionsAnti-HIV AgentsGenotypeHumansMutationSoftwareWorkflowAnti-HIV Agentsbioinformatic pipelinesGeneStudio S5GenexusHIV-drug resistanceIon Torrentminority variantsnext-generation sequencingturnaround time

Identifiers

PMID42511650
PMCPMC13410318

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.