Evidence map›Paper›PMID 41472266›Full record

ArticleViruses2025

Diagnostic Accuracy of Next-Generation Sequencing: Prevalence of HIV-1 Drug Resistance and Associated Factors Among Adults on Integrase Inhibitors with Virologic Failure.

Sandra Lunkuse, Ronald Kiiza, Alfred Ssekagiri, Maria Nannyonjo, Nathan Ntenkaire, Faridah Nassolo, Hamida Suubi Namagembe, Faizo Kiberu, Danstan Kabuuka, Irene Andia and 5 more

Abstract readValidation Study
In one paragraph

Article in Viruses, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

15 authors.

Sandra LunkuseSequencing Platform, Medical Research Council (MRC)/UVRI & London School of Hygiene and Tropical Medicine (LSHTM), Uganda Research Unit, Entebbe P.O Box 49, Uganda.
Ronald KiizaSequencing Platform, Medical Research Council (MRC)/UVRI & London School of Hygiene and Tropical Medicine (LSHTM), Uganda Research Unit, Entebbe P.O Box 49, Uganda.
Alfred SsekagiriSequencing Platform, Medical Research Council (MRC)/UVRI & London School of Hygiene and Tropical Medicine (LSHTM), Uganda Research Unit, Entebbe P.O Box 49, Uganda.ORCID 0000-0002-6549-3550
Maria NannyonjoSequencing Platform, Medical Research Council (MRC)/UVRI & London School of Hygiene and Tropical Medicine (LSHTM), Uganda Research Unit, Entebbe P.O Box 49, Uganda.
Nathan NtenkaireClinical Epidemiology Unit, College of Health Science, Makerere University, Kampala P.O. Box 7072, Uganda.ORCID 0000-0002-5824-1072
Faridah NassoloSequencing Platform, Medical Research Council (MRC)/UVRI & London School of Hygiene and Tropical Medicine (LSHTM), Uganda Research Unit, Entebbe P.O Box 49, Uganda.ORCID 0009-0005-1793-0444
Hamida Suubi NamagembeSequencing Platform, Medical Research Council (MRC)/UVRI & London School of Hygiene and Tropical Medicine (LSHTM), Uganda Research Unit, Entebbe P.O Box 49, Uganda.
Faizo KiberuClinical Epidemiology Unit, College of Health Science, Makerere University, Kampala P.O. Box 7072, Uganda.
Danstan KabuukaDepartment of General Virology, Uganda Virus Research Institute (UVRI), Entebbe P.O Box 49, Uganda.
Irene AndiaClinical Epidemiology Unit, College of Health Science, Makerere University, Kampala P.O. Box 7072, Uganda.
Joan Nakayaga KalyangoClinical Epidemiology Unit, College of Health Science, Makerere University, Kampala P.O. Box 7072, Uganda.
Pauline Byakika KibwikaClinical Epidemiology Unit, College of Health Science, Makerere University, Kampala P.O. Box 7072, Uganda.
Nicholas BbosaSequencing Platform, Medical Research Council (MRC)/UVRI & London School of Hygiene and Tropical Medicine (LSHTM), Uganda Research Unit, Entebbe P.O Box 49, Uganda.
Pontiano KaleebuSequencing Platform, Medical Research Council (MRC)/UVRI & London School of Hygiene and Tropical Medicine (LSHTM), Uganda Research Unit, Entebbe P.O Box 49, Uganda.
Deogratius SsemwangaSequencing Platform, Medical Research Council (MRC)/UVRI & London School of Hygiene and Tropical Medicine (LSHTM), Uganda Research Unit, Entebbe P.O Box 49, Uganda.ORCID 0000-0001-9675-4234

Funding

The Bill & Melinda Gates Foundation INV-075093
6 · The paper itself

Abstract

Emerging evidence indicates a high rate (>10%) of drug resistance (DR) associated with integrase strand transfer inhibitors (INSTIs) in developed countries, although there is limited information on DR during INSTI treatment in Uganda. With the increased use of INSTIs as standard first-line treatment, monitoring for DR using next-generation sequencing (NGS) has become essential. NGS can detect the lower-frequency variants that may be missed by traditional Sanger sequencing (SS). This study evaluates the diagnostic accuracy of next-generation sequencing (NGS) compared to Sanger sequencing for detecting HIV-1 INSTI resistance mutations and estimates the prevalence and factors associated with drug resistance among adults with virologic failure on INSTI-based regimens in Uganda. Utilizing the Illumina MiSeq platform for NGS, data was analyzed using STATA V.18 and a logistic regression model at 5% level of significance. This study demonstrates that NGS achieved 100% sensitivity, specificity, positive predictive value, negative predictive value, and overall accuracy in detecting major mutations. NGS identified INSTI DRMs in 4% of adults at a ≥20% threshold and was able to detect both high- and low-abundance variants, which could have important implications for clinical outcomes. This study emphasizes the need for HIVDR testing before antiretroviral therapy (ART) initiation, given the increasing use of INSTIs. We recommend that healthcare providers adopt more sensitive diagnostics such as NGS and use detailed resistance profiles to tailor antiretroviral therapies. This approach is critical for effectively managing and preventing drug-resistant HIV strains.

Indexed as

Drug Resistance, ViralHigh-Throughput Nucleotide SequencingHIV-1HIV InfectionsHIV Integrase InhibitorsAdolescentAdultCross-Sectional StudiesFemaleHIV IntegraseHumansMaleMiddle AgedUgandaYoung AdultHIV IntegraseHIV Integrase Inhibitorsp31 integrase protein, Human immunodeficiency virus 1high-frequency variantsHIV-1 drug resistanceintegrase strand transfer inhibitorsminority variantsnext-generation sequencingvirologic failure

Identifiers

PMID41472266
PMCPMC12737546

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 OpenQuestion graph.