Evidence map›Paper›PMID 41960907›Full record

ArticleMicrobiology spectrum2026

Longitudinal evaluation of HIV-1 LAg incidence assay and proficiency panel stability for external quality assurance.

Clara Di Germanio, Wes Rountree, Eduard Grebe, Mars Stone, Aditi Sanghavi, Brendan G Balasko, Jahnavi Bhaskar, Patricia G Villaflor, Paul M Hargarten, Marek Poniewierski and 4 more

Abstract read
In one paragraph

Article in Microbiology spectrum, 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

14 authors.

Clara Di GermanioVitalant Research Institute, San Francisco, California, USA.ORCID 0000-0002-6047-211X
Wes RountreeDuke Human Vaccine Institute, Duke University, Durham, North Carolina, USA.ORCID 0000-0001-5183-6949
Eduard GrebeVitalant Research Institute, San Francisco, California, USA.ORCID 0000-0001-7046-7245
Mars StoneVitalant Research Institute, San Francisco, California, USA.
Aditi SanghaviVitalant Research Institute, San Francisco, California, USA.
Brendan G BalaskoVitalant Research Institute, San Francisco, California, USA.
Jahnavi BhaskarVitalant Research Institute, San Francisco, California, USA.
Patricia G VillaflorVitalant Research Institute, San Francisco, California, USA.
Paul M HargartenDuke Human Vaccine Institute, Duke University, Durham, North Carolina, USA.
Marek PoniewierskiDuke Human Vaccine Institute, Duke University, Durham, North Carolina, USA.
Sylvester HoodDuke Human Vaccine Institute, Duke University, Durham, North Carolina, USA.
Cassandra G PorthDuke Human Vaccine Institute, Duke University, Durham, North Carolina, USA.
Thomas N DennyDuke Human Vaccine Institute, Duke University, Durham, North Carolina, USA.
Michael P BuschVitalant Research Institute, San Francisco, California, USA.ORCID 0000-0002-1446-125X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Accurate HIV incidence estimates are essential for monitoring epidemic trends and evaluating prevention efforts. The limiting antigen (LAg) avidity enzyme immunoassay is the most widely used method to classify recent versus long-term HIV infections. The External Quality Assurance Oversight Laboratory (EQAPOL), in collaboration with Vitalant Research Institute, conducts a global External Quality Assurance (EQA) program to evaluate laboratory performance using commercial LAg kits. We assessed (i) the stability of calibrators and reagents from Sedia and Maxim kits over their shelf life, and (ii) the longitudinal consistency of EQA panel samples tested across nine proficiency rounds (2018-2023). Mixed-effects models were used to detect trends in optical density (OD) and normalized OD (ODn) values over time. No significant trends in OD or ODn were observed for either kit, and EQA panel samples showed stable reactivity across all rounds. Minor ODn shifts did not affect recency classification. Sedia kits consistently yielded slightly higher ODn values than Maxim kits, consistent with prior reports. These findings confirm the long-term reliability of both LAg assay kits and EQA panel materials, supporting the robustness of EQAPOL's quality assurance framework for accurate global HIV incidence surveillance.IMPORTANCEReliable estimation of HIV incidence depends on accurate classification of recent versus long-term infections, which in turn requires consistent assay performance and robust quality assurance. The External Quality Assurance Oversight Laboratory LAg External Quality Assurance program provides longitudinal monitoring of laboratory proficiency for two widely used commercial assays. By demonstrating the long-term consistency of calibrators, reagents, and quality control panels across multiple production lots and testing rounds, this study confirms the robustness of the global limiting antigen testing framework. These results strengthen confidence in the comparability of HIV incidence data across surveillance networks and geographic regions, supporting evidence-based decision-making for HIV prevention programs.

Indexed as

HIVlimited antigen avidity assayquality assurancerecency

Identifiers

PMID41960907
PMCPMC13141909

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Registered trials

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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.