Evidence map›Paper›PMID 41456102›Full record

ArticleClinical and translational science2026

Development and Validation of a Multigene Panel for Pharmacogenomics Testing Using Next-Generation Sequencing for Routine Clinical Practice.

Yaowaluck Hongkaew, Pattapon Kunadirek, Montinee Sangtian, Prangwan Pateetin, Srichan Bunlungsup, Wipa Panmontha, Sornsawan Kawprasertsri, Tanawat Khunlertkit

Abstract readValidation Study
In one paragraph

Article in Clinical and translational science, 2026. 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

8 authors.

Yaowaluck HongkaewLaboratory of Research and Development, Bumrungrad International Hospital, Bangkok, Thailand.
Pattapon KunadirekLaboratory of Clinical Genomics, Bumrungrad International Hospital, Bangkok, Thailand.ORCID 0000-0002-6615-5748
Montinee SangtianBumrungrad Genomic Medicine Center, Bumrungrad International Hospital, Bangkok, Thailand.ORCID 0009-0008-5391-5665
Prangwan PateetinLaboratory of Clinical Genomics, Bumrungrad International Hospital, Bangkok, Thailand.
Srichan BunlungsupLaboratory of Research and Development, Bumrungrad International Hospital, Bangkok, Thailand.ORCID 0000-0001-5174-0648
Wipa PanmonthaLaboratory of Research and Development, Bumrungrad International Hospital, Bangkok, Thailand.
Sornsawan KawprasertsriLaboratory of Clinical Genomics, Bumrungrad International Hospital, Bangkok, Thailand.
Tanawat KhunlertkitBumrungrad Genomic Medicine Center, Bumrungrad International Hospital, Bangkok, Thailand.ORCID 0009-0002-6855-2808

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pharmacogenomics (PGx) is a rapidly evolving field that aims to personalize medicine by identifying genetic variations that influence drug response. While next-generation sequencing (NGS)-based applications are not yet widely adopted in clinical routine, this study aimed to validate 9 genes of the NGS-based Ion AmpliSeq Pharmacogenomics Panel on 28 samples with known diplotypes for routine clinical implementation at Bumrungrad International Hospital (BIH). The panel was evaluated for accuracy (> 96.77%), sensitivity (100%), specificity (> 95.31%), positive predictive value (PPV; > 90.63%), negative predictive value (NPV; 100%), and reproducibility (> 99.85%). A novel bioinformatics pipeline, BIH-protocol, was specifically developed and designed to mitigate errors across all measurement metrics, ensuring reliability and accuracy of test results, even in individuals with complex genetic backgrounds. These results demonstrate 100% precision and reliability of the Ion AmpliSeq Pharmacogenomics Panel together with BIH-protocol for genetic variation detection. These findings demonstrate the panel's suitability for integration into routine clinical practice and its potential to advance personalized medicine.

Indexed as

High-Throughput Nucleotide SequencingPharmacogeneticsPharmacogenomic TestingComputational BiologyFemaleHumansMalePharmacogenomic VariantsPrecision MedicinePredictive Value of TestsReproducibility of ResultsSensitivity and SpecificityBIH‐protocolbioinformaticsnext‐generation sequencingpharmacogenomicsroutine clinical practice

Identifiers

PMID41456102
PMCPMC12744195

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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.