Evidence map›Paper›PMID 38092673›Full record

ArticleJournal of clinical microbiology2023

Development and validation of a next-generation sequencing assay with open-access analysis software for detecting resistance-associated mutations in CMV.

Melanie A Mallory, Weston C Hymas, Keith E Simmon, Michael T Pyne, Jeffery B Stevenson, Adam P Barker, David R Hillyard, Kimberly E Hanson

Abstract read
In one paragraph

Article in Journal of clinical microbiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Trial
  2. Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Ganciclovir Resistance-Linked Mutations in the HCMVDiagnostics (Basel, Switzerland) · 2025
    Article
  9. Article
  10. Practical updates in clinical antiviral resistance testing.Journal of clinical microbiology · 2024
    Review
  11. Review
  12. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Melanie A Mallory *ARUP Institute for Clinical and Experimental Pathology, ARUP Laboratories , Salt Lake City, Utah, USA.ORCID 0009-0008-7980-0620
Weston C Hymas *ARUP Institute for Clinical and Experimental Pathology, ARUP Laboratories , Salt Lake City, Utah, USA.
Keith E Simmon *ARUP Institute for Clinical and Experimental Pathology, ARUP Laboratories , Salt Lake City, Utah, USA.
Michael T PyneARUP Institute for Clinical and Experimental Pathology, ARUP Laboratories , Salt Lake City, Utah, USA.ORCID 0000-0003-2562-0073
Jeffery B StevensonARUP Institute for Clinical and Experimental Pathology, ARUP Laboratories , Salt Lake City, Utah, USA.
Adam P BarkerARUP Institute for Clinical and Experimental Pathology, ARUP Laboratories , Salt Lake City, Utah, USA.
David R HillyardARUP Institute for Clinical and Experimental Pathology, ARUP Laboratories , Salt Lake City, Utah, USA.
Kimberly E HansonARUP Institute for Clinical and Experimental Pathology, ARUP Laboratories , Salt Lake City, Utah, USA.ORCID 0000-0001-9790-277X

Funding

ARUP Institute for Clinical and Experimental Pathology
6 · The paper itself

Abstract

Cytomegalovirus (CMV) resistance testing by targeted next-generation sequencing (NGS) allows for the simultaneous analysis of multiple genes. We developed and validated an amplicon-based Ion Torrent NGS assay to detect CMV resistance mutations in UL27, UL54, UL56, and UL97 and compared the results to standard Sanger sequencing. NGS primers were designed to generate 83 overlapping amplicons of four CMV genes (~10 kb encompassing 138 mutation sites). An open-access software plugin was developed to perform read alignment, call variants, and interpret drug resistance. Plasmids were tested to determine NGS error rate and minor variant limit of detection. NGS limit of detection was determined using the CMV WHO International Standard and quantified clinical specimens. Reproducibility was also assessed. After establishing quality control metrics, 185 patient specimens previously tested using Sanger were reanalyzed by NGS. The NGS assay had a low error rate (<0.05%) and high accuracy (95%) for detecting CMV-associated resistance mutations present at ≥5% in contrived mixed populations. Mutation sites were reproducibly sequenced with 40× coverage when plasma viral loads were ≥2.6 log IU/mL. NGS detected the same resistance-associated mutations identified by Sanger in 68/69 (98.6%) specimens. In 16 specimens, NGS detected 18 resistance mutations that Sanger failed to detect; 14 were low-frequency variants (<20%), and six would have changed the drug resistance interpretation. The NGS assay showed excellent agreement with Sanger and generated high-quality sequence from low viral load specimens. Additionally, the higher resolution and analytic sensitivity of NGS potentially enables earlier detection of antiviral resistance.

Indexed as

CytomegalovirusCytomegalovirus InfectionsDrug Resistance, ViralHigh-Throughput Nucleotide SequencingHumansMutationReproducibility of ResultscytomegalovirusDNA sequencingresistance

Identifiers

PMID38092673
PMCPMC10729743

What OpenQuestion holds

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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.