Evidence map›Paper›PMID 35298369›Full record

ArticleMicrobial genomics2022

Methods for the targeted sequencing and analysis of integrons and their gene cassettes from complex microbial communities.

Timothy M Ghaly, Anahit Penesyan, Alexander Pritchard, Qin Qi, Vaheesan Rajabal, Sasha G Tetu, Michael R Gillings

Abstract read
In one paragraph

Article in Microbial genomics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Article
  2. Review
  3. The expression regulation ofFrontiers in microbiology · 2025
    Article
  4. Global genomic epidemiology ofMicrobial genomics · 2024
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Review
  11. Article
  12. Article
  13. Article
  14. The Natural History of Integrons.Microorganisms · 2021
    Review
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

7 authors.

Timothy M GhalySchool of Natural Sciences, Macquarie University, New South Wales 2109, Australia.
Anahit PenesyanSchool of Natural Sciences, Macquarie University, New South Wales 2109, Australia.
Alexander PritchardDivision of Food Sciences, University of Nottingham, Loughborough LE12 5RD, Australia.
Qin QiSchool of Natural Sciences, Macquarie University, New South Wales 2109, Australia.
Vaheesan RajabalSchool of Natural Sciences, Macquarie University, New South Wales 2109, Australia.
Sasha G TetuSchool of Natural Sciences, Macquarie University, New South Wales 2109, Australia.
Michael R GillingsSchool of Natural Sciences, Macquarie University, New South Wales 2109, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Integrons are microbial genetic elements that can integrate mobile gene cassettes. They are mostly known for spreading antibiotic resistance cassettes among human pathogens. However, beyond clinical settings, gene cassettes encode an extraordinarily diverse range of functions important for bacterial adaptation. The recovery and sequencing of cassettes has promising applications, including: surveillance of clinically important genes, particularly antibiotic resistance determinants; investigating the functional diversity of integron-carrying bacteria; and novel enzyme discovery. Although gene cassettes can be directly recovered using PCR, there are no standardised methods for their amplification and, importantly, for validating sequences as genuine integron gene cassettes. Here, we present reproducible methods for the amplification, sequence processing, and validation of gene cassette amplicons from complex communities. We describe two different PCR assays that either amplify cassettes together with integron integrases, or gene cassettes together within cassette arrays. We compare the performance of Nanopore and Illumina sequencing, and present bioinformatic pipelines that filter sequences to ensure that they represent amplicons from genuine integrons. Using a diverse set of environmental DNAs, we show that our approach can consistently recover thousands of unique cassettes per sample and up to hundreds of different integron integrases. Recovered cassettes confer a wide range of functions, including antibiotic resistance, with as many as 300 resistance cassettes found in a single sample. In particular, we show that class one integrons are collecting and concentrating resistance genes out of the broader diversity of cassette functions. The methods described here can be applied to any environmental or clinical microbiome sample.

Indexed as

IntegronsMicrobiotaBacteriaDrug Resistance, MicrobialHumansIntegrasesIntegrasesantibiotic resistanceclass 1 integronsGene cassette PCRsedentary chromosomal integrons

Identifiers

PMID35298369
PMCPMC9176274

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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.