New publication: Reconciling the potentially irreconcilable? Genotypic and phenotypic amoxicillin-clavulanate resistance in Escherichia coli. Philip Fowler, 30th March 202022nd August 2020 Clinical microbiology often assumes a sample is resistant or susceptible. Making such a classification relies on applying a threshold (usually called a cutoff) to quantitative data, such as minimum inhibitory concentrations (MICs). If the MICs are strongly bimodal, then this is trivial and reproducibility is guaranteed. If the MICs are unimodal, then one is left with the unsatisfactory situation whereby the clinical test does not appear to be reproducible since natural variation can cause individual results to “flip-flop” over the cutoff. Tim Davies, who led this work (open access), shows that whilst amoxicillin, a beta-lactam antibiotic, has a bimodal MIC distribution, when taken with the beta-lactamase inhibitor clavulanate in the combined therapy co-amoxiclav, the MIC distribution becomes unimodal with all the attendant problems of a lack of reproducibility. This is further complicated by the US and European bodies (CLSI and EUCAST) adopting incompatible testing approaches. The original aim of this work was the test how well knowing the genetics of an E.coli infection could be used to predict its susceptibility to standard treatments, like co-amoxiclav. Simple presence/absence of beta-lactamase genes is not sufficient; instead the predictive model has to include knowledge of promoter mutations and copy number. Even with these improvements, the above reproducibilty problem ensures there is an upper threshold to the sensitivity/specificity possible. In other words, translating genetics into clinical microbiology for E.coli is going to be a whole lot harder than it was for M. tuberculosis! Share this: Share on X (Opens in new window) X Share on Bluesky (Opens in new window) Bluesky Email a link to a friend (Opens in new window) Email Share on LinkedIn (Opens in new window) LinkedIn Share on Mastodon (Opens in new window) Mastodon Related antimicrobial resistance clinical microbiology publication research
antimicrobial resistance New paper: Quantitative drug susceptibility testing for M. tuberculosis using unassembled sequencing data and machine learning 14th August 202414th August 2024 This is the last paper from the initial set of CRyPTIC publications following the project’s… Share this: Share on X (Opens in new window) X Share on Bluesky (Opens in new window) Bluesky Email a link to a friend (Opens in new window) Email Share on LinkedIn (Opens in new window) LinkedIn Share on Mastodon (Opens in new window) Mastodon Read More
antimicrobial resistance New preprint: rapidly and reproducibly building resistant catalogues for M. tuberculosis 3rd October 202530th October 2025 The CRyPTIC project carried out many exciting research projects but it never quite got around… Share this: Share on X (Opens in new window) X Share on Bluesky (Opens in new window) Bluesky Email a link to a friend (Opens in new window) Email Share on LinkedIn (Opens in new window) LinkedIn Share on Mastodon (Opens in new window) Mastodon Read More
antimicrobial resistance BashTheBug.net Zooniverse Citizen Science project launches today! 7th April 20175th August 2018 My citizen science project, BashTheBug, is launched today. Head over to the website or go… Share this: Share on X (Opens in new window) X Share on Bluesky (Opens in new window) Bluesky Email a link to a friend (Opens in new window) Email Share on LinkedIn (Opens in new window) LinkedIn Share on Mastodon (Opens in new window) Mastodon Read More