Bridging the gap between bioinformatics and the clinical and public health microbiology laboratory: An ISO-accredited genomics workflow for antimicrobial resistance

Sherry, N. L.; Horan, K.; Ballard, S. A.; Goncalves da Silva, A.; Gorrie, C. L.; Schultz, M. B.; Stevens, K.; Valcanis, M.; Sait, M.; Stinear, T. P.; Howden, B. P.; Seemann, T.

doi:10.1101/2022.05.26.493552

bioRxiv · 10.1101/2022.05.26.493552

Bridging the gap between bioinformatics and the clinical and public health microbiology laboratory: An ISO-accredited genomics workflow for antimicrobial resistance

Sherry, N. L.·Horan, K.·Ballard, S. A.·Goncalves da Silva, A.·Gorrie, C. L.·Schultz, M. B.·Stevens, K.·Valcanis, M.·Sait, M.·Stinear, T. P.·Howden, B. P.·Seemann, T.

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Abstract

Realising the promise of genomics to revolutionise routine AMR diagnosis and surveillance has been a long-standing challenge in clinical and public health microbiology. We have directly addressed this issue by creating and validating abritAMR, an ISO-accredited bioinformatics platform for genomics-based bacterial AMR gene detection. abritAMR utilises the NCBI AMRFinderPlus for detection of AMR genes and mutations, with additional features to classify AMR determinants into an antibiotic class. We validated abritAMR by comparing with multiplex PCR or gold-standard reference genomes, together representing 1500 different bacteria across 29 genera and covering 415 antibiotic resistance alleles. We also assessed inference of phenotypic resistance by comparing genomic predictions with agar dilution results for 864 Salmonella spp. Performance of abritAMR was excellent, detecting AMR genes with 99.9% accuracy (95% CI 99.9-99.9%), 97.9% sensitivity (95% CI 97.5-98.4%) and 100% specificity (100-100%). Phenotypic inference of resistance for Salmonella spp. was equally impressive, with 98.9% accuracy (98.7-99.1%). Validation data were submitted to the governing authority and ISO15189 accreditation was achieved. Implementation of abritAMR resulted in streamlined bioinformatics and reporting pathways, and it was readily updated and re-verified with database revisions or changes in reporting requirements. abritAMR is publicly and freely available to assist clinical and public health microbiology laboratories everywhere harness the power of AMR genomics in their professional practice.

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Sherry, N. L., Horan, K., Ballard, S. A., Goncalves da Silva, A., Gorrie, C. L., Schultz, M. B., Stevens, K., Valcanis, M., Sait, M., Stinear, T. P., Howden, B. P., Seemann, T.. 2022-05-26. Bridging the gap between bioinformatics and the clinical and public health microbiology laboratory: An ISO-accredited genomics workflow for antimicrobial resistance. https://doi.org/10.1101/2022.05.26.493552

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