Metagenomic sequencing to replace semi-quantitative urine culture for detection of urinary tract infections: a proof of concept

Janes, V. A.; Matamoros, S.; Willemse, N.; Visser, C. E.; de Wever, B.; Jakobs, M. E.; Subramanian, P.; Hasan, N. A.; Colwell, R. R.; de Jong, M. D.; Schultsz, C.

doi:10.1101/178178

bioRxiv · 10.1101/178178

Metagenomic sequencing to replace semi-quantitative urine culture for detection of urinary tract infections: a proof of concept

Janes, V. A.·Matamoros, S.·Willemse, N.·Visser, C. E.·de Wever, B.·Jakobs, M. E.·Subramanian, P.·Hasan, N. A.·Colwell, R. R.·de Jong, M. D.·Schultsz, C.

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Abstract

ABSTRACTSemi-quantitative bacterial culture is the standard method to diagnose urinary tract infections (UTI), but bacterial growth rate limits diagnostic speed and it is unreliable when patients have been pre-treated with antibiotics. Metagenomics could increase diagnostic speed and accuracy by sequencing the microbiome and resistome directly from urine samples, bypassing culture. However, a semi-quantitative approach - as needed for diagnosing UTIs - has not been established.\n\nMetagenomics was deployed to identify and semi-quantify bacterial presence indicative of UTI, predict antimicrobial susceptibility (AMR), and results were compared to semi-quantitative culture. Whole genome sequencing of the corresponding uropathogens was done for comparison. Analysis time and cost were tracked.\n\nForty-one consecutive urine samples underwent metagenomic analysis. All culture positive samples contained >200ng of DNA, suggestive of a threshold below which UTI could be ruled out solely based on DNA quantity. A semi-quantitative Diagnostic Index (DI) was created by multiplying the total DNA quantity by the relative abundance of uropathogens per urine sample. The DI allowed discrimination of UTI from non-UTI samples in all but 1 case. Metagenomic detection of AMR determinants correctly predicted the phenotype of uropathogens in 20 of 32 cases. The metagenomic work-flow was 31h and cost {euro}116 per sample, but could be reduced to 4.5h and {euro}5 for low-DNA-yield non-UTI samples.\n\nThe genomic determinants of AMR and their distribution across uropathogens need to be better understood for prediction of AMR phenotypes by metagenomics. The introduction of the DI demonstrates the potential of semi-quantitative metagenomics to replace culture as rapid diagnostic method for UTI.

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Janes, V. A., Matamoros, S., Willemse, N., Visser, C. E., de Wever, B., Jakobs, M. E., Subramanian, P., Hasan, N. A., Colwell, R. R., de Jong, M. D., Schultsz, C.. 2017-08-21. Metagenomic sequencing to replace semi-quantitative urine culture for detection of urinary tract infections: a proof of concept. https://doi.org/10.1101/178178

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