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Advantage of precision metagenomics for urinary tract infection diagnostics

BACKGROUND: Urinary tract infections (UTIs) remain a diagnostic challenge and often promote antibiotic overuse. Despite urine culture being the gold standard for UTI diagnosis, some uropathogens may lead to false-negative or inconclusive results. Although PCR testing is fast and highly sensitive, it...

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Autores principales: Almas, Sadia, Carpenter, Rob E., Rowan, Chase, Tamrakar, Vaibhav K., Bishop, Joseph, Sharma, Rahul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352793/
https://www.ncbi.nlm.nih.gov/pubmed/37469596
http://dx.doi.org/10.3389/fcimb.2023.1221289
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author Almas, Sadia
Carpenter, Rob E.
Rowan, Chase
Tamrakar, Vaibhav K.
Bishop, Joseph
Sharma, Rahul
author_facet Almas, Sadia
Carpenter, Rob E.
Rowan, Chase
Tamrakar, Vaibhav K.
Bishop, Joseph
Sharma, Rahul
author_sort Almas, Sadia
collection PubMed
description BACKGROUND: Urinary tract infections (UTIs) remain a diagnostic challenge and often promote antibiotic overuse. Despite urine culture being the gold standard for UTI diagnosis, some uropathogens may lead to false-negative or inconclusive results. Although PCR testing is fast and highly sensitive, its diagnostic yield is limited to targeted microorganisms. Metagenomic next-generation sequencing (mNGS) is a hypothesis-free approach with potential of deciphering the urobiome. However, clinically relevant information is often buried in the enormous amount of sequencing data. METHODS: Precision metagenomics (PM) is a hybridization capture-based method with potential of enhanced discovery power and better diagnostic yield without diluting clinically relevant information. We collected 47 urine samples of clinically suspected UTI and in parallel tested each sample by microbial culture, PCR, and PM; then, we comparatively analyzed the results. Next, we phenotypically classified the cumulative microbial population using the Explify® data analysis platform for potential pathogenicity. RESULTS: Results revealed 100% positive predictive agreement (PPA) with culture results, which identified only 13 different microorganisms, compared to 19 and 62 organisms identified by PCR and PM, respectively. All identified organisms were classified into phenotypic groups (0–3) with increasing pathogenic potential and clinical relevance. This PM can simultaneously quantify and phenotypically classify the organisms readily through bioinformatic platforms like Explify®, essentially providing dissected and quantitative results for timely and accurate empiric UTI treatment. CONCLUSION: PM offers potential for building effective diagnostic models beyond usual care testing in complex UTI diseases. Future studies should assess the impact of PM-guided UTI management on clinical outcomes.
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spelling pubmed-103527932023-07-19 Advantage of precision metagenomics for urinary tract infection diagnostics Almas, Sadia Carpenter, Rob E. Rowan, Chase Tamrakar, Vaibhav K. Bishop, Joseph Sharma, Rahul Front Cell Infect Microbiol Cellular and Infection Microbiology BACKGROUND: Urinary tract infections (UTIs) remain a diagnostic challenge and often promote antibiotic overuse. Despite urine culture being the gold standard for UTI diagnosis, some uropathogens may lead to false-negative or inconclusive results. Although PCR testing is fast and highly sensitive, its diagnostic yield is limited to targeted microorganisms. Metagenomic next-generation sequencing (mNGS) is a hypothesis-free approach with potential of deciphering the urobiome. However, clinically relevant information is often buried in the enormous amount of sequencing data. METHODS: Precision metagenomics (PM) is a hybridization capture-based method with potential of enhanced discovery power and better diagnostic yield without diluting clinically relevant information. We collected 47 urine samples of clinically suspected UTI and in parallel tested each sample by microbial culture, PCR, and PM; then, we comparatively analyzed the results. Next, we phenotypically classified the cumulative microbial population using the Explify® data analysis platform for potential pathogenicity. RESULTS: Results revealed 100% positive predictive agreement (PPA) with culture results, which identified only 13 different microorganisms, compared to 19 and 62 organisms identified by PCR and PM, respectively. All identified organisms were classified into phenotypic groups (0–3) with increasing pathogenic potential and clinical relevance. This PM can simultaneously quantify and phenotypically classify the organisms readily through bioinformatic platforms like Explify®, essentially providing dissected and quantitative results for timely and accurate empiric UTI treatment. CONCLUSION: PM offers potential for building effective diagnostic models beyond usual care testing in complex UTI diseases. Future studies should assess the impact of PM-guided UTI management on clinical outcomes. Frontiers Media S.A. 2023-07-04 /pmc/articles/PMC10352793/ /pubmed/37469596 http://dx.doi.org/10.3389/fcimb.2023.1221289 Text en Copyright © 2023 Almas, Carpenter, Rowan, Tamrakar, Bishop and Sharma https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cellular and Infection Microbiology
Almas, Sadia
Carpenter, Rob E.
Rowan, Chase
Tamrakar, Vaibhav K.
Bishop, Joseph
Sharma, Rahul
Advantage of precision metagenomics for urinary tract infection diagnostics
title Advantage of precision metagenomics for urinary tract infection diagnostics
title_full Advantage of precision metagenomics for urinary tract infection diagnostics
title_fullStr Advantage of precision metagenomics for urinary tract infection diagnostics
title_full_unstemmed Advantage of precision metagenomics for urinary tract infection diagnostics
title_short Advantage of precision metagenomics for urinary tract infection diagnostics
title_sort advantage of precision metagenomics for urinary tract infection diagnostics
topic Cellular and Infection Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352793/
https://www.ncbi.nlm.nih.gov/pubmed/37469596
http://dx.doi.org/10.3389/fcimb.2023.1221289
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