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Detection of bla(CTX-M) and bla(DHA) genes in stool samples of healthy people: comparison of culture- and shotgun metagenomic-based approaches
We implemented culture- and shotgun metagenomic sequencing (SMS)-based methods to assess the gut colonization with extended-spectrum cephalosporin-resistant Enterobacterales (ESC-R-Ent) in 42 volunteers. Both methods were performed using native and pre-enriched (broth supplemented with cefuroxime) s...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501143/ https://www.ncbi.nlm.nih.gov/pubmed/37720151 http://dx.doi.org/10.3389/fmicb.2023.1236208 |
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author | Campos-Madueno, Edgar I. Aldeia, Claudia Perreten, Vincent Sendi, Parham Moser, Aline I. Endimiani, Andrea |
author_facet | Campos-Madueno, Edgar I. Aldeia, Claudia Perreten, Vincent Sendi, Parham Moser, Aline I. Endimiani, Andrea |
author_sort | Campos-Madueno, Edgar I. |
collection | PubMed |
description | We implemented culture- and shotgun metagenomic sequencing (SMS)-based methods to assess the gut colonization with extended-spectrum cephalosporin-resistant Enterobacterales (ESC-R-Ent) in 42 volunteers. Both methods were performed using native and pre-enriched (broth supplemented with cefuroxime) stools. Native culture screening on CHROMID(®) ESBL plates resulted in 17 positive samples, whereas the pre-enriched culture (gold-standard) identified 23 carriers. Overall, 26 ESC-R-Ent strains (24 Escherichia coli) were identified: 25 CTX-M and 3 DHA-1 producers (2 co-producing CTX-Ms). Using the SMS on native stool (“native SMS”) with thresholds ≥60% for both identity and coverage, only 7 of the 23 pre-enriched culture-positive samples resulted positive for bla(CTX-M)/bla(DHA) genes (native SMS reads mapping to bla(CTX-M)/bla(DHAs) identified in gold-standard: sensitivity, 59.0%; specificity 100%). Moreover, an average of 31.5 and 24.6 antimicrobial resistance genes (ARGs) were detected in the 23 pre-enriched culture-positive and the 19 negative samples, respectively. When the pre-enriched SMS was implemented, more bla(CTX-M)/bla(DHA) genes were detected than in the native assay, including in stools that were pre-enriched culture-negative (pre-enriched SMS reads mapping to bla(CTX-M)/bla(DHAs) identified in gold-standard: sensitivity, 78.3%; specificity 75.0%). In addition, the pre-enriched SMS identified on average 38.6 ARGs/sample, whereas for the corresponding native SMS it was 29.4 ARGs/sample. Notably, stools resulting false-negative by using the native SMS had lower concentrations of ESC-R-Ent (average: ~10(5) vs. ~10(7) CFU/g) and E. coli classified reads (average: 193,959 vs. 1.45 million) than those of native SMS positive samples. Finally, the detection of bla(CTX-M)/bla(DHA) genes was compared with two well-established bioinformatic tools. In conclusion, only the pre-enriched SMS assured detection of most carriers of ESC-R-Ent. However, its performance was not comparable to the pre-enriched culture-based approach. |
format | Online Article Text |
id | pubmed-10501143 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105011432023-09-15 Detection of bla(CTX-M) and bla(DHA) genes in stool samples of healthy people: comparison of culture- and shotgun metagenomic-based approaches Campos-Madueno, Edgar I. Aldeia, Claudia Perreten, Vincent Sendi, Parham Moser, Aline I. Endimiani, Andrea Front Microbiol Microbiology We implemented culture- and shotgun metagenomic sequencing (SMS)-based methods to assess the gut colonization with extended-spectrum cephalosporin-resistant Enterobacterales (ESC-R-Ent) in 42 volunteers. Both methods were performed using native and pre-enriched (broth supplemented with cefuroxime) stools. Native culture screening on CHROMID(®) ESBL plates resulted in 17 positive samples, whereas the pre-enriched culture (gold-standard) identified 23 carriers. Overall, 26 ESC-R-Ent strains (24 Escherichia coli) were identified: 25 CTX-M and 3 DHA-1 producers (2 co-producing CTX-Ms). Using the SMS on native stool (“native SMS”) with thresholds ≥60% for both identity and coverage, only 7 of the 23 pre-enriched culture-positive samples resulted positive for bla(CTX-M)/bla(DHA) genes (native SMS reads mapping to bla(CTX-M)/bla(DHAs) identified in gold-standard: sensitivity, 59.0%; specificity 100%). Moreover, an average of 31.5 and 24.6 antimicrobial resistance genes (ARGs) were detected in the 23 pre-enriched culture-positive and the 19 negative samples, respectively. When the pre-enriched SMS was implemented, more bla(CTX-M)/bla(DHA) genes were detected than in the native assay, including in stools that were pre-enriched culture-negative (pre-enriched SMS reads mapping to bla(CTX-M)/bla(DHAs) identified in gold-standard: sensitivity, 78.3%; specificity 75.0%). In addition, the pre-enriched SMS identified on average 38.6 ARGs/sample, whereas for the corresponding native SMS it was 29.4 ARGs/sample. Notably, stools resulting false-negative by using the native SMS had lower concentrations of ESC-R-Ent (average: ~10(5) vs. ~10(7) CFU/g) and E. coli classified reads (average: 193,959 vs. 1.45 million) than those of native SMS positive samples. Finally, the detection of bla(CTX-M)/bla(DHA) genes was compared with two well-established bioinformatic tools. In conclusion, only the pre-enriched SMS assured detection of most carriers of ESC-R-Ent. However, its performance was not comparable to the pre-enriched culture-based approach. Frontiers Media S.A. 2023-08-31 /pmc/articles/PMC10501143/ /pubmed/37720151 http://dx.doi.org/10.3389/fmicb.2023.1236208 Text en Copyright © 2023 Campos-Madueno, Aldeia, Perreten, Sendi, Moser and Endimiani. 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 | Microbiology Campos-Madueno, Edgar I. Aldeia, Claudia Perreten, Vincent Sendi, Parham Moser, Aline I. Endimiani, Andrea Detection of bla(CTX-M) and bla(DHA) genes in stool samples of healthy people: comparison of culture- and shotgun metagenomic-based approaches |
title | Detection of bla(CTX-M) and bla(DHA) genes in stool samples of healthy people: comparison of culture- and shotgun metagenomic-based approaches |
title_full | Detection of bla(CTX-M) and bla(DHA) genes in stool samples of healthy people: comparison of culture- and shotgun metagenomic-based approaches |
title_fullStr | Detection of bla(CTX-M) and bla(DHA) genes in stool samples of healthy people: comparison of culture- and shotgun metagenomic-based approaches |
title_full_unstemmed | Detection of bla(CTX-M) and bla(DHA) genes in stool samples of healthy people: comparison of culture- and shotgun metagenomic-based approaches |
title_short | Detection of bla(CTX-M) and bla(DHA) genes in stool samples of healthy people: comparison of culture- and shotgun metagenomic-based approaches |
title_sort | detection of bla(ctx-m) and bla(dha) genes in stool samples of healthy people: comparison of culture- and shotgun metagenomic-based approaches |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10501143/ https://www.ncbi.nlm.nih.gov/pubmed/37720151 http://dx.doi.org/10.3389/fmicb.2023.1236208 |
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