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The DendrisCHIP(®) Technology as a New, Rapid and Reliable Molecular Method for the Diagnosis of Osteoarticular Infections
Osteoarticular infections are major disabling diseases that can occur after orthopedic implant surgery in patients. The management of these infections is very complex and painful, requiring surgical intervention in combination with long-term antibiotic treatment. Therefore, early and accurate diagno...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9222036/ https://www.ncbi.nlm.nih.gov/pubmed/35741163 http://dx.doi.org/10.3390/diagnostics12061353 |
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author | Bernard, Elodie Peyret, Thomas Plinet, Mathilde Contie, Yohan Cazaudarré, Thomas Rouquet, Yannick Bernier, Matthieu Pesant, Stéphanie Fabre, Richard Anton, Aurore Maugis-Rabusseau, Cathy François, Jean Marie |
author_facet | Bernard, Elodie Peyret, Thomas Plinet, Mathilde Contie, Yohan Cazaudarré, Thomas Rouquet, Yannick Bernier, Matthieu Pesant, Stéphanie Fabre, Richard Anton, Aurore Maugis-Rabusseau, Cathy François, Jean Marie |
author_sort | Bernard, Elodie |
collection | PubMed |
description | Osteoarticular infections are major disabling diseases that can occur after orthopedic implant surgery in patients. The management of these infections is very complex and painful, requiring surgical intervention in combination with long-term antibiotic treatment. Therefore, early and accurate diagnosis of the causal pathogens is essential before formulating chemotherapeutic regimens. Although culture-based microbiology remains the most common diagnosis of osteoarticular infections, its regular failure to identify the causative pathogen as well as its long-term modus operandi motivates the development of rapid, accurate, and sufficiently comprehensive bacterial species-specific diagnostics that must be easy to use by routine clinical laboratories. Based on these criteria, we reported on the feasibility of our DendrisCHIP(®) technology using DendrisCHIP(®)OA as an innovative molecular diagnostic method to diagnose pathogen bacteria implicated in osteoarticular infections. This technology is based on the principle of microarrays in which the hybridization signals between oligoprobes and complementary labeled DNA fragments from isolates queries a database of hybridization signatures corresponding to a list of pre-established bacteria implicated in osteoarticular infections by a decision algorithm based on machine learning methods. In this way, this technology combines the advantages of a PCR-based method and next-generation sequencing (NGS) while reducing the limitations and constraints of the two latter technologies. On the one hand, DendrisCHIP(®)OA is more comprehensive than multiplex PCR tests as it is able to detect many more germs on a single sample. On the other hand, this method is not affected by the large number of nonclinically relevant bacteria or false positives that characterize NGS, as our DendrisCHIP(®)OA has been designed to date to target only a subset of 20 bacteria potentially responsible for osteoarticular infections. DendrisCHIP(®)OA has been compared with microbial culture on more than 300 isolates and a 40% discrepancy between the two methods was found, which could be due in part but not solely to the absence or poor identification of germs detected by microbial culture. We also demonstrated the reliability of our technology in correctly identifying bacteria in isolates by showing a convergence (i.e., same bacteria identified) with NGS superior to 55% while this convergence was only 32% between NGS and microbial culture data. Finally, we showed that our technology can provide a diagnostic result in less than one day (technically, 5 h), which is comparatively faster and less labor intensive than microbial cultures and NGS. |
format | Online Article Text |
id | pubmed-9222036 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-92220362022-06-24 The DendrisCHIP(®) Technology as a New, Rapid and Reliable Molecular Method for the Diagnosis of Osteoarticular Infections Bernard, Elodie Peyret, Thomas Plinet, Mathilde Contie, Yohan Cazaudarré, Thomas Rouquet, Yannick Bernier, Matthieu Pesant, Stéphanie Fabre, Richard Anton, Aurore Maugis-Rabusseau, Cathy François, Jean Marie Diagnostics (Basel) Article Osteoarticular infections are major disabling diseases that can occur after orthopedic implant surgery in patients. The management of these infections is very complex and painful, requiring surgical intervention in combination with long-term antibiotic treatment. Therefore, early and accurate diagnosis of the causal pathogens is essential before formulating chemotherapeutic regimens. Although culture-based microbiology remains the most common diagnosis of osteoarticular infections, its regular failure to identify the causative pathogen as well as its long-term modus operandi motivates the development of rapid, accurate, and sufficiently comprehensive bacterial species-specific diagnostics that must be easy to use by routine clinical laboratories. Based on these criteria, we reported on the feasibility of our DendrisCHIP(®) technology using DendrisCHIP(®)OA as an innovative molecular diagnostic method to diagnose pathogen bacteria implicated in osteoarticular infections. This technology is based on the principle of microarrays in which the hybridization signals between oligoprobes and complementary labeled DNA fragments from isolates queries a database of hybridization signatures corresponding to a list of pre-established bacteria implicated in osteoarticular infections by a decision algorithm based on machine learning methods. In this way, this technology combines the advantages of a PCR-based method and next-generation sequencing (NGS) while reducing the limitations and constraints of the two latter technologies. On the one hand, DendrisCHIP(®)OA is more comprehensive than multiplex PCR tests as it is able to detect many more germs on a single sample. On the other hand, this method is not affected by the large number of nonclinically relevant bacteria or false positives that characterize NGS, as our DendrisCHIP(®)OA has been designed to date to target only a subset of 20 bacteria potentially responsible for osteoarticular infections. DendrisCHIP(®)OA has been compared with microbial culture on more than 300 isolates and a 40% discrepancy between the two methods was found, which could be due in part but not solely to the absence or poor identification of germs detected by microbial culture. We also demonstrated the reliability of our technology in correctly identifying bacteria in isolates by showing a convergence (i.e., same bacteria identified) with NGS superior to 55% while this convergence was only 32% between NGS and microbial culture data. Finally, we showed that our technology can provide a diagnostic result in less than one day (technically, 5 h), which is comparatively faster and less labor intensive than microbial cultures and NGS. MDPI 2022-05-30 /pmc/articles/PMC9222036/ /pubmed/35741163 http://dx.doi.org/10.3390/diagnostics12061353 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Bernard, Elodie Peyret, Thomas Plinet, Mathilde Contie, Yohan Cazaudarré, Thomas Rouquet, Yannick Bernier, Matthieu Pesant, Stéphanie Fabre, Richard Anton, Aurore Maugis-Rabusseau, Cathy François, Jean Marie The DendrisCHIP(®) Technology as a New, Rapid and Reliable Molecular Method for the Diagnosis of Osteoarticular Infections |
title | The DendrisCHIP(®) Technology as a New, Rapid and Reliable Molecular Method for the Diagnosis of Osteoarticular Infections |
title_full | The DendrisCHIP(®) Technology as a New, Rapid and Reliable Molecular Method for the Diagnosis of Osteoarticular Infections |
title_fullStr | The DendrisCHIP(®) Technology as a New, Rapid and Reliable Molecular Method for the Diagnosis of Osteoarticular Infections |
title_full_unstemmed | The DendrisCHIP(®) Technology as a New, Rapid and Reliable Molecular Method for the Diagnosis of Osteoarticular Infections |
title_short | The DendrisCHIP(®) Technology as a New, Rapid and Reliable Molecular Method for the Diagnosis of Osteoarticular Infections |
title_sort | dendrischip(®) technology as a new, rapid and reliable molecular method for the diagnosis of osteoarticular infections |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9222036/ https://www.ncbi.nlm.nih.gov/pubmed/35741163 http://dx.doi.org/10.3390/diagnostics12061353 |
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