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Fungal Whole-Genome Sequencing for Species Identification: From Test Development to Clinical Utilization

Using next-generation sequencing (NGS), we developed and validated a whole-genome sequencing (WGS)-based clinical test for fungal species identification on clinical isolates. The identification is mainly based on the fungal ribosomal internal transcribed spacer (ITS) region as the primary marker, an...

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Autores principales: Salem-Bango, Zackary, Price, Travis K, Chan, June L, Chandrasekaran, Sukantha, Garner, Omai B, Yang, Shangxin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965959/
https://www.ncbi.nlm.nih.gov/pubmed/36836298
http://dx.doi.org/10.3390/jof9020183
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author Salem-Bango, Zackary
Price, Travis K
Chan, June L
Chandrasekaran, Sukantha
Garner, Omai B
Yang, Shangxin
author_facet Salem-Bango, Zackary
Price, Travis K
Chan, June L
Chandrasekaran, Sukantha
Garner, Omai B
Yang, Shangxin
author_sort Salem-Bango, Zackary
collection PubMed
description Using next-generation sequencing (NGS), we developed and validated a whole-genome sequencing (WGS)-based clinical test for fungal species identification on clinical isolates. The identification is mainly based on the fungal ribosomal internal transcribed spacer (ITS) region as the primary marker, and additional marker and genomic analysis applied for species within the Mucorales family (using the 28S rRNA gene) and Aspergillus genus (using the beta-tubulin gene and k-mer tree-based phylogenetic clustering). The validation study involving 74 unique fungal isolates (22 yeasts, 51 molds, and 1 mushroom-forming fungus) showed high accuracy, with 100% (74/74) concordance on the genus-level identifications and 89.2% (66/74) concordance on the species level. The 8 discrepant results were due to either the limitation of conventional morphology-based methodology or taxonomic changes. After one year of implementation in our clinical laboratory, this fungal NGS test was utilized in 29 cases; the majority of them were transplant and cancer patients. We demonstrated the utility of this test by detailing five case studies, in which accurate fungal species identification led to correct diagnosis, treatment adjustment or was ruled out for hospital acquired infection. This study provides a model for validation and implementation of WGS for fungal identification in a complex health system that serves a large immunocompromised patient population.
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spelling pubmed-99659592023-02-26 Fungal Whole-Genome Sequencing for Species Identification: From Test Development to Clinical Utilization Salem-Bango, Zackary Price, Travis K Chan, June L Chandrasekaran, Sukantha Garner, Omai B Yang, Shangxin J Fungi (Basel) Article Using next-generation sequencing (NGS), we developed and validated a whole-genome sequencing (WGS)-based clinical test for fungal species identification on clinical isolates. The identification is mainly based on the fungal ribosomal internal transcribed spacer (ITS) region as the primary marker, and additional marker and genomic analysis applied for species within the Mucorales family (using the 28S rRNA gene) and Aspergillus genus (using the beta-tubulin gene and k-mer tree-based phylogenetic clustering). The validation study involving 74 unique fungal isolates (22 yeasts, 51 molds, and 1 mushroom-forming fungus) showed high accuracy, with 100% (74/74) concordance on the genus-level identifications and 89.2% (66/74) concordance on the species level. The 8 discrepant results were due to either the limitation of conventional morphology-based methodology or taxonomic changes. After one year of implementation in our clinical laboratory, this fungal NGS test was utilized in 29 cases; the majority of them were transplant and cancer patients. We demonstrated the utility of this test by detailing five case studies, in which accurate fungal species identification led to correct diagnosis, treatment adjustment or was ruled out for hospital acquired infection. This study provides a model for validation and implementation of WGS for fungal identification in a complex health system that serves a large immunocompromised patient population. MDPI 2023-01-29 /pmc/articles/PMC9965959/ /pubmed/36836298 http://dx.doi.org/10.3390/jof9020183 Text en © 2023 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
Salem-Bango, Zackary
Price, Travis K
Chan, June L
Chandrasekaran, Sukantha
Garner, Omai B
Yang, Shangxin
Fungal Whole-Genome Sequencing for Species Identification: From Test Development to Clinical Utilization
title Fungal Whole-Genome Sequencing for Species Identification: From Test Development to Clinical Utilization
title_full Fungal Whole-Genome Sequencing for Species Identification: From Test Development to Clinical Utilization
title_fullStr Fungal Whole-Genome Sequencing for Species Identification: From Test Development to Clinical Utilization
title_full_unstemmed Fungal Whole-Genome Sequencing for Species Identification: From Test Development to Clinical Utilization
title_short Fungal Whole-Genome Sequencing for Species Identification: From Test Development to Clinical Utilization
title_sort fungal whole-genome sequencing for species identification: from test development to clinical utilization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9965959/
https://www.ncbi.nlm.nih.gov/pubmed/36836298
http://dx.doi.org/10.3390/jof9020183
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