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Fecal Host Transcriptomics for Non-invasive Human Mucosal Immune Profiling: Proof of Concept in Clostridium difficile Infection
BACKGROUND: Host factors play an important role in pathogenesis and disease outcome in Clostridium difficile infection (CDI), and characterization of these responses could uncover potential host biomarkers to complement existing microbe-based diagnostics. METHODS: We extracted RNA from fecal samples...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Pathogens and Immunity
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6166656/ https://www.ncbi.nlm.nih.gov/pubmed/30283823 http://dx.doi.org/10.20411/pai.v3i2.250 |
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author | Schlaberg, Robert Barrett, Amanda Edes, Kornelia Graves, Michael Paul, Litty Rychert, Jenna Lopansri, Bert K. Leung, Daniel T. |
author_facet | Schlaberg, Robert Barrett, Amanda Edes, Kornelia Graves, Michael Paul, Litty Rychert, Jenna Lopansri, Bert K. Leung, Daniel T. |
author_sort | Schlaberg, Robert |
collection | PubMed |
description | BACKGROUND: Host factors play an important role in pathogenesis and disease outcome in Clostridium difficile infection (CDI), and characterization of these responses could uncover potential host biomarkers to complement existing microbe-based diagnostics. METHODS: We extracted RNA from fecal samples of patients with CDI and profiled human mRNA using amplicon-based next-generation sequencing (NGS). We compared the fecal host mRNA transcript expression profiles of patients with CDI to controls with non-CDI diarrhea. RESULTS: We found that the ratio of human actin gamma 1 (ACTG1) to 16S ribosomal RNA (rRNA) was highly correlated with NGS quality as measured by percentage of reads on target. Patients with CDI could be differentiated from those with non-CDI diarrhea based on their fecal mRNA expression profiles using principal component analysis. Among the most differentially expressed genes were ones related to immune response (IL23A, IL34) and actin-cytoskeleton function (TNNT1, MYL4, SMTN, MYBPC3, all adjusted P-values < 1 x 10(-3)). CONCLUSIONS: In this proof-of-concept study, we used host fecal transcriptomics for non-invasive profiling of the mucosal immune response in CDI. We identified differentially expressed genes with biological plausibility based on animal and cell culture models. This demonstrates the potential of fecal transcriptomics to uncover host-based biomarkers for enteric infections. |
format | Online Article Text |
id | pubmed-6166656 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Pathogens and Immunity |
record_format | MEDLINE/PubMed |
spelling | pubmed-61666562018-10-01 Fecal Host Transcriptomics for Non-invasive Human Mucosal Immune Profiling: Proof of Concept in Clostridium difficile Infection Schlaberg, Robert Barrett, Amanda Edes, Kornelia Graves, Michael Paul, Litty Rychert, Jenna Lopansri, Bert K. Leung, Daniel T. Pathog Immun Research Article BACKGROUND: Host factors play an important role in pathogenesis and disease outcome in Clostridium difficile infection (CDI), and characterization of these responses could uncover potential host biomarkers to complement existing microbe-based diagnostics. METHODS: We extracted RNA from fecal samples of patients with CDI and profiled human mRNA using amplicon-based next-generation sequencing (NGS). We compared the fecal host mRNA transcript expression profiles of patients with CDI to controls with non-CDI diarrhea. RESULTS: We found that the ratio of human actin gamma 1 (ACTG1) to 16S ribosomal RNA (rRNA) was highly correlated with NGS quality as measured by percentage of reads on target. Patients with CDI could be differentiated from those with non-CDI diarrhea based on their fecal mRNA expression profiles using principal component analysis. Among the most differentially expressed genes were ones related to immune response (IL23A, IL34) and actin-cytoskeleton function (TNNT1, MYL4, SMTN, MYBPC3, all adjusted P-values < 1 x 10(-3)). CONCLUSIONS: In this proof-of-concept study, we used host fecal transcriptomics for non-invasive profiling of the mucosal immune response in CDI. We identified differentially expressed genes with biological plausibility based on animal and cell culture models. This demonstrates the potential of fecal transcriptomics to uncover host-based biomarkers for enteric infections. Pathogens and Immunity 2018-09-12 /pmc/articles/PMC6166656/ /pubmed/30283823 http://dx.doi.org/10.20411/pai.v3i2.250 Text en © Pathogens and Immunity 2018 This work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Research Article Schlaberg, Robert Barrett, Amanda Edes, Kornelia Graves, Michael Paul, Litty Rychert, Jenna Lopansri, Bert K. Leung, Daniel T. Fecal Host Transcriptomics for Non-invasive Human Mucosal Immune Profiling: Proof of Concept in Clostridium difficile Infection |
title | Fecal Host Transcriptomics for Non-invasive Human Mucosal Immune Profiling: Proof of Concept in Clostridium difficile Infection |
title_full | Fecal Host Transcriptomics for Non-invasive Human Mucosal Immune Profiling: Proof of Concept in Clostridium difficile Infection |
title_fullStr | Fecal Host Transcriptomics for Non-invasive Human Mucosal Immune Profiling: Proof of Concept in Clostridium difficile Infection |
title_full_unstemmed | Fecal Host Transcriptomics for Non-invasive Human Mucosal Immune Profiling: Proof of Concept in Clostridium difficile Infection |
title_short | Fecal Host Transcriptomics for Non-invasive Human Mucosal Immune Profiling: Proof of Concept in Clostridium difficile Infection |
title_sort | fecal host transcriptomics for non-invasive human mucosal immune profiling: proof of concept in clostridium difficile infection |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6166656/ https://www.ncbi.nlm.nih.gov/pubmed/30283823 http://dx.doi.org/10.20411/pai.v3i2.250 |
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