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Transcriptomic profiling of blood from autoimmune hepatitis patients reveals potential mechanisms with implications for management

Autoimmune hepatitis (AIH) is a poorly understood, chronic disease, for which corticosteroids are still the mainstay of therapy and most patients undergo liver biopsy to obtain a diagnosis. We aimed to determine if there was a transcriptomic signature of AIH in the peripheral blood and investigate u...

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Autores principales: Tana, Michele May-Sien, Klepper, Arielle, Lyden, Amy, Pisco, Angela Oliveira, Phelps, Maira, McGee, Breann, Green, Kelsey, Feng, Sandy, DeRisi, Joseph, Crawford, Emily Dawn, Lammert, Craig S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8936448/
https://www.ncbi.nlm.nih.gov/pubmed/35312680
http://dx.doi.org/10.1371/journal.pone.0264307
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author Tana, Michele May-Sien
Klepper, Arielle
Lyden, Amy
Pisco, Angela Oliveira
Phelps, Maira
McGee, Breann
Green, Kelsey
Feng, Sandy
DeRisi, Joseph
Crawford, Emily Dawn
Lammert, Craig S.
author_facet Tana, Michele May-Sien
Klepper, Arielle
Lyden, Amy
Pisco, Angela Oliveira
Phelps, Maira
McGee, Breann
Green, Kelsey
Feng, Sandy
DeRisi, Joseph
Crawford, Emily Dawn
Lammert, Craig S.
author_sort Tana, Michele May-Sien
collection PubMed
description Autoimmune hepatitis (AIH) is a poorly understood, chronic disease, for which corticosteroids are still the mainstay of therapy and most patients undergo liver biopsy to obtain a diagnosis. We aimed to determine if there was a transcriptomic signature of AIH in the peripheral blood and investigate underlying biologic pathways revealed by gene expression analysis. Whole blood RNA from 75 AIH patients and 25 healthy volunteers was extracted and sequenced. Differential gene expression analysis revealed 249 genes that were significantly differentially expressed in AIH patients compared to controls. Using a random forest algorithm, we determined that less than 10 genes were sufficient to differentiate the two groups in our cohort. Interferon signaling was more active in AIH samples compared to controls, regardless of treatment status. Pegivirus sequences were detected in five AIH samples and 1 healthy sample. The gene expression data and clinical metadata were used to determine 12 genes that were significantly associated with advanced fibrosis in AIH. AIH patients with a partial response to therapy demonstrated decreased evidence of a CD8+ T cell gene expression signal. These findings represent progress in understanding a disease in need of better tests, therapies, and biomarkers.
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spelling pubmed-89364482022-03-22 Transcriptomic profiling of blood from autoimmune hepatitis patients reveals potential mechanisms with implications for management Tana, Michele May-Sien Klepper, Arielle Lyden, Amy Pisco, Angela Oliveira Phelps, Maira McGee, Breann Green, Kelsey Feng, Sandy DeRisi, Joseph Crawford, Emily Dawn Lammert, Craig S. PLoS One Research Article Autoimmune hepatitis (AIH) is a poorly understood, chronic disease, for which corticosteroids are still the mainstay of therapy and most patients undergo liver biopsy to obtain a diagnosis. We aimed to determine if there was a transcriptomic signature of AIH in the peripheral blood and investigate underlying biologic pathways revealed by gene expression analysis. Whole blood RNA from 75 AIH patients and 25 healthy volunteers was extracted and sequenced. Differential gene expression analysis revealed 249 genes that were significantly differentially expressed in AIH patients compared to controls. Using a random forest algorithm, we determined that less than 10 genes were sufficient to differentiate the two groups in our cohort. Interferon signaling was more active in AIH samples compared to controls, regardless of treatment status. Pegivirus sequences were detected in five AIH samples and 1 healthy sample. The gene expression data and clinical metadata were used to determine 12 genes that were significantly associated with advanced fibrosis in AIH. AIH patients with a partial response to therapy demonstrated decreased evidence of a CD8+ T cell gene expression signal. These findings represent progress in understanding a disease in need of better tests, therapies, and biomarkers. Public Library of Science 2022-03-21 /pmc/articles/PMC8936448/ /pubmed/35312680 http://dx.doi.org/10.1371/journal.pone.0264307 Text en © 2022 Tana et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Tana, Michele May-Sien
Klepper, Arielle
Lyden, Amy
Pisco, Angela Oliveira
Phelps, Maira
McGee, Breann
Green, Kelsey
Feng, Sandy
DeRisi, Joseph
Crawford, Emily Dawn
Lammert, Craig S.
Transcriptomic profiling of blood from autoimmune hepatitis patients reveals potential mechanisms with implications for management
title Transcriptomic profiling of blood from autoimmune hepatitis patients reveals potential mechanisms with implications for management
title_full Transcriptomic profiling of blood from autoimmune hepatitis patients reveals potential mechanisms with implications for management
title_fullStr Transcriptomic profiling of blood from autoimmune hepatitis patients reveals potential mechanisms with implications for management
title_full_unstemmed Transcriptomic profiling of blood from autoimmune hepatitis patients reveals potential mechanisms with implications for management
title_short Transcriptomic profiling of blood from autoimmune hepatitis patients reveals potential mechanisms with implications for management
title_sort transcriptomic profiling of blood from autoimmune hepatitis patients reveals potential mechanisms with implications for management
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8936448/
https://www.ncbi.nlm.nih.gov/pubmed/35312680
http://dx.doi.org/10.1371/journal.pone.0264307
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