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

被引:3
|
作者
Tana, Michele May-Sien [1 ,2 ]
Klepper, Arielle [1 ]
Lyden, Amy [3 ]
Pisco, Angela Oliveira [3 ]
Phelps, Maira [3 ]
McGee, Breann [4 ]
Green, Kelsey [4 ]
Feng, Sandy [1 ,2 ]
DeRisi, Joseph [1 ,3 ]
Crawford, Emily Dawn [1 ,3 ]
Lammert, Craig S. [4 ]
机构
[1] Univ Calif San Francisco, San Francisco, CA 94143 USA
[2] UCSF Liver Ctr, San Francisco, CA 94143 USA
[3] Chan Zuckerberg Biohub, San Francisco, CA USA
[4] Univ Indiana, Bloomington, IN USA
来源
PLOS ONE | 2022年 / 17卷 / 03期
关键词
SYSTEMIC-LUPUS-ERYTHEMATOSUS; HUMAN PEGIVIRUS; I INTERFERON;
D O I
10.1371/journal.pone.0264307
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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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页数:19
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