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Transcriptomics unveils immune metabolic disruption and a novel biomarker of mortality in patients with HBV-related acute-on-chronic liver failure

BACKGROUND & AIMS: HBV-related acute-on-chronic liver failure (HBV-ACLF) is a complex syndrome associated with high short-term mortality. This study aims to reveal the molecular basis and identify novel HBV-ACLF biomarkers. METHODS: Seventy patients with HBV-ACLF and different short-term (28 day...

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Autores principales: Liang, Xi, Li, Peng, Jiang, Jing, Xin, Jiaojiao, Luo, Jinjin, Li, Jiaqi, Chen, Pengcheng, Ren, Keke, Zhou, Qian, Guo, Beibei, Zhou, Xingping, Chen, Jiaxian, He, Lulu, Yang, Hui, Hu, Wen, Ma, Shiwen, Li, Bingqi, Chen, Xin, Shi, Dongyan, Li, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10424217/
https://www.ncbi.nlm.nih.gov/pubmed/37583946
http://dx.doi.org/10.1016/j.jhepr.2023.100848
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author Liang, Xi
Li, Peng
Jiang, Jing
Xin, Jiaojiao
Luo, Jinjin
Li, Jiaqi
Chen, Pengcheng
Ren, Keke
Zhou, Qian
Guo, Beibei
Zhou, Xingping
Chen, Jiaxian
He, Lulu
Yang, Hui
Hu, Wen
Ma, Shiwen
Li, Bingqi
Chen, Xin
Shi, Dongyan
Li, Jun
author_facet Liang, Xi
Li, Peng
Jiang, Jing
Xin, Jiaojiao
Luo, Jinjin
Li, Jiaqi
Chen, Pengcheng
Ren, Keke
Zhou, Qian
Guo, Beibei
Zhou, Xingping
Chen, Jiaxian
He, Lulu
Yang, Hui
Hu, Wen
Ma, Shiwen
Li, Bingqi
Chen, Xin
Shi, Dongyan
Li, Jun
author_sort Liang, Xi
collection PubMed
description BACKGROUND & AIMS: HBV-related acute-on-chronic liver failure (HBV-ACLF) is a complex syndrome associated with high short-term mortality. This study aims to reveal the molecular basis and identify novel HBV-ACLF biomarkers. METHODS: Seventy patients with HBV-ACLF and different short-term (28 days) outcomes underwent transcriptome sequencing using peripheral blood mononuclear cells. Candidate biomarkers were confirmed in two external cohorts using ELISA. RESULTS: Cellular composition analysis with peripheral blood mononuclear cell transcriptomics showed that the proportions of monocytes, T cells and natural killer cells were significantly correlated with 28-day mortality. Significant metabolic dysregulation of carbohydrate, energy and amino acid metabolism was observed in ACLF non-survivors. V-set and immunoglobulin domain-containing 4 (VSIG4) was the most robust predictor of patient survival (adjusted p = 1.74 × 10(−16); variable importance in the projection = 1.21; AUROC = 0.89) and was significantly correlated with pathways involved in the progression of ACLF, including inflammation, oxidative phosphorylation, tricarboxylic acid cycle and T-cell activation/differentiation. Plasma VSIG4 analysis externally validated its diagnostic value in ACLF (compared with chronic liver disease and healthy groups, AUROC = 0.983). The prognostic performance for 28-/90-day mortality (AUROCs = 0.769/0.767) was comparable to that of three commonly used scores (COSSH-ACLFs, 0.867/0.884; CLIF-C ACLFs, 0.840/0.835; MELD-Na, 0.710/0.737). Plasma VSIG4 level, as an independent predictor, could be used to improve the prognostic performance of clinical scores. Risk stratification based on VSIG4 expression levels (>122 μg/ml) identified patients with ACLF at a high risk of death. The generality of VSIG4 in other etiologies was validated. CONCLUSIONS: This study reveals that immune-metabolism disorder underlies poor ACLF outcomes. VSIG4 may be helpful as a diagnostic and prognostic biomarker in clinical practice. IMPACT AND IMPLICATIONS: Acute-on-chronic liver failure (ACLF) is a lethal clinical syndrome associated with high mortality. We found significant immune cell alterations and metabolic dysregulation that were linked to high mortality in patients with HBV-ACLF based on transcriptomics using peripheral blood mononuclear cells. We identified VSIG4 (V-set and immunoglobulin domain-containing 4) as a diagnostic and prognostic biomarker in ACLF, which could specifically identify patients with ACLF at a high risk of death.
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spelling pubmed-104242172023-08-15 Transcriptomics unveils immune metabolic disruption and a novel biomarker of mortality in patients with HBV-related acute-on-chronic liver failure Liang, Xi Li, Peng Jiang, Jing Xin, Jiaojiao Luo, Jinjin Li, Jiaqi Chen, Pengcheng Ren, Keke Zhou, Qian Guo, Beibei Zhou, Xingping Chen, Jiaxian He, Lulu Yang, Hui Hu, Wen Ma, Shiwen Li, Bingqi Chen, Xin Shi, Dongyan Li, Jun JHEP Rep Research Article BACKGROUND & AIMS: HBV-related acute-on-chronic liver failure (HBV-ACLF) is a complex syndrome associated with high short-term mortality. This study aims to reveal the molecular basis and identify novel HBV-ACLF biomarkers. METHODS: Seventy patients with HBV-ACLF and different short-term (28 days) outcomes underwent transcriptome sequencing using peripheral blood mononuclear cells. Candidate biomarkers were confirmed in two external cohorts using ELISA. RESULTS: Cellular composition analysis with peripheral blood mononuclear cell transcriptomics showed that the proportions of monocytes, T cells and natural killer cells were significantly correlated with 28-day mortality. Significant metabolic dysregulation of carbohydrate, energy and amino acid metabolism was observed in ACLF non-survivors. V-set and immunoglobulin domain-containing 4 (VSIG4) was the most robust predictor of patient survival (adjusted p = 1.74 × 10(−16); variable importance in the projection = 1.21; AUROC = 0.89) and was significantly correlated with pathways involved in the progression of ACLF, including inflammation, oxidative phosphorylation, tricarboxylic acid cycle and T-cell activation/differentiation. Plasma VSIG4 analysis externally validated its diagnostic value in ACLF (compared with chronic liver disease and healthy groups, AUROC = 0.983). The prognostic performance for 28-/90-day mortality (AUROCs = 0.769/0.767) was comparable to that of three commonly used scores (COSSH-ACLFs, 0.867/0.884; CLIF-C ACLFs, 0.840/0.835; MELD-Na, 0.710/0.737). Plasma VSIG4 level, as an independent predictor, could be used to improve the prognostic performance of clinical scores. Risk stratification based on VSIG4 expression levels (>122 μg/ml) identified patients with ACLF at a high risk of death. The generality of VSIG4 in other etiologies was validated. CONCLUSIONS: This study reveals that immune-metabolism disorder underlies poor ACLF outcomes. VSIG4 may be helpful as a diagnostic and prognostic biomarker in clinical practice. IMPACT AND IMPLICATIONS: Acute-on-chronic liver failure (ACLF) is a lethal clinical syndrome associated with high mortality. We found significant immune cell alterations and metabolic dysregulation that were linked to high mortality in patients with HBV-ACLF based on transcriptomics using peripheral blood mononuclear cells. We identified VSIG4 (V-set and immunoglobulin domain-containing 4) as a diagnostic and prognostic biomarker in ACLF, which could specifically identify patients with ACLF at a high risk of death. Elsevier 2023-07-17 /pmc/articles/PMC10424217/ /pubmed/37583946 http://dx.doi.org/10.1016/j.jhepr.2023.100848 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Liang, Xi
Li, Peng
Jiang, Jing
Xin, Jiaojiao
Luo, Jinjin
Li, Jiaqi
Chen, Pengcheng
Ren, Keke
Zhou, Qian
Guo, Beibei
Zhou, Xingping
Chen, Jiaxian
He, Lulu
Yang, Hui
Hu, Wen
Ma, Shiwen
Li, Bingqi
Chen, Xin
Shi, Dongyan
Li, Jun
Transcriptomics unveils immune metabolic disruption and a novel biomarker of mortality in patients with HBV-related acute-on-chronic liver failure
title Transcriptomics unveils immune metabolic disruption and a novel biomarker of mortality in patients with HBV-related acute-on-chronic liver failure
title_full Transcriptomics unveils immune metabolic disruption and a novel biomarker of mortality in patients with HBV-related acute-on-chronic liver failure
title_fullStr Transcriptomics unveils immune metabolic disruption and a novel biomarker of mortality in patients with HBV-related acute-on-chronic liver failure
title_full_unstemmed Transcriptomics unveils immune metabolic disruption and a novel biomarker of mortality in patients with HBV-related acute-on-chronic liver failure
title_short Transcriptomics unveils immune metabolic disruption and a novel biomarker of mortality in patients with HBV-related acute-on-chronic liver failure
title_sort transcriptomics unveils immune metabolic disruption and a novel biomarker of mortality in patients with hbv-related acute-on-chronic liver failure
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10424217/
https://www.ncbi.nlm.nih.gov/pubmed/37583946
http://dx.doi.org/10.1016/j.jhepr.2023.100848
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