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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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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. |
format | Online Article Text |
id | pubmed-10424217 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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