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

被引:3
|
作者
Liang, Xi [1 ,2 ]
Li, Peng [2 ]
Jiang, Jing [2 ]
Xin, Jiaojiao [2 ]
Luo, Jinjin [2 ]
Li, Jiaqi [2 ]
Chen, Pengcheng [3 ]
Ren, Keke [2 ]
Zhou, Qian [2 ]
Guo, Beibei [2 ]
Zhou, Xingping [2 ]
Chen, Jiaxian [2 ]
He, Lulu [2 ]
Yang, Hui [2 ]
Hu, Wen [2 ]
Ma, Shiwen [2 ]
Li, Bingqi [2 ]
Chen, Xin [4 ,5 ,6 ]
Shi, Dongyan [2 ]
Li, Jun [1 ,2 ]
机构
[1] Taizhou Univ Hosp, Taizhou Cent Hosp, Precis Med Ctr, Taizhou 318000, Peoples R China
[2] Zhejiang Univ, State Key Lab Diag & Treatment Infect Dis, Natl Clin Res Ctr Infect Dis, Natl Med Ctr Infect Dis,Affiliated Hosp 1,Sch Med, Hangzhou 310003, Peoples R China
[3] Taizhou Univ, Inst Big Data & Artificial Intelligence Med, Sch Elect & Informat Engn, Taizhou, Peoples R China
[4] Zhejiang Univ, Inst Pharmaceut Biotechnol, Dept Radiat Oncol, Sch Med, Hangzhou, Peoples R China
[5] Zhejiang Univ, Affiliated Hosp 1, Dept Radiat Oncol, Sch Med, Hangzhou, Peoples R China
[6] Zhejiang Univ, Joint Inst Genet & Genome Med Zhejiang Univ & Uni, Hangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
acute-on-chronic liver failure; transcriptomics; biomarker; mortality; V-set and immunoglobulin domain-containing 4; COMPLEMENT RECEPTOR; PROGNOSTIC SCORE; CELLS; SET; VALIDATION; CRIG;
D O I
10.1016/j.jhepr.2023.100848
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
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 x 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 lg/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. (c) 2023 The Author(s). Published by Elsevier B.V. on behalf of European Association for the Study of the Liver (EASL). This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
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页数:15
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