MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Department of Endocrinology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China.
Diabetes Obes Metab. 2024 Dec;26(12):5757-5775. doi: 10.1111/dom.15946. Epub 2024 Sep 16.
To explore the associations between cuprotosis-related genes (CRGs) across different stages of liver disease in metabolic dysfunction-associated fatty liver disease (MAFLD), including hepatocellular carcinoma (HCC).
We analysed several bulk RNA sequencing datasets from patients with MAFLD (n = 331) and MAFLD-related HCC (n = 271) and two MAFLD single-cell RNA sequencing datasets. To investigate the associations between CRGs and MAFLD, we performed differential correlation, logistic regression and functional enrichment analyses. We also validated the findings in an independent Wenzhou PERSONS cohort of MAFLD patients (n = 656) used for a genome-wide association study (GWAS).
GLS, GCSH and ATP7B genes showed significant differences across the MAFLD spectrum and were significantly associated with liver fibrosis stages. GLS was closely associated with fibrosis stages in patients with MAFLD and those with MAFLD-related HCC. GLS is predominantly expressed in monocytes and T cells in MAFLD. During the progression of metabolic dysfunction-associated fatty liver to metabolic-associated steatohepatitis, GLS expression in T cells decreased. GWAS revealed that multiple single nucleotide polymorphisms in GLS were associated with clinical indicators of MAFLD.
GLS may contribute to liver inflammation and fibrosis in MAFLD mainly through cuprotosis and T-cell activation, promoting the progression of MAFLD to HCC. These findings suggest that cuprotosis may play a role in MAFLD progression, potentially providing new insights into MAFLD pathogenesis.
探索代谢相关脂肪性肝病(MAFLD)不同阶段的铜死亡相关基因(CRGs)与肝细胞癌(HCC)之间的关联。
我们分析了来自 MAFLD(n=331)和 MAFLD 相关 HCC(n=271)患者的多个批量 RNA 测序数据集以及两个 MAFLD 单细胞 RNA 测序数据集。为了研究 CRGs 与 MAFLD 之间的关联,我们进行了差异相关、逻辑回归和功能富集分析。我们还在用于全基因组关联研究(GWAS)的独立温州 PERSONS 队列中验证了 MAFLD 患者(n=656)的发现。
GLS、GCSH 和 ATP7B 基因在 MAFLD 谱中表现出显著差异,与肝纤维化阶段显著相关。GLS 与 MAFLD 患者和 MAFLD 相关 HCC 患者的纤维化阶段密切相关。GLS 在 MAFLD 中主要在单核细胞和 T 细胞中表达。在代谢相关脂肪性肝病向代谢相关脂肪性肝炎进展过程中,T 细胞中的 GLS 表达减少。GWAS 显示 GLS 中的多个单核苷酸多态性与 MAFLD 的临床指标相关。
GLS 可能主要通过铜死亡和 T 细胞激活促进 MAFLD 向 HCC 的进展,从而导致 MAFLD 中的肝脏炎症和纤维化。这些发现表明铜死亡可能在 MAFLD 进展中发挥作用,为 MAFLD 的发病机制提供了新的见解。