Diminished expression of GLS in CD4+ T cells serves as a prognostic indicator associated with cuproptosis in septic patients

Jiaqi Yang; Ning Chen; Pengyue Zhao; Xingpeng Yang; Yuxuan Li; Ze Fu; Yang Yan; Ning Dong; Songyan Li; Renqi Yao; Xiaohui Du; Yongming Yao

doi:10.1097/SHK.0000000000002370

Diminished expression of GLS in CD4+ T cells serves as a prognostic indicator associated with cuproptosis in septic patients

Shock. 2024 Mar 28. doi: 10.1097/SHK.0000000000002370. Online ahead of print.

Authors

Jiaqi Yang, Ning Chen¹, Pengyue Zhao, Xingpeng Yang, Yuxuan Li, Ze Fu, Yang Yan², Ning Dong¹, Songyan Li², Renqi Yao, Xiaohui Du, Yongming Yao¹

Affiliations

¹ Medical Innovation Research Division of Chinese PLA General Hospital, Beijing 100853, China.
² Department of General Surgery, the First Medical Center of Chinese PLA General Hospital, Beijing 100853, China.

PMID: 38662604
DOI: 10.1097/SHK.0000000000002370

Abstract

Objectives: Sepsis is defined as a life-threatening disease associated with a dysfunctional host immune response. Stratified identification of critically ill patients might significantly improve the survival rate. The present study sought to probe molecular markers associated with cuproptosis in septic patients to aid in stratification and improve prognosis.

Methods: We studied expression of cuproptosis-related genes (CRGs) using peripheral blood samples from septic patients. Further classification was made by examining levels of expression of these potential CRGs in patients. Coexpression networks were constructed using the weighted gene coexpression network analysis (WGCNA) method to identify crucial prognostic CRGs. Additionally, we utilized immune cell infiltration analysis to further examine the immune status of septic patients with different subtypes and its association with the CRGs. ScRNA-seq data were also analysed to verify expression of key CRGs among specific immune cells. Finally, immunoblotting, flow cytometry, immunofluorescence, and CFSE analysis were used to investigate possible regulatory mechanisms.

Results: We classified septic patients based on CRG expression levels and found significant differences in prognosis and gene expression patterns. Three key CRGs that may influence the prognosis of septic patients were identified. A decrease in GLS expression was subsequently verified in Jurkat cells, accompanied by a reduction in O-GlcNAc levels, and chelation of copper by TTM could not rescue the reduction in GLS and O-GLcNAc levels. Moreover, immoderate chelation of copper was detrimental to mitochondrial function, cell viability and cell proliferation as well as the immune status of the host.

Conclusion: We have identified novel molecular markers associated with cuproptosis, which could potentially function as diagnostic indicators for septic patients. The reversible nature of the observed alterations in FDX1 and LIAS was demonstrated through copper chelation, while the correlation between copper and the observed changes in GLS requires further investigation.