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A novel prognostic scoring model based on copper homeostasis and cuproptosis which indicates changes in tumor microenvironment and affects treatment response.
Ma, Yun-Long; Yang, Ya-Fei; Wang, Han-Chao; Yang, Chun-Cheng; Yan, Lun-Jie; Ding, Zi-Niu; Tian, Bao-Wen; Liu, Hui; Xue, Jun-Shuai; Han, Cheng-Long; Tan, Si-Yu; Hong, Jian-Guo; Yan, Yu-Chuan; Mao, Xin-Cheng; Wang, Dong-Xu; Li, Tao.
Afiliação
  • Ma YL; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Yang YF; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Wang HC; Institute for Financial Studies, Shandong University, Jinan, China.
  • Yang CC; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Yan LJ; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Ding ZN; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Tian BW; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Liu H; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Xue JS; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Han CL; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Tan SY; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Hong JG; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Yan YC; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Mao XC; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Wang DX; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
  • Li T; Department of General Surgery, Qilu Hospital, Shandong University, Jinan, China.
Front Pharmacol ; 14: 1101749, 2023.
Article em En | MEDLINE | ID: mdl-36909185
Background: Intracellular copper homeostasis requires a complex system. It has shown considerable prospects for intervening in the tumor microenvironment (TME) by regulating copper homeostasis and provoking cuproptosis. Their relationship with hepatocellular carcinoma (HCC) remains elusive. Methods: In TCGA and ICGC datasets, LASSO and multivariate Cox regression were applied to obtain the signature on the basis of genes associated with copper homeostasis and cuproptosis. Bioinformatic tools were utilized to reveal if the signature was correlated with HCC characteristics. Single-cell RNA sequencing data analysis identified differences in tumor and T cells' pathway activity and intercellular communication of immune-related cells. Real-time qPCR analysis was conducted to measure the genes' expression in HCC and adjacent normal tissue from 21 patients. CCK8 assay, scratch assay, transwell, and colony formation were conducted to reveal the effect of genes on in vitro cell proliferation, invasion, migration, and colony formation. Results: We constructed a five-gene scoring system in relation to copper homeostasis and cuproptosis. The high-risk score indicated poor clinical prognosis, enhanced tumor malignancy, and immune-suppressive tumor microenvironment. The T cell activity was markedly reduced in high-risk single-cell samples. The high-risk HCC patients had a better expectation of ICB response and reactivity to anti-PD-1 therapy. A total of 156 drugs were identified as potential signature-related drugs for HCC treatment, and most were sensitive to high-risk patients. Novel ligand-receptor pairs such as FASLG, CCL, CD40, IL2, and IFN-Ⅱ signaling pathways were revealed as cellular communication bridges, which may cause differences in TME and immune function. All crucial genes were differentially expressed between HCC and paired adjacent normal tissue. Model-constructed genes affected the phosphorylation of mTOR and AKT in both Huh7 and Hep3B cells. Knockdown of ZCRB1 impaired the proliferation, invasion, migration, and colony formation in HCC cell lines. Conclusion: We obtained a prognostic scoring system to forecast the TME changes and assist in choosing therapy strategies for HCC patients. In this study, we combined copper homeostasis and cuproptosis to show the overall potential risk of copper-related biological processes in HCC for the first time.
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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article