ABSTRACT
CCT3 played a key role in many cancers. This study aimed to further explore the characteristics of CCT3 from a pan-cancer perspective and reveal the driving forces for CCT3. By bioinformatic analysis, we found that the mRNA and protein levels of CCT3 were abnormally elevated in most tumor types and were correlated with poor prognosis. Single-cell sequencing data indicated an abnormal increase of CCT3 expression in both malignant cells and multiple immune cells. In the tumor microenvironment, CCT3 expression was negatively relevant with immune cell infiltration and immune checkpoint genes expression. In colon cancer, knockdown of CCT3 inhibited cell proliferation. Gene set enrichment analysis showed that CCT3 may be oncogenic by regulating amino acid metabolism. Furthermore, we predicted sensitive drugs for CCT3 by virtual screening and sensitivity analysis. Many driver genes such as TP53 and KRAS were essential for CCT3 overexpression. Epigenetic factors, enhancers in particular, were also critical for CCT3 expression. Additionally, we constructed the lncRNA/circRNA-miRNA-CCT3 regulatory network. Collectively, CCT3 had the potential to be a diagnostic and prognostic biomarker for multiple tumor types. CCT3 expression was relevant with an immunosuppressive tumor microenvironment. CCT3 could be a new molecular target for colon cancer. Both genetic and epigenetic factors were responsible for CCT3 expression in tumors.
ABSTRACT
In recent years, the role of TNFR2 has attracted much attention for its promotion role in several types of tumors. However, in ESCC, the clinical relevance of TNFR2 is still unknown. In this study, we detected TNFR2 expression in ESCC tissues using immunohistochemistry. The χ2 test showed that TNFR2 was positively correlated with invasion depth, advanced clinical stage, and low differentiation; survival analysis showed that TNFR2 was positively correlated with poor OS; univariate Cox regression analysis showed that clinical stage, lymph node involvement, and invasion depth were all correlated with OS; and multivariate Cox regression analysis showed that lymph node involvement and invasion depth were independent prognostic factors. In male cases, TNFR2 was positively correlated with invasion depth, advanced clinical stage, low differentiation, and poor OS; univariate Cox regression analysis showed that clinical stage, lymph node involvement, and invasion depth were all associated with OS; and multivariate Cox regression analysis showed that lymph node involvement was an independent prognostic factor. In female cases, TNFR2 was positively correlated with invasion depth, advanced clinical stage, and poor OS; univariate Cox regression analysis showed that only lymph node involvement was associated with OS. All the results confirmed that TNFR2 in ESCC tissues was positively correlated with progression and poor prognosis of ESCC patients. Lymph node involvement and invasion depth can be treated as independent prognostic factors.
