Cholangiocarcinoma (CCA) is a lethal malignancy in the hepatobiliary system, with dysregulated protein expression and phosphorylation signaling. However, the protein and phosphorylation signatures of CCAs are little-known. Here, we performed the proteomic and phosphoproteomic profiling of tumors and normal adjacent tissues (NATs) from patients with CCA and predicted eleven PKs high-potentially related to CCA with a comprehensive inference of the functional protein kinases (PKs) (CifPK) pipeline. Besides the two known CCA-associated PKs, we screened the remaining candidates and uncovered five PKs as novel regulators in CCA. Specifically, the protein kinase D (PKD) family members, including PRKD1, PRKD2, and PRKD3, were identified as critical regulators in CCA. Moreover, the pan-inhibitor of the PKD family, 1-naphthyl PP1 (1-NA-PP1), was validated as a potent agent for inhibiting the proliferation, migration, and invasion ability of CCA cells. This study reveals new PKs associated with CCA and suggests PRKD kinases as novel treatment targets for CCA.
Background: Despite advancements in hepatocellular carcinoma (HCC) treatments, the prognosis for patients remains suboptimal. Cumulative evidence suggests that programmed cell death (PCD) exerts crucial functions in HCC. PCD-related genes are potential predictors for prognosis and therapeutic responses.Methods: A systematic analysis of 14 PCD modes was conducted to determine the correlation between PCD and HCC. A novel machine learning-based integrative framework was utilized to construct the PCD Index (PCDI) for prognosis and therapeutic response prediction. A comprehensive analysis of PCDI genes was performed, leveraging data including single-cell sequencing and proteomics. GBA was selected, and its functions were investigated in HCC cell lines by in vitro experiments.Results: Two PCD clusters with different clinical and biological characteristics were identified in HCC. With the computational framework, the PCDI was constructed, demonstrating superior prognostic predictive efficacy and surpassing previously published prognostic models. An efficient clinical nomogram based on PCDI and clinicopathological factors was then developed. PCDI was intimately associated with immunological attributes, and PCDI could efficaciously predict immunotherapy response. Additionally, the PCDI could predict the chemotherapy sensitivity of HCC patients. A multilevel panorama of PCDI genes confirmed its stability and credibility. Finally, the knockdown of GBA could suppress both the proliferative and invasive capacities of HCC cells.Conclusion: This study systematically elucidated the association between PCD and HCC. A robust PCDI was constructed for prognosis and therapy response prediction, which would facilitate clinical management and personalized therapy for HCC.
2 September 2024 in International Journal of Oncology
SUMOylation plays a crucial role in numerous cellular biological and pathophysiological processes associated with human disease; however, the mechanisms regulating the genes involved in SUMOylation remain unclear. In the present study, E2F transcription factor 4 (E2F4) was identified as an E2F member related to hepatocellular carcinoma (HCC) progression by public database analysis. It was found that E2F4 promoted the proliferation and invasiveness of HCC cells via SUMOylation using Soft agar and Transwell migration assays. Mechanistically, it was demonstrated that E2F4 upregulated the transcript and protein expression levels of baculoviral IAP repeat containing 5, cell division cycle associated 8 and DNA topoisomerase II α using western blotting. Furthermore, the interaction between E2F4 with lin‑9 DREAM multi‑vulva class B core complex component (LIN9) was explored by co‑immunoprecipitation, immunofluorescence co‑localization and bimolecular fluorescence complementation assays. Moreover, it was demonstrated that E2F4 promoted the progression of HCC cells via LIN9. Rescue experiments revealed that LIN9 facilitated the SUMOylation and proliferation of HCC cells, which was prevented by knocking down E2F4 expression. In conclusion, the findings of the present study indicated that E2F4 plays a major role in the proliferation of HCC cells and may be a potential therapeutic target in the future.
Bone metastasis considerably undermines the prognosis of advanced primary liver cancer patients. Though its impact is well-recognized, the clinical field still lacks robust predictive models that can accurately forecast patient outcomes and aid in treatment effectiveness evaluation. Addressing this gap is paramount for improving patient management and survival. We conducted an extensive analysis using data from the SEER database (2010–2020). COX regression analysis was applied to identify prognostic factors for primary liver cancer with bone metastasis (PLCBM). Nomograms were developed and validated to predict survival outcomes in PLCBM patients. Additionally, propensity score matching and Kaplan-Meier survival analyses lent additional insight by dissecting the survival advantage conferred by various treatment strategies. A total of 470 patients with PLCBM were included in our study. The median overall survival (OS) and cancer-specific survival (CSS) for these patients were both 5 months. We unveiled several independent prognosticators for OS and CSS, spanning demographic to therapeutic parameters like marital status, cancer grade, histological type, and treatments received. This discovery enabled the formulation of two novel nomograms—now verified to eclipse the predictive prowess of the traditional TNM staging system regarding discrimination and clinical utility. Additionally, propensity score matching analysis showed the effectiveness of surgeries, radiotherapy, and chemotherapy in improving OS and CSS outcomes for PLCBM patients. Our investigation stands out by introducing pioneering nomograms for prognostic evaluation in PLCBM, a leap forward compared to existing tools. Far exceeding mere academic exercise, these nomograms hold immense clinical value, serving as a foundation for nuanced risk stratification systems and delivering dynamic, interactive guides, allowing healthcare professionals and patients to assess individual bone metastasis survival probabilities and personalize treatment selection.
Objective Hepatocellular carcinoma (HCC) is an extremely deadly cancer with few effective therapeutic options available. Ceramide synthases (CERS), a family of enzymes that regulate sphingolipid metabolism, have been suggested to play a role in cancer initiation and progression. Whereas the specific functions of CERS in HCC pathogenesis have not yet been fully elucidated. Methods The TCGA and ICGC databases were employed to analyze the expression levels and clinical relevance of CERS genes in HCC. Functional enrichment analyses were performed to identify pathways and functions associated with CERS5. The correlation between CERS5 and the tumor immune microenvironment was investigated. The mutation landscape and immunotherapy efficacy were evaluated. Functional experiments in vitro were conducted to assess CERS5’s impact on HCC cell proliferation and invasion. Results Aberrant expression of the CERS family was detected not only in HCC but also in other cancers, and has been linked to both overall survival and disease-free survival. Among the CERS family members, CERS5 was identified as the only prognosis-related gene, with up-regulated in HCC validated in the ICGC database and clinical tissue samples. Higher expression levels of CERS5 were associated with a poorer prognosis as well as an advanced pathologic stage and grade, as confirmed by the TCGA and ICGC databases. Besides, a prognostic nomogram combining pathologic stage, tumor status, and the expression of CERS5 was established and further validated, which suggested a favorable value for prognosis prediction. Functional enrichment analyses showed that the overexpression of CERS5 resulted in enriched pathways associated with carcinogenesis, drug metabolism, the PI3K/AKT/mTOR signaling pathway, and cancer immune-related pathways. In addition, the overexpression of CERS5 correlated positively with the expression of genes associated with immunogenic cell death modulators and immune checkpoints, levels of immune cell infiltration, and immunotherapy response, which was featured in an immunologically “hot” environment in the tumor microenvironment. Finally, the functional experiments showed that CERS5 knockdown has been shown to inhibit the growth and invasion of hepatocellular carcinoma, potentially through targeting the PI3K/AKT/mTOR signaling pathway. Conclusions Based on our findings, CERS5 appears to have great potential as both a precise prognostic biomarker and a novel therapeutic target in HCC.