scholarly journals System Analysis of ROS-Related Genes in the Prognosis, Immune Infiltration, and Drug Sensitivity in Hepatocellular Carcinoma

2021 ◽  
Vol 2021 ◽  
pp. 1-30
Author(s):  
Jun Hui Xu ◽  
Yong Jun Guan ◽  
Zhen Dong Qiu ◽  
Xin Zhang ◽  
Liu Liu Zi ◽  
...  

Hepatocellular carcinoma (HCC) is an aggressive malignant tumor with a poor prognosis. Reactive oxygen species (ROS) play an important role in tumors; however, the role of ROS-related genes is still unclear in HCC. Therefore, we analyzed the role of ROS-related genes in HCC via bioinformatics methods. Firstly, a prognosis model was constructed using LASSO Cox regression and multivariate analyses. We also investigated the potential function of the ROS-related genes and the correlation with immune infiltration, tumor stemness, and drug sensitivity. ICGC database was used for validation. Secondly, we further analyzed the role of 11 ROS-related genes in HCC. As a member of ROS gene family, the role of STK25 has remained unclear in HCC. We explored the biological function of STK25 using in vitro experiments. The present study was the first to construct a ROS-related prognostic model in HCC. The correlation of ROS-related genes with immune infiltration, tumor stemness, and drug sensitivity was dissected. Furthermore, we demonstrated that STK25 knockdown could increase the proliferation, migration, and invasion capacity of HCC cells.

2021 ◽  
Author(s):  
Can Chen ◽  
Yi Zong ◽  
Jiaojiao Tang ◽  
Ruisheng Ke ◽  
Lizhi Lv ◽  
...  

Background: The aim of this study was to investigate the role of miR-369-3p in hepatocellular carcinoma (HCC). Materials & methods: The expression levels of miR-369-3p were detected using the quantitative real-time reverse transcription-PCR analysis. The cell counting kit-8 and transwell assays were used to explore the effects of miR-369-3p on cell proliferation, migration and invasion of HCC cells. Results: The miR-369-3p expression was downregulated in HCC tissues and cell lines, in comparison to the normal controls, respectively. In vitro, overexpression of miR-369-3p in Hep 3B and Huh7 cells inhibited cell proliferation, migration and invasion. SOX4 was a direct target of miR-369-3p. Conclusion: Our results suggested that miR-369-3p may be a tumor suppressor in HCC by targeting SOX4.


2020 ◽  
Vol 2020 ◽  
pp. 1-12
Author(s):  
Qingmin Chen ◽  
Ludong Tan ◽  
Zhe Jin ◽  
Yahui Liu ◽  
Ze Zhang

Cellular retinoic acid-binding protein 2 (CRABP2) binds retinoic acid (RA) in the cytoplasm and transports it into the nucleus, allowing for the regulation of specific downstream signal pathway. Abnormal expression of CRABP2 has been detected in the development of several tumors. However, the role of CRABP2 in hepatocellular carcinoma (HCC) has never been revealed. The current study aimed to investigate the role of CRABP2 in HCC and illuminate the potential molecular mechanisms. The expression of CRABP2 in HCC tissues and cell lines was detected by western blotting and immunohistochemistry assays. Our results demonstrated that the expression levels of CRABP2 in HCC tissues were elevated with the tumor stage development, and it was also elevated in HCC cell lines. To evaluate the function of CRABP2, shRNA-knockdown strategy was used in HCC cells. Cell proliferation, metastasis, and apoptosis were analyzed by CCK-8, EdU staining, transwell, and flow cytometry assays, respectively. Based on our results, knockdown of CRABP2 by shRNA resulted in the inhibition of tumor proliferation, migration, and invasion in vitro, followed by increased tumor apoptosis-related protein expression and decreased ERK/VEGF pathway-related proteins expression. CRABP2 silencing in HCC cells also resulted in the failure to develop tumors in vivo. These results provide important insights into the role of CRABP2 in the development and development of HCC. Based on our findings, CRABP2 may be used as a novel diagnostic biomarker, and regulation of CRABP2 in HCC may provide a potential molecular target for the therapy of HCC.


2017 ◽  
Vol 44 (1) ◽  
pp. 99-109 ◽  
Author(s):  
Fang Yang ◽  
Lizhi Lv ◽  
Kun Zhang ◽  
Qiucheng Cai ◽  
Jianyong Liu ◽  
...  

Background/Aims: Increasing evidence has indicated that Forkhead box protein C2 (FOXC2) plays an important role in carcinogenesis. However, the expression and the role of FOXC2 in hepatocellular carcinoma (HCC) have not been extensively studied. Methods: FOXC2 expression was analyzed by quantitative real-time polymerase chain reaction, Western blot analysis and immunohistochemistry in HCC tissue and cells. The relationship between FOXC2 expression and patient clinical significance and survival were assessed by Pearson’s correlation and Kaplan-Meier analysis, respectively. Cell proliferation assays, colony formation assays, flow cytometric analysis and Transwell assays were employed to measure the effects of FOXC2 on HCC cells in vitro. Results: The expression of FOXC2 was increased in HCC tissue, and high FOXC2 expression was associated with worse patient survival. Knockdown of FOXC2 inhibited HCC cell growth, migration, and invasion in vitro, as well as tumor growth. Furthermore, we found that activation of AKT-mediated MMP-2 and MMP-9 was involved in FOXC2 promoting an aggressive phenotype. Conclusions: Taken together, these findings demonstrate that FOXC2 is upregulated in HCC tissue and is associated with tumor size, vascular invasion and advanced TNM stage. Further investigation suggested that FOXC2 may play a vital role in promoting proliferation and invasion in HCC and serves as a novel therapeutic target in HCC.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Xiaopeng Cai ◽  
Jiaming Zhou ◽  
Jingwen Deng ◽  
Zhi Chen

Abstract Background Epigenetic alterations contribute greatly to metastasis and dissemination in hepatocellular carcinoma (HCC). SMARCC1, as a SWI/SNF chromatin remodeling factor, has been reported to play important roles in many cancers. For the first time, with the bioinformatics analysis and wet-bench experiments, we explored the biological significance of SMARCC1 and its potential as putative therapeutic target in HCC. Methods The mRNA expression profiles and prognostic value of SMARCC1 were analyzed in the Oncomine, UALCAN and Kaplan–Meier Plotter databases. The expression of SMARCC1 and associated clinicopathological factors were further evaluated using a tissue microarray. Differentially expressed genes associated with SMARCC1 in HCC were obtained and analyzed via the LinkedOmics and GEPIA databases and Cytoscape software. To verify the important role of SMARCC1 in HCC, we knocked down and overexpressed SMARCC1 in different hepatic cell lines and conducted several functional experiments. Then, we evaluated the mutation profiles and transcriptional regulators of SMARCC1 using the cBioPortal, COSMIC, CistromeDB and TCGA databases. Finally, we addressed the relationship of SMARCC1 expression with immune cell infiltration via TIMER database analysis. Results Through data mining and tissue microarray verification, we found that the protein and mRNA levels of SMARCC1 are high in tumor tissues, which has remarkable diagnostic value in HCC patients. SMARCC1 and its hub genes showed prognostic value in HCC. Furthermore, we confirmed that SMARCC1 influenced the proliferation, migration, and invasion of HCC cells. Moreover, correlation analyses revealed that SMARCC1 expression was positively correlated with ZBTB40 transcription factors and negatively correlated with the DNA methylation level. Overall, we found that SMARCC1 affects immune infiltration and plays a tumor-promoting role in HCC. Conclusions SMARCC1 is overexpressed and is a putative prognostic predictor in HCC. Due to the tumor-promoting role of SMARCC1, treatments inhibiting DNA methyltransferases and transcription factors or weakening the role of SMARCC1 in immune infiltration might improve the survival of HCC patients.


2020 ◽  
Author(s):  
Min-Cheng Yu ◽  
Guang-Yu Ding ◽  
Pei-Yao Fu ◽  
Peng Ma ◽  
Xiao-Dong Zhu ◽  
...  

Abstract Background: Circular RNAs (circRNAs) are a class of regulatory RNAs with complex roles in healthy and diseased tissues. However, the oncogenic role of circRNAs in hepatocellular carcinoma (HCC) remains poorly understood, including the mechanisms by which the circRNA UBAP2 contributes to tumorigenesis. Methods: We analyzed the expression of circUBAP2 in 20 paired samples of HCC and healthy tissue as well as in seven HCC cell lines via quantitative real-time polymerase chain reaction (qRT-PCR). Functional experiments, such as CCK8 viability assays, colony formation assays, wound healing, transwell assays, and flow cytometry, were conducted to assess the effects of circUBAP2 in vitro. To further elucidate the mechanisms by which circUBAP2 acts, we conducted dual-luciferase assays, western blots, RNA pull-down assays, and rescue experiments. Results: circUBAP2 was highly upregulated in most HCC tissues and was associated with poor prognosis. HCC patients with high circUBAP2 expression had greater vascular invasion and worse differentiation. Functionally, circUBAP2 overexpression enhanced HCC cell proliferation, migration, and invasion and inhibited apoptosis. Furthermore, we found that circUBAP2 upregulated c-Myc expression by sponging miR-1294, thus contributing to hepatocarcinogenesis. Inhibiting circUBAP2 expression in HCC attenuated the oncogenic effects of c-Myc. Conclusions: These findings suggest that circUBAP2 promotes HCC growth and metastasis. circUBAP2 may have value as an independent prognostic biomarker or as a new target for the treatment of HCC.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Yunfeng Xu ◽  
Ze Zhang ◽  
Da Xu ◽  
Xin Yang ◽  
Lina Zhou ◽  
...  

Abstract Background Cumulating evidence reveals the key role of aberrant lipogenesis and immunogenomic features in hepatocellular carcinoma (HCC). However, there are still obstacles in our understanding of the complicated interaction between metabolic reprogramming and tumor immune microenvironment. Methods We compared metabolomic, transcriptomic and immunogenomic characteristics of portal vein tumor thrombosis (PVTT) and primary tumor to seek valuable markers. Human HCC samples with PVTT (n  =  28) was analyzed through ultra-high-performance liquid chromatography-mass spectrometry (UHPLC-MS). Transcript levels of mRNA in two cohorts from published database GEO (n  =  60) and TCGA (n  =  411) were downloaded to explore differentially expressed genes and functional enriched gene set. Evaluation of immune infiltration was estimated and validated from transcriptomic data in both cohorts through six immune deconvolution algorithms and in a high-resolution mode (CIBERSORTx). Survival analysis (Kaplan–Meier and multivariable Cox regression model) was performed to examine prognostic value of ACLY, related immune checkpoints and immune infiltration levels from TCGA cohort. LASSO regression was further conducted to determine a gene panel to further predict survival outcomes associated with ACLY. Results We identified a novel signature, ATP citrate lyase, through transcriptomic and metabolomic approaches. We demonstrated that the metabolism adaptations in both fatty acid and cholesterol biosynthesis triggered by ACLY oncogenic activation. We illustrated the crucial function of ACLY in lipogenesis and its potential interaction with immune microenvironment. CD276, a promising target in immune checkpoint blockade, showed correlation to ACLY and differential expression in ACLY risk classification. Combination of ACLY, CD276 and immune infiltration level and a novel ACLY-associated panel from a predictive model retrieved from published database validated the prognostic value to risk stratification in patients with HCC.ACLY blockade to counteract metabolic activation and immunosuppressive status of the tumor microenvironment highlighted attractive prospect for translational application. Conclusions We investigated ACLY and its indispensable role in metabolism, immune function and a prognostic gene panel in HCC. We anticipate that the multifaced role of ACLY may reveal the potential value for mechanistic research and combinational therapy, suggesting that the combination blockade of ACLY and immune checkpoints may work as a promising strategy.


2021 ◽  
Vol 53 (11) ◽  
pp. 759-766
Author(s):  
Chunhong Zhang ◽  
Qi Zhang ◽  
Honghai Li ◽  
Yan Wu

AbstractHepatocellular carcinoma (HCC) remains one of the most prevalent human malignancies with high mortality. Increasing studies have revealed microRNAs (miRNAs) play crucial roles in the tumorigenesis and progression of cancers. The current study investigated the expression levels of miR-1229-3p and its potential role in HCC. This study enrolled 121 HCC patients. The expression of miR-1229-3p was measured using RT-qPCR in HCC tissue samples and cell lines. The association of miR-1229-3p expression with clinical parameters and patients’ prognosis was analyzed by χ2 test, Kaplan–Meier, and multivariate Cox regression analyses, respectively. The functions of miR-1229-3p in HCC cells were explored by CCK-8 assay, Transwell migration, and invasion assays. miR-1229-3p was upregulated in HCC tissue samples and cell lines. The upregulation of miR-1229-3p was related to positive lymph node metastasis and advanced TNM stages and predicted with patients’ poor prognosis. Overexpression of miR-1229-3p facilitated cell viability and metastasis of HCC cells while knockdown of miR-1229-3p suppressed cell viability and metastasis of HCC cells in vitro. miR-1229-3p may function as an oncogenic role in HCC via promoting cell viability and metastasis. Moreover, miR-1229-3p may be a predictive marker for tumor development and prognosis of HCC patients.


2021 ◽  
Author(s):  
Wenjie Huang ◽  
Sufen Li ◽  
Xianhua Chen ◽  
Lin Sun ◽  
Gangxi Pan ◽  
...  

Abstract BackgroundIncreasing evidence suggests that miR-1915-3p plays vital regulatory roles in metastasis and progression of several types of cancer. However, the roles and underlying mechanism of miR-1915-3p in hepatocellular carcinoma (HCC) remains largely unclear. MethodsWe carried out a bioinformatic meta-analysis to investigate a possible role of miR-1915-3p as prognostic biomarkers. In vitro cellular models of HCC were used for functional studies exploring the role of miR-1915-3p in HCC development and progression. Finally, in vivo studies were performed to demonstrate that miR-1915-3p is a viable therapeutic target.ResultsThis study showed that miR-1915-3p was significantly increased in HCC tissue samples and cell lines, and high miR-1915-3p expression was associated with a poor overall survival (OS) and disease-free survival (DFS) time of HCC patients. Overexpression or ablation of miR-1915-3p expression resulted in accelerated or inhibited cell proliferation, migration, and invasion respectively in HCC cells. In addition, miR-1915-3p induced downregulation of proapoptotic factors, including caspase3, caspase8, BAD, Bcl2L11, and P53. It also induced upregulation of antiapoptotic Bcl-2, protecting HCC cells from apoptosis. A biological analysis indicated that miR-1915-3p could be directly targeted to Bcl2L11 to regulate the proliferation, invasion, and migration of HCC cells. Furthermore, in vivo studies confirmed that treatment with miR-1915-3p retarded the growth of tumor in nude mice. Conclusionour study provided the evidence for the regulatory role of miR-1915-3p in HCC, which was causally linked to targeting of Bcl2L11. Medications that abrogate excessively expressed miR-1915-3p may offer novel targets for the management of HCC.


2020 ◽  
Author(s):  
Wenjie Huang ◽  
Sufen Li ◽  
Xianhua Chen ◽  
Lin Sun ◽  
Gangxi Pan ◽  
...  

Abstract Background: Increasing evidence suggests that miR-1915-3p plays vital regulatory roles in metastasis and progression of several types of cancer. However, the roles and underlying mechanism of miR-1915-3p in hepatocellular carcinoma (HCC) remains largely unclear. Methods: We carried out a bioinformatic meta-analysis to investigate a possible role of miR-1915-3p as prognostic biomarkers. In vitro cellular models of HCC were used for functional studies exploring the role of miR-1915-3p in HCC development and progression. Finally, in vivo studies were performed to demonstrate that miR-1915-3p is a viable therapeutic target.Results: This study showed that miR-1915-3p was significantly increased in HCC tissue samples and cell lines, and high miR-1915-3p expression was associated with a poor overall survival (OS) and disease-free survival (DFS) time of HCC patients. Overexpression or ablation of miR-1915-3p expression resulted in accelerated or inhibited cell proliferation, migration, and invasion respectively in HCC cells. In addition, miR-1915-3p induced downregulation of proapoptotic factors, including caspase3, caspase8, BAD, Bcl2L11, and P53. It also induced upregulation of antiapoptotic Bcl-2, protecting HCC cells from apoptosis. A biological analysis indicated that miR-1915-3p could be directly targeted to Bcl2L11 to regulate the proliferation, invasion, and migration of HCC cells. Furthermore, in vivo studies confirmed that treatment with miR-1915-3p retarded the growth of tumor in nude mice. Conclusion: our study provided the evidence for the regulatory role of miR-1915-3p in HCC, which was causally linked to targeting of Bcl2L11. Medications that abrogate excessively expressed miR-1915-3p may offer novel targets for the management of HCC.


2021 ◽  
Author(s):  
Yunfeng Xu ◽  
Ze Zhang ◽  
Da Xu ◽  
Li-Na Zhou ◽  
Ying Zhu

Abstract BackgroundCumulating evidence reveals the key role of aberrant lipogenesis and immunogenomic features in hepatocellular carcinoma (HCC). However, there are still obstacles in our understanding of the complicated interaction between metabolic reprogramming and tumor immune microenvironment.MethodsWe compared metabolomic, transcriptomic and immunogenomic characteristics of portal vein tumor thrombosis (PVTT) and primary tumor to seek valuable markers. Human HCC samples with PVTT (n = 28) was analyzed through ultra-high-performance liquid chromatography-mass spectrometry (UHPLC-MS). Transcript levels of mRNA in two cohorts from published database GEO (n = 60) and TCGA (n = 411) were downloaded to explore differentially expressed genes and functional enriched gene set. Evaluation of immune infiltration was estimated and validated from transcriptomic data in both cohorts through six immune deconvolution algorithms (TIMER, CIBERSORT, quanTIseq, xCell, MCP-counter, EPIC) and in a high-resolution mode (CIBERSORTx). Survival analysis (Kaplan-Meier and multivariable Cox regression model) was performed to examine prognostic value of ACLY, related immune checkpoints and immune infiltration levels from TCGA cohort. LASSO regression was further conducted to determine a gene panel to further predict survival outcomes associated with ACLY.ResultsWe identified a novel signature, ATP citrate lyase, through transcriptomic and metabolomic approaches. We demonstrated that the metabolism adaptations in both fatty acid and cholesterol biosynthesis triggered by ACLY oncogenic activation. We illustrated the crucial function of ACLY in lipogenesis and its potential interaction with immune microenvironment. CD276, a promising target in immune checkpoint blockade, showed correlation to ACLY and differential expression in ACLY risk classification. Combination of ACLY, CD276 and immune infiltration level and a novel ACLY-associated panel from a predictive model retrieved from published database validated the prognostic value to risk stratification in patients with HCC. According to the survival outcome and correlation analysis, ACLY blockade to counteract metabolic activation and immunosuppressive status of the tumor microenvironment highlighted attractive prospect for translational application.ConclusionsWe investigated ACLY and its indispensable role in metabolism, immune function and a prognostic gene panel in HCC. We anticipate that the multifaced role of ACLY may reveal the potential value for mechanistic research and combinational therapy, suggesting that the combination blockade of ACLY and immune checkpoints may work as a promising strategy.


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