LMO2 confers value as a potential immunotherapy marker in pan-cancer analysis and inhibits progression of Clear Cell Renal Cell Carcinoma.
LMO2 confers value as a potential immunotherapy marker in pan-cancer analysis and inhibits progression of Clear Cell Renal Cell Carcinoma.
- Research Article
3
- 10.1007/s13277-015-4072-0
- Sep 18, 2015
- Tumor Biology
High-grade gliomas are considered the most malignant of brain tumors and have a poor prognosis. In a previous study, we showed that LIM domain only 2 (LMO2) regulates glioma stem cell properties and tumor angiogenesis and gave rise to highly invasive glioma xenografts. Glioma invasion in the surrounding parenchymal tissues is a major hurdle with respect to eliminating glioma by surgery. Invasive glioma cells are considered one of the main culprits for the recurrence of tumors after therapies. In the current study, we focused on determining the molecular mechanism(s) by which LMO2 regulates glioma cell migration and invasion. Forced expression of LMO2 in human U87MG glioma cells led to glioma invasion, as determined by in vivo xenograft assays and enhanced in vitro migration and invasion. LMO2 was associated with increased levels of cytosolic p27(Kip1) protein. LMO2 possibly induced the stabilization and augmented interactions between p27(Kip1) and RhoA. We knocked down the expression of p27(Kip1), which led to a decrease in LMO2-driven glioma cell migration and invasion. Taken together, our findings indicate that LMO2 promotes glioma cell migration and invasion by increasing the levels of cytosolic p27(Kip1).
- Research Article
196
- 10.1182/blood-2011-03-345272
- Aug 4, 2011
- Blood
Prediction of survival in diffuse large B-cell lymphoma based on the expression of 2 genes reflecting tumor and microenvironment
- Supplementary Content
23
- 10.3390/cancers15092500
- Apr 27, 2023
- Cancers
Simple SummaryOver the last decade there has been a significant increase in the number of therapies that activate the host’s immune system to target and eliminate renal cell carcinoma (RCC) tumors. The superior efficacy of these agents demonstrates that host control of RCC requires a robust and effective immune response. Given the increasing incorporation of immune activating agents into routine clinical practice for the management of RCC, it is important for researchers and clinicians to understand the characteristics of the immune microenvironment in RCC tumors. The purpose of this review is to describe the concepts of the anti-tumor immune response to RCC and to provide a detailed summary of the current understanding of the immune response to RCC tumor development and progression. Additionally, this article explores how components of the immune microenvironment are being used to predict response to therapy and patient survival.Scientific understanding of how the immune microenvironment interacts with renal cell carcinoma (RCC) has substantially increased over the last decade as a result of research investigations and applying immunotherapies, which modulate how the immune system targets and eliminates RCC tumor cells. Clinically, immune checkpoint inhibitor therapy (ICI) has revolutionized the treatment of advanced clear cell RCC because of improved outcomes compared to targeted molecular therapies. From an immunologic perspective, RCC is particularly interesting because tumors are known to be highly inflamed, but the mechanisms underlying the inflammation of the tumor immune microenvironment are atypical and not well described. While technological advances in gene sequencing and cellular imaging have enabled precise characterization of RCC immune cell phenotypes, multiple theories have been suggested regarding the functional significance of immune infiltration in RCC progression. The purpose of this review is to describe the general concepts of the anti-tumor immune response and to provide a detailed summary of the current understanding of the immune response to RCC tumor development and progression. This article describes immune cell phenotypes that have been reported in the RCC microenvironment and discusses the application of RCC immunophenotyping to predict response to ICI therapy and patient survival.
- Research Article
- 10.1158/1538-7445.am2019-4385
- Jul 1, 2019
- Cancer Research
Introduction: Cap-dependent mRNA translation is an essential for translation of key oncogenic proteins at optimal levels and is highly regulated by the rate limiting, initiation step in protein synthesis, thus this pathway could be exploited for therapeutic intervention in oncogene driven tumors. Eukaryotic Translation Initiation Factor 4 Gamma 1 (EIF4G1) serves as the critical scaffold for assembly of cap-dependent translation components in EIF4F complex formation. In the current study, we analyzed the role and expression of EIF4G1 in Pan human cancers panels through various approaches. Methods: Immunohistochemistry analysis of EIF4G1 protein was done on multi-organ Human Cancer tissue microarray (TMA) derived from patient’s samples from different cancers. Western blots for EIF4G1 protein was done for different cell lines in representing the different cancer type. Multiple clinical cohorts were used to analyze the EIF4G1 mRNA expression across human cancers. TCGA data analysis of EIF4G1 was done through Ualcan and c-bioportal web servers. Dependency score was calculated through Cancer Dependency Map. Results: We analyzed the EIF4G1 protein level by western blot in variety of human cancer cell lines found an elevated level of EIF4G1 protein in these cell lines. We found an increase in EIF4G1 protein levels in tissue sections from different cancer samples as compared to their respective normal tissue. EIF4G1 expression was also elevated across cancer cell lines from multiple organs. Our analysis of the TCGA data revealed the higher expression of EIF4G1 mRNA expression across human cancers. Comparison of EIF4G1 mRNA expression between tumor tissue vs normal tissue in TCGA datasets revealed higher expression of EIF4G1 in cancer tissues. We discovered that alteration frequency in EIF4G1 is prevailed across different human cancers in particular prostate cancer (~25%), ovarian cancer (~15%), Head & neck cancer (~13%) and cervical cancer (~12.5%) were most affected cancer. EIF4G1 Amplification and mRNA upregulation was evident across human cancer. We further analyzed the dependency of EIF4G1 in cancer cell survival based on depletion assay through DepMap and found that EIF4G1 is required for cancer cell survival. Higher EIF4G1 mRNA level was associated with lower survival of patients in Pan Cancer analysis. Conclusions: This is the first study highlighting a broad role for EIF4G1 across pan cancers suggesting that EIF4G1 may serve as a novel target for therapy in multiple malignancies. However further studies are required to develop these concepts and test usefulness of targeting EIF4G1 in caner utilizing preclinical model systems. Citation Format: Praveen Jaiswal, Sweaty Koul, Nallasivam Palanisamy, Hari K. Koul. Eukaryotic translation initiation factor 4 gamma 1 (EIF4G1): A target for cancer therapeutic intervention [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 4385.
- Research Article
7
- 10.1371/journal.pone.0273163
- Oct 4, 2022
- PLoS ONE
BackgroundThe mRNA expression of protein Up-Frameshift Suppressor 3 Homolog B (UPF3B) differ in different tumors. However, the clinical relevance of UPF3B in cancer patients, such as with prognosis, tumor stage, and levels of tumor-infiltrating immune cells remain unclear.MethodsWe performed bioinformatics analysis of UPF3B with The Cancer Genome Atlas (TCGA) database (https://xenabrowser.net) and TIMER2.0 (Tumor Immune Estimation Resource 2.0, http://timer.comp-genomics.org/). UPF3B expression in 33 cancers versus counterpart normal tissues was analyzed using TCGA pan-cancer data. The influence of UPF3B in long-term prognosis was evaluated using Kaplan–Meier method, and the associations between UPF3B transcription levels and immune-related gene expression, immune cell infiltration, tumor microenvironment (TME) score are analyzed by spearman correlation analysis. Enrichment analysis of UPF3B was conducted using the R package “clusterProfiler.”ResultsThe transcriptional level of UPF3B was dysregulated in the human pan-cancer dataset. A significant correlation was found between the expression of UPF3B and the pathological stage of Esophageal Carcinoma (ESCA), Kidney Chromophobe (KIHC), Liver Hepatocellular Carcinoma (LIHC), and Skin Cutaneous Melanoma (SKCM). Multiple cancer types with high transcriptional levels of UPF3B were associated with a significantly worse prognosis. The functions of expressed UPF3B gene are primarily related to ubiquitin mediated proteolysis, cell cycle, and mRNA surveillance pathway. Our results also show that immune cells infiltration and immunosuppressive markers such as CTLA-4, PD-1 and PD-L1 significantly correlate with UPF3B expression.ConclusionsIn the present study, we synthetically explored the expression status and prognostic significance of UPF3B, and the relationship with clinic characters and immune microenvironment across cancers. Our results may provide novel insights for UPF3B as an immunotherapeutic target and valuable prognostic biomarker in various malignant tumor.
- Research Article
14
- 10.3390/ijms23158489
- Jul 30, 2022
- International Journal of Molecular Sciences
The chromodomain helicase DNA binding domain 5 (CHD5) is required for neural development and plays an important role in the regulation of gene expression. Although CHD5 exerts a broad tumor suppressor effect in many tumor types, its specific functions regarding its expression levels, and impact on immune cell infiltration, proliferation and migration in glioma remain unclear. Here, we evaluated the role of CHD5 in tumor immunity in a pan-cancer multi-database using the R language. The Cancer Genome Atlas (TCGA), Genotype Tissue Expression (GTEx), and Cancer Cell Lines Encyclopedia (CCLE) datasets were utilized to determine the role of CHD5 in 33 types of cancers, including the expression level, prognosis, tumor progression, and immune microenvironment. Furthermore, we explored the effect of CHD5 on glioma proliferation and migration using the cell counting kit 8 (CCK-8) assay, transwell assays and western blot analysis. The findings from our pan-cancer analysis showed that CHD5 was differentially expressed in the tumor tissues as compared to the normal tissues. Survival analysis showed that CHD5 was generally associated with the prognosis of glioblastoma (GBM), low Grade Glioma (LGG) and neuroblastoma, where the low expression of CHD5 was associated with a worse prognosis in glioma patients. Then, we confirmed that the expression level of CHD5 was associated with tumor immune infiltration and tumor microenvironment, especially in glioma. Moreover, si-RNA mediated knockdown of CHD5 promoted the proliferation and migration of glioma cells in vitro. In conclusion, CHD5 was found to be differentially expressed in the pan-cancer analysis and might play an important role in antitumor immunity. CHD5 is expected to be a potential tumor prognostic marker, especially in glioma.
- Research Article
15
- 10.3389/fphar.2023.1118217
- Mar 2, 2023
- Frontiers in Pharmacology
Renal cell carcinoma (RCC) is a common urologic disease. Currently, surgery is the primary treatment for renal cancer; immunotherapy is not as effective a treatment strategy as expected. Hence, understanding the mechanism in the tumor immune microenvironment (TME) and exploring novel immunotherapeutic targets are considered important. Recent studies have demonstrated that autophagy could affect the immune environment of renal cell carcinoma and induce proliferation and apoptosis of cancer cells. By comparing lysosomal genes and regulating autophagy genes, we identified the LAPTM4B gene to be related to RCC autophagy. By analyzing the TCGA-KIRC cohort using bioinformatics, we found M2 macrophages associated with tumor metastasis to be significantly increased in the immune microenvironment of patients with high expression of LAPTM4B. GO/KEGG/GSEA/GSVA results showed significant differences in tumor autophagy- and metastasis-related pathways. Single-cell sequencing was used to compare the expression of LAPTM4B in different cell types and obtain the differences in lysosomal and autophagy pathway activities in different ccRCC cells. Subsequently, we confirmed the differential expression of LAPTM4B in renal cell carcinoma of different Fuhrman grades using western blotting. Downregulation of LAPTM4B expression significantly reduced the proliferation of renal cell carcinoma cells and promoted cell apoptosis through cell experiments. Overall, our study demonstrated that the autophagy-related gene LAPTM4B plays a critical role in the TME of RCC, and suggested that LAPTM4B is a potential therapeutic target for RCC immunotherapy.
- Research Article
- 10.1200/jco.2022.40.16_suppl.e15558
- Jun 1, 2022
- Journal of Clinical Oncology
e15558 Background: Colorectal carcinoma (CRC) is one of the most frequent and lethal cancers in the world. Important therapeutic progress of immune checkpoint inhibitors (ICIs) is limited to molecular niche of CRC with microsatellite-stable(MSS). The identification of genomic alterations in the DNA damage response (DDR) pathway have been recognized as pathogenic factors in hereditary cancer predisposition. Few studies showed the effects of ICIs on DDR pathway in patients with MSS CRC. Some reports suggested that DDR could reshape tumor immune microenvironment by regulating tissue repair and local immune response. Here we evaluated the molecular roles of DDR pathway and the immune microenvironment in efficacy of immunotherapy in MSS CRC. Methods: A total of 67 patients with MSS CRC were enrolled into the study. All samples were collected and detected by using NGS with a 1021 gene panel which containing 56 DDR genes (Supplementary table 1). Furthermore, comprehensive bioinformatics analysis were performed by the TCGA and MSK data. We defined pathway alteration as at least one gene in DDR pathway mutated. Results: In our results, three DDR pathway alteration showed poor prognosis (P = 0.0167) compared with DDR wild type in TCGA data (Figure 1A). The MSK data demonstrated that three DDR pathway alteration were associated with a better prognosis in MSS CRC patients through ICIs therapy (P = 0.0416, P = 0.00627, respectively, Figure 1B). The clinical data suggested the patient with DDR pathway alteration had longer OS (354.7 ± 134.0 days, PR) than the others with DDR wild type (247.1± 258.4 days, PD/SD) after PD-1-targeted therapies (P = 1.587e-08). Moreover, the patient with DDR pathway alteration showed significant longer PFS (312.3 ± 179.2 days, PR) compared with DDR wild type (163.3 ± 157.7 days, PD/SD) through immune therapies (P = 4.249e-10). Moreover, significant results of immune infiltrate deconvolution revealed resting memory CD4+ T cells were the most prevalent population between DDR pathway alteration and DDR wild type using CIBERSORT analysis (P = 0.0295, Figure 1C). The activated memory CD4+ T cells in DDR pathway alteration were lower than DDR wild type (P = 0.00858, Figure 1C-D) in patients with MSS CRC. The effects of DDR pathway alteration on immune microenvironment was also necessary for effective PD-1-targeted therapy in future study. Our results suggest that two or more DDR pathways and CD4 + T cells may serve as immunotherapy markers for advanced MSS colorectal cancer. Conclusions: Mutations in DDR pathway may serve as a biomarker for PD-1-targeted therapy through memory CD4+ T cells for MSS CRC patients, which warrants further studies.
- Research Article
1
- 10.1186/s12885-025-14782-w
- Sep 24, 2025
- BMC cancer
Cell division cycle 6 (CDC6) is a key licensing factor for DNA replication in the G1 and S phases. Besides initiating replication, CDC6 also helps establish and maintain the S-M checkpoint, ensuring genomic stability. Emerging evidence highlights its dysregulation in various cancers, implicating CDC6 in tumor progression and therapy resistance. However, a comprehensive pan-cancer analysis evaluating its diagnostic, prognostic and immunomodulatory potential remains lacking, underscoring the need for further investigation. By integrating multi-omics datasets from The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression Project (GTEx), cBioPortal, Human Protein Atlas (HPA), UALCAN and SangerBox, we employed systematic bioinformatics approaches to investigate the oncogenic role of CDC6 across multiple cancer types. Our analysis encompassed prognostic associations, mutational landscapes, tumor immune microenvironment (TIME) infiltration patterns and epigenetic regulation via DNA methylation, providing a pan-cancer perspective on CDC6’s potential role in tumorigenesis. In addition, CDC6’s role in melanoma cell proliferation, invasion and migration was experimentally assessed. Pan-cancer analysis demonstrated CDC6 as a consistently upregulated oncogene across multiple malignancies, exhibiting significantly elevated expression compared to normal tissues. Notably, CDC6 is closely associated with prognosis across various cancer types. Our investigation further revealed robust correlations between CDC6 expression and immune cell infiltration patterns. Epigenetic profiling identified significant associations between CDC6 expression and DNA methylation alterations in nine cancer types. Functional studies validated CDC6’s oncogenic role, where its overexpression significantly promoted cellular proliferation, migration and invasion in melanoma. Our study demonstrates that CDC6 serves as a crucial oncogenic driver across diverse tumor types, establishing its dual utility as a diagnostic biomarker and independent prognostic indicator. Importantly, we identified a significant correlation between elevated CDC6 expression and specific immune microenvironment alterations, suggesting its potential as a predictive biomarker for immunotherapy response. These findings demonstrate CDC6’s dual role in cancer development and immune regulation, warranting further investigation into its mechanisms and therapeutic potential.
- Research Article
6
- 10.3389/fgene.2024.1277541
- Jan 25, 2024
- Frontiers in Genetics
Background: Thyroid hormone receptor-associated protein 3 (THRAP3) is of great significance in DNA damage response, pre-mRNA processing, and nuclear export. However, the biological activities of THRAP3 in pan-cancer remain unexplored. We aimed to conduct a comprehensive analysis of THRAP3 and validate its expression levels in lung cancer.Methods: A pan-cancer analysis was conducted to study the correlation of THRAP3 expression with clinical outcome and the tumor microenvironment based on the available bioinformatics databases. The protein levels of THRAP3 were explored in lung cancer by immunohistochemistry (IHC) analysis. Single-cell sequencing (ScRNA-seq) analysis was employed to investigate the proportions of each cell type in lung adenocarcinoma (LUAD) and adjacent normal tissues, along with the expression levels of THRAP3 within each cell type.Results: THRAP3 is upregulated in multiple cancer types but exhibits low expression in lung squamous cell carcinoma (LUSC). immunohistochemistry results showed that THRAP3 is a lowly expression in LUAD and LUSC. THRAP3 elevation had a poor prognosis in kidney renal clear cell carcinoma and a prolonged survival time in kidney chromophobe, brain lower-grade glioma and skin cutaneous melanoma, as indicated by the KM curve. Single-cell analysis confirmed that the proportions of T/B cells, macrophages, and fibroblasts were significantly elevated in LUAD tissues, and THRAP3 is specifically overexpressed in mast cells.Conclusion: Our findings uncover that THRAP3 is a promising prognostic biomarker and immunotherapeutic target in multiple cancers, but in LUAD and LUSC, it may be a protective gene.
- Research Article
5
- 10.1007/s12010-023-04845-8
- Jan 4, 2024
- Applied biochemistry and biotechnology
Prolyl 3-hydroxylase 1 (P3H1) has been implicated in cancer development, but no pan-cancer analysis has been conducted on P3H1. In this study, for the first time, aspects associated with P3H1, such as the mRNA expression, any mutation, promoter methylation, and prognostic significance, the relationship between P3H1 and clinicopathological parameters, drug sensitivity, and immune cell infiltration were investigated by searching several databases including The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx), cBioPortal, and The Tumor Immune Evaluation Resource (TIMER2.0) using bioinformatics tools. The findings indicate significant differential expression of P3H1 in most tumors when compared to normal tissues, with a strong association with clinical prognosis. A pan-cancer Cox regression analysis revealed that high P3H1 expression is significantly associated with low overall survival in patients with brain lower grade glioma, kidney clear cell carcinoma, adrenocortical cancer, liver hepatocellular carcinoma, mesothelioma, sarcoma, uveal melanoma, bladder urothelial carcinoma, kidney papillary cell carcinoma, kidney chromophobe, thymoma, and thyroid carcinoma. A negative correlation was observed between P3H1 DNA methylation and its expression. P3H1 is significantly associated with infiltrating cells, immune-related genes, tumor mutation burden, microsatellite instability, and mismatch repair. Finally, A significant correlation was found between P3H1 expression and sensitivity to nine drugs. Thus, enhanced P3H1 expression is associated with poor prognosis in a variety of tumors, which may be due to its role in tumor immune regulation and tumor microenvironment. This pan-cancer analysis provides insight into the function of P3H1 in tumorigenesis of different cancers and provides a theoretical basis for further in-depth studies to follow.
- Components
- 10.3389/fonc.2021.773063.s001
- Dec 14, 2021
- Figshare
Background: Tumor microenvironment (TME) play important role in renal cell carcinoma (RCC) progression. Cancer-associated fibroblasts (CAFs) regarded as the major part of TME participate in various tumor-promoting molecular events. Whereas, CAFs-mediated tumor progression and potential mechanism are largely unknown in RCC patients. Previously, we confirmed that CD248 is a promising biomarker of CAFs, which may provide insights to explore CAFs-based tumor-promoting effects. Methods: Expression profiling and clinical data of RCC patients were obtained from The Cancer Genome Atlas (TCGA) database. MCP-counter algorithm and Kaplan-Meier survival analysis were performed to explore the prognostic value of CAFs and CD248, respectively. Pearson correlation coefficient test and Student’s t-test were employed to evaluate the relationship between immunosuppressive TME and CD248 or CAFs. Immunochemical and immunofluorescence staining was performed to confirm the expression of CD248 within CAFs. CD248-specific siRNA was adopted to investigate its potential function in CAFs tumor promotion. Differentially expressed genes (DEGs), weighted gene co-expression network analysis (WGCNA), and enrichment analysis were conducted to clarify the function of CD248+ CAFs in RCC progression and its potential regulatory mechanism. Results: CD248 over-expression and CAFs infiltration could predict poor RCC prognosis, which might involve with immunosuppressive TME. CD248 could serve as a promising CAFs biomarker, and involve with tumor-promoting effect of CAFs. CD248+ CAFs infiltration might contribute to RCC progression and immunosuppressive TME through cell-extracellular matrix (ECM) interaction and metabolism regulation. Conclusion: CD248+ CAFs participated in the regulation of RCC progression and immunosuppressive TME, which might be a novel prognostic and therapeutic target for RCC.
- Abstract
- 10.3978/j.issn.2223-4683.2014.s130
- Sep 1, 2014
- Translational Andrology and Urology
Males have a higher incidence of renal cell carcinoma (RCC) than females, but the reason for this gender difference is unknown. Addressing this question, we report the discovery of an androgen receptor (AR)-induced HIF2α/VEGF signal that drives RCC progression. AR attenuation or augmentation in RCC cells altered their proliferation, migration, and invasion in multiple models in vitro and in vivo. Mechanistic investigations revealed that AR targeting inhibited RCC cell migration and invasion by modulating HIF2α/VEGF signals at the level of mRNA and protein expression. Interrupting HIF2α/VEGF signals with inhibitors of either HIF2α or VEGF was sufficient to suppress RCC progression. Similarly, the specific AR degradation enhancer ASC-J9 was sufficient to suppress AR-induced HIF2α/VEGF signaling and RCC progression in multiple models in vitro and in vivo. Taken together, our results revealed a novel role for AR in RCC initiation and progression with implications for novel therapeutic strategies.
- Preprint Article
- 10.1158/0008-5472.c.6506036.v1
- Mar 30, 2023
<div>Abstract<p>Males have a higher incidence of renal cell carcinoma (RCC) than females, but the reason for this gender difference is unknown. Addressing this question, we report the discovery of an androgen receptor (AR)–induced HIF2α/VEGF signal that drives RCC progression. AR attenuation or augmentation in RCC cells altered their proliferation, migration, and invasion in multiple models <i>in vitro</i> and <i>in vivo</i>. Mechanistic investigations revealed that AR targeting inhibited RCC cell migration and invasion by modulating HIF2α/VEGF signals at the level of mRNA and protein expression. Interrupting HIF2α/VEGF signals with inhibitors of either HIF2α or VEGF was sufficient to suppress RCC progression. Similarly, the specific AR degradation enhancer ASC-J9 was sufficient to suppress AR-induced HIF2α/VEGF signaling and RCC progression in multiple models <i>in vitro</i> and <i>in vivo</i>. Taken together, our results revealed a novel role for AR in RCC initiation and progression with implications for novel therapeutic strategies. <i>Cancer Res; 74(16); 4420–30. ©2014 AACR</i>.</p></div>
- Research Article
89
- 10.1158/0008-5472.can-13-2681
- Aug 13, 2014
- Cancer Research
Males have a higher incidence of renal cell carcinoma (RCC) than females, but the reason for this gender difference is unknown. Addressing this question, we report the discovery of an androgen receptor (AR)-induced HIF2α/VEGF signal that drives RCC progression. AR attenuation or augmentation in RCC cells altered their proliferation, migration, and invasion in multiple models in vitro and in vivo. Mechanistic investigations revealed that AR targeting inhibited RCC cell migration and invasion by modulating HIF2α/VEGF signals at the level of mRNA and protein expression. Interrupting HIF2α/VEGF signals with inhibitors of either HIF2α or VEGF was sufficient to suppress RCC progression. Similarly, the specific AR degradation enhancer ASC-J9 was sufficient to suppress AR-induced HIF2α/VEGF signaling and RCC progression in multiple models in vitro and in vivo. Taken together, our results revealed a novel role for AR in RCC initiation and progression with implications for novel therapeutic strategies.