High GTSE1 expression promotes cell proliferation, metastasis and cisplatin resistance in ccRCC and is associated with immune infiltrates and poor prognosis

Background: Clear cell renal cell carcinoma is the most common and fatal form of kidney cancer, accounting for 80% of new cases. Although it has been reported that GTSE1 is highly expressed in a variety of tumors and associated with malignant progression and poor clinical prognosis, its clinical significance, correlations with immune cell infiltration and biological function in ccRCC are still poorly understood.Methods: The gene expression, clinicopathological features, and clinical significance of GTSE1 were analyzed using multiple databases, including TCGA, GEO, TIMER, and UALCAN Kaplan–Meier survival analysis, gene set enrichment analysis gene ontology enrichment Gene Ontology, and Kyoto Encyclopedia of Genes and Genomes (KEGG) were performed. Tumor-infiltrating immune cells and immunomodulators were extracted and analyzed using TCGA-KIRC profiles. Protein‒protein interactions were built using the STRING website. The protein level of GTSE1 in ccRCC patients was detected by immunohistochemistry using a ccRCC tissue chip. Finally, MTT assays, colony-formation assays, cell flow cytometry analyses, EdU-staining assays, wound-healing assays, and transwell migration and invasion assays were conducted to assess the biological function of GTSE1 in vitro.Results: GTSE1 was overexpressed in ccRCC tissues and cells, and GTSE1 overexpression was associated with adverse clinical-pathological factors and poor clinical prognosis. Meanwhile, the functional enrichment analysis indicated that GTSE1 and its coexpressed genes were mainly related to the cell cycle, DNA replication, and immunoreaction, such as T-cell activation and innate immune response, through multiple signaling pathways, including the P53 signaling pathway and T-cell receptor signaling pathway. Furthermore, we observed a significant relationship between GTSE1 expression and the levels of infiltrating immune cells in ccRCC. Biological functional studies demonstrated that GTSE1 could promote the malignant progression of ccRCC by promoting cell proliferation, cell cycle transition, migration, and invasion capacity and decreasing the sensitivity of ccRCC cells to cisplatin.Conclusion: Our results indicate that GTSE1, serving as a potential oncogene, can promote malignant progression and cisplatin resistance in ccRCC. Additionally, high GTSE1 expression contributes to an increased level of immune cell infiltration and is associated with a worse prognosis, providing a potential target for tumor therapy in ccRCC.

[1]  Ke Chen,et al.  Pan-Cancer Transcriptomic Analysis Identifies PLK1 Crucial for the Tumorigenesis of Clear Cell Renal Cell Carcinoma , 2022, Journal of inflammation research.

[2]  Hong-zhao Li,et al.  CD146 as a Prognostic-Related Biomarker in ccRCC Correlating With Immune Infiltrates , 2021, Frontiers in Oncology.

[3]  Jingnan Shen,et al.  GTSE1 is possibly involved in the DNA damage repair and cisplatin resistance in osteosarcoma , 2021, Journal of Orthopaedic Surgery and Research.

[4]  S. Tavaré,et al.  Determinants of anti-PD-1 response and resistance in clear cell renal cell carcinoma , 2021, Cancer cell.

[5]  Youwen Zhong,et al.  Downregulation of GTSE1 leads to the inhibition of proliferation, migration, and Warburg effect in cervical cancer by blocking LHDA expression , 2021, The journal of obstetrics and gynaecology research.

[6]  Shuai Zhao,et al.  CDC20 regulates the cell proliferation and radiosensitivity of P53 mutant HCC cells through the Bcl-2/Bax pathway , 2021, International journal of biological sciences.

[7]  F. Yu,et al.  KIF2C promotes the proliferation of hepatocellular carcinoma cells in vitro and in vivo , 2021, Experimental and therapeutic medicine.

[8]  Ke Li MiR-509-3-5p inhibits colon cancer malignancy by suppressing GTSE1. , 2021, Biochemical and biophysical research communications.

[9]  Fan Zhang,et al.  GTSE1 Facilitates the Malignant Phenotype of Lung Cancer Cells via Activating AKT/mTOR Signaling , 2021, Analytical cellular pathology.

[10]  A. Jemal,et al.  Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries , 2021, CA: a cancer journal for clinicians.

[11]  Shan Xu,et al.  ITPR3 facilitates tumor growth, metastasis and stemness by inducing the NF-ĸB/CD44 pathway in urinary bladder carcinoma , 2020, Journal of Experimental & Clinical Cancer Research.

[12]  N. Mukhopadhyay,et al.  PLK1 Induces Chromosomal Instability and Overrides Cell-Cycle Checkpoints to Drive Tumorigenesis , 2020, Cancer Research.

[13]  X. Wen,et al.  GTSE1 promotes prostate cancer cell proliferation via the SP1/FOXM1 signaling pathway , 2020, Laboratory Investigation.

[14]  R. Autorino,et al.  Nomogram predicting 30‐day mortality after nephrectomy in the contemporary era: Results from the SEER database , 2020, International journal of urology : official journal of the Japanese Urological Association.

[15]  Xinxiang Li,et al.  Tumor-derived exosomal miR-934 induces macrophage M2 polarization to promote liver metastasis of colorectal cancer , 2020, Journal of Hematology & Oncology.

[16]  C. Perou,et al.  TBCRC 030: A phase II study of preoperative cisplatin vs. paclitaxel in triple-negative breast cancer: evaluating the homologous recombination deficiency (HRD) biomarker. , 2020, Annals of oncology : official journal of the European Society for Medical Oncology.

[17]  Z. Ye,et al.  LAGE3 correlates with tumorigenic immune infiltrates in the clear cell renal cell carcinoma microenvironment. , 2020, International immunopharmacology.

[18]  Haosheng Jin,et al.  CDK1, CCNB1, and CCNB2 are Prognostic Biomarkers and Correlated with Immune Infiltration in Hepatocellular Carcinoma , 2020, Medical science monitor : international medical journal of experimental and clinical research.

[19]  T. Choueiri,et al.  Activity of cabozantinib after immune checkpoint blockade in metastatic clear-cell renal cell carcinoma. , 2020, European journal of cancer.

[20]  S. Sakaguchi,et al.  Regulatory T Cells and Human Disease. , 2020, Annual review of immunology.

[21]  Ming Liu,et al.  AURKB promotes gastric cancer progression via activation of CCND1 expression , 2020, Aging.

[22]  Yongchang Zheng,et al.  GTSE1, CDC20, PCNA, and MCM6 Synergistically Affect Regulations in Cell Cycle and Indicate Poor Prognosis in Liver Cancer , 2019, Analytical cellular pathology.

[23]  L. Shevde,et al.  The Tumor Microenvironment Innately Modulates Cancer Progression. , 2019, Cancer research.

[24]  L. Galluzzi,et al.  Macrophages and Metabolism in the Tumor Microenvironment. , 2019, Cell metabolism.

[25]  W. Möbius,et al.  A liquid-like spindle domain promotes acentrosomal spindle assembly in mammalian oocytes , 2019, Science.

[26]  Zemin Zhang,et al.  GEPIA2: an enhanced web server for large-scale expression profiling and interactive analysis , 2019, Nucleic Acids Res..

[27]  Bi-Jun Huang,et al.  GTSE1 is involved in breast cancer progression in p53 mutation-dependent manner , 2019, Journal of experimental & clinical cancer research : CR.

[28]  C. Blanpain,et al.  EMT Transition States during Tumor Progression and Metastasis. , 2019, Trends in cell biology.

[29]  Yinghao Sun,et al.  Overexpression of G2 and S phase-expressed-1 contributes to cell proliferation, migration, and invasion via regulating p53/FoxM1/CCNB1 pathway and predicts poor prognosis in bladder cancer. , 2019, International journal of biological macromolecules.

[30]  F. Bray,et al.  Epidemiology of Renal Cell Carcinoma. , 2019, European urology.

[31]  M. Atkins,et al.  Current and emerging therapies for first-line treatment of metastatic clear cell renal cell carcinoma. , 2018, Cancer treatment reviews.

[32]  A. Jeyasekharan,et al.  Biomarkers for Homologous Recombination Deficiency in Cancer , 2018, Journal of the National Cancer Institute.

[33]  Ke-feng Lei,et al.  Tumor microenvironment: recent advances in various cancer treatments. , 2018, European review for medical and pharmacological sciences.

[34]  Steven J. M. Jones,et al.  The Immune Landscape of Cancer , 2018, Immunity.

[35]  Mark W. Ball,et al.  Genomic correlates of response to immune checkpoint therapies in clear cell renal cell carcinoma , 2018, Science.

[36]  Jing Wang,et al.  LinkedOmics: analyzing multi-omics data within and across 32 cancer types , 2017, Nucleic Acids Res..

[37]  B. Rini,et al.  Treatment of renal cell carcinoma: Current status and future directions , 2017, CA: a cancer journal for clinicians.

[38]  Jun S. Liu,et al.  TIMER: A Web Server for Comprehensive Analysis of Tumor-Infiltrating Immune Cells. , 2017, Cancer research.

[39]  Yanlin Huang,et al.  GTSE1 promotes cell migration and invasion by regulating EMT in hepatocellular carcinoma and is associated with poor prognosis , 2017, Scientific Reports.

[40]  Ting Wu,et al.  Tumor microenvironment and therapeutic response. , 2017, Cancer letters.

[41]  C. Harris,et al.  Biomarker development in the precision medicine era: lung cancer as a case study , 2016, Nature Reviews Cancer.

[42]  A. Ravaud,et al.  Nivolumab versus Everolimus in Advanced Renal-Cell Carcinoma. , 2015, The New England journal of medicine.

[43]  Sin-Ho Jung,et al.  Development and external validation of nomograms predictive of response to radiation therapy and overall survival in nasopharyngeal cancer patients. , 2015, European journal of cancer.

[44]  Ash A. Alizadeh,et al.  Robust enumeration of cell subsets from tissue expression profiles , 2015, Nature Methods.

[45]  Jeffrey W Pollard,et al.  Tumor-associated macrophages: from mechanisms to therapy. , 2014, Immunity.

[46]  Q. Rao,et al.  RPS27a promotes proliferation, regulates cell cycle progression and inhibits apoptosis of leukemia cells. , 2014, Biochemical and biophysical research communications.

[47]  G. Getz,et al.  Inferring tumour purity and stromal and immune cell admixture from expression data , 2013, Nature Communications.

[48]  E. Tartour,et al.  A Decrease of Regulatory T Cells Correlates With Overall Survival After Sunitinib-based Antiangiogenic Therapy in Metastatic Renal Cancer Patients , 2010, Journal of immunotherapy.

[49]  Gyan Bhanot,et al.  Molecular Stratification of Clear Cell Renal Cell Carcinoma by Consensus Clustering Reveals Distinct Subtypes and Survival Patterns. , 2010, Genes & cancer.

[50]  Lloyd J. Old,et al.  CD8+ Foxp3+ Regulatory T Cells Mediate Immunosuppression in Prostate Cancer , 2007, Clinical Cancer Research.

[51]  E. Martinelli,et al.  Class III beta-tubulin overexpression is a prominent mechanism of paclitaxel resistance in ovarian cancer patients. , 2005, Clinical cancer research : an official journal of the American Association for Cancer Research.

[52]  D. Lazarević,et al.  Cloning, chromosome mapping and functional characterization of a human homologue of murine gtse-1 (B99) gene. , 2000, Gene.