1
|
Alnoumas L, van den Driest L, Apczynski Z, Lannigan A, Johnson CH, Rattray NJW, Rattray Z. Evaluation of the role of KPNA2 mutations in breast cancer prognosis using bioinformatics datasets. BMC Cancer 2022; 22:874. [PMID: 35948941 PMCID: PMC9364282 DOI: 10.1186/s12885-022-09969-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 08/04/2022] [Indexed: 11/10/2022] Open
Abstract
Breast cancer, comprising of several sub-phenotypes, is a leading cause of female cancer-related mortality in the UK and accounts for 15% of all cancer cases. Chemoresistant sub phenotypes of breast cancer remain a particular challenge. However, the rapidly-growing availability of clinical datasets, presents the scope to underpin a data-driven precision medicine-based approach exploring new targets for diagnostic and therapeutic interventions.We report the application of a bioinformatics-based approach probing the expression and prognostic role of Karyopherin-2 alpha (KPNA2) in breast cancer prognosis. Aberrant KPNA2 overexpression is directly correlated with aggressive tumour phenotypes and poor patient survival outcomes. We examined the existing clinical data available on a range of commonly occurring mutations of KPNA2 and their correlation with patient survival.Our analysis of clinical gene expression datasets show that KPNA2 is frequently amplified in breast cancer, with differences in expression levels observed as a function of patient age and clinicopathologic parameters. We also found that aberrant KPNA2 overexpression is directly correlated with poor patient prognosis, warranting further investigation of KPNA2 as an actionable target for patient stratification or the design of novel chemotherapy agents.In the era of big data, the wealth of datasets available in the public domain can be used to underpin proof of concept studies evaluating the biomolecular pathways implicated in chemotherapy resistance in breast cancer.
Collapse
Affiliation(s)
- Layla Alnoumas
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK
| | - Lisa van den Driest
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK
| | - Zoe Apczynski
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK
| | | | | | - Nicholas J W Rattray
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK.
| | - Zahra Rattray
- Strathclyde Institute of Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK.
| |
Collapse
|
2
|
Lin T, Zhang Y, Lin Z, Peng L. ZWINT is a Promising Therapeutic Biomarker Associated with the Immune Microenvironment of Hepatocellular Carcinoma. Int J Gen Med 2021; 14:7487-7501. [PMID: 34744456 PMCID: PMC8566006 DOI: 10.2147/ijgm.s340057] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 10/20/2021] [Indexed: 12/15/2022] Open
Abstract
Background The prognosis of patients with advanced hepatocellular carcinoma (HCC) is still poor, effective therapeutic targets are needed. ZW10 interacting kinetochore protein (Zwint) is an essential component of the mitotic spindle checkpoint and is upregulated in cancers. Disappointing, the role of ZWINT in HCC has not been fully illuminated. Methods Multiple tools, including TIMER2.0, Oncomine, GEPIA2, UALCAN, LinkedOmics, Kaplan-Meier Plotter, cBioPortal, and MethSurv, etc. were applied to comprehensively analyze the expression, genetic alternations, clinicopathological relevance, prognostic value, and DNA methylation of ZWINT, along with its correlations with immune infiltration in HCC. Besides, gene set enrichment analysis (GSEA) and protein-protein interaction (PPI) analysis were performed for the correlated genes of ZWINT, closely interconnected clusters and hub proteins in the PPI network were discovered to learn the underlying biological mechanisms. Results We found ZWINT was significantly upregulated in diverse cancers including HCC, compared with the corresponding normal controls. ZWINT upregulation was significantly associated with unfavorable clinicopathological features and survivals of HCC patients. Genetic alternations of ZWINT frequently occurred, which were linked to worse outcomes of HCC patients. The results of GSEA displayed ZWINT and its correlated genes might be components of condensed chromosomes and spindles, which participated in biological processes and signaling pathways involving DNA replication, cytokinesis, and cell cycle checkpoint, etc. Three highly interconnected clusters and 10 hub proteins were identified from the PPI network constructed with the correlated genes of ZWINT. Moreover, ZWINT expression was found positively correlated with infiltration levels of various immune cells, especially myeloid-derived suppressor cells. Conclusion This study demonstrated ZWINT might be a promising unfavorable prognostic biomarker and a therapeutic target of HCC, which could regulate HCC progression through cell division and immunosuppression.
Collapse
Affiliation(s)
- Tong Lin
- The Fourth Clinical Medical School, Guangzhou University of Chinese Medicine, Shenzhen, People's Republic of China
| | - Yingzhao Zhang
- The Fourth Clinical Medical School, Guangzhou University of Chinese Medicine, Shenzhen, People's Republic of China
| | - Zhimei Lin
- The Fourth Clinical Medical School, Guangzhou University of Chinese Medicine, Shenzhen, People's Republic of China
| | - Lisheng Peng
- Department of Science and Education, Shenzhen Traditional Chinese Medicine Hospital, Shenzhen, People's Republic of China
| |
Collapse
|
3
|
Lee SH, Rodriguez LR, Majumdar R, De Marval PLM, Rodriguez-Puebla ML. CDK4 has the ability to regulate Aurora B and Cenpp expression in mouse keratinocytes. Oncol Lett 2021; 22:732. [PMID: 34429772 PMCID: PMC8371965 DOI: 10.3892/ol.2021.12993] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 07/16/2021] [Indexed: 11/29/2022] Open
Abstract
Cyclin-dependent kinase 4 (CDK4) is a critical molecule that regulates key aspects of cell proliferation through phosphorylation of the retinoblastoma (Rb) family of proteins. In the last few years, it has been suggested that CDK4 plays alternative roles in cell proliferation and tumorigenesis. The main aim of the present study was to define a novel CDK4 function as a transcriptional regulator of genes involved in chromosome segregation, contributing to the G2/M phase transition. Herein, chromatin-immunoprecipitation reverse transcription-quantitative PCR assays were performed to demonstrate that CDK4 could occupy the promoter region of genes associated with chromosomal segregation, such as Aurora-B (Aurkb) and Centromere Protein P (CENP-P). Moreover, gain- and loss-of-function experiments showed that CDK4 participated in the transcriptional regulation of Aurkb and CENP-P. The finding that Aurkb may have a crucial role in chromosome bi-orientation and the spindle assembly checkpoint, and that CENP-P could be required for proper kinetochore function suggests that dysregulation of CDK4 expression induces chromosomal instability and, in some cases, cancer development.
Collapse
Affiliation(s)
- Sung Hyun Lee
- Department of Molecular Biomedical Sciences, Center for Human Health and The Environment, North Carolina State University, Raleigh, NC 27607, USA
| | - Liliana R.L. Rodriguez
- Department of Clinical Analysis, General Acute Hospital, Parmenio Piñeiro, Buenos Aires 1406, Argentina
| | - Rima Majumdar
- Department of Molecular Biomedical Sciences, Center for Human Health and The Environment, North Carolina State University, Raleigh, NC 27607, USA
| | | | - Marcelo L. Rodriguez-Puebla
- Department of Molecular Biomedical Sciences, Center for Human Health and The Environment, North Carolina State University, Raleigh, NC 27607, USA
| |
Collapse
|
4
|
Mou K, Zhang J, Mu X, Wang L, Liu W, Ge R. Zwint facilitates melanoma progression by promoting c-Myc expression. Exp Ther Med 2021; 22:818. [PMID: 34131441 PMCID: PMC8193213 DOI: 10.3892/etm.2021.10250] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Accepted: 04/26/2021] [Indexed: 12/14/2022] Open
Abstract
ZW10 interactor (Zwint) is upregulated in various types of tumors and exerts a carcinogenic effect. However, little is known about the expression profile, function and molecular mechanisms of action of Zwint in melanoma. Therefore, the aim of the present study was to investigate the expression levels of Zwint in melanoma cell lines and tissues. It was revealed that Zwint was highly expressed in melanoma samples. Functional experiments indicated that Zwint knockdown suppressed the proliferation and migration of A375 melanoma cells. Further mechanistic studies demonstrated that Zwint knockdown decreased the protein expression levels of c-Myc, MMP-2, Slug, mTOR, phosphorylated (p)-mTOR, p-p38 and fibronectin, while it increased the protein expression levels of E-cadherin and MMP-9. Among these genes, c-Myc, MMP-2 and Slug were overexpressed to investigate their effects on cell proliferation following Zwint knockdown. The results demonstrated that overexpression of c-Myc, but not MMP-2 or Slug, rescued the effects of Zwint knockdown on melanoma cell proliferation and migration. Taken together, the results of the present study suggested that Zwint may act as an oncogene in melanoma by regulating c-Myc expression.
Collapse
Affiliation(s)
- Kuanhou Mou
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Jian Zhang
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Xin Mu
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Lijuan Wang
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Wenli Liu
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Rui Ge
- Department of Dermatology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| |
Collapse
|
5
|
Zhengxiang Z, Yunxiang T, Zhiping L, Zhimin Y. KNTC1 knockdown suppresses cell proliferation of colon cancer. 3 Biotech 2021; 11:262. [PMID: 33996374 PMCID: PMC8113418 DOI: 10.1007/s13205-021-02800-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Accepted: 04/19/2021] [Indexed: 01/06/2023] Open
Abstract
Kinetochore-associated protein 1 (KNTC1) is a kind of kinetochore components that ensure the proper functioning of the spindle-assembly checkpoint. To date, the functional information of KNTC1 in colon cancer remains unknown. This study was aimed to investigate the role of KNTC1 in colon cancer. We found KNTC1 was significantly upregulated in the colon cancer compared to the normal tissues. ROC curve showed the area under the curve value of KNTC1 for the prediction of colon cancer was 0.93. Kaplan-Meier revealed highly expressed KNTC1 was associated with poor prognosis. KNTC1 was widely expressed in different colon cancer cell lines. Compared with the control lentiviral infected cells, KNTC1-shRNA cells exhibited significant reduction in cell growth rates and increase in the proportion of cells in the S phase, while decrease in the G1 and G2/M phase. Furthermore, knockdown of KNTC1 dramatically increased apoptosis in the colon cancer cells. Gene set enrichment analysis (GSEA) in gene ontology (GO) showed that KNTC1 is closely associated with cell mitosis-related components, such as nuclear chromatin, centrosome, and spindle. Moreover, upregulated KNTC1 is significantly enriched in the biological process of DNA repair, mRNA processing, microtubule cytoskeleton organization and the molecular function of helicase activity, protein heterodimerization activity and catalytic activity acting on DNA in molecular function. Our data reveal the important roles of KNTC1 in driving tumor progression in colon cancers.
Collapse
Affiliation(s)
- Zhang Zhengxiang
- Department of Oncology, Yijishan Hospital, First Affiliated Hospital of Wannan Medical College, Wuhu, 241000 Anhui China
| | - Tao Yunxiang
- Department of Dermatology, Yijishan Hospital, First Affiliated Hospital of Wannan Medical College, Wuhu, 241000 Anhui China
| | - Liu Zhiping
- Department of Gastrointestinal Surgery, The Affiliated Hefei Hospital of Anhui Medical University, Hefei, 230000 Anhui China
| | - Yang Zhimin
- Department of Oncology, Yijishan Hospital, First Affiliated Hospital of Wannan Medical College, Wuhu, 241000 Anhui China
| |
Collapse
|
6
|
Basu-Shrivastava M, Kozoriz A, Desagher S, Lassot I. To Ubiquitinate or Not to Ubiquitinate: TRIM17 in Cell Life and Death. Cells 2021; 10:1235. [PMID: 34069831 PMCID: PMC8157266 DOI: 10.3390/cells10051235] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 05/11/2021] [Accepted: 05/13/2021] [Indexed: 12/17/2022] Open
Abstract
TRIM17 is a member of the TRIM family, a large class of RING-containing E3 ubiquitin-ligases. It is expressed at low levels in adult tissues, except in testis and in some brain regions. However, it can be highly induced in stress conditions which makes it a putative stress sensor required for the triggering of key cellular responses. As most TRIM members, TRIM17 can act as an E3 ubiquitin-ligase and promote the degradation by the proteasome of substrates such as the antiapoptotic protein MCL1. Intriguingly, TRIM17 can also prevent the ubiquitination of other proteins and stabilize them, by binding to other TRIM proteins and inhibiting their E3 ubiquitin-ligase activity. This duality of action confers several pivotal roles to TRIM17 in crucial cellular processes such as apoptosis, autophagy or cell division, but also in pathological conditions as diverse as Parkinson's disease or cancer. Here, in addition to recent data that endorse this duality, we review what is currently known from public databases and the literature about TRIM17 gene regulation and expression, TRIM17 protein structure and interactions, as well as its involvement in cell physiology and human disorders.
Collapse
Affiliation(s)
| | - Alina Kozoriz
- Institut de Génétique Moléculaire de Montpellier, University Montpellier, CNRS, Montpellier, France
| | - Solange Desagher
- Institut de Génétique Moléculaire de Montpellier, University Montpellier, CNRS, Montpellier, France
| | - Iréna Lassot
- Institut de Génétique Moléculaire de Montpellier, University Montpellier, CNRS, Montpellier, France
| |
Collapse
|
7
|
Huang ZD, Yao YY, Chen TY, Zhao YF, Zhang C, Niu YM. Construction of Prognostic Risk Prediction Model of Oral Squamous Cell Carcinoma Based on Nine Survival-Associated Metabolic Genes. Front Physiol 2021; 12:609770. [PMID: 33815132 PMCID: PMC8011568 DOI: 10.3389/fphys.2021.609770] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 02/22/2021] [Indexed: 12/24/2022] Open
Abstract
The aim was to investigate the independent prognostic factors and construct a prognostic risk prediction model to facilitate the formulation of oral squamous cell carcinoma (OSCC) clinical treatment plan. We constructed a prognostic model using univariate COX, Lasso, and multivariate COX regression analysis and conducted statistical analysis. In this study, 195 randomly obtained sample sets were defined as training set, while 390 samples constituted validation set for testing. A prognostic model was constructed using regression analysis based on nine survival-associated metabolic genes, among which PIP5K1B, NAGK, and HADHB significantly down-regulated, while MINPP1, PYGL, AGPAT4, ENTPD1, CA12, and CA9 significantly up-regulated. Statistical analysis used to evaluate the prognostic model showed a significant different between the high and low risk groups and a poor prognosis in the high risk group (P < 0.05) based on the training set. To further clarify, validation sets showed a significant difference between the high-risk group with a worse prognosis and the low-risk group (P < 0.05). Independent prognostic analysis based on the training set and validation set indicated that the risk score was superior as an independent prognostic factor compared to other clinical characteristics. We conducted Gene Set Enrichment Analysis (GSEA) among high-risk and low-risk patients to identify metabolism-related biological pathways. Finally, nomogram incorporating some clinical characteristics and risk score was constructed to predict 1-, 2-, and 3-year survival rates (C-index = 0.7). The proposed nine metabolic gene prognostic model may contribute to a more accurate and individualized prediction for the prognosis of newly diagnosed OSCC patients, and provide advice for clinical treatment and follow-up observations.
Collapse
Affiliation(s)
- Zhen-Dong Huang
- Center for Evidence-Based Medicine and Clinical Research, Taihe Hospital, Hubei University of Medicine, Shiyan, China.,Department of Stomatology, Southern Medical University, Guangzhou, China
| | - Yang-Yang Yao
- The First Affiliated Hospital of Xinjiang Medical University, Ürümqi, China
| | - Ting-Yu Chen
- Center for Evidence-Based Medicine and Clinical Research, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Yi-Fan Zhao
- Center for Evidence-Based Medicine and Clinical Research, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Chao Zhang
- Center for Evidence-Based Medicine and Clinical Research, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| | - Yu-Ming Niu
- Center for Evidence-Based Medicine and Clinical Research, Taihe Hospital, Hubei University of Medicine, Shiyan, China.,Department of Oral and Maxillofacial Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, China
| |
Collapse
|
8
|
Zhu R, Wang H, Lin L. Prognostic and Clinicopathological Value of ZWINT Expression Levels in Patients with Lung Adenocarcinoma: A Systematic Review and Meta-analysis. Clinics (Sao Paulo) 2021; 76:e3222. [PMID: 34852139 PMCID: PMC8595613 DOI: 10.6061/clinics/2021/e3222] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 09/14/2021] [Indexed: 11/18/2022] Open
Abstract
The current study found that high Zeste White 10 interactor (ZWINT) expression is related to the poor prognosis of patients with a variety of cancers. This study mainly explored the relationship between the expression level of ZWINT and the prognosis of patients with lung adenocarcinoma (LUAD). Briefly, four English databases and two high-throughput sequencing databases were searched and relevant data for meta-analysis were extracted. Pooled mean difference and 95% confidence interval (CI) were used to assess the relationships between clinical features and the expression of ZWINT. Pooled hazard ratio and 95% CI were also used to assess the relationships between clinical features and the expression level of ZWINT. This meta-analysis was registered in PROSPERO (CRD42021249475). A total of 16 high-quality datasets comprising 2,847 LUAD patients were included in this study. Higher ZWINT expression levels were found in patients younger than 65 years, males, and smokers, and were correlated with advanced TNM stages and poor prognosis. Notably, there was no publication bias in this meta-analysis. Overall, our findings indicate that ZWINT is a potential biomarker for poor prognosis and clinicopathological outcomes of patients with LUAD.
Collapse
Affiliation(s)
- Ran Zhu
- Department of Clinical Laboratory, The First People’s Hospital of Ziyang, Sichuan, China
| | - Huaguo Wang
- Department of Clinical Laboratory, The First People’s Hospital of Ziyang, Sichuan, China
| | - Ling Lin
- Department of Respiratory and Critical Care Medicine, The First People’s Hospital of Ziyang, Sichuan, China
- Corresponding author. E-mail:
| |
Collapse
|
9
|
Mo L, Liu J, Yang Z, Gong X, Meng F, Zou R, Hou L, Fang F. DNAJB4 identified as a potential breast cancer marker: evidence from bioinformatics analysis and basic experiments. Gland Surg 2020; 9:1955-1972. [PMID: 33447546 DOI: 10.21037/gs-20-431] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background Breast cancer (BC) is the leading cause of tumor-related death in women worldwide, but its pathogenesis is not clear. The efficient screening of new therapeutic targets for BC through bioinformatics and biological experimental techniques has become a hot topic in BC research. Methods The bioinformatics method was used to analyze the gene chips and obtain the hub genes, playing an important role in the development of BC. The biological processes (BP) involved in the hub genes were analyzed by Bingo, and the impact of each hub gene on disease-free survival (DFS) and overall survival (OS) in BC patients was evaluated in the Kaplan-Meier Plotter database. The expression of DNAJB4, the hub gene with the greatest degree and having an effect on the prognosis of BC patients, was detected in BC cell lines and clinicopathological specimens. And DNAJB4 was selected for further biological experiments and clinical prognosis verification. Results Ten hub genes including DNAJB4, the greatest degree genes, were found by bioinformatics analysis of BC gene chips. DNAJB4 expressions in both BC cell lines and clinicopathological specimens were detected and the results showed that DNAJB4 was significantly down-regulated in BC cell lines and tissues. After interfering with the expression of DNAJB4, it was found that the invasion and migration ability of MDA-MB-231 cell line was significantly enhanced in vitro. The clinical survival data of BC patients showed that patients with high DNAJB4 expression had longer DFS. Conclusions DNAJB4 may be a tumor suppressor gene in BC as it could regulate invasion and migration of BC cells and its expression level is related to the prognosis of BC patients. Nevertheless, further researches are still necessary to verify its role in BC so as to provide evidences for clinical guidance regarding diagnosis and treatment.
Collapse
Affiliation(s)
- Linlong Mo
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wannan Medical College, Wuhu, China
| | - Jiayou Liu
- Human Anatomy Department of School of Basic Medical Sciences, North Sichuan Medical College, Nanchong, China
| | - Ziquan Yang
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wannan Medical College, Wuhu, China
| | - Xun Gong
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wannan Medical College, Wuhu, China
| | - Fanlun Meng
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wannan Medical College, Wuhu, China
| | - Rongyang Zou
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wannan Medical College, Wuhu, China
| | - Lingmi Hou
- Department of Breast and Thyroid Surgery, Hepatobiliary and pancreatic institution, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Fang Fang
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wannan Medical College, Wuhu, China
| |
Collapse
|