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Hamoui MZ, Rizvi S, Arnouk H, Roberts CM. Putative Biomarkers for Prognosis, Epithelial-to-Mesenchymal Transition, and Drug Response in Cell Lines Representing Oral Squamous Cell Carcinoma Progression. Genes (Basel) 2025; 16:209. [PMID: 40004538 PMCID: PMC11855662 DOI: 10.3390/genes16020209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2025] [Revised: 02/05/2025] [Accepted: 02/06/2025] [Indexed: 02/27/2025] Open
Abstract
BACKGROUND/OBJECTIVES Oral squamous cell carcinoma (OSCC) is the most common form of head and neck cancer and accounts for over 50,000 new cancer cases annually in the United States. The survival rates are markedly different for localized OSCC versus metastatic disease, for which the five-year survival rate is only 39%. Depending on its pathology and stage at diagnosis, the treatment may involve surgery, radiation, targeted therapy, or conventional chemotherapy. However, there is an unmet need for reliable biomarkers to predict the treatment response or link therapeutic efficacy to tumor progression. We sought to assemble a panel of OSCC tumor progression biomarkers that correlated with the epithelial-to-mesenchymal transition (EMT) and the response to cytotoxic drugs. METHODS We used four cell lines that represented the stepwise progression from normal oral mucosa to dysplastic, invasive, and metastatic OSCC lesions and performed a quantitative analysis via Western blot for putative markers. EMT phenotypes were assessed using wound healing migration assays. Live cell imaging was used to assess drug effectiveness over time. RESULTS The expression of stratifin, a tumor suppressor gene, is inversely correlated with both tumor progression steps and the expression of the EMT marker N-cadherin. Conversely, the E-cadherin and fibronectin expression was markedly decreased in the advanced-stage OSCC lines. In addition, metastatic Detroit 562 cells exhibited resistance to cell death following docetaxel treatment and showed clear migratory behavior. CONCLUSIONS We describe a molecular signature of advanced and drug-resistant OSCC tumors which encompasses multiple markers, warranting further investigation to establish their utility in predicting clinical outcomes and guiding the treatment options for patients afflicted with oral cancer.
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Affiliation(s)
- Mohamad Z. Hamoui
- Biomedical Sciences Program, Midwestern University, Downers Grove, IL 60515, USA
| | - Shuaa Rizvi
- Biomedical Sciences Program, Midwestern University, Downers Grove, IL 60515, USA
| | - Hilal Arnouk
- Department of Pathology, Midwestern University, Downers Grove, IL 60515, USA
| | - Cai M. Roberts
- Department of Pharmacology, Midwestern University, Downers Grove, IL 60515, USA
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Quantitative Expression of SFN, lncRNA CCDC18-AS1, and lncRNA LINC01343 in Human Breast Cancer as the Regulator Biomarkers in a Novel ceRNA Network: Based on Bioinformatics and Experimental Analyses. Genet Res (Camb) 2022; 2022:6787791. [PMID: 36160032 PMCID: PMC9484965 DOI: 10.1155/2022/6787791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 07/15/2022] [Accepted: 08/05/2022] [Indexed: 11/21/2022] Open
Abstract
Breast cancer (BC) is one of the leading cancers in the world, which has become an increasing serious problem. In this context, reports demonstrate that some long noncoding RNAs (lncRNAs) play significant regulatory roles in breast tumorigenesis and BC progression via various pathways and act as endogenous RNAs. Finding their dysregulation in cancer and evaluating their interaction with other molecules, such as short noncoding RNAs “microRNA (miRNAs)” as well as various genes, are the most important parts in cancer diagnostics. In this study, after performing GSEA and microarray analysis on the GSE71053 dataset, a new ceRNA network of CCDC18-AS1, LINC01343, hsa-miR4462, and SFN in BC was detected by bioinformatics analysis. Therefore, the expression of SFN, CCDC18-AS1, and LINC01343 was quantitatively measured in 24 BC and normal paired tissues using qRT-PCR. CCDC18-AS1, LINC01343, and SFN were expressed higher in BC than in the control (normal paired) tissues based on qRT-PCR data. Furthermore, a significant positive correlation was observed between CCDC18-AS1 and LINC01343 expression in the samples investigated in this study. The investigation of clinicopathological parameters showed that SFN was highly expressed in tumor size of <5 cm and in nonmenopausal ages, while CCDC18-AS1 and LINC01343 indicated a high expression in stages II-III and III of BC, respectively. The overall survival analysis displayed high and low survival in patients with high expression of SFN and CCDC18-AS1, respectively. The ROC curve analysis disclosed that SFN, CCDC18-AS1, and LINC01343 might be suggested as potential biological markers in BC patients. The high expression of CCDC18-AS1, LINC01343, and SFN in BC samples suggests their potential role in BC tumorigenesis and could be considered hallmarks for the diagnosis and prognosis of BC, although this will require further clinical investigations.
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Li MX, Sun XM, Cheng WG, Ruan HJ, Liu K, Chen P, Xu HJ, Gao SG, Feng XS, Qi YJ. Using a machine learning approach to identify key prognostic molecules for esophageal squamous cell carcinoma. BMC Cancer 2021; 21:906. [PMID: 34372798 PMCID: PMC8351329 DOI: 10.1186/s12885-021-08647-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 07/19/2021] [Indexed: 01/03/2023] Open
Abstract
Background A plethora of prognostic biomarkers for esophageal squamous cell carcinoma (ESCC) that have hitherto been reported are challenged with low reproducibility due to high molecular heterogeneity of ESCC. The purpose of this study was to identify the optimal biomarkers for ESCC using machine learning algorithms. Methods Biomarkers related to clinical survival, recurrence or therapeutic response of patients with ESCC were determined through literature database searching. Forty-eight biomarkers linked to recurrence or prognosis of ESCC were used to construct a molecular interaction network based on NetBox and then to identify the functional modules. Publicably available mRNA transcriptome data of ESCC downloaded from Gene Expression Omnibus (GEO) and The Cancer Genome Atlas (TCGA) datasets included GSE53625 and TCGA-ESCC. Five machine learning algorithms, including logical regression (LR), support vector machine (SVM), artificial neural network (ANN), random forest (RF) and XGBoost, were used to develop classifiers for prognostic classification for feature selection. The area under ROC curve (AUC) was used to evaluate the performance of the prognostic classifiers. The importances of identified molecules were ranked by their occurrence frequencies in the prognostic classifiers. Kaplan-Meier survival analysis and log-rank test were performed to determine the statistical significance of overall survival. Results A total of 48 clinically proven molecules associated with ESCC progression were used to construct a molecular interaction network with 3 functional modules comprising 17 component molecules. The 131,071 prognostic classifiers using these 17 molecules were built for each machine learning algorithm. Using the occurrence frequencies in the prognostic classifiers with AUCs greater than the mean value of all 131,071 AUCs to rank importances of these 17 molecules, stratifin encoded by SFN was identified as the optimal prognostic biomarker for ESCC, whose performance was further validated in another 2 independent cohorts. Conclusion The occurrence frequencies across various feature selection approaches reflect the degree of clinical importance and stratifin is an optimal prognostic biomarker for ESCC.
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Affiliation(s)
- Meng-Xiang Li
- School of Information Engineering of Henan University of Science and Technology, 263 Kaiyuan Road, Luolong Qu, Luoyang, 471023, P. R. China.,Henan Key Laboratory of Microbiome and Esophageal Cancer Prevention and Treatment; Henan Key Laboratory of Cancer Epigenetics, Cancer Hospital, The First Affiliated Hospital, College of Clinical Medicine, Medical College of Henan University of Science and Technology, 24 Jinghua Road, Jianxi Qu, Luoyang, 471003, P. R. China
| | - Xiao-Meng Sun
- Henan Key Laboratory of Microbiome and Esophageal Cancer Prevention and Treatment; Henan Key Laboratory of Cancer Epigenetics, Cancer Hospital, The First Affiliated Hospital, College of Clinical Medicine, Medical College of Henan University of Science and Technology, 24 Jinghua Road, Jianxi Qu, Luoyang, 471003, P. R. China.,The Sixth People's Hospital of Luoyang, Oncology Department, 14 Xiyuan Road, Jianxi Qu, Luoyang, 471003, P. R. China
| | - Wei-Gang Cheng
- Department of Thyroid and Breast Cancer Surgery, The First Affiliated Hospital, College of Clinical Medicine, Medical College of Henan University of Science and Technology, 24 Jinghua Road, Jianxi Qu, Luoyang, 471003, P. R. China
| | - Hao-Jie Ruan
- Henan Key Laboratory of Microbiome and Esophageal Cancer Prevention and Treatment; Henan Key Laboratory of Cancer Epigenetics, Cancer Hospital, The First Affiliated Hospital, College of Clinical Medicine, Medical College of Henan University of Science and Technology, 24 Jinghua Road, Jianxi Qu, Luoyang, 471003, P. R. China
| | - Ke Liu
- School of Information Engineering of Henan University of Science and Technology, 263 Kaiyuan Road, Luolong Qu, Luoyang, 471023, P. R. China.,Henan Key Laboratory of Microbiome and Esophageal Cancer Prevention and Treatment; Henan Key Laboratory of Cancer Epigenetics, Cancer Hospital, The First Affiliated Hospital, College of Clinical Medicine, Medical College of Henan University of Science and Technology, 24 Jinghua Road, Jianxi Qu, Luoyang, 471003, P. R. China
| | - Pan Chen
- Henan Key Laboratory of Microbiome and Esophageal Cancer Prevention and Treatment; Henan Key Laboratory of Cancer Epigenetics, Cancer Hospital, The First Affiliated Hospital, College of Clinical Medicine, Medical College of Henan University of Science and Technology, 24 Jinghua Road, Jianxi Qu, Luoyang, 471003, P. R. China
| | - Hai-Jun Xu
- Henan Key Laboratory of Microbiome and Esophageal Cancer Prevention and Treatment; Henan Key Laboratory of Cancer Epigenetics, Cancer Hospital, The First Affiliated Hospital, College of Clinical Medicine, Medical College of Henan University of Science and Technology, 24 Jinghua Road, Jianxi Qu, Luoyang, 471003, P. R. China
| | - She-Gan Gao
- Henan Key Laboratory of Microbiome and Esophageal Cancer Prevention and Treatment; Henan Key Laboratory of Cancer Epigenetics, Cancer Hospital, The First Affiliated Hospital, College of Clinical Medicine, Medical College of Henan University of Science and Technology, 24 Jinghua Road, Jianxi Qu, Luoyang, 471003, P. R. China
| | - Xiao-Shan Feng
- School of Information Engineering of Henan University of Science and Technology, 263 Kaiyuan Road, Luolong Qu, Luoyang, 471023, P. R. China. .,Henan Key Laboratory of Microbiome and Esophageal Cancer Prevention and Treatment; Henan Key Laboratory of Cancer Epigenetics, Cancer Hospital, The First Affiliated Hospital, College of Clinical Medicine, Medical College of Henan University of Science and Technology, 24 Jinghua Road, Jianxi Qu, Luoyang, 471003, P. R. China.
| | - Yi-Jun Qi
- Henan Key Laboratory of Microbiome and Esophageal Cancer Prevention and Treatment; Henan Key Laboratory of Cancer Epigenetics, Cancer Hospital, The First Affiliated Hospital, College of Clinical Medicine, Medical College of Henan University of Science and Technology, 24 Jinghua Road, Jianxi Qu, Luoyang, 471003, P. R. China.
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14-3-3 σ: A potential biomolecule for cancer therapy. Clin Chim Acta 2020; 511:50-58. [PMID: 32950519 DOI: 10.1016/j.cca.2020.09.009] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 09/04/2020] [Accepted: 09/09/2020] [Indexed: 12/22/2022]
Abstract
As more studies have focused on the function of 14-3-3 proteins, their role in tumor progression has gradually improved. In the 14-3-3 protein family, 14-3-3σ is the protein that is most associated with tumor occurrence and development. In some malignancies, 14-3-3σ acts as a tumor suppressor via p53 and tumor suppressor genes. In most tumors, 14-3-3σ overexpression increases resistance to chemotherapy and radiotherapy and mediates the G2-M checkpoint after DNA damage. Although 14-3-3σ overexpression has been closely associated with poorer prognosis in pancreatic, gastric and colorectal cancer, its role in gallbladder and nasopharyngeal cancer remains less clear. As such, the function of 14-3-3σ in specific cancer types needs to be further clarified. It has been hypothesized that a role may be related to its molecular chaperone function combined with various protein ligands. In this review, we examine the role of 14-3-3σ in tumor development and drug resistance. We discuss the potential of targeting 14-3-3σ regulators in cancer therapy and treatment.
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Kengkarn S, Petmitr S, Boonyuen U, Reamtong O, Poomsawat S, Sanguansin S. Identification of Novel Candidate Biomarkers for Oral Squamous Cell Carcinoma Based on Whole Gene Expression Profiling. Pathol Oncol Res 2020; 26:2315-2325. [PMID: 32468250 DOI: 10.1007/s12253-020-00828-w] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 04/23/2020] [Accepted: 05/20/2020] [Indexed: 12/25/2022]
Abstract
This study aimed to determine the whole gene expression profiles and to ascertain potential biomarkers for 22 oral squamous cell carcinoma (OSCC) among Thai patients using the Illumina Human HT-12, V4.0 Expression BeadChip array. Result indicated 2,724 differential expressed genes composed of 1,560 up-regulated and 1,164 down-regulated genes (unpaired t-test, p-value <0.05; fold change ≥2.0 and ≤2.0). The top 9 up-regulated genes were validated in 39 OSCC cases using TaqMan real-time quantitative reverse transcriptase polymerase chain reaction (qRT-PCR) assay. Among these, the up-regulation of peptidase inhibitor 3 (PI3) and keratin 17 (KRT17) genes was harbored in all 39 OSCC patients (100%). Likewise, statistical analysis indicated that gene expression in 8 selective genes including keratin 16 (KRT16), keratin 14 (KRT14), keratinocyte differentiation-associated protein (KRTDAP), keratin 6B (KRT6B), PI3, S100 calcium binding protein A7 (S100A7), stratifin (SFN) and keratin 5 (KRT5) was significantly associated with well differentiated OSCC (p-value <0.05). Moreover, high level of KRT17 protein was significantly associated with well differentiated OSCC compared to moderately OSCC (p-value = 0.041). Notably, using nested-PCR analysis indicated all OSCC cases in this study were HPV-free. Especially, KRTDAP, PI3, SFN mRNA expression were first reported among patients with OSCC. Conclusion, the whole transcript expression study and TaqMan real-time qRT-PCR assay were relevant regarding the increase in gene expression in OSCC. In addition, the up-regulation of PI3 and KRT17 might constitute potential candidate molecular biomarkers to diagnose patients with OSCC.
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Affiliation(s)
- Sudaporn Kengkarn
- Department of Molecular Tropical Medicine & Genetics, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Songsak Petmitr
- Department of Molecular Tropical Medicine & Genetics, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Usa Boonyuen
- Department of Molecular Tropical Medicine & Genetics, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Onrapak Reamtong
- Department of Molecular Tropical Medicine & Genetics, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Sopee Poomsawat
- Department of Oral and Maxillofacial Pathology, Faculty of Dentistry, Mahidol University, Bangkok, Thailand
| | - Sirima Sanguansin
- Department of Oral Biology, Faculty of Dentistry, Mahidol University, Bangkok, Thailand.
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Hu Y, Ma Y, Liu J, Cai Y, Zhang M, Fang X. LINC01128 expedites cervical cancer progression by regulating miR-383-5p/SFN axis. BMC Cancer 2019; 19:1157. [PMID: 31779593 PMCID: PMC6883532 DOI: 10.1186/s12885-019-6326-5] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Accepted: 11/04/2019] [Indexed: 12/13/2022] Open
Abstract
Background Cervical cancer (CC), causing significant morbidity and mortality worldwide, is one of the most common gynecological malignancies in women. SFN has been reported as a potential prognostic marker with apparent high expression in tumors. Nevertheless, the function mechanism of SFN is not clear yet in CC. Methods The relative expressions of RNAs were detected by real-time quantitative PCR (RT-qPCR). Colony formation assay, EdU stained assay and CCK-8 assay were to check cell proliferation ability in CC. Flow cytometry and apoptosis related proteins analysis were used to measure cells apoptosis capacity. Luciferase reporter assay and RNA pull down assay were to verify the molecular mechanism. Results SFN was highly expressed in CC tissues and CC cell lines compared with normal tissues and normal cell line. After interfering SFN, cell proliferation, migration and invasion ability was inhibited as well as cell apoptosis ability was promoted. In subsequence, miR-383-5p exhibited conspicuous low expression in CC tissues. And miR-383-5p was found to bind to SFN and have anti-cancerous effects in CC. Moreover, LINC01128 displayed remarkable high expression in CC tissues. Besides, LINC01128 shortage could reduce the expression of SFN at mRNA and protein levels. And the affinity between LINC01128 and miR-383-5p was verified. In the end, it was proved that LINC01128 could enhance cell proliferation, migration and invasion as well as inhibit cell apoptosis by binding with miR-383-5p and upregulating SFN. Conclusion LINC01128 expedited cells cellular process in CC by binding with miR-383-5p to release SFN. Graphical Abstract ![]()
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Affiliation(s)
- Yi Hu
- Department of Obstetrics and Gynaecology, The Second Xiangya Hospital, Central South University, 139 Renmin road, Changsha, 410011, Hunan, China.,Department of Obstetrics and Gynaecology, the First Affiliated Hospital of University of South China, Hengyang, 421001, Hunan, China
| | - Yan Ma
- Department of Obstetrics and Gynaecology, the First Affiliated Hospital of University of South China, Hengyang, 421001, Hunan, China
| | - Jie Liu
- Department of Obstetrics and Gynaecology, the First Affiliated Hospital of University of South China, Hengyang, 421001, Hunan, China
| | - Yanlin Cai
- Department of Obstetrics and Gynaecology, the First Affiliated Hospital of University of South China, Hengyang, 421001, Hunan, China
| | - Mengmeng Zhang
- Department of Obstetrics and Gynaecology, The Second Xiangya Hospital, Central South University, 139 Renmin road, Changsha, 410011, Hunan, China
| | - Xiaoling Fang
- Department of Obstetrics and Gynaecology, The Second Xiangya Hospital, Central South University, 139 Renmin road, Changsha, 410011, Hunan, China.
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Expression profile and prognostic value of SFN in human ovarian cancer. Biosci Rep 2019; 39:BSR20190100. [PMID: 30926680 PMCID: PMC6499453 DOI: 10.1042/bsr20190100] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 03/18/2019] [Accepted: 03/28/2019] [Indexed: 12/24/2022] Open
Abstract
Ovarian cancer is a highly lethal cancer in females. Therefore, it is necessary to explore effective biomarkers for the diagnosis and prognosis of the disease. Stratifin (SFN) is a cell cycle checkpoint protein that has been reported to be involved in oncogenesis. Our studies detected the expression of SFN in ovarian cancer by Oncomine, Human Protein Atlas database and ULCAN database. Meanwhile, we found its coexpression gene by cBioPortal online tool and validated their expression in different ovarian cancer cells by western blot and reverse transcription quantitative PCR. Then, we also investigated their prognostic values via the Kaplan–Meier plotter database in different subtypes of ovarian cancer patients. The results demonstrated that SFN was found to be increased in ten various ovarian cancer datasets, compared with healthy tissues. Additionally, up-regulation of SFN expression is associated with age and cancer grades. The higher expression of SFN in all patients with ovarian cancers is significantly correlated with worse postprogression survival. In addition, high SFN expression is associated with significantly worse overall survival in patients who received chemotherapy contains gemcitabine, taxol, taxol+platin, paclitaxel and avastin. In human ovarian carcinoma SKOV3 and A2780 cells, the expression of SFN and its coexpression gene MICB were also increased at protein and mRNA levels compared with the normal ovarian epithelial cells. Based on above results, overexpression of SFN was correlated with the prognosis in ovarian cancer. The present study might be useful for better understanding the clinical significance of SFN mRNA.
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Wang A, Tan Y, Geng X, Chen X, Wang S. Lymphovascular invasion as a poor prognostic indicator in thoracic esophageal carcinoma: a systematic review and meta-analysis. Dis Esophagus 2019; 32:5085982. [PMID: 30169614 DOI: 10.1093/dote/doy083] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The ability to further stratify patients with esophageal carcinoma (EC) in the same stage into high-risk patients by the presence of lymphovascular invasion (LVI) may permit refinement of multi-modality therapy. However, the role of LVI in the prognosis of EC is not definite. A meta-analysis was conducted to investigate the relationship between LVI and EC prognosis. We searched PubMed, Embase, Web of Science, and Cochrane Library databases for studies on the association between LVI and prognosis of EC. Only studies with patient survival data related to LVI were included. The effect size for this analysis was the hazard ratio (HR) with 95% confidence intervals (CI) for overall survival (OS) and recurrence-free survival (RFS). Thirty-five studies with 9876 patients were included according to the defined inclusion and exclusion criteria. LVI was a poor indicator for the OS (HR = 1.64, 95% CI: 1.44-1.87, P < 0.001) and RFS (HR = 1.79, 95% CI: 1.38-2.34, P < 0.001). However, the heterogeneity was medium in OS (I2 = 61.2%, P < 0.001) and extreme in RFS (I2 = 77.5%, P < 0.001). In subgroup analysis, heterogeneity was originated from the staining method and proportion of early disease (stage (I + II)). We concluded that LVI was a poor prognostic indicator in patients with EC, especially in those studies with the IHC staining method and a high proportion of early disease (stage (I + II)).
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Affiliation(s)
- A Wang
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Y Tan
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - X Geng
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - X Chen
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
| | - S Wang
- Department of Thoracic Surgery, Huashan Hospital, Fudan University, Shanghai, China
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9
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The Mitochondrial Genes BAK1, FIS1 and SFN are Linked with Alterations in Mitochondrial Membrane Potential in Barrett's Esophagus. Int J Mol Sci 2018; 19:ijms19113483. [PMID: 30404157 PMCID: PMC6275077 DOI: 10.3390/ijms19113483] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Revised: 10/27/2018] [Accepted: 11/03/2018] [Indexed: 01/20/2023] Open
Abstract
Barrett's esophagus and esophageal cancer lack prognostic markers that allow the tailoring of personalized medicine and biomarkers with potential to provide insight into treatment response. This study aims to characterize mitochondrial function across the metaplasia-dysplasia-adenocarcinoma disease sequence in Barrett's esophagus and examines the functional effect of manipulating mitochondrial genes. Mitochondrial genes of interest were validated in in vitro cell lines across the metaplasia (QH), dysplasia (GO) and adenocarcinoma (OE33) sequence and in in vivo patient tissue samples. These genes were subsequently knocked down in QH and OE33 cells and the functional effect of siRNA-induced knockdown on reactive oxygen species production, mitochondrial mass, mitochondrial membrane potential and cellular metabolism was investigated. Three global mitochondrial genes (BAK1, FIS1 and SFN) were differentially altered across the in vivo Barrett's disease sequence. We also demonstrate that knockdown of BAK1, FIS1 and SFN in vitro resulted in significant alterations in mitochondrial membrane potential; however, no differences in reactive oxygen species or mitochondrial mass were observed. Furthermore, knockdown of these genes in esophageal adenocarcinoma cells significantly altered cellular metabolism. In conclusion, we found that differential expression of BAK1, FIS1, and SFN were altered across the Barrett's disease sequence and manipulation of these genes elicited significant effects on mitochondrial membrane potential.
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Raungrut P, Petjaroen P, Geater SL, Keeratichananont W, Phukaoloun M, Suwiwat S, Thongsuksai P. Methylation of 14-3-3σ gene and prognostic significance of 14-3-3σ expression in non-small cell lung cancer. Oncol Lett 2017; 14:5257-5264. [PMID: 29113161 PMCID: PMC5662907 DOI: 10.3892/ol.2017.6881] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2016] [Accepted: 07/07/2017] [Indexed: 12/31/2022] Open
Abstract
Loss of 14-3-3σ expression through DNA methylation has been associated with carcinogenesis and the prognosis for various cancer types. Detection of methylation of the gene in serum may be useful for diagnostic utility. The present study aimed to investigate the correlation between 14-3-3σ methylation level in 36 paired tumor tissues of non-small cell lung cancer (NSCLC) and matched serum using methylation-specific polymerase chain reaction. The prognostic significance of 14-3-3σ expression in 167 NSCLC was also evaluated using immunohistochemistry. Methylation of the 14-3-3σ gene was identified in all samples. The methylation level in the serum (mean 87.7%, range 64.6–100%) was higher compared with tumor (mean 46.7%, range 25.3–56.3%). However, no significant correlation between methylation levels in tissues and serums was observed (Spearman's correlation, −0.036; P=0.837). In the 167 tumor tissues, the majority of the cases (83.8%) exhibited negative expression. Adenocarcinoma is more likely to exhibit negative expression (91.4%) compared with squamous cell carcinoma (70.2%). No significant difference was identified in the overall survival according to 14-3-3σ expression status and 14-3-3σ expression did not demonstrated independent prognostic significance. In conclusion, NSCLC harbors certain levels of 14-3-3σ methylation in the tumor and the sera of patients. The clinical value of serum 14-3-3σ methylation should be further elucidated. Immunohistochemical expression 14-3-3σ protein has limited value on prognostic significance.
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Affiliation(s)
- Pritsana Raungrut
- Department of Biomedical Sciences and The Excellent Research Laboratory of Cancer Molecular Biology, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | - Pingpond Petjaroen
- Department of Biomedical Sciences and The Excellent Research Laboratory of Cancer Molecular Biology, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | - Sarayut Lucien Geater
- Department of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | - Warangkana Keeratichananont
- Department of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | - Monlika Phukaoloun
- Department of Pathology, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | - Supaporn Suwiwat
- Department of Pathology, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
| | - Paramee Thongsuksai
- Department of Pathology, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
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Yazdian-Robati R, Ahmadi H, Riahi MM, Lari P, Aledavood SA, Rashedinia M, Abnous K, Ramezani M. Comparative proteome analysis of human esophageal cancer and adjacent normal tissues. IRANIAN JOURNAL OF BASIC MEDICAL SCIENCES 2017; 20:265-271. [PMID: 28392898 PMCID: PMC5378963 DOI: 10.22038/ijbms.2017.8354] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Objective(s): Ranking as the sixth commonest cancer, esophageal squamous cell carcinoma (ESCC) represents one of the leading causes of cancer death worldwide. One of the main reasons for the low survival of patients with esophageal cancer is its late diagnosis. Materials and Methods: We used proteomics approach to analyze ESCC tissues with the aim of a better understanding of the malignant mechanism and searching candidate protein biomarkers for early diagnosis of esophageal cancer. The differential protein expression between cancerous and normal esophageal tissues was investigated by two-dimensional polyacrylamide gel electrophoresis (2D-PAGE). Then proteins were identified by matrix-assisted laser desorption/ ionization tandem time-of-flight mass spectrometry (MALDI-TOF/TOF-MS) and MASCOT web based search engine. Results: We reported 4 differentially expressed proteins involved in the pathological process of esophageal cancer, such as annexinA1 (ANXA1), peroxiredoxin-2 (PRDX2), transgelin (TAGLN) andactin-aortic smooth muscle (ACTA2). Conclusion: In this report we have introduced new potential biomarker (ACTA2). Moreover, our data confirmed some already known markers for EC in our region.
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Affiliation(s)
- Rezvan Yazdian-Robati
- Department of Pharmaceutical Biotechnology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Homa Ahmadi
- Department of Pharmacodynamics and Toxicology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Maryam Matbou Riahi
- Department of Medical Biotechnology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Parisa Lari
- Department of Pharmacodynamics and Toxicology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Seyed Amir Aledavood
- Cancer Research Center, Department of Radiation oncology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Marzieh Rashedinia
- Department of Pharmacology and Toxicology, School of Pharmacy, Shiraz University of Medical Sciences, Iran
| | - Khalil Abnous
- Pharmaceutical Research Center, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohammad Ramezani
- Nanotechnology Research Center, Department of Biotechnology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad Iran
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Liu J, Wei Z, Zhang J, Hu W, Ma Z, Liu Q. Which factors are associated with extremely short-term survival after surgery in patients with esophageal squamous cell carcinoma? Asia Pac J Clin Oncol 2016; 12:308-13. [PMID: 27220635 DOI: 10.1111/ajco.12503] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 03/18/2016] [Accepted: 04/05/2016] [Indexed: 12/29/2022]
Abstract
AIMS Esophageal squamous cell carcinoma (ESCC) is associated with a short median survival and low cure rates. The postoperative survival time of some patients with ESCC is extremely short. It is important to understand risk factors in subsets of patients associated with extremely short-term survival. The standard factors such as T and N stage, which are predictive of actuarial survival, become less important as patients live for ≤1 year. However, the prevalence of these factors in these patient populations has not been well documented. We evaluated factors predictive of ≤1 year survival in this research. METHODS We analyzed 1596 patients underwent esophagectomy for ESCC retrospectively. The demographic and clinicopathologic characteristics were compared between patients who died within 1 year of esophagectomy and patients who survived more than 1 year after esophagectomy. RESULTS Univariate analysis showed significant differences between the two groups regarding gender, weight loss, comorbidity, neoadjuvant treatment, completeness of resection, pathological T stage, pathological N stage, histologic grade, the number of metastatic lymph nodes, postoperative complications, postoperative pulmonary infection and postoperative hospital stay. Based on logistic regression analysis, significant factors associated with extremely short-term survival were male gender, incomplete tumor resection, higher pathological T stage, higher pathological N stage and postoperative pulmonary infection. CONCLUSION The independent positive predictors for extremely short-term survival are male gender, incomplete tumor resection and postoperative pulmonary infection besides higher pathological T stage and higher pathological N stage.
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Affiliation(s)
- Jingeng Liu
- Department of Thoracic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
| | - Zhiru Wei
- Department of Plastic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
| | - Jun Zhang
- Department of Thoracic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
| | - Wei Hu
- Department of Thoracic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
| | - Zhenfei Ma
- Department of Thoracic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
| | - Qinghang Liu
- Department of Thoracic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, P.R. China
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Farid SG, Morris-Stiff G. "OMICS" technologies and their role in foregut primary malignancies. Curr Probl Surg 2015; 52:409-41. [PMID: 26527526 DOI: 10.1067/j.cpsurg.2015.08.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Accepted: 08/03/2015] [Indexed: 12/18/2022]
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Qi YJ, Wang M, Liu RM, Wei H, Chao WX, Zhang T, Lou Q, Li XM, Ma J, Zhu H, Yang ZH, Liu HQ, Ma YF. Downregulation of 14-3-3σ correlates with multistage carcinogenesis and poor prognosis of esophageal squamous cell carcinoma. PLoS One 2014; 9:e95386. [PMID: 24743601 PMCID: PMC3990633 DOI: 10.1371/journal.pone.0095386] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2013] [Accepted: 03/25/2014] [Indexed: 12/30/2022] Open
Abstract
Aims The asymptomatic nature of early-stage esophageal squamous cell carcinoma (ESCC) results in late presentation and consequent dismal prognosis This study characterized 14-3-3σ protein expression in the multi-stage development of ESCC and determined its correlation with clinical features and prognosis. Materials and Methods Western blot was used to examine 14-3-3σ protein expression in normal esophageal epithelium (NEE), low grade intraepithelial neoplasia (LGIN), high grade intraepithelial neoplasia (HGIN), ESCC of TNM I to IV stage and various esophageal epithelial cell lines with different biological behavior. Immunohistochemistry was used to estimate 14-3-3σ protein in 110 biopsy samples of NEE, LGIN or HGIN and in 168 ESCC samples all of whom had follow-up data. Support vector machine (SVM) was used to develop a classifier for prognosis. Results 14-3-3σ decreased progressively from NEE to LGIN, to HGIN, and to ESCC. Chemoresistant sub-lines of EC9706/PTX and EC9706/CDDP showed high expression of 14-3-3σ protein compared with non-chemoresistant ESCC cell lines and immortalized NEC. Furthermore, the downregulation of 14-3-3σ correlated significantly with histological grade (P = 0.000) and worse prognosis (P = 0.004). Multivariate Cox regression analysis indicated that 14-3-3σ protein (P = 0.016) and T stage (P = 0.000) were independent prognostic factors for ESCC. The SVM ESCC classifier comprising sex, age, T stage, histological grade, lymph node metastasis, clinical stage and 14-3-3σ, distinguished significantly lower- and higher-risk ESCC patients (91.67% vs. 3.62%, P = 0.000). Conclusions Downregulation of 14-3-3σ arises early in the development of ESCC and predicts poor survival, suggesting that 14-3-3σ may be a biomarker for early detection of high-risk subjects and diagnosis of ESCC. Our seven-feature SVM classifier for ESCC prognosis may help to inform clinical decisions and tailor individual therapy.
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Affiliation(s)
- Yi-Jun Qi
- Key Laboratory of Cellular and Molecular Immunology, College of Medicine, Henan University, Kaifeng, Henan, P. R. China
| | - Ming Wang
- Key Laboratory of Cellular and Molecular Immunology, College of Medicine, Henan University, Kaifeng, Henan, P. R. China
| | - Rui-Min Liu
- Key Laboratory of Cellular and Molecular Immunology, College of Medicine, Henan University, Kaifeng, Henan, P. R. China
| | - Hua Wei
- Huaihe Hospital, Henan University, Kaifeng, Henan, P. R. China
| | - Wei-Xia Chao
- Key Laboratory of Cellular and Molecular Immunology, College of Medicine, Henan University, Kaifeng, Henan, P. R. China
| | - Tian Zhang
- Key Laboratory of Cellular and Molecular Immunology, College of Medicine, Henan University, Kaifeng, Henan, P. R. China
| | - Qiang Lou
- Key Laboratory of Cellular and Molecular Immunology, College of Medicine, Henan University, Kaifeng, Henan, P. R. China
| | - Xiu-Min Li
- Xinxiang Medical University, Xinxiang, Henan, China
| | - Jin Ma
- Key Laboratory of Cellular and Molecular Immunology, College of Medicine, Henan University, Kaifeng, Henan, P. R. China
| | - Han Zhu
- Key Laboratory of Cellular and Molecular Immunology, College of Medicine, Henan University, Kaifeng, Henan, P. R. China
| | - Zhen-Hua Yang
- Linzhou Cancer Hospital, Linzhou, Henan, P. R. China
| | - Hai-Qing Liu
- Linzhou Cancer Hospital, Linzhou, Henan, P. R. China
| | - Yuan-Fang Ma
- Key Laboratory of Cellular and Molecular Immunology, College of Medicine, Henan University, Kaifeng, Henan, P. R. China
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Plum PS, Bollschweiler E, Hölscher AH, Warnecke-Eberz U. Novel diagnostic and prognostic biomarkers in esophageal cancer. ACTA ACUST UNITED AC 2013; 7:557-71. [PMID: 24093836 DOI: 10.1517/17530059.2013.843526] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
INTRODUCTION This article provides an overview of actual biomarkers with an impact on improvement of diagnosis and treatment of esophageal cancer patients. AREAS COVERED Recent literature has been analyzed and provides information regarding the potential role of molecular markers as a diagnostic or prognostic factor in esophageal cancer. EXPERT OPINION Until now, the role of molecular markers is far from being firmly established for routine use and is not without obstacles. However, with reliable standardized methods, established cut-off values and promising candidates in marker panels with markers of genetic, epigenetic and proteomic origin might result in a marker tool worthwhile of being validated in large, prospective, randomized trials. Novel validated marker combinations have to be clinically applied to prove their putative role in complementing clinical techniques within the development of better detection concepts of esophageal cancer, improving patients' long-term prognosis by early and purposive therapy within individualized treatment concepts.
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Affiliation(s)
- Patrick S Plum
- University of Cologne, Department of General, Visceral and Cancer Surgery , Kerpener Str. 62, Cologne, 50937 , Germany +49 221 4786273 ; +49 221 4785076 ;
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Sun SJ, Feng L, Zhao GQ, Dong ZM. HAX-1 promotes the chemoresistance, invasion, and tumorigenicity of esophageal squamous carcinoma cells. Dig Dis Sci 2012; 57:1838-46. [PMID: 22451114 DOI: 10.1007/s10620-012-2108-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2011] [Accepted: 02/21/2012] [Indexed: 01/07/2023]
Abstract
BACKGROUND HAX-1 is an anti-apoptotic factor and regulates the expression of DNA pol β. Interestingly, DNA polymerase pol β is overexpressed in esophageal squamous cell carcinoma (ESCC). However, the functional role of HAX-1 in ESCC remains unclear. AIMS To investigate the role of HAX-1 in chemoresistance, invasion, and tumorigenicity of ESCC. METHODS Lentivirus-mediated overexpression or knockdown of HAX-1 was employed to establish ESCC EC9706 cell lines that expressed HAX-1 at different levels. The biological behaviors of these engineered cells were characterized in vitro and in vivo using a xenograft nude mice model. In addition, HAX-1 and pol β expression in the tumor tissues was detected by RT-PCR and immunohistochemistry. RESULTS HAX-1 overexpression promoted cell proliferation and resistance against cisplatin, increased cell invasion and suppressed apoptosis along with increased pol β expression. Conversely, HAX-1 knockdown inhibited the malignant phenotypes of EC9706 cells. The xenograft nude mice model demonstrated that HAX-1 overexpression or depletion led to increased or decreased tumor growth in vivo, respectively. Furthermore, a positive correlation of HAX-1 and pol β expression in the tumor tissues was observed. CONCLUSIONS HAX-1 promotes the proliferation, chemoresistance, invasion, and tumorigenicity of ESCC, and this is correlated with increased poly β expression. HAX-1 may represent a potential target to overcome the resistance and metastasis of ESCC.
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Affiliation(s)
- Sa-jia Sun
- Department of Pathophysiology, College of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan, People's Republic of China.
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Qi YJ, Chao WX, Chiu JF. An overview of esophageal squamous cell carcinoma proteomics. J Proteomics 2012; 75:3129-37. [PMID: 22564818 DOI: 10.1016/j.jprot.2012.04.025] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2012] [Revised: 03/30/2012] [Accepted: 04/18/2012] [Indexed: 12/12/2022]
Abstract
Esophageal squamous cell carcinoma (ESCC) still remains the leading cancer-caused mortality in northern China, in particular in areas nearby Taihang Mountain. Late-stage diagnosis of ESCC increases the mortality and morbidity of ESCC. Therefore, it is imperative to identify biomarkers for early diagnosis, monitoring of tumor progression and identifying potential therapeutic targets of ESCC. Proteomics provides a functional translation of the genome and represents a richer source for the functional description of diseases and biomarkers implicated in cancer. In this review, we discuss the dysregulated proteins associated with ESCC identified by proteomic approaches and aim to enhance our understanding of molecular mechanisms implicated in ESCC development and progression from a proteomics perspective and discuss the potential biomarkers of ESCC as well.
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Affiliation(s)
- Yi-Jun Qi
- Key Laboratory of Cellular and Molecular Immunology, Institute of Immunology, Medical School of Henan University, Kaifeng, Henan, P. R. China
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Liu J, Xie X, Zhou C, Peng S, Rao D, Fu J. Which factors are associated with actual 5-year survival of oesophageal squamous cell carcinoma? Eur J Cardiothorac Surg 2011; 41:e7-11. [PMID: 22219482 DOI: 10.1093/ejcts/ezr240] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
UNLABELLED OBJECTIVES; The demographic and clinicopathologic factors associated with 5-year survivors have not been well documented in oesophageal squamous cell carcinoma (OSCC). We evaluated factors predictive of actual 5-year survival in the present research. METHODS We analysed 1241 patients underwent oesophagectomy for invasive OSCC retrospectively. The demographic and clinicopathologic characteristics were compared between patients who were alive >5 years after oesophagectomy and patients who died within 5 years of oesophagectomy. RESULTS Univariate analysis showed significant differences between the two groups regarding 11 different factors. Further analysis by logistic regression showed that eight factors were identified as independent predictors of actual 5-year survival. CONCLUSIONS The independent positive predictors for actual 5-year survival are younger patients, female gender, absence of weight loss, R0 resection, lower pathological T stage, lower pathological N stage, higher histologic grade and more resected lymph nodes.
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Affiliation(s)
- Jingeng Liu
- Department of Thoracic Oncology, Cancer Center, Sun Yat-sen University, Guangzhou, PR China
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Zhang J, Wang K, Zhang J, Liu SS, Dai L, Zhang JY. Using proteomic approach to identify tumor-associated proteins as biomarkers in human esophageal squamous cell carcinoma. J Proteome Res 2011; 10:2863-72. [PMID: 21517111 DOI: 10.1021/pr200141c] [Citation(s) in RCA: 113] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Esophageal squamous cell carcinoma (ESCC) is one of the most common cancers in China. The lower survival rate of ESCC is attributed to late diagnosis and poor therapeutic efficacy; therefore, the identification of tumor-associated proteins as biomarkers for early diagnosis, and the discovery of novel targets for therapeutic intervention, seems very important for increasing the survival rate of ESCC. To identify tumor-associated proteins as biomarkers in ESCC, we have analyzed ESCC tissues and adjacent normal tissues by two-dimensional electrophoresis (2DE) and matrix-assisted laser desorption/ionization-time-of-flight mass spectrometry (MALDI-TOF MS) analysis. The results showed that a total of 104 protein spots with different expression levels were found on 2DE, and 47 proteins were eventually identified by MALDI-TOF MS. Among these identified proteins, 33 proteins including keratin 17 (KRT17), biliverdin reductase B (BLVRB), proteasome activator subunit 1 (PSME1), manganese superoxide dismutase (MnSOD), high-mobility group box-1(HMGB1), heat shock protein 70 (HSP70), peroxiredoxin (PRDX1), keratin 13 (KRT13), and so on were overexpressed, and 14 proteins including cystatin B (CSTB), tropomyosin 2 (TPM2), annexin 1 (ANX1), transgelin (TAGLN), keratin 19 (KRT19), stratifin (SFN), and so on were down-expressed in ESCC. Biological functions of these proteins are associated with cell proliferation, cell motility, protein folding, oxidative stress, and signal transduction. In the subsequent study using immunoassay on ESCC serum samples and tissue-array slides, two representative proteins, HSP70 and HMGB1, were selected as examples for the purpose of validation. The results showed that both HSP70 and HMGB1 can induce autoantibody response in ESCC sera and have higher expression in ESCC tissues. Especially, the frequency of antibodies to HSP70 in ESCC sera was significantly higher than that in normal human sera. The preliminary results suggest that some of these identified proteins might contribute to esophageal cell differentiation and carcinogenesis, certain proteins could be used as tumor-associated antigen (TAA) biomarkers in cancer diagnosis, and further studies on these identified proteins should provide more evidence of how these proteins are involved in carcinogenesis of ESCC.
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Affiliation(s)
- Jintao Zhang
- Henan key laboratory of Tumor Epidemiology & Proteomics Research Center, College of Public Health, Zhengzhou University, Zhengzhou, Henan, P.R. China
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