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Pan H, Fang H, Zhu C, Li S, Yi H, Zhang X, Yin X, Song Y, Chen D, Yin C. Molecular and immunological characteristics of postoperative relapse in lymph node-positive esophageal squamous cell cancer. Cancer Med 2024; 13:e7228. [PMID: 38733174 PMCID: PMC11087845 DOI: 10.1002/cam4.7228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 04/07/2024] [Accepted: 04/18/2024] [Indexed: 05/13/2024] Open
Abstract
BACKGROUND The molecular and immunological characteristics of primary tumors and positive lymph nodes in esophageal squamous cell carcinoma (ESCC) are unknown and the relationship with recurrence is unclear, which this study attempted to explore. METHODS A total of 30 ESCC patients with lymph node positive (IIB-IVA) were enrolled. Among them, primary tumor and lymph node specimens were collected from each patient, and subjected to 551-tumor-targeted DNA sequencing and 289-immuno-oncology RNA panel sequencing to identify the different molecular basis and immunological features, respectively. RESULTS The primary tumors exhibited a higher mutation burden than lymph nodes (p < 0.001). One-year recurrent ESCC exhibited a higher Mucin16 (MUC16) mutation rate (p = 0.038), as well as univariate and multivariate analysis revealed that MUC16 mutation is independent genetic factor associated with reduced relapse-free survival (univariate, HR: 5.39, 95% CI: 1.67-17.4, p = 0.005; multivariate, HR: 7.36, 95% CI: 1.79-30.23, p = 0.006). Transcriptomic results showed non-relapse group had higher cytolytic activity (CYT) score (p = 0.025), and was enriched in the IFN-α pathway (p = 0.036), while those in the relapsed group were enriched in the TNF-α/NF-κB (p = 0.001) and PI3K/Akt pathway (p = 0.014). CONCLUSION The difference in molecular characteristics between primary lesions and lymph nodes may be the cause of the inconsistent clinical outcomes. Mutations of MUC16 and poor immune infiltration are associated with rapid relapse of nodes-positive ESCC.
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Affiliation(s)
- Hua‐guang Pan
- Department of Thoracic SurgeryThe First Affiliated Hospital of Anhui Medical UniversityHefeiAnhuiChina
| | - Han‐lin Fang
- Department of Thoracic SurgeryThe First Affiliated Hospital of Anhui Medical UniversityHefeiAnhuiChina
| | - Chan Zhu
- Jiangsu Simcere Diagnostics Co., Ltd., Nanjing Simcere Medical Laboratory Science Co., Ltd.The State Key Lab of Translational Medicine and Innovative Drug DevelopmentNanjingChina
| | - Si Li
- Jiangsu Simcere Diagnostics Co., Ltd., Nanjing Simcere Medical Laboratory Science Co., Ltd.The State Key Lab of Translational Medicine and Innovative Drug DevelopmentNanjingChina
| | - Huan Yi
- Jiangsu Simcere Diagnostics Co., Ltd., Nanjing Simcere Medical Laboratory Science Co., Ltd.The State Key Lab of Translational Medicine and Innovative Drug DevelopmentNanjingChina
| | - Xing Zhang
- Jiangsu Simcere Diagnostics Co., Ltd., Nanjing Simcere Medical Laboratory Science Co., Ltd.The State Key Lab of Translational Medicine and Innovative Drug DevelopmentNanjingChina
| | - Xiang‐yu Yin
- Jiangsu Simcere Diagnostics Co., Ltd., Nanjing Simcere Medical Laboratory Science Co., Ltd.The State Key Lab of Translational Medicine and Innovative Drug DevelopmentNanjingChina
- Department of Biological SciencesXi'an Jiaotong‐Liverpool UniversitySuzhouChina
| | - Yun‐jie Song
- Jiangsu Simcere Diagnostics Co., Ltd., Nanjing Simcere Medical Laboratory Science Co., Ltd.The State Key Lab of Translational Medicine and Innovative Drug DevelopmentNanjingChina
| | - Dongsheng Chen
- Jiangsu Simcere Diagnostics Co., Ltd., Nanjing Simcere Medical Laboratory Science Co., Ltd.The State Key Lab of Translational Medicine and Innovative Drug DevelopmentNanjingChina
| | - Chun‐tong Yin
- Department of Thoracic SurgeryThe First Affiliated Hospital of Anhui Medical UniversityHefeiAnhuiChina
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Yin S, Zhao S, Li J, Liu K, Ma X, Zhang Z, Wang R, Tian J, Liu F, Song Y, Song M, Zhao R, Yang R, Lee MH, Dong Z. NUMA1 modulates apoptosis of esophageal squamous cell carcinoma cells through regulating ASK1-JNK signaling pathway. Cell Mol Life Sci 2023; 80:211. [PMID: 37462735 PMCID: PMC11071978 DOI: 10.1007/s00018-023-04854-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 05/30/2023] [Accepted: 07/01/2023] [Indexed: 07/21/2023]
Abstract
Esophageal squamous cell carcinoma (ESCC) is a common malignancy worldwide with a low survival rate due to a lack of therapeutic targets. Here, our results showed that nuclear mitotic apparatus protein 1 (NUMA1) transcript and protein levels are significantly upregulated in ESCC patient samples and its high expression predicated poor prognosis. Knock-down of NUMA1 promoted cell apoptosis and suppressed cell proliferation and colony formation. By using cell-derived xenograft (CDX) and patient-derived xenograft (PDX) mice models, we found silencing the NUMA1 expression suppressed tumor progression. In addition, conditional knocking-out of NUMA1 reduced 4NQO-induced carcinogenesis in mice esophagus, which further confirmed the oncogenic role of NUMA1 in ESCC. Mechanistically, from the immunoprecipitation assay we revealed that NUMA1 interacted with GSTP1 and TRAF2, promoted the association of TRAF2 with GSTP1 while inhibited the interaction of TRAF2 and ASK1, thus to regulate sustained activation of JNK. In summary, our findings suggest that NUMA1 plays an important role during ESCC progression and it functions through regulating ASK1-MKK4-SAPK/JNK signaling pathway.
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Affiliation(s)
- Shuying Yin
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, 450001, Henan, China
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
| | - Simin Zhao
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
- Affiliated Cancer Hospital of Zhengzhou University, Zhengzhou, China
| | - Jian Li
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
| | - Kangdong Liu
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, 450001, Henan, China
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
| | - Xinli Ma
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
| | - Zihan Zhang
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, 450001, Henan, China
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
| | - Rui Wang
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
| | - Jie Tian
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, 450001, Henan, China
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
| | - Fangfang Liu
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
- Research Center of Basic Medicine Sciences, School of Basic Medical Sciences, AMS, Zhengzhou University, Zhengzhou, 450001, China
| | - Yanming Song
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
| | - Mengqiu Song
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, 450001, Henan, China
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
| | - Ran Zhao
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, 450001, Henan, China
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
| | - Ran Yang
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China
| | - Mee-Hyun Lee
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, 450001, Henan, China.
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China.
- College of Korean Medicine, Dongshin University, Naju, Jeonnam, 58245, Republic of Korea.
| | - Zigang Dong
- Department of Pathophysiology, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, 450001, Henan, China.
- China-US (Henan) Hormel Cancer Institute, No.127, Dongming Road, Jinshui District, Zhengzhou, 450008, Henan, China.
- Department of Pathophysiology, School of Basic Medical Sciences, College of Medicine, Zhengzhou University, Zhengzhou, 450001, Henan, China.
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Liu F, Wu Q, Han W, Laster K, Hu Y, Ma F, Chen H, Tian X, Qiao Y, Liu H, Kim DJ, Dong Z, Liu K. Targeting integrin αvβ3 with indomethacin inhibits patient-derived xenograft tumour growth and recurrence in oesophageal squamous cell carcinoma. Clin Transl Med 2021; 11:e548. [PMID: 34709754 PMCID: PMC8552524 DOI: 10.1002/ctm2.548] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 08/06/2021] [Accepted: 08/09/2021] [Indexed: 01/04/2023] Open
Abstract
RATIONALE A high risk of post-operative recurrence contributes to the poor prognosis and low survival rate of oesophageal squamous cell carcinoma (ESCC) patients. Increasing experimental evidence suggests that integrin adhesion receptors, in particular integrin αv (ITGAV), are important for cancer cell survival, proliferation and migration. Therefore, targeting ITGAV may be a rational approach for preventing ESCC recurrence. MATERIALS AND METHODS Protein levels of ITGAV were determined in human ESCC tumour tissues using immunohistochemistry. MTT, propidium iodide staining, and annexin V staining were utilized to investigate cell viability, cell cycle progression, and induction of apoptosis, respectively. Computational docking was performed with the Schrödinger Suite software to visualize the interaction between indomethacin and ITGAV. Cell-derived xenograft mouse models, patient-derived xenograft (PDX) mouse models, and a humanized mouse model were employed for in vivo studies. RESULTS ITGAV was upregulated in human ESCC tumour tissues and increased ITGAV protein levels were associated with poor prognosis. ITGAV silencing or knockout suppressed ESCC cell growth and metastatic potential. Interestingly, we identified that indomethacin can bind to ITGAV and enhance synovial apoptosis inhibitor 1 (SYVN1)-mediated degradation of ITGAV. Integrin β3, one of the β subunits of ITGAV, was also decreased at the protein level in the indomethacin treatment group. Importantly, indomethacin treatment suppressed ESCC tumour growth and prevented recurrence in a PDX mouse model. Moreover, indomethacin inhibited the activation of cytokine TGFβ, reduced SMAD2/3 phosphorylation, and increased anti-tumour immune responses in a humanized mouse model. CONCLUSION ITGAV is a promising therapeutic target for ESCC. Indomethacin can attenuate ESCC growth through binding to ITGAV, promoting SYVN1-mediated ubiquitination of ITGAV, and potentiating cytotoxic CD8+ T cell responses.
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Affiliation(s)
- Fangfang Liu
- Department of PathophysiologySchool of Basic Medical SciencesChina‐US (Henan) Hormel Cancer InstituteAMS, College of MedicineZhengzhou UniversityZhengzhouChina
- China‐US (Henan) Hormel Cancer InstituteZhengzhouChina
| | - Qiong Wu
- Department of PathophysiologySchool of Basic Medical SciencesChina‐US (Henan) Hormel Cancer InstituteAMS, College of MedicineZhengzhou UniversityZhengzhouChina
- China‐US (Henan) Hormel Cancer InstituteZhengzhouChina
| | - Wei Han
- China‐US (Henan) Hormel Cancer InstituteZhengzhouChina
| | - Kyle Laster
- China‐US (Henan) Hormel Cancer InstituteZhengzhouChina
| | - Yamei Hu
- Department of PathophysiologySchool of Basic Medical SciencesChina‐US (Henan) Hormel Cancer InstituteAMS, College of MedicineZhengzhou UniversityZhengzhouChina
- China‐US (Henan) Hormel Cancer InstituteZhengzhouChina
| | - Fayang Ma
- Department of PathophysiologySchool of Basic Medical SciencesChina‐US (Henan) Hormel Cancer InstituteAMS, College of MedicineZhengzhou UniversityZhengzhouChina
- China‐US (Henan) Hormel Cancer InstituteZhengzhouChina
| | - Hanyong Chen
- Hormel InstituteUniversity of MinnesotaAustinMinnesotaUSA
| | - Xueli Tian
- Department of PathophysiologySchool of Basic Medical SciencesChina‐US (Henan) Hormel Cancer InstituteAMS, College of MedicineZhengzhou UniversityZhengzhouChina
- China‐US (Henan) Hormel Cancer InstituteZhengzhouChina
| | - Yan Qiao
- Department of PathophysiologySchool of Basic Medical SciencesChina‐US (Henan) Hormel Cancer InstituteAMS, College of MedicineZhengzhou UniversityZhengzhouChina
| | - Hui Liu
- China‐US (Henan) Hormel Cancer InstituteZhengzhouChina
| | - Dong Joon Kim
- China‐US (Henan) Hormel Cancer InstituteZhengzhouChina
| | - Zigang Dong
- Department of PathophysiologySchool of Basic Medical SciencesChina‐US (Henan) Hormel Cancer InstituteAMS, College of MedicineZhengzhou UniversityZhengzhouChina
- China‐US (Henan) Hormel Cancer InstituteZhengzhouChina
- State Key Laboratory of Esophageal Cancer Prevention and TreatmentZhengzhouChina
- Provincial Cooperative Innovation Center for Cancer ChemopreventionZhengzhou UniversityZhengzhouChina
- Cancer Chemoprevention International Collaboration LaboratoryZhengzhouChina
| | - Kangdong Liu
- Department of PathophysiologySchool of Basic Medical SciencesChina‐US (Henan) Hormel Cancer InstituteAMS, College of MedicineZhengzhou UniversityZhengzhouChina
- China‐US (Henan) Hormel Cancer InstituteZhengzhouChina
- State Key Laboratory of Esophageal Cancer Prevention and TreatmentZhengzhouChina
- Provincial Cooperative Innovation Center for Cancer ChemopreventionZhengzhou UniversityZhengzhouChina
- Cancer Chemoprevention International Collaboration LaboratoryZhengzhouChina
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Yang CS, Chen XL. Research on esophageal cancer: With personal perspectives from studies in China and Kenya. Int J Cancer 2021; 149:264-276. [PMID: 33270917 PMCID: PMC8141013 DOI: 10.1002/ijc.33421] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 11/17/2020] [Accepted: 11/18/2020] [Indexed: 12/11/2022]
Abstract
The most common form of esophageal cancer (EC), esophageal squamous cell carcinoma (ESCC), is prevalent in many unindustrialized societies, among people with lower socioeconomic status and those who frequently use tobacco and alcohol. In some areas, ESCC mortality ranked top among all cancer. In this review, we begin with discussions of the extensive research on EC in Linxian in northern China that started 60 years ago and the recent studies in Kenya from our personal perspectives. Based on the results obtained from these studies and information from the literature, we summarize our current understanding about the risk factors for ESCC including lifestyle factors (smoking, alcohol, consumption of food and beverages at high temperature and other unhealthy habits), poor diet and nutritional insufficiencies and genetic susceptibility. Elimination or minimization of these environmental risk factors, as well as early detection and treatment of precancerous lesions, would be effective means for the prevention of ESCC. Current knowledge of molecular alterations in ESCC (gene mutations, hypermethylation and amplification or overexpression), as well as treatment of ESCC and the potential of targeted therapy, are also discussed. Finally, we propose effective approaches for the prevention of ESCC by adapting a healthy lifestyle, including a healthy diet that would also prevent other diseases. Community outreach, public education and international collaboration are important for achieving this public health goal.
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Affiliation(s)
- Chung S. Yang
- Department of Chemical BiologyErnest Mario School of Pharmacy, Rutgers, The State University of New JerseyPiscatawayNew JerseyUSA
| | - Xiaoxin Luke Chen
- Cancer Research Program, Julius L. Chambers Biomedical Biotechnology Research Institute, North Carolina Central UniversityDurhamNorth CarolinaUSA
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Distinct mutational backgrounds and clonal architectures implicated prognostic discrepancies in small-cell carcinomas of the esophagus and lung. Cell Death Dis 2021; 12:472. [PMID: 33980813 PMCID: PMC8115141 DOI: 10.1038/s41419-021-03754-0] [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: 01/16/2021] [Revised: 04/21/2021] [Accepted: 04/22/2021] [Indexed: 11/08/2022]
Abstract
Small-cell carcinoma of the esophagus (SCCE) is a rare and aggressive cancer. Although several consistent genomic changes were observed previously between SCCE and small-cell lung cancer (SCLC), detailed mutational landscapes revealing discrepancies in genetic underpinnings of tumorigenesis between these two cancers are scarce, and little attention has been paid to answer whether these genetic alterations were related to the prognosis. Herein by performing whole-exome sequencing of 48 SCCE and 64 SCLC tumor samples, respectively we have shown that the number of driver mutations in SCCE was significantly lower than in SCLC (p = 0.0042). In SCCE, 46% of recurrent driver mutations were clonal, which occurred at an early stage during tumorigenesis, while 16 driver mutations were found clonal in SCLC. NOTCH1/3, PIK3CA, and ATM were specifically clonal in SCCE, while TP53 was clonal in SCLC. The total number of clonal mutations differed between two cancers and presented lower in SCCE compared to SCLC (p = 0.0036). Moreover, overall survival (OS) was shorter in patients with higher numbers of clonal mutations for both cancers. In summary, SCCE showed distinct mutational background and clonal architecture compared with SCLC. Organ-specific clonal events revealed different molecular mechanisms underlying tumorigenesis, tumor development, patients’ prognosis, and possible variations in therapeutic outcomes to candidate treatments.
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Hegde M, Joshi MB. Comprehensive analysis of regulation of DNA methyltransferase isoforms in human breast tumors. J Cancer Res Clin Oncol 2021; 147:937-971. [PMID: 33604794 PMCID: PMC7954751 DOI: 10.1007/s00432-021-03519-4] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 01/10/2021] [Indexed: 12/14/2022]
Abstract
Significant reprogramming of epigenome is widely described during pathogenesis of breast cancer. Transformation of normal cell to hyperplastic cell and to neoplastic phenotype is associated with aberrant DNA (de)methylation, which, through promoter and enhancer methylation changes, activates oncogenes and silence tumor suppressor genes in variety of tumors including breast. DNA methylation, one of the major epigenetic mechanisms is catalyzed by evolutionarily conserved isoforms namely, DNMT1, DNMT3A and DNMT3B in humans. Over the years, studies have demonstrated intricate and complex regulation of DNMT isoforms at transcriptional, translational and post-translational levels. The recent findings of allosteric regulation of DNMT isoforms and regulation by other interacting chromatin modifying proteins emphasizes functional integrity and their contribution for the development of breast cancer and progression. DNMT isoforms are regulated by several intrinsic and extrinsic parameters. In the present review, we have extensively performed bioinformatics analysis of expression of DNMT isoforms along with their transcriptional and post-transcriptional regulators such as transcription factors, interacting proteins, hormones, cytokines and dietary elements along with their significance during pathogenesis of breast tumors. Our review manuscript provides a comprehensive understanding of key factors regulating DNMT isoforms in breast tumor pathology and documents unsolved issues.
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Affiliation(s)
- Mangala Hegde
- Manipal School of Life Sciences, Manipal Academy of Higher Education, Planetarium Complex, Manipal, 576104, India
| | - Manjunath B Joshi
- Manipal School of Life Sciences, Manipal Academy of Higher Education, Planetarium Complex, Manipal, 576104, India.
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Guan X, Yao Y, Bao G, Wang Y, Zhang A, Zhong X. Diagnostic model of combined ceRNA and DNA methylation related genes in esophageal carcinoma. PeerJ 2020; 8:e8831. [PMID: 32266120 PMCID: PMC7120044 DOI: 10.7717/peerj.8831] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Accepted: 03/02/2020] [Indexed: 02/06/2023] Open
Abstract
Esophageal cancer is a common malignant tumor in the world, and the aim of this study was to screen key genes related to the development of esophageal cancer using a variety of bioinformatics analysis tools and analyze their biological functions. The data of esophageal squamous cell carcinoma from the Gene Expression Omnibus (GEO) were selected as the research object, processed and analyzed to screen differentially expressed microRNAs (miRNAs) and differential methylation genes. The competing endogenous RNAs (ceRNAs) interaction network of differentially expressed genes was constructed by bioinformatics tools DAVID, String, and Cytoscape. Biofunctional enrichment analysis was performed using Gene Ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG). The expression of the screened genes and the survival of the patients were verified. By analyzing GSE59973 and GSE114110, we found three down-regulated and nine up-regulated miRNAs. The gene expression matrix of GSE120356 was calculated by Pearson correlation coefficient, and the 11696 pairs of ceRNA relation were determined. In the ceRNA network, 643 lncRNAs and 147 mRNAs showed methylation difference. Functional enrichment analysis showed that these differentially expressed genes were mainly concentrated in the FoxO signaling pathway and were involved in the corresponding cascade of calcineurin. By analyzing the clinical data in The Cancer Genome Atlas (TCGA) database, it was found that four lncRNAs had an important impact on the survival and prognosis of esophageal carcinoma patients. QRT-PCR was also conducted to identify the expression of the key lncRNAs (RNF217-AS1, HCP5, ZFPM2-AS1 and HCG22) in ESCC samples. The selected key genes can provide theoretical guidance for further research on the molecular mechanism of esophageal carcinoma and the screening of molecular markers.
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Affiliation(s)
- Xiaojiao Guan
- Department of Pathology, Second Affiliated Hospital, China Medical University, Shenyang, China
| | - Yao Yao
- Department of Thoracic Surgery, First Affiliated Hospital, China Medical University, Shenyang, China
| | - Guangyao Bao
- Department of Thoracic Surgery, First Affiliated Hospital, China Medical University, Shenyang, China
| | - Yue Wang
- First Affiliated Hospital, China Medical University, Shenyang, China
| | - Aimeng Zhang
- First Affiliated Hospital, China Medical University, Shenyang, China
| | - Xinwen Zhong
- Department of Thoracic Surgery, First Affiliated Hospital, China Medical University, Shenyang, China
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