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Zhou Y, Lei T, Tang Z, Guo P, Huang D, Luo Z, Luo L. Increased phosphorylation of AMPKα1 S485 in colorectal cancer and identification of PKCα as a responsible kinase. Cancer Lett 2024; 611:217418. [PMID: 39725146 DOI: 10.1016/j.canlet.2024.217418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 12/11/2024] [Accepted: 12/22/2024] [Indexed: 12/28/2024]
Abstract
The present study attempts to examine the biological effect of phosphorylation of AMPKα1 S485 and identify the responsible kinase in colon cancer cells. Thus, our results showed that S485 phosphorylation was increased in colorectal cancer specimens as compared with adjacent normal tissues, which was inversely correlated to phosphorylation of T172. Our study further revealed that phosphorylation of S485 on AMPKα1 plays a promoting role in cell proliferation, colony formation, migration and growth of Xenograft tumor. Furthermore, we identified PKCα as a kinase specific for phosphorylation of S485. First, under the basal condition, S485 phosphorylation was blunted by Gö6983, a pan PKC inhibitor, but not by Akt inhibitor, MK2206, although the latter countered off the insulin-stimulated phosphorylation. Second, the phosphorylation was enhanced by PMA and attenuated by sgRNA for PKCα, but not by PKCγ and PKCδ, neither by siRNA for Akt1. Third, the phosphorylation was suppressed by shRNA for PLCγ1. Fourth, the phosphorylation was enhanced by ectopically expressing a constitutively active mutant of PKCα, but not PKCγ. Finally, the increase of S485 phosphorylation by high glucose or palmitic acid was almost completely abolished by Gö6983. Altogether, our data reinforced the tumor suppressive function of AMPK and demonstrated that PKCα is a major kinase responsible for phosphorylation of S485, which contributes to one of the mechanisms underlying the regulation of AMPK in cancer cells in response to nutritional conditions.
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Affiliation(s)
- Yan Zhou
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Tingting Lei
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Zhimin Tang
- School of Basic Medical Sciences, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Pei Guo
- Department of Pathology, Shenzhen Hospital of Southern Medical University, Shenzhen, Guangdong, China
| | - Deqiang Huang
- Department of Gastroenterology, Jiangxi Provincial Key Laboratory of Digestive Diseases, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China
| | - Zhijun Luo
- Queen Mary School, Jiangxi Medical College, Nanchang University, 1299 Qianhu Avenue, Nanchang, Jiangxi, China.
| | - Linyu Luo
- Department of Gastroenterology, Jiangxi Provincial Key Laboratory of Digestive Diseases, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, China.
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Zhang J, Shi X, Wang M, Zhai R, Wang M, Gong Z, Ni Z, Xu T, Zhu W, Liu L. Identification of immunogenic cell death-related damage-related molecular patterns (DAMPs) to predict outcomes in patients with head and neck squamous cell carcinoma. J Cancer Res Clin Oncol 2024; 150:240. [PMID: 38713284 PMCID: PMC11076381 DOI: 10.1007/s00432-024-05779-2] [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: 11/18/2023] [Accepted: 05/03/2024] [Indexed: 05/08/2024]
Abstract
PURPOSE Head and neck cancer is the sixth most common type of cancer worldwide, wherein the immune responses are closely associated with disease occurrence, development, and prognosis. Investigation of the role of immunogenic cell death-related genes (ICDGs) in adaptive immune response activation may provide cues into the mechanism underlying the outcome of HNSCC immunotherapy. METHODS ICDGs expression patterns in HNSCC were analyzed, after which consensus clustering in HNSCC cohort conducted. A 4-gene prognostic model was constructed through LASSO and Cox regression analyses to analyze the prognostic index using the TCGA dataset, followed by validation with two GEO datasets. The distribution of immune cells and the response to immunotherapy were compared between different risk subtypes through multiple algorithms. Moreover, immunohistochemical (IHC) analyses were conducted to validate the prognostic value of HSP90AA1 as a predictor of HNSCC patient prognosis. In vitro assays were performed to further detect the effect of HSP90AA1 in the development of HNSCC. RESULTS A novel prognostic index based on four ICDGs was constructed and proved to be useful as an independent factor of HNSCC prognosis. The risk score derived from this model grouped patients into high- and low-risk subtypes, wherein the high-risk subtype had worse survival outcomes and poorer immunotherapy response. IHC analysis validated the applicability of HSP90AA1 as a predictor of prognosis of HNSCC patients. HSP90AA1 expression in tumor cells promotes the progression of HNSCC. CONCLUSIONS Together, these results highlight a novel four-gene prognostic signature as a valuable tool to assess survival status and prognosis of HNSCC patients.
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Affiliation(s)
- Jiayi Zhang
- Department of Basic Science of Stomatology, The Affiliated Stomatological Hospital of Nanjing Medical University, Jiangsu, China
- State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases, Nanjing Medical University, Jiangsu, China
- Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing Medical University, Jiangsu, China
| | - Xinzhan Shi
- Department of Basic Science of Stomatology, The Affiliated Stomatological Hospital of Nanjing Medical University, Jiangsu, China
- State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases, Nanjing Medical University, Jiangsu, China
- Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing Medical University, Jiangsu, China
| | - Mengqi Wang
- Department of Basic Science of Stomatology, The Affiliated Stomatological Hospital of Nanjing Medical University, Jiangsu, China
- State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases, Nanjing Medical University, Jiangsu, China
- Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing Medical University, Jiangsu, China
| | - Rundong Zhai
- Department of Basic Science of Stomatology, The Affiliated Stomatological Hospital of Nanjing Medical University, Jiangsu, China
- State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases, Nanjing Medical University, Jiangsu, China
- Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing Medical University, Jiangsu, China
| | - Mengyao Wang
- Department of Basic Science of Stomatology, The Affiliated Stomatological Hospital of Nanjing Medical University, Jiangsu, China
- State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases, Nanjing Medical University, Jiangsu, China
- Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing Medical University, Jiangsu, China
| | - Zizhen Gong
- Department of Basic Science of Stomatology, The Affiliated Stomatological Hospital of Nanjing Medical University, Jiangsu, China
- State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases, Nanjing Medical University, Jiangsu, China
- Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing Medical University, Jiangsu, China
| | - Zihui Ni
- Department of Basic Science of Stomatology, The Affiliated Stomatological Hospital of Nanjing Medical University, Jiangsu, China
- State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases, Nanjing Medical University, Jiangsu, China
- Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing Medical University, Jiangsu, China
| | - Teng Xu
- Department of Oral and Maxillofacial Surgery, The Affiliated Stomatological Hospital of Nanjing Medical University, Jiangsu, China
- State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases, Nanjing Medical University, Jiangsu, China
- Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing Medical University, Jiangsu, China
| | - Weiwen Zhu
- Department of Basic Science of Stomatology, The Affiliated Stomatological Hospital of Nanjing Medical University, Jiangsu, China
- State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases, Nanjing Medical University, Jiangsu, China
- Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing Medical University, Jiangsu, China
| | - Laikui Liu
- Department of Basic Science of Stomatology, The Affiliated Stomatological Hospital of Nanjing Medical University, Jiangsu, China.
- State Key Laboratory Cultivation Base of Research, Prevention and Treatment for Oral Diseases, Nanjing Medical University, Jiangsu, China.
- Jiangsu Province Engineering Research Center of Stomatological Translational Medicine, Nanjing Medical University, Jiangsu, China.
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Mashayekh-Poul R, Azimzadeh-Irani M, Masoomi-Nomandan SZ. Structural arrangement of the active back-to-back dimer in N-glycosylated ErbB receptors is regulated by heterodimerization. MOLECULAR BIOLOGY RESEARCH COMMUNICATIONS 2023; 12:95-107. [PMID: 37525663 PMCID: PMC10387173 DOI: 10.22099/mbrc.2023.47147.1822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/02/2023]
Abstract
The human epidermal growth factor receptor (EGFR/ErbB) family consists of four members (ErbB1-4) and belongs to the superfamily of receptor tyrosine kinases (RTKs). The ErbB family members participate in multiple cellular pathways and are the key players in several cancers (brain, breast, lung etc.). Activation of these family members depends on their extracellular domains forming back-to-back hetero/homo dimers. Moreover, dimers are glycosylated, which is a crucial post-translational modification that affects the conformation and function of the protein. Here, molecular modeling and molecular docking are used to comprehensively investigate the dimerization mechanism in glycosylated back-to-back active dimer formation in the entire ErbB receptors for the first time. Results showed that 21 out of 37 clusters of active back-to-back dimers formed by all family members are through heterodimerization. Including; ErbB1-ErbB3/ErbB4, ErbB2-ErbB3/ErbB4 and ErbB3-ErbB4. Ranking ErbB2-ErbB3 as the most stabilized back-to-back dimeric construct. While glycan arrangements favor both homo/hetero dimerization at the dimeric interfaces, it promotes heterodimerization by stabilizing and packing the ligand binding sites of EGFR and ErbB2 respectively. These findings pave the path to future heterodimeric interface/glycan targeting rational anti-cancer drug designs for ErbB receptors.
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Affiliation(s)
| | - Maryam Azimzadeh-Irani
- Corresponding Author: Faculty of Life Sciences and Biotechnology, Shahid Beheshti University, Tehran, Iran. Tel: +98 21 29901 Fax:+98 21 22431919;
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Xiao J, Liu Q, Wu W, Yuan Y, Zhou J, Shi J, Zhou S. Elevated Ras related GTP binding B (RRAGB) expression predicts poor overall survival and constructs a prognostic nomogram for colon adenocarcinoma. Bioengineered 2021; 12:4620-4632. [PMID: 34320917 PMCID: PMC8806650 DOI: 10.1080/21655979.2021.1956402] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Currently, no articles have explored the roles of RRAGB gene in the occurrence and development of cancer. By means of The Cancer Genome Atlas (TCGA) data mining, we found that this gene might be a novel prognostic predictor for colon adenocarcinoma (COAD). Hence, this article was carried out to explore its roles in COAD and associations with immunity. RRAGB single-gene expression matrix and corresponding clinical information were extracted from TCGA database. Univariate/multivariate cox regression analyses and gene set enrichment analysis (GSEA) were utilized to identify independent prognostic factors and RRAGB related pathways, respectively. Relationships between RRAGB and immunity were also analyzed. Boxplot and K-M survival analysis indicated that RRAGB was not only differently expressed in COAD (P < 0.05), but also significantly associated with overall survival (OS; P < 0.05). Univariate and multivariate Cox hazard regression analyses indicated that RRAGB could serve as an independent prognostic factor for COAD (both P < 0.05). GSEA identified five signaling pathways significantly enriched in the high-RRAGB expression phenotype. Moreover, a RRAGB-based nomogram was successfully constructed and displayed a satisfactory performance. In addition, RRAGB expression was found to be significantly associated with microsatellite instability (MSI), tumor mutational burden (TMB) and immunity. Our results revealed that RRAGB could be a prognostic biomarker for COAD in terms of OS and markedly related to MSI, TMB, and immunity. We also constructed an RRAGB-based nomogram with a satisfactory performance. Further researches should be carried out to validate our findings.
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Affiliation(s)
- Jianjia Xiao
- Department of General Surgery, Taizhou Hospital of Traditional Chinese Medicine, Taizhou, Jiangsu Province, China
| | - Qingqing Liu
- Department of Gastroenterology, Affiliated Hospital NO.2 Of Nantong University, Nantong, Jiangsu Province, China
| | - Weijie Wu
- Department of Orthopedics, The Sixth People's Hospital of Nantong, Medical College of Nantong University, Nantong, Jiangsu Province, China
| | - Ying Yuan
- Department of Geriatrics, Taizhou Second People's Hospital, Taizhou, Jiangsu Province, China
| | - Jie Zhou
- Department of General Surgery, Taizhou Hospital of Traditional Chinese Medicine, Taizhou, Jiangsu Province, China
| | - Jieyu Shi
- Department of Neurology, Taizhou Hospital of Traditional Chinese Medicine, Taizhou, Jiangsu Province, China
| | - Shaorong Zhou
- Department of General Surgery, Taizhou Hospital of Traditional Chinese Medicine, Taizhou, Jiangsu Province, China
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Xiang S, Ma Y, Shen J, Zhao Y, Wu X, Li M, Yang X, Kaboli PJ, Du F, Ji H, Zheng Y, Li X, Li J, Wen Q, Xiao Z. m 5C RNA Methylation Primarily Affects the ErbB and PI3K-Akt Signaling Pathways in Gastrointestinal Cancer. Front Mol Biosci 2020; 7:599340. [PMID: 33365328 PMCID: PMC7750483 DOI: 10.3389/fmolb.2020.599340] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 10/28/2020] [Indexed: 12/22/2022] Open
Abstract
5-Methylcytosine (m5C) is a kind of methylation modification that occurs in both DNA and RNA and is present in the highly abundant tRNA and rRNA. It has an important impact on various human diseases including cancer. The function of m5C is modulated by regulatory proteins, including methyltransferases (writers) and special binding proteins (readers). This study aims at comprehensive study of the m5C RNA methylation-related genes and the main pathways under m5C RNA methylation in gastrointestinal (GI) cancer. Our result showed that the expression of m5C writers and reader was mostly up-regulated in GI cancer. The NSUN2 gene has the highest proportion of mutations found in GI cancer. Importantly, in liver cancer, higher expression of almost all m5C regulators was significantly associated with lower patient survival rate. In addition, the expression level of m5C-related genes is significantly different at various pathological stages. Finally, we have found through bioinformatics analysis that m5C regulatory proteins are closely related to the ErbB/PI3K–Akt signaling pathway and GSK3B was an important target for m5C regulators. Besides, the compound termed streptozotocin may be a key candidate drug targeting on GSK3B for molecular targeted therapy in GI cancer.
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Affiliation(s)
- Shixin Xiang
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Luzhou, China
| | - Yongshun Ma
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Luzhou, China
| | - Jing Shen
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Luzhou, China
| | - Yueshui Zhao
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Luzhou, China
| | - Xu Wu
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Luzhou, China
| | - Mingxing Li
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Luzhou, China
| | - Xiao Yang
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China
| | - Parham Jabbarzadeh Kaboli
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Luzhou, China
| | - Fukuan Du
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Luzhou, China
| | - Huijiao Ji
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Luzhou, China
| | - Yuan Zheng
- Neijiang Health and Health Vocational College, Neijiang, China
| | - Xiang Li
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China
| | - Jing Li
- Department of Oncology and Hematology, Hospital (T.C.M.) Affiliated to Southwest Medical University, Luzhou, China
| | - Qinglian Wen
- Department of Oncology, Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Zhangang Xiao
- Laboratory of Molecular Pharmacology, Department of Pharmacology, School of Pharmacy, Southwest Medical University, Luzhou, China.,South Sichuan Institute of Translational Medicine, Luzhou, China
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Li YK, Zou J, Ye DM, Zeng Y, Chen CY, Luo GF, Zeng X. Human p21-activated kinase 5 (PAK5) expression and potential mechanisms in relevant cancers: Basic and clinical perspectives for molecular cancer therapeutics. Life Sci 2019; 241:117113. [PMID: 31805288 DOI: 10.1016/j.lfs.2019.117113] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 11/20/2019] [Accepted: 11/26/2019] [Indexed: 01/19/2023]
Abstract
An oncogenic role, p21-activated kinase 5 (PAK5), has proven as a significant mediator for many cellular progression, which is expressed highly in human organs such as lung, liver, kidney, blood vessels endothelial cells and inflammatory cells. PAK5 was primitively detected in the cerebrum and accelerated the filopodia formation in neurocytes. It can reverse the effect of Rho and adjust its activity to mediate maintenance and development of nerve axon by binding with Cdc42-GTP. Moreover, PAK5 has been suggested to mediate protean, multitudinous and inscrutable functions in cancer. Currently, many researches indicated that PAK5 was dysregulated in ovarian cancer, cervical cancer, melanoma, osteosarcoma, renal carcinoma, breast cancer, gastric cancer and so on, which was involved in cell proliferation, apoptosis, migration and invasion. This review focuses the latest knowledge on the structure, expression, signalling pathway of PAK5, emphasizing its function in cancer.
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Affiliation(s)
- Yu-Kun Li
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, PR China
| | - Juan Zou
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, PR China
| | - Dong-Mei Ye
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, PR China
| | - Ying Zeng
- School of Nursing, University of South China, Hengyang, Hunan 421001, PR China
| | - Chang-Ye Chen
- Department of Gynecology, The First Affiliated Hospital of University of South China, Hengyang, Hunan 410011, PR China
| | - Gui-Fang Luo
- Department of Gynecology, The First Affiliated Hospital of University of South China, Hengyang, Hunan 410011, PR China.
| | - Xi Zeng
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, University of South China, Hengyang, Hunan 421001, PR China; Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, Hunan 421001, PR China.
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Dong W, Cao Z, Pang Y, Feng T, Tian H. CARF, As An Oncogene, Promotes Colorectal Cancer Stemness By Activating ERBB Signaling Pathway. Onco Targets Ther 2019; 12:9041-9051. [PMID: 31802911 PMCID: PMC6830361 DOI: 10.2147/ott.s225733] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Accepted: 10/14/2019] [Indexed: 12/27/2022] Open
Abstract
Introduction The role of CARF, a calcium-responsive transcription factor, in colorectal cancer initiation and development is still unknown. Here, we report that CARF promotes colorectal cancer stemness through ERBB signaling pathway. Materials and methods Both colorectal cancer cell lines and primary cells were used in this study. The levels of target mRNA and protein in the cells were examined by qRT-PCR and Western blot. Gene manipulation was achieved by the lentivirus delivery system. Luciferase reporter gene assay was employed to analyze the transcriptional activity of the promoter. ChIP assay was performed for the examination of the binding between CARF and the promoters of MAPK8 and JUN. Kaplan-Meier survival curve was generated by the R2 program. Correlation analysis was performed using Spearman correlation analysis. Results Aberrant upregulation of CARF has been found in tumor tissues of colorectal cancer patients and associated with poor prognosis. Ectopic expression of CARF promoted the sphere-formation activities, as well as the expression of stem cell markers in colorectal cancer cells and knockdown of CARF, inhibited these activities. The mechanistic analysis showed that CARF directly binds to the promoter of MAPK8 and JUN, promotes the expression of MAPK8 and JUN, activates the ERBB signaling pathway, and thereby promotes the maintenance of the stemness in colorectal cancer cells. Conclusion CARF, as an oncogene, promotes colorectal cancer stemness by activating ERBB signaling pathway. The ERBB signaling pathway that serves as the main downstream effector of CARF could be an efficient drug target for colorectal cancer caused by aberrant expression of CARF.
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Affiliation(s)
- Weiyi Dong
- Department of Pathology, Heze Municipal Hospital, Heze City, Shandong 274031, People's Republic of China
| | - Zheng Cao
- Department of Pathology, Juye County People's Hospital, Heze City, Shandong 274900, People's Republic of China
| | - Yanmin Pang
- Department of Intensive Care Unit, Heze Municipal Hospital, Heze City, Shandong 274031, People's Republic of China
| | - Teng Feng
- Department of Pathology, Heze Municipal Hospital, Heze City, Shandong 274031, People's Republic of China
| | - Hongtao Tian
- Department of Pathology, Heze Municipal Hospital, Heze City, Shandong 274031, People's Republic of China
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Sayagués JM, Corchete LA, Gutiérrez ML, Sarasquete ME, Del Mar Abad M, Bengoechea O, Fermiñán E, Anduaga MF, Del Carmen S, Iglesias M, Esteban C, Angoso M, Alcazar JA, García J, Orfao A, Muñoz-Bellvis L. Genomic characterization of liver metastases from colorectal cancer patients. Oncotarget 2018; 7:72908-72922. [PMID: 27662660 PMCID: PMC5341953 DOI: 10.18632/oncotarget.12140] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Accepted: 09/13/2016] [Indexed: 01/09/2023] Open
Abstract
Metastatic dissemination is the most frequent cause of death of sporadic colorectal cancer (sCRC) patients. Genomic abnormalities which are potentially characteristic of such advanced stages of the disease are complex and so far, they have been poorly described and only partially understood. We evaluated the molecular heterogeneity of sCRC tumors based on simultaneous assessment of the overall GEP of both coding mRNA and non-coding RNA genes in primary sCRC tumor samples from 23 consecutive patients and their paired liver metastases. Liver metastases from the sCRC patients analyzed, systematically showed deregulated transcripts of those genes identified as also deregulated in their paired primary colorectal carcinomas. However, some transcripts were found to be specifically deregulated in liver metastases (vs. non-tumoral colorectal tissues) while expressed at normal levels in their primary tumors, reflecting either an increased genomic instability of metastatic cells or theiradaption to the liver microenvironment. Newly deregulated metastatic transcripts included overexpression of APOA1, HRG, UGT2B4, RBP4 and ADH4 mRNAS and the miR-3180-3p, miR-3197, miR-3178, miR-4793 and miR-4440 miRNAs, together with decreased expression of the IGKV1-39, IGKC, IGKV1-27, FABP4 and MYLK mRNAS and the miR-363, miR-1, miR-143, miR-27b and miR-28-5p miRNAs. Canonical pathways found to be specifically deregulated in liver metastatic samples included multiple genes related with intercellular adhesion and the metastatic processes (e.g., IGF1R, PIK3CA, PTEN and EGFR), endocytosis (e.g., the PDGFRA, SMAD2, ERBB3, PML and FGFR2), and the cell cycle (e.g., SMAD2, CCND2, E2F5 and MYC). Our results also highlighted the activation of genes associated with the TGFβ signaling pathway, -e.g. RHOA, SMAD2, SMAD4, SMAD5, SMAD6, BMPR1A, SMAD7 and MYC-, which thereby emerge as candidate genes to play an important role in CRC tumor metastasis.
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Affiliation(s)
- José María Sayagués
- Cytometry Service-NUCLEUS, Department of Medicine, Cancer Research Center, IBMCC-CSIC/USAL and IBSAL, University of Salamanca, Salamanca, Spain
| | - Luís Antonio Corchete
- Cáncer Research Center and Service of Hematology, University Hospital of Salamanca, Salamanca, Spain
| | - María Laura Gutiérrez
- Cytometry Service-NUCLEUS, Department of Medicine, Cancer Research Center, IBMCC-CSIC/USAL and IBSAL, University of Salamanca, Salamanca, Spain
| | - Maria Eugenia Sarasquete
- Cáncer Research Center and Service of Hematology, University Hospital of Salamanca, Salamanca, Spain
| | - María Del Mar Abad
- Department of Pathology, University Hospital of Salamanca, Salamanca, Spain
| | - Oscar Bengoechea
- Department of Pathology, University Hospital of Salamanca, Salamanca, Spain
| | - Encarna Fermiñán
- Genomics Unit, Cancer Research Center, IBMCC-CSIC/USAL, Salamanca, Spain
| | - María Fernanda Anduaga
- Service of General and Gastrointestinal Surgery and IBSAL, University Hospital of Salamanca, Salamanca, Spain
| | - Sofia Del Carmen
- Department of Pathology, University Hospital of Salamanca, Salamanca, Spain
| | - Manuel Iglesias
- Service of General and Gastrointestinal Surgery and IBSAL, University Hospital of Salamanca, Salamanca, Spain
| | - Carmen Esteban
- Service of General and Gastrointestinal Surgery and IBSAL, University Hospital of Salamanca, Salamanca, Spain
| | - María Angoso
- Service of General and Gastrointestinal Surgery and IBSAL, University Hospital of Salamanca, Salamanca, Spain
| | - Jose Antonio Alcazar
- Service of General and Gastrointestinal Surgery and IBSAL, University Hospital of Salamanca, Salamanca, Spain
| | - Jacinto García
- Service of General and Gastrointestinal Surgery and IBSAL, University Hospital of Salamanca, Salamanca, Spain
| | - Alberto Orfao
- Cytometry Service-NUCLEUS, Department of Medicine, Cancer Research Center, IBMCC-CSIC/USAL and IBSAL, University of Salamanca, Salamanca, Spain
| | - Luís Muñoz-Bellvis
- Service of General and Gastrointestinal Surgery and IBSAL, University Hospital of Salamanca, Salamanca, Spain
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Innovative methods for biomarker discovery in the evaluation and development of cancer precision therapies. Cancer Metastasis Rev 2018; 37:125-145. [PMID: 29392535 DOI: 10.1007/s10555-017-9710-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The discovery of biomarkers able to detect cancer at an early stage, to evaluate its aggressiveness, and to predict the response to therapy remains a major challenge in clinical oncology and precision medicine. In this review, we summarize recent achievements in the discovery and development of cancer biomarkers. We also highlight emerging innovative methods in biomarker discovery and provide insights into the challenges faced in their evaluation and validation.
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10
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Singh MP, Rai S, Suyal S, Singh SK, Singh NK, Agarwal A, Srivastava S. Genetic and epigenetic markers in colorectal cancer screening: recent advances. Expert Rev Mol Diagn 2017; 17:665-685. [PMID: 28562109 DOI: 10.1080/14737159.2017.1337511] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
INTRODUCTION Colorectal cancer (CRC) is a heterogenous disease which develops from benign intraepithelial lesions known as adenomas to malignant carcinomas. Acquired alterations in Wnt signaling, TGFβ, MAPK pathway genes and clonal propagation of altered cells are responsible for this transformation. Detection of adenomas or early stage cancer in asymptomatic patients and better prognostic and predictive markers is important for improving the clinical management of CRC. Area covered: In this review, the authors have evaluated the potential of genetic and epigenetic alterations as markers for early detection, prognosis and therapeutic predictive potential in the context of CRC. We have discussed molecular heterogeneity present in CRC and its correlation to prognosis and response to therapy. Expert commentary: Molecular marker based CRC screening methods still fail to gain trust of clinicians. Invasive screening methods, molecular heterogeneity, chemoresistance and low quality test samples are some key challenges which need to be addressed in the present context. New sequencing technologies and integrated omics data analysis of individual or population cohort results in GWAS. MPE studies following a GWAS could be future line of research to establish accurate correlations between CRC and its risk factors. This strategy would identify most reliable biomarkers for CRC screening and management.
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Affiliation(s)
- Manish Pratap Singh
- a Department of Biotechnology , Motilal Nehru National Institute of Technology (MNNIT) Allahabad , India
| | - Sandhya Rai
- a Department of Biotechnology , Motilal Nehru National Institute of Technology (MNNIT) Allahabad , India
| | - Shradha Suyal
- a Department of Biotechnology , Motilal Nehru National Institute of Technology (MNNIT) Allahabad , India
| | - Sunil Kumar Singh
- a Department of Biotechnology , Motilal Nehru National Institute of Technology (MNNIT) Allahabad , India
| | - Nand Kumar Singh
- a Department of Biotechnology , Motilal Nehru National Institute of Technology (MNNIT) Allahabad , India
| | - Akash Agarwal
- b Department of Surgical Oncology , Dr. Ram Manohar Lohia Institute of Medical Sciences (DRMLIMS) , Lucknow , India
| | - Sameer Srivastava
- a Department of Biotechnology , Motilal Nehru National Institute of Technology (MNNIT) Allahabad , India
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Novel biotechnology approaches in colorectal cancer diagnosis and therapy. Biotechnol Lett 2017; 39:785-803. [DOI: 10.1007/s10529-017-2303-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2016] [Accepted: 02/07/2017] [Indexed: 12/17/2022]
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Zamani M, Hosseini SV, Mokarram P. Epigenetic biomarkers in colorectal cancer: premises and prospects. Biomarkers 2016; 23:105-114. [PMID: 27788596 DOI: 10.1080/1354750x.2016.1252961] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
CONTEXT Colorectal cancer is one of the most common cancers worldwide. Epigenetic alterations play an important role in the pathogenesis of the colorectal cancer. OBJECTIVE This review has focused on the most recent investigations, which has suggested potential epigenetic biomarkers in colorectal cancer. METHODS Evidences were achieved by searching online medical databases including Google scholar, Pubmed, Scopus and Science Direct. RESULTS Extensive studies have indicated that aberrant epigenetic modifications could serve as potential biomarkers for diagnosis, prognosis and prediction of colorectal cancer. CONCLUSION Advances in aberrant epigenetic modifications can open new avenues for exploration of reliable and robust biomarkers to improve the management of CRC patients.
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Affiliation(s)
- Mozhdeh Zamani
- a Colorectal Research Center , Shiraz University of Medical Sciences , Shiraz , IR Iran
| | - Seyed Vahid Hosseini
- a Colorectal Research Center , Shiraz University of Medical Sciences , Shiraz , IR Iran
| | - Pooneh Mokarram
- b Gasteroenterohepatology Research Center , Nemazee Hospital, School of Medicine, Shiraz University of Medical Sciences , Shiraz , Iran.,c Department of Biochemistry, Faculty of Medicine , Shiraz University of Medical Sciences , Shiraz , Iran
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Analysis of the interplay between methylation and expression reveals its potential role in cancer aetiology. Funct Integr Genomics 2016; 17:53-68. [PMID: 27819121 DOI: 10.1007/s10142-016-0533-9] [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: 03/18/2016] [Revised: 09/07/2016] [Accepted: 10/17/2016] [Indexed: 12/31/2022]
Abstract
With ongoing developments in technology, changes in DNA methylation levels have become prevalent to study cancer biology. Previous studies report that DNA methylation affects gene expression in a direct manner, most probably by blocking gene regulatory regions. In this study, we have studied the interplay between methylation and expression to improve our knowledge of cancer aetiology. For this purpose, we have investigated which genomic regions are of higher importance; hence, first exon, 5'UTR and 200 bp near the transcription start sites are proposed as being more crucial compared to other genomic regions. Furthermore, we have searched for a valid methylation level change threshold, and as a result, 25 % methylation change in previously determined genomic regions showed the highest inverse correlation with expression data. As a final step, we have examined the commonly affected genes and pathways by integrating methylation and expression information. Remarkably, the GPR115 gene and ErbB signalling pathway were found to be significantly altered for all cancer types in our analysis. Overall, combining methylation and expression information and identifying commonly affected genes and pathways in a variety of cancer types revealed new insights of cancer disease mechanisms. Moreover, compared to previous methylation-based studies, we have identified more important genomic regions and have defined a methylation change threshold level in order to obtain more reliable results. In addition to the novel analysis framework that involves the analysis of four different cancer types, our study exposes essential information regarding the contribution of methylation changes and its impact on cancer disease biology, which may facilitate the identification of new drug targets.
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Sokolova V, Crippa E, Gariboldi M. Integration of genome scale data for identifying new players in colorectal cancer. World J Gastroenterol 2016; 22:534-45. [PMID: 26811605 PMCID: PMC4716057 DOI: 10.3748/wjg.v22.i2.534] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Revised: 10/13/2015] [Accepted: 11/09/2015] [Indexed: 02/06/2023] Open
Abstract
Colorectal cancers (CRCs) display a wide variety of genomic aberrations that may be either causally linked to their development and progression, or might serve as biomarkers for their presence. Recent advances in rapid high-throughput genetic and genomic analysis have helped to identify a plethora of alterations that can potentially serve as new cancer biomarkers, and thus help to improve CRC diagnosis, prognosis, and treatment. Each distinct data type (copy number variations, gene and microRNAs expression, CpG island methylation) provides an investigator with a different, partially independent, and complementary view of the entire genome. However, elucidation of gene function will require more information than can be provided by analyzing a single type of data. The integration of knowledge obtained from different sources is becoming increasingly essential for obtaining an interdisciplinary view of large amounts of information, and also for cross-validating experimental results. The integration of numerous types of genetic and genomic data derived from public sources, and via the use of ad-hoc bioinformatics tools and statistical methods facilitates the discovery and validation of novel, informative biomarkers. This combinatory approach will also enable researchers to more accurately and comprehensively understand the associations between different biologic pathways, mechanisms, and phenomena, and gain new insights into the etiology of CRC.
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Daca-Roszak P, Pfeifer A, Żebracka-Gala J, Rusinek D, Szybińska A, Jarząb B, Witt M, Ziętkiewicz E. Impact of SNPs on methylation readouts by Illumina Infinium HumanMethylation450 BeadChip Array: implications for comparative population studies. BMC Genomics 2015; 16:1003. [PMID: 26607064 PMCID: PMC4659175 DOI: 10.1186/s12864-015-2202-0] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2015] [Accepted: 11/11/2015] [Indexed: 01/22/2023] Open
Abstract
Background Infinium HumanMethylation 450 BeadChip Arrays by Illumina (Illumina HM450K) are among the most popular CpG microarray platforms widely used in biological and medical research. Several recent studies highlighted the potentially confounding impact of the genomic variation on the results of methylation studies performed using Illumina’s Infinium methylation probes. However, the complexity of SNPs impact on the methylation level measurements (β values) has not been comprehensively described. Results In our comparative study of European and Asian populations performed using Illumina HM450K, we found that the majority of Infinium probes, which differentiated two examined groups, had SNPs in their target sequence. Characteristic tri-modal or bi-modal patterns of β values distribution among individual samples were observed for CpGs with SNPs in the first and second position, respectively. To better understand how SNPs affect methylation readouts, we investigated their impact in the context of SNP position and type, and of the Illumina probe type (Infinium I or II). Conclusions Our study clearly demonstrates that SNP variation existing in the genome, if not accounted for, may lead to false interpretation of the methylation signal differences suggested by some of the Illumina Infinium probes. In addition, it provides important practical clues for discriminating between differences due to the methylation status and to the genomic polymorphisms, based on the inspection of methylation readouts in individual samples. This approach is of special importance when Illumina Infinium assay is used for any comparative population studies, whether related to cancer, disease, ethnicity where SNP frequencies differentiate the studied groups.
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Affiliation(s)
| | - Aleksandra Pfeifer
- Department of Nuclear Medicine and Endocrine Oncology, Maria Skłodowska-Curie Memorial Cancer Center and Institute of Oncology, Gliwice Branch, Gliwice, Poland.
| | - Jadwiga Żebracka-Gala
- Department of Nuclear Medicine and Endocrine Oncology, Maria Skłodowska-Curie Memorial Cancer Center and Institute of Oncology, Gliwice Branch, Gliwice, Poland.
| | - Dagmara Rusinek
- Department of Nuclear Medicine and Endocrine Oncology, Maria Skłodowska-Curie Memorial Cancer Center and Institute of Oncology, Gliwice Branch, Gliwice, Poland.
| | | | - Barbara Jarząb
- Department of Nuclear Medicine and Endocrine Oncology, Maria Skłodowska-Curie Memorial Cancer Center and Institute of Oncology, Gliwice Branch, Gliwice, Poland.
| | - Michał Witt
- Institute of Human Genetics, Polish Academy of Sciences, Poznan, Poland. .,International Institute of Molecular and Cell Biology, Warsaw, Poland.
| | - Ewa Ziętkiewicz
- Institute of Human Genetics, Polish Academy of Sciences, Poznan, Poland.
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