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Liu X, Lin L, Cai Q, Sheng H, Zeng R, Zhao Y, Qiu X, Liu H, Huang L, Liang W, He J. Construction and Validation of a Prognostic Model Based on Novel Senescence-Related Genes in Non-Small Cell Lung Cancer Patients with Drug Sensitivity and Tumor Microenvironment. Adv Biol (Weinh) 2023; 7:e2300190. [PMID: 37518773 DOI: 10.1002/adbi.202300190] [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: 05/23/2023] [Revised: 07/11/2023] [Indexed: 08/01/2023]
Abstract
Cellular senescence contributes to cancer pathogenesis and immune regulation. Using the LASSO Cox regression, we developed a 12-gene prognostic signature for lung adenocarcinoma (LUAD) from The Cancer Genome Atlas (TCGA) and a Gene Expression Omnibus (GEO) dataset. We assessed gene expression, drug sensitivity, immune infiltration, and conducted cell line experiments. High-risk LUAD patients showed increased mortality risk and shorter survival (P < 0.001). Senescence-related gene analysis indicated differences in protein phosphorylation and DNA methylation between normal individuals and LUAD patients. The high-risk group showed a positive association with PD-L1 expression (P = 0.003). Single-cell sequencing data suggested PEBP1 might significantly impact T cell infiltration. We predicted potential sensitive compounds for 12 senescence genes and found GAPDH promoted cell line proliferation. We established a novel prognostic system based on a newly identified senescence gene. High-risk patients had elevated immunosuppressive markers, and PEBP1 might influence T cell infiltration significantly. GAPDH, expressed at higher levels in tumors, could affect cancer progression. Our drug prediction model may guide treatment selection.
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Affiliation(s)
- Xiwen Liu
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou, 510120, China
| | - Lixuan Lin
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou, 510120, China
- School of Clinical Medicine, Henan University, Kaifeng, 475000, China
| | - Qi Cai
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou, 510120, China
| | - Hongxu Sheng
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou, 510120, China
| | - Ruiqi Zeng
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou, 510120, China
- Nanshan School, Guangzhou Medical University, Jingxiu Road, Panyu District, Guangzhou, 511436, China
| | - Yi Zhao
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou, 510120, China
| | - Xinyi Qiu
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou, 510120, China
- First Clinical School, Guangzhou Medical University, Jingxiu Road, Panyu District, Guangzhou, 511436, China
| | - Huiting Liu
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou, 510120, China
| | - Linchong Huang
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou, 510120, China
| | - Wenhua Liang
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou, 510120, China
- The First People's Hospital of Zhaoqing, Zhaoqing, 526000, China
| | - Jianxing He
- Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou, 510120, China
- Southern Medical University, Guangzhou, 510120, China
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Wang J, Yu X, Cao X, Tan L, Jia B, Chen R, Li J. GAPDH: A common housekeeping gene with an oncogenic role in pan-cancer. Comput Struct Biotechnol J 2023; 21:4056-4069. [PMID: 37664172 PMCID: PMC10470192 DOI: 10.1016/j.csbj.2023.07.034] [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: 02/18/2023] [Revised: 07/23/2023] [Accepted: 07/24/2023] [Indexed: 09/05/2023] Open
Abstract
Glyceraldehyde 3-phosphate dehydrogenase (GAPDH) is one of the most prominent housekeeping proteins and is widely used as an internal control in some semi-quantitative assays. In addition to glycolysis, GAPDH is involved in several cancer-related biological processes and has been reported to be commonly dysregulated in multiple cancer types. Therefore, its role in the physiological process of cancer needs to be urgently elucidated. Pan-cancer analysis indicated that GAPDH is ubiquitously highly expressed in most cancer types, and that patients with a high GAPDH expression of in tumor tissues have a poor prognosis. The concordance of GAPDH expression in tumors with the infiltration of immune cells and immune checkpoints implies a certain association between GAPDH and the tumor microenvironment as well as tumor development. Gene Set Enrichment Analysis revealed that GAPDH may contribute to multiple important cancer-related pathways and biological processes. Multi-omics analysis and in vitro cell experiments revealed that GAPDH overexpression is regulated by DNA copy number amplification and promoter methylation modification. Importantly, a transcription factor, forkhead box M1 (FOXM1), which is capable of regulating GAPDH expression, was also identified and was confirmed to be an oncogene and ubiquitously highly expressed in multiple cancer types. Semi-quantitative chromatin immunoprecipitation, quantitative PCR, and dual-luciferase assays showed that FOXM1 mainly binds to the promoter region of GAPDH in two cancer cell lines. The present findings revealed the implication of GAPDH in tumor development, thus bringing attention to this important molecule and casting doubts on its role as an internal reference gene in cancer studies.
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Affiliation(s)
- Jin Wang
- Department of Toxicology, School of Public Health, Suzhou Medical College of Soochow University, Soochow University, 199 Ren'ai Road, Suzhou, 215123, China
| | - Xueting Yu
- Department of Toxicology, School of Public Health, Suzhou Medical College of Soochow University, Soochow University, 199 Ren'ai Road, Suzhou, 215123, China
| | - Xiyuan Cao
- Department of Toxicology, School of Public Health, Suzhou Medical College of Soochow University, Soochow University, 199 Ren'ai Road, Suzhou, 215123, China
| | - Lirong Tan
- Department of Toxicology, School of Public Health, Suzhou Medical College of Soochow University, Soochow University, 199 Ren'ai Road, Suzhou, 215123, China
| | - Beibei Jia
- Department of Toxicology, School of Public Health, Suzhou Medical College of Soochow University, Soochow University, 199 Ren'ai Road, Suzhou, 215123, China
| | - Rui Chen
- Department of Respiratory Medicine, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, 215004, China
| | - Jianxiang Li
- Department of Toxicology, School of Public Health, Suzhou Medical College of Soochow University, Soochow University, 199 Ren'ai Road, Suzhou, 215123, China
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Strauss P, Mikkelsen H, Furriol J. Variable expression of eighteen common housekeeping genes in human non-cancerous kidney biopsies. PLoS One 2021; 16:e0259373. [PMID: 34882702 PMCID: PMC8659319 DOI: 10.1371/journal.pone.0259373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Accepted: 10/18/2021] [Indexed: 11/24/2022] Open
Abstract
Housekeeping, or reference genes (RGs) are, by definition, loci with stable expression profiles that are widely used as internal controls to normalize mRNA levels. However, due to specific events, such as pathological changes, or technical procedures, their expression might be altered, failing to fulfil critical normalization pre-requisites. To identify RG genes suitable as internal controls in human non-cancerous kidney tissue, we selected 18 RG candidates based on previous data and screen them in 30 expression datasets (>800 patients), including our own, publicly available or provided by independent groups. Datasets included specimens from patients with hypertensive and diabetic nephropathy, Fabry disease, focal segmental glomerulosclerosis, IgA nephropathy, membranous nephropathy, and minimal change disease. We examined both microdissected and whole section-based datasets. Expression variability of 4 candidate genes (YWHAZ, SLC4A1AP, RPS13 and ACTB) was further examined by qPCR in biopsies from patients with hypertensive nephropathy (n = 11) and healthy controls (n = 5). Only YWHAZ gene expression remained stable in all datasets whereas SLC4A1AP was stable in all but one Fabry dataset. All other RGs were differentially expressed in at least 2 datasets, and in 4.5 datasets on average. No differences in YWHAZ, SLC4A1AP, RPS13 and ACTB gene expression between hypertensive and control biopsies were detected by qPCR. Although RGs suitable to all techniques and tissues are unlikely to exist, our data suggest that in non-cancerous kidney biopsies expression of YWHAZ and SLC4AIAP genes is stable and suitable for normalization purposes.
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Affiliation(s)
- Philipp Strauss
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
- * E-mail:
| | - Håvard Mikkelsen
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Jessica Furriol
- Department of Medicine, Haukeland University Hospital, Bergen, Norway
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Zhang Z, Li Q, Wang F, Ma B, Meng Y, Zhang Q. Identifying Hypoxia Characteristics to Stratify Prognosis and Assess the Tumor Immune Microenvironment in Renal Cell Carcinoma. Front Genet 2021; 12:606816. [PMID: 34194463 PMCID: PMC8238406 DOI: 10.3389/fgene.2021.606816] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 05/05/2021] [Indexed: 12/24/2022] Open
Abstract
Background: Renal cell carcinoma (RCC) is a common malignant tumor worldwide, and immune checkpoint inhibitors are a new therapeutic option for metastatic RCC. Infiltrating immune cells in the tumor microenvironment (TME) play a critical part in RCC biology, which is important for tumor therapy and prediction. Hypoxia is a common condition that occurs in the TME and may lead to RCC immunosuppression and immune escape. This study was conducted to analyze the extent of the hypoxia immune microenvironment in the TME of RCC and develop a hypoxia-related risk model for predicting the prognosis of patients with RCC. Methods: The gene expression profiles of 526 patients with RCC were downloaded from The Cancer Genome Atlas database. Combined with the hallmark-hypoxia gene dataset downloaded from Gene Set Enrichment Analysis, prognosis-related hypoxia genes were selected by survival analysis. A protein–protein interaction network and functional enrichment analysis were performed. A hypoxia-related risk model predicting the prognosis of patients with RCC was established using the least absolute shrinkage and selection operator. Data of 91 cases downloaded from the International Cancer Genome Consortium (ICGC) database were used for validation. CIBERSORT was applied to analyze the fractions of 22 immune cell types in the TME of RCC between low- and high-risk groups. The expression profiles of immunomodulators and immunosuppressive cytokines were also analyzed. Results: Ninety-three genes were significantly associated with poor overall survival of patients with RCC and were mainly involved in 10 pathways. Using the established hypoxia-related risk model, the receiver operating characteristic curves showed an accuracy of 76.1% (95% CI: 0.719–0.804), and Cox proportional hazards regression analysis revealed that the model was an independent predictor of the prognosis of patients with RCC [hazard ratio (HR) = 2.884; 95% CI: 2.090–3.979] (p < 0.001). Using the ICGC database, we verified that the low-risk score group had a better overall survival outcome than the high-risk group. Additionally, dividing the hypoxia risk score into high-risk and low-risk groups could predict the immune microenvironment of RCC. Conclusions: We demonstrated that a hypoxia-related risk model can be used to predict the outcomes of patients with RCC and reflect the immune microenvironment of RCC, which may help improve the overall clinical response to immune checkpoint inhibitors.
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Affiliation(s)
- Zhenan Zhang
- Department of Urology, Peking University First Hospital, Beijing, China.,National Research Center for Genitourinary Oncology, Institute of Urology, Peking University, Beijing, China
| | - Qinhan Li
- Department of Urology, Peking University First Hospital, Beijing, China.,National Research Center for Genitourinary Oncology, Institute of Urology, Peking University, Beijing, China
| | - Feng Wang
- Department of Urology, People's Hospital of Tibet Autonomous Region, Lhasa, China
| | - Binglei Ma
- Department of Urology, Peking University First Hospital, Beijing, China.,National Research Center for Genitourinary Oncology, Institute of Urology, Peking University, Beijing, China
| | - Yisen Meng
- Department of Urology, Peking University First Hospital, Beijing, China.,National Research Center for Genitourinary Oncology, Institute of Urology, Peking University, Beijing, China
| | - Qian Zhang
- Department of Urology, Peking University First Hospital, Beijing, China.,National Research Center for Genitourinary Oncology, Institute of Urology, Peking University, Beijing, China
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Abstract
The single gene, single protein, single function hypothesis is increasingly becoming obsolete. Numerous studies have demonstrated that individual proteins can moonlight, meaning they can have multiple functions based on their cellular or developmental context. In this review, we discuss moonlighting proteins, highlighting the biological pathways where this phenomenon may be particularly relevant. In addition, we combine genetic, cell biological, and evolutionary perspectives so that we can better understand how, when, and why moonlighting proteins may take on multiple roles.
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Affiliation(s)
- Nadia Singh
- Department of Biology, University of Oregon, Eugene, Oregon 97403, USA;
| | - Needhi Bhalla
- Department of Molecular Cell and Developmental Biology, University of California, Santa Cruz, California 95064, USA;
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6
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Asiabi P, Ambroise J, Giachini C, Coccia ME, Bearzatto B, Chiti MC, Dolmans MM, Amorim CA. Assessing and validating housekeeping genes in normal, cancerous, and polycystic human ovaries. J Assist Reprod Genet 2020; 37:2545-2553. [PMID: 32729067 DOI: 10.1007/s10815-020-01901-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 07/23/2020] [Indexed: 12/13/2022] Open
Abstract
PURPOSE Housekeeping genes (HKGs), reference or endogenous control genes, are vital to normalize mRNA levels between different samples. Since using inappropriate HKGs can lead to unreliable results, selecting the proper ones is critical for gene expression studies. To this end, normal human ovaries, as well as those from patients diagnosed with ovarian endometrioid adenocarcinoma (OEA), ovarian mucinous adenocarcinoma (OMA), ovarian serous papillary carcinoma (OSPC), and polycystic ovary syndrome (PCOS), were used to identify the most suitable housekeeping genes. METHODS RNA was isolated from 5 normal human ovaries (52-79 years of age), 9 cancerous ovaries (3 OEA, 3 OMA, 3 OSPC; 49-75 years of age), and 4 PCOS ovaries (18-35 years of age) in women undergoing hysterectomy. cDNA was synthesized using a whole transcriptome kit, and quantitative real-time PCR was performed using TaqMan array 96-well plates containing 32 human endogenous controls in triplicate. RESULTS Among 32 HKGs studied, RPS17, RPL37A, PPIA, 18srRNA, B2M, RPLP0, RPLP30, HPRT1, POP4, CDKN1B, and ELF1 were selected as the best reference genes. CONCLUSIONS This study confirms recent investigations demonstrating that conventional HKGs, such as GAPDH and beta-actin, are not suitable reference genes for specific pathological conditions, emphasizing the importance of determining the best HKGs on a case-by-case basis and according to tissue type. Our results have identified reliable HKGs for studies of normal human ovaries and those affected by OEA, OMA, OSPC, or PCOS, as well as combined studies of control subjects vs. each cancer or PCOS group.
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Affiliation(s)
- P Asiabi
- Pôle de Recherche en Gynécologie, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Avenue Mounier 52, bte B1.52.02, 1200, Brussels, Belgium
| | - J Ambroise
- Centre de Technologies Moléculaires Appliquées, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, 1200, Brussels, Belgium
| | - C Giachini
- Department of Clinical and Experimental Biomedical Sciences, University of Florence, 50134, Florence, Italy
| | - M E Coccia
- Department of Clinical and Experimental Biomedical Sciences, University of Florence, 50134, Florence, Italy
| | - B Bearzatto
- Centre de Technologies Moléculaires Appliquées, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, 1200, Brussels, Belgium
| | - M C Chiti
- Pôle de Recherche en Gynécologie, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Avenue Mounier 52, bte B1.52.02, 1200, Brussels, Belgium
| | - M M Dolmans
- Pôle de Recherche en Gynécologie, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Avenue Mounier 52, bte B1.52.02, 1200, Brussels, Belgium
- Gynecology Department, Cliniques Universitaires Saint-Luc, 1200, Brussels, Belgium
| | - C A Amorim
- Pôle de Recherche en Gynécologie, Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Avenue Mounier 52, bte B1.52.02, 1200, Brussels, Belgium.
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7
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Li T, Tan X, Yang R, Miao Y, Zhang M, Xi Y, Guo R, Zheng M, Li B. Discovery of novel glyceraldehyde-3-phosphate dehydrogenase inhibitor via docking-based virtual screening. Bioorg Chem 2020; 96:103620. [PMID: 32028064 DOI: 10.1016/j.bioorg.2020.103620] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Revised: 12/22/2019] [Accepted: 01/22/2020] [Indexed: 01/02/2023]
Abstract
Glycolysis is enhanced in cancer cells. Cancer cells utilize glycolysis as their primary energy source, even under aerobic conditions. This is known as the Warburg effect. Thus, effective inhibition of the glycolytic pathway is a crucial component of cancer therapy. Glyceraldehyde-3-phosphate dehydrogenase (GAPDH) is an important enzyme in glycolysis and overexpresses in cancers. Therefore, targeting GAPDH to inhibit its role in glycolysis is important for GAPDH functional studies and the treatment of cancers. However, only a few GAPDH inhibitors have been reported. In our current study, we identified a GAPDH inhibitor, DC-5163, using docking-based virtual screening and biochemical and biophysical analysis. DC-5163 is a small molecule compound that inhibits GAPDH enzyme activity and cancer cell proliferation (normal cells were tolerant to it). It can inhibit glycolysis pathway partially, which was manifested by decreased glucose uptake and lactic acid production. And it also leaded to cell death through apoptotic pathways. This study reflects the pivotal role of GAPDH in cancer cells and demonstrates that DC-5163 is a useful inhibitor and can be of value in studying the role of GAPDH and the development of new clinical cancer treatments.
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Affiliation(s)
- Ting Li
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 197 Ruijin Second Road, Shanghai 200025, China
| | - Xiaoqin Tan
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China; University of Chinese Academy of Sciences, No.19A Yuquan Road, Beijing 100049, China
| | - Ruirui Yang
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China; School of Life Science and Technology, ShanghaiTech University, 393 Huaxiazhong Road, Shanghai 200031, China
| | - Ying Miao
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 197 Ruijin Second Road, Shanghai 200025, China
| | - Min Zhang
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 197 Ruijin Second Road, Shanghai 200025, China
| | - Yun Xi
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 197 Ruijin Second Road, Shanghai 200025, China
| | - Rui Guo
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 197 Ruijin Second Road, Shanghai 200025, China
| | - Mingyue Zheng
- Drug Discovery and Design Center, State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 555 Zuchongzhi Road, Shanghai 201203, China.
| | - Biao Li
- Department of Nuclear Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 197 Ruijin Second Road, Shanghai 200025, China.
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Liu J, Liu B, Guo Y, Chen Z, Sun W, Gao W, Wu H, Wang Y. Key miRNAs and target genes played roles in the development of clear cell renal cell carcinoma. Cancer Biomark 2019; 23:279-290. [PMID: 30198869 DOI: 10.3233/cbm-181558] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Clear cell renal cell carcinoma (CCRCC) is the most aggressive form of renal cell carcinoma (RCC). OBJECTIVE This study was aimed to identify the differentially expressed miRNAs and target genes in CCRCC. METHODS The miRNA and mRNA next-generation sequencing data were downloaded from The Cancer Genome Atlas (TCGA) dataset. Differential expression analysis was performed, followed by correlation analysis of miRNA-mRNA. Functional enrichment and survival analysis was also performed. RESULTS Seven hundred and eighty-seven patients with CCRCC from TCGA data portal were included in this study. A total of 52 differentially expressed miRNAs were identified in CCRCC. Then 2361 differentially expressed genes (DEGs) were identified. Prediction analysis and correlation analysis revealed that 89 miRNA-mRNA pairs were not only predicted by algorithms but also had a significant inverse relationship. Several differentially expressed miRNAs such as hsa-mir-501 and their target genes including AK1, SLC25A15 and PCDHGC3 had a significant prognostic value for CCRCC patients. CONCLUSIONS Alterations of differentially expressed miRNAs and target genes may be involved in the development of CCRCC and can be considered as the prognostic markers for CCRCC.
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Hao L, Zhou X, Liu S, Sun M, Song Y, Du S, Sun B, Guo C, Gong L, Hu J, Guan H, Shao S. Elevated GAPDH expression is associated with the proliferation and invasion of lung and esophageal squamous cell carcinomas. Proteomics 2015; 15:3087-100. [PMID: 25944651 DOI: 10.1002/pmic.201400577] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2014] [Revised: 03/23/2015] [Accepted: 04/30/2015] [Indexed: 01/01/2023]
Abstract
Glyceraldehyde-3-phosphate dehydrogenase, is one of the most investigated housekeeping genes and widely used as an internal control in analysis of gene expression levels. The present study was designed to assess whether GAPDH is associated with cancer cell growth and progression and, therefore may not be a good internal control in cancer research. Our results from clinical tissue studies showed that the levels of GAPDH protein were significantly up-regulated in lung squamous cell carcinoma tissues, compared with the adjacent normal lung tissues, and this was confirmed by western blotting and immunohistochemistry. GAPDH knockdown by siRNA resulted in significant reductions in proliferation, migration, and invasion of lung squamous carcinoma cells in vitro. In a nude mouse cancer xenograft model, GAPDH knockdown significantly inhibited the cell proliferation and migration/invasion in vivo. In summary, GAPDH may not be an appropriate internal control for gene expression studies, especially in cancer research. The role of GAPDH in cancer development and progression should be further examined in pre-clinical and clinical studies.
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Affiliation(s)
- Lihong Hao
- Key Laboratory for Proteomics of Liaoning Province, Dalian Medical University, Dalian, Liaoning, P. R. China
- Department of Histology and Embryology, Dalian Medical University, Dalian, Liaoning, P. R. China
| | - Xin Zhou
- Key Laboratory for Proteomics of Liaoning Province, Dalian Medical University, Dalian, Liaoning, P. R. China
- Department of Histology and Embryology, Dalian Medical University, Dalian, Liaoning, P. R. China
| | - Shuqing Liu
- Key Laboratory for Proteomics of Liaoning Province, Dalian Medical University, Dalian, Liaoning, P. R. China
- Department of Histology and Embryology, Dalian Medical University, Dalian, Liaoning, P. R. China
| | - Mingzhong Sun
- Key Laboratory for Proteomics of Liaoning Province, Dalian Medical University, Dalian, Liaoning, P. R. China
- Department of Histology and Embryology, Dalian Medical University, Dalian, Liaoning, P. R. China
| | - Yang Song
- Key Laboratory for Proteomics of Liaoning Province, Dalian Medical University, Dalian, Liaoning, P. R. China
- Department of Histology and Embryology, Dalian Medical University, Dalian, Liaoning, P. R. China
| | - Sha Du
- Key Laboratory for Proteomics of Liaoning Province, Dalian Medical University, Dalian, Liaoning, P. R. China
- Department of Histology and Embryology, Dalian Medical University, Dalian, Liaoning, P. R. China
| | - Bing Sun
- Department of Chest Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, P. R. China
| | - Chunmei Guo
- Key Laboratory for Proteomics of Liaoning Province, Dalian Medical University, Dalian, Liaoning, P. R. China
- Department of Histology and Embryology, Dalian Medical University, Dalian, Liaoning, P. R. China
| | - Linlin Gong
- Key Laboratory for Proteomics of Liaoning Province, Dalian Medical University, Dalian, Liaoning, P. R. China
- Department of Histology and Embryology, Dalian Medical University, Dalian, Liaoning, P. R. China
| | - Jun Hu
- Key Laboratory for Proteomics of Liaoning Province, Dalian Medical University, Dalian, Liaoning, P. R. China
- Department of Histology and Embryology, Dalian Medical University, Dalian, Liaoning, P. R. China
| | - Hongwei Guan
- Department of Pathology, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, P. R. China
| | - Shujuan Shao
- Key Laboratory for Proteomics of Liaoning Province, Dalian Medical University, Dalian, Liaoning, P. R. China
- Department of Histology and Embryology, Dalian Medical University, Dalian, Liaoning, P. R. China
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Joseph S, Nicolson TJ, Hammons G, Word B, Green-Knox B, Lyn-Cook B. Expression of drug transporters in human kidney: impact of sex, age, and ethnicity. Biol Sex Differ 2015; 6:4. [PMID: 25750709 PMCID: PMC4352278 DOI: 10.1186/s13293-015-0020-3] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2014] [Accepted: 01/10/2015] [Indexed: 11/25/2022] Open
Abstract
Background Differences in expression of drug transporters in human kidney contribute to changes in pharmacokinetics and toxicokinetics of a variety of drug compounds. The basal expression levels of genes involved in drug transport processes in the kidney introduces differences in bioavailability, distribution, and clearance of drugs, possibly influencing drug efficacy and adverse reactions. Sex differences in gene expression of transporters are a key cause of differences in sex-dependent pharmacokinetics, which may characterize many drugs and contribute to individual differences in drug efficacy and toxicity. Therefore, evaluating the expression of drug transporters in normal human kidneys is important to better understand differences in drug bioavailability, distribution, and clearance of drugs in humans. Other factors such as age and ethnicity may also contribute to individual differences in gene expression of drug transporters in the human kidney. Methods Quantitative real-time PCR (QRT-PCR) was performed to determine the gene expression of 30 drug transporters in 95 age-matched normal human kidney tissues. Multiple Student’s t-tests (Sidak-Bonferroni correction) and two-way ANOVA (Bonferroni correction) analyses were used to determine statistically significant differences. Results In the 30 transporter genes examined, sex, ethnicity, and age differences in gene expression were exhibited in normal human kidney tissue. These changes in expression were not found to be differentially significant. However, sex-age and sex-ethnicity interactions were found to be statistically significant. For sex-age interactions, SCL22A12 was found to be significantly higher expressed in females <50 years compared to males <50 years. Expression levels of SLC22A2, SLC22A12, SLC6A16, and ABCB6 were significantly higher in females <50 years compared to females ≥50 years. In sex-ethnicity interactions, expression levels of ATP7B and KCNJ8 were found to be significantly higher in African American females compared to European American females. Also, the expression of SLC31A2 was significantly higher in European American males compared to European American females. Conclusions Sex, age, and ethnic differences impacted the expression of drug transporters in normal human kidneys, which suggests that the analysis of gene expression of drug transporters will aid in improving the usage/dosage of drug therapies influencing personalized medicine and susceptibility to adverse drug reactions.
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Affiliation(s)
- Stancy Joseph
- Division of Biochemical Toxicology, National Center for Toxicological Research, Food and Drug Administration, Building 50, Room 630, HFT 100, 3900 NCTR Road, Jefferson, AR 72079 USA
| | | | - George Hammons
- Division of Biochemical Toxicology, National Center for Toxicological Research, Food and Drug Administration, Building 50, Room 630, HFT 100, 3900 NCTR Road, Jefferson, AR 72079 USA
| | - Beverly Word
- Division of Biochemical Toxicology, National Center for Toxicological Research, Food and Drug Administration, Building 50, Room 630, HFT 100, 3900 NCTR Road, Jefferson, AR 72079 USA
| | - Bridgett Green-Knox
- Divison of Systems Biology, National Center for Toxicological Research, Food and Drug Administration, Jefferson, AR 72079-9502 USA
| | - Beverly Lyn-Cook
- Division of Biochemical Toxicology, National Center for Toxicological Research, Food and Drug Administration, Building 50, Room 630, HFT 100, 3900 NCTR Road, Jefferson, AR 72079 USA
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Liu S, Zhu P, Zhang L, Li Z, Lv Q, Zheng S, Wang Y, Lu F. Increased glyceraldehyde-3-phosphate dehydrogenase expression indicates higher survival rates in male patients with hepatitis B virus-accociated hepatocellular carcinoma and cirrhosis. Exp Ther Med 2015; 9:1597-1604. [PMID: 26136865 DOI: 10.3892/etm.2015.2309] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2014] [Accepted: 01/15/2015] [Indexed: 12/22/2022] Open
Abstract
Elevated expression of glyceraldehyde-3-phosphate dehydrogenase (GAPDH) has been reported in different human malignancies. To understand its role in hepatitis B virus (HBV) infection-associated hepatocellular carcinoma (HCC), the expression of GAPDH was quantitatively measured in a cohort of 72 male HCC patients without preoperative treatment, all with evidence of chronic HBV infection. Using C-terminal banding protein 1 (CTBP1) or hypoxanthine phosphori-bosyltransferase 1 (HPRT1) as reference genes, the level of GAPDH mRNA in tumor tissue was found to be significantly higher compared with that in paired non tumor tissues (P=0.0087 for CTBP1; P=0.0116 for HPRT1). Accordingly, compared with the non-tumor tissue, 37.5% (27/72) of patients' tumor tissues had a more than 2-fold increase of GAPDH expression. Furthermore, following knockdown GAPDH expression via siRNA transient transfection, HepG2 cells exhibited enhanced resistance to cytosine arabinoside (IC50, 308.28 µM vs. 67.68 µM in the control; P=0.01). Notably, higher GAPDH expression was significantly associated with lower liver fibrosis score (P=0.0394) and a tendency towards higher survival rates for patients with HCC. To the best of our knowledge, the present study is the first study to report that the elevated expression levels of GAPDH in HCC tumor tissue may be relevant to an improved fibrosis score and survival probability in male patients with HBV infection; however, the underlying mechanism requires further investigation.
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Affiliation(s)
- Shuang Liu
- Beijing Artificial Liver Treatment and Training Center, Beijing Youan Hospital, Capital Medical University, Beijing 100069, P.R. China
| | - Pengfei Zhu
- Beijing Artificial Liver Treatment and Training Center, Beijing Youan Hospital, Capital Medical University, Beijing 100069, P.R. China
| | - Ling Zhang
- Department of Hepatobiliary Surgery, Henan Cancer Hospital, Zhengzhou, Henan 450008, P.R. China
| | - Zhuo Li
- Beijing Artificial Liver Treatment and Training Center, Beijing Youan Hospital, Capital Medical University, Beijing 100069, P.R. China
| | - Quanjun Lv
- Department of Nutrition and Food Hygiene, College of Public Health, Zhengzhou University, Zhengzhou, Henan 450052, P.R. China
| | - Sujun Zheng
- Beijing Artificial Liver Treatment and Training Center, Beijing Youan Hospital, Capital Medical University, Beijing 100069, P.R. China
| | - Yang Wang
- Beijing Artificial Liver Treatment and Training Center, Beijing Youan Hospital, Capital Medical University, Beijing 100069, P.R. China
| | - Fengmin Lu
- Department of Microbiology and Infectious Disease Center, Peking University Health Science Center, Beijing 100086, P.R. China
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12
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Dupasquier S, Delmarcelle AS, Marbaix E, Cosyns JP, Courtoy PJ, Pierreux CE. Validation of housekeeping gene and impact on normalized gene expression in clear cell renal cell carcinoma: critical reassessment of YBX3/ZONAB/CSDA expression. BMC Mol Biol 2014; 15:9. [PMID: 24885929 PMCID: PMC4045873 DOI: 10.1186/1471-2199-15-9] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Accepted: 05/08/2014] [Indexed: 12/12/2022] Open
Abstract
Background YBX3/ZONAB/CSDA is an epithelial-specific transcription factor acting in the density-based switch between proliferation and differentiation. Our laboratory reported overexpression of YBX3 in clear cell renal cell arcinoma (ccRCC), as part of a wide study of YBX3 regulation in vitro and in vivo. The preliminary data was limited to 5 cases, of which only 3 could be compared to paired normal tissue, and beta-Actin was used as sole reference to normalize gene expression. We thus decided to re-evaluate YBX3 expression by real-time-PCR in a larger panel of ccRCC samples, and their paired healthy tissue, with special attention on experimental biases such as inter-individual variations, primer specificity, and reference gene for normalization. Results Gene expression was measured by RT-qPCR in 16 ccRCC samples, each compared to corresponding healthy tissue to minimize inter-individual variations. Eight potential housekeeping genes were evaluated for expression level and stability among the 16-paired samples. Among tested housekeeping genes, PPIA and RPS13, especially in combination, proved best suitable to normalize gene expression in ccRCC tissues as compared to classical reference genes such as beta-Actin, GAPDH, 18S or B2M. Using this pair as reference, YBX3 expression level among a collection of 16 ccRCC tumors was not significantly increased as compared to normal adjacent tissues. However, stratification according to Fuhrman grade disclosed higher YBX3 expression levels in low-grade tumors and lower in high-grade tumors. Immunoperoxidase confirmed homogeneous nuclear staining for YBX3 in low-grade but revealed nuclear heterogeneity in high-grade tumors. Conclusions This paper underlines that special attention to reference gene products in the design of real-time PCR analysis of tumoral tissue is crucial to avoid misleading conclusions. Furthermore, we found that global YBX3/ZONAB/CSDA mRNA expression level may be considered within a “signature” of RCC grading.
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Affiliation(s)
- Sébastien Dupasquier
- CELL Unit, de Duve Institute and Université catholique de Louvain UCL-ICP, Avenue Hippocrate 75, 1200 Brussels, Belgium.
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13
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Oparina NY, Snezhkina AV, Sadritdinova AF, Veselovskii VA, Dmitriev AA, Senchenko VN, Mel’nikova NV, Speranskaya AS, Darii MV, Stepanov OA, Barkhatov IM, Kudryavtseva AV. Differential expression of genes that encode glycolysis enzymes in kidney and lung cancer in humans. RUSS J GENET+ 2013. [DOI: 10.1134/s1022795413050104] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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14
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Cuadros T, Trilla E, Vilà MR, de Torres I, Vilardell J, Messaoud NB, Salcedo M, Sarró E, López-Hellin J, Blanco A, Mir C, Ramón y Cajal S, Itarte E, Morote J, Meseguer A. Hepatitis A virus cellular receptor 1/kidney injury molecule-1 is a susceptibility gene for clear cell renal cell carcinoma and hepatitis A virus cellular receptor/kidney injury molecule-1 ectodomain shedding a predictive biomarker of tumour progression. Eur J Cancer 2013; 49:2034-47. [PMID: 23352434 DOI: 10.1016/j.ejca.2012.12.020] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2012] [Revised: 12/19/2012] [Accepted: 12/21/2012] [Indexed: 11/29/2022]
Abstract
AIM OF THE STUDY To correlate hepatitis A virus cellular receptor (HAVCR)/kidney injury molecule-1 (KIM-1) expression in clear cell renal cell carcinoma (ccRCC) tumours with patient outcome and study the consequences of HAVCR/KIM-1 ectodomain shedding. METHODS HAVCR/KIM-1 expression in ccRCC, oncocytomes, papillary carcinomas and unaffected tissue counterparts was evaluated. Minimal change disease and pre-clamping normal and ccRCC tissue biopsies were included. Tissue microarrays from 98 ccRCC tumours were analysed. Tumour registry data and patient outcome were retrospectivelly collected. Deletions in HAVCR/KIM-1 ectodomain and lentiviral infection of 786-O cells with HAVCR/KIM-1 mutated constructs to determine their subcellular distribution and invasive capacity were performed. RESULTS HAVCR/KIM-1 was expressed in ccRCC, papillary tumours and in tubule cells of adjacent and distal unaffected counterparts of ccRCC tumours. The latest was not related to ischemic or tumour-related paracrine effects since pre-clamping normal biopsies were positive for HAVCR/KIM-1 and unaffected counterparts of papillary tumours were negative. HAVCR/KIM-1 analyses in patients and the invasive capacity of HAVCR/KIM-1 shedding mutants in cell lines demonstrated that: (i) relative low HAVCR/KIM-1 membrane levels correlate with activated shedding in ccRCC patients and mutant cell lines; (ii) augmented shedding directly correlates with higher invasiveness and tumour malignancy. CONCLUDING STATEMENTS: Constitutive expression of HAVCR/KIM-1 in kidney might constitute a susceptibility trait for ccRCC tumour development. Enhanced HAVCR/KIM-1 ectodomain shedding promotes invasive phenotype in vitro and more aggressive tumours in vivo.
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15
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Guo C, Liu S, Wang J, Sun MZ, Greenaway FT. ACTB in cancer. Clin Chim Acta 2012; 417:39-44. [PMID: 23266771 DOI: 10.1016/j.cca.2012.12.012] [Citation(s) in RCA: 105] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2012] [Revised: 11/27/2012] [Accepted: 12/01/2012] [Indexed: 01/27/2023]
Abstract
Beta-actin (ACTB) has traditionally been regarded as an endogenous housekeeping gene and has been widely used as a reference gene/protein in quantifying expression levels in tumors. However, ACTB is closely associated with a variety of cancers and accumulating evidence indicates that ACTB is de-regulated in liver, melanoma, renal, colorectal, gastric, pancreatic, esophageal, lung, breast, prostate, ovarian cancers, leukemia and lymphoma. ACTB is generally found to be up-regulated in the majority of tumor cells and tissues. The abnormal expression and polymerization of ACTB and the resulting changes to the cytoskeleton are revealed to be associated with the invasiveness and metastasis of cancers. The current review explores relevant mechanisms, integrates current understandings, and provides suggestions for future studies of the roles of ACTB in tumors.
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Affiliation(s)
- Chunmei Guo
- Department of Biotechnology, Dalian Medical University, Dalian 116044, China
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16
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Guo C, Liu S, Sun MZ. Novel insight into the role of GAPDH playing in tumor. Clin Transl Oncol 2012; 15:167-72. [PMID: 22911551 DOI: 10.1007/s12094-012-0924-x] [Citation(s) in RCA: 95] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2012] [Accepted: 07/24/2012] [Indexed: 01/01/2023]
Abstract
The role of glyceraldehyde-3-phosphate dehydrogenase (GAPDH) being consistently regarded as the main housekeeping gene and reference gene/protein for expression quantification in tumors has been gradually questioned and challenged by accumulated experiment evidence. The current review notified that the GAPDH expression was deregulated in lung cancer, renal cancer, breast cancer, gastric cancer, glioma, liver cancer, colorectal cancer, melanoma, prostatic cancer, pancreatic cancer and bladder cancer. Interestingly, GAPDH was commonly up-regulated in a variety of types of cancer, which was revealed to be potentially required for the cancer cell growth and tumor formation. The relevant mechanisms were also discussed in current review. This work might provide useful insights for future studies on GAPDH in tumors.
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Affiliation(s)
- Chunmei Guo
- Department of Biotechnology, Dalian Medical University, Dalian, 116044, China
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17
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Sahoo GC, Dikhit MR, Rani M, Ansari MY, Jha C, Rana S, Das P. Analysis of sequence, structure of GAPDH of Leishmania donovani and its interactions. J Biomol Struct Dyn 2012; 31:258-75. [PMID: 22830998 DOI: 10.1080/07391102.2012.698189] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Drug resistance acquired by Leishmania donovani (Ldv) is a major problem in the treatment and control of visceral leishmaniasis (VL). Glyceraldehyde-3-phosphate dehydrogenase (GAPDH), a major glycolytic enzyme has been targeted as is found in other protozoan which cause diseases like sleeping sickness. GAPDH gene of Ldv (AG83 strain) was amplified, sequenced, and modeled on the basis of crystal structure of Leishmania mexicana. The model of the Ldv GAPDH exhibited NAD-binding domain with Rossmann folding. Virtual screening of different experimentally proved compounds with the crystal and the modeled structures of GAPDH of Leishmania strains revealed diverse binding affinities of different compounds. Comparison of binding affinities (based on different programs) of compounds revealed that discovery studio v2.5 (Ligandfit) was able to predict the most hit compounds, the best hit compounds against GAPDH of Leishmania strains are hydrazine, vetrazine, and benzyl carbazate. It is predicted that patients suffering from both VL and cardiac disorders (atrial fibrillation) may benefit if they are treated with warfarin in conjunction with first-line antileishmanial therapies such as miltefosine and AmBisome.
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Affiliation(s)
- Ganesh Chandra Sahoo
- BioMedical Informatics Center, Rajendra Memorial Research Institute of Medical Sciences, Agam Kuan, 800007 Patna, India.
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18
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Straube T, Elli AF, Greb C, Hegele A, Elsässer HP, Delacour D, Jacob R. Changes in the expression and subcellular distribution of galectin-3 in clear cell renal cell carcinoma. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2011; 30:89. [PMID: 21958686 PMCID: PMC3220637 DOI: 10.1186/1756-9966-30-89] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2011] [Accepted: 09/29/2011] [Indexed: 11/21/2022]
Abstract
Background Clear cell renal cell carcinoma, a solid growing tumor, is the most common tumor in human kidney. Evaluating the usefulness of β-galactoside binding galectin-3 as a diagnostic marker for this type of cancer could open avenues for preventive and therapeutic strategies by employing specific inhibitors of the lectin. To study a putative correlation between the extent of galectin-3 and the development of clear cell renal cell carcinoma, we monitored the quantity and distribution of this lectin in tissue samples from 39 patients. Methods Galectin-3 concentrations in normal, intermediate and tumor tissues were examined by immunofluorescence microscopy and on immunoblots with antibodies directed against galectin-3 and renal control proteins. The cell nuclei were isolated to determine quantities of galectin-3 that were transferred into this compartment in normal or tumor samples. Results Immunofluorescence data revealed a mosaic pattern of galectin-3 expression in collecting ducts and distal tubules of normal kidney. Galectin-3 expression was significantly increased in 79% of tumor samples as compared to normal tissues. Furthermore, we observed an increase in nuclear translocation of the lectin in tumor tissues. Conclusions Our data indicate that changes in the cellular level of galectin-3 correlate with the development of clear cell renal cell carcinoma, which is in line with previously published data on this specific type of tumor. In most of these studies the lectin tends to be highly expressed in tumor tissues. Furthermore, this study suggests that the increase in the proportion of galectin-3 affects the balance from a cytosolic distribution towards translocation into the nucleus.
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Affiliation(s)
- Tamara Straube
- Department of Cell Biology and Cell Pathology, Philipps University of Marburg, Robert-Koch-Str,6, 35037 Marburg, Germany.
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Improgo MRD, Johnson CW, Tapper AR, Gardner PD. Bioluminescence-based high-throughput screen identifies pharmacological agents that target neurotransmitter signaling in small cell lung carcinoma. PLoS One 2011; 6:e24132. [PMID: 21931655 PMCID: PMC3169587 DOI: 10.1371/journal.pone.0024132] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2011] [Accepted: 08/04/2011] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Frontline treatment of small cell lung carcinoma (SCLC) relies heavily on chemotherapeutic agents and radiation therapy. Though SCLC patients respond well to initial cycles of chemotherapy, they eventually develop resistance. Identification of novel therapies against SCLC is therefore imperative. METHODS AND FINDINGS We have designed a bioluminescence-based cell viability assay for high-throughput screening of anti-SCLC agents. The assay was first validated via standard pharmacological agents and RNA interference using two human SCLC cell lines. We then utilized the assay in a high-throughput screen using the LOPAC(1280) compound library. The screening identified several drugs that target classic cancer signaling pathways as well as neuroendocrine markers in SCLC. In particular, perturbation of dopaminergic and serotonergic signaling inhibits SCLC cell viability. CONCLUSIONS The convergence of our pharmacological data with key SCLC pathway components reiterates the importance of neurotransmitter signaling in SCLC etiology and points to possible leads for drug development.
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Affiliation(s)
- Ma. Reina D. Improgo
- Brudnick Neuropsychiatric Research Institute, Department of Psychiatry, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Christopher W. Johnson
- Brudnick Neuropsychiatric Research Institute, Department of Psychiatry, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Andrew R. Tapper
- Brudnick Neuropsychiatric Research Institute, Department of Psychiatry, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
| | - Paul D. Gardner
- Brudnick Neuropsychiatric Research Institute, Department of Psychiatry, University of Massachusetts Medical School, Worcester, Massachusetts, United States of America
- * E-mail:
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Yun JW, Kim SK, Kim H. Prolonged protein turnover of glyceraldehyde-3-phosphate dehydrogenase by phospholipase C-gamma 1 is critical for anchorage-independent growth and ATP synthesis in transformed cells. Cancer Invest 2011; 29:93-101. [PMID: 21210726 DOI: 10.3109/07357907.2010.535062] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Overexpression of phospholipase C-γl (PLC-γl) in rat 3Y1 fibroblasts leads to the formation of tumors in nude mice. However, the molecular mechanism for PLC-γl-mediated cellular transformation has not been studied in detail. In this study, we found that glyceraldehyde-3-phosphate dehydrogenase (GAPDH), a glycolytic enzyme, protein levels were increased substantially in cells overexpressing PLC-γl, and that PLC-γl upregulation of GAPDH was due to a decrease in ubiquitination, followed by sustained protein turnover and subsequent accumulation. These observations suggest that regulation of the turnover rate of GAPDH is critical for anchorage-independent growth and ATP synthesis of transformed cells.
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Affiliation(s)
- Jae Won Yun
- Department of Life Science, College of Natural Science, Daejin University, Pochen, Kyeonggido, Republic of Korea
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21
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Evaluation of endogenous reference genes for analysis of gene expression with real-time RT-PCR during planarian regeneration. Mol Biol Rep 2010; 38:4423-8. [DOI: 10.1007/s11033-010-0570-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2010] [Accepted: 11/19/2010] [Indexed: 01/17/2023]
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Patra S, Ghosh S, Bera S, Roy A, Ray S, Ray M. Molecular characterization of tumor associated glyceraldehyde-3-phosphate dehydrogenase. BIOCHEMISTRY (MOSCOW) 2009; 74:717-27. [PMID: 19747091 DOI: 10.1134/s0006297909070037] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Here we describe the purification of glyceraldehyde-3-phosphate dehydrogenase (GAPDH) from normal leukocytes of healthy subjects and leukocytes of chronic myeloid leukemia (CML) patients and from normal mouse muscle and sarcoma tissue. The data indicate that some properties of GAPDH of leukocytes of CML patients and sarcoma tissues are similar and also similar to those of EAC (Ehrlich ascites carcinoma) cellular GAPDH but distinctly different from those of the normal cellular GAPDH. Polyclonal antiserum raised against the 54 kDa subunit of EAC cell GAPDH strongly reacted with GAPDH of leukocytes of CML patients and sarcoma tissue GAPDH only and weakly reacted with GAPDH of normal leukocyte and normal muscle and a variety of other tissues of normal rats. Both the subunits of GAPDH of sarcoma tissues were partially sequenced from the N-terminus and compared with the known sequences of GAPDH. The altered properties of GAPDH of three different malignant sources might be common feature of all malignant cells, which is discussed in relation to glycolysis and malignant aberrations.
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Affiliation(s)
- S Patra
- Department of Biological Chemistry, Indian Association for the Cultivation of Science, Jadavpur, Kolkata, 700032, India
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Cao S, Ho GH, Lin VCL. Tetratricopeptide repeat domain 9A is an interacting protein for tropomyosin Tm5NM-1. BMC Cancer 2008; 8:231. [PMID: 18699990 PMCID: PMC2538545 DOI: 10.1186/1471-2407-8-231] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2008] [Accepted: 08/12/2008] [Indexed: 02/07/2023] Open
Abstract
Background Tetratricopeptide repeat domain 9A (TTC9A) protein is a recently identified protein which contains three tetratricopeptide repeats (TPRs) on its C-terminus. In our previous studies, we have shown that TTC9A was a hormonally-regulated gene in breast cancer cells. In this study, we found that TTC9A was over-expressed in breast cancer tissues compared with the adjacent controls (P < 0.00001), suggesting it might be involved in the breast cancer development process. The aim of the current study was to further elucidate the function of TTC9A. Methods Breast samples from 25 patients including the malignant breast tissues and the adjacent normal tissues were processed for Southern blot analysis. Yeast-two-hybrid assay, GST pull-down assay and co-immunoprecipitation were used to identify and verify the interaction between TTC9A and other proteins. Results Tropomyosin Tm5NM-1 was identified as one of the TTC9A partner proteins. The interaction between TTC9A and Tm5NM-1 was further confirmed by GST pull-down assay and co-immunoprecipitation in mammalian cells. TTC9A domains required for the interaction were also characterized in this study. The results suggested that the first TPR domain and the linker fragment between the first two TPR domains of TTC9A were important for the interaction with Tm5NM-1 and the second and the third TPR might play an inhibitory role. Conclusion Since the primary function of tropomyosin is to stabilize actin filament, its interaction with TTC9A may play a role in cell shape and motility. In our previous results, we have found that progesterone-induced TTC9A expression was associated with increased cell motility and cell spreading. We speculate that TTC9A acts as a chaperone protein to facilitate the function of tropomyosins in stabilizing microfilament and it may play a role in cancer cell invasion and metastasis.
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Affiliation(s)
- Shenglan Cao
- School of Biological Sciences, Nanyang Technological University, Singapore.
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Kim NS, Hahn Y, Oh JH, Lee JY, Oh KJ, Kim JM, Park HS, Kim S, Song KS, Rho SM, Yoo HS, Kim YS. Gene cataloging and expression profiling in human gastric cancer cells by expressed sequence tags. Genomics 2005; 83:1024-45. [PMID: 15177556 DOI: 10.1016/j.ygeno.2003.12.002] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2003] [Accepted: 12/04/2003] [Indexed: 12/14/2022]
Abstract
To understand the molecular mechanism associated with gastric carcinogenesis, we identified genes expressed in gastric cancer cell lines and tissues. Of 97,609 high-quality ESTs sequenced from 36 cDNA libraries, 92,545 were coalesced into 10,418 human Unigene clusters (Build 151). The gene expression profile was produced by counting the cluster frequencies in each library. Although the profiles of highly expressed genes varied greatly from library to library, those genes related to cell structure formation, heat shock proteins, the glycolysis pathway, and the signaling pathway were highly represented in human gastric cancer cell lines and in primary tumors. Conversely, the genes encoding immunoglobulins, ribosomal proteins, and digestive proteins were down-regulated in gastric cancer cell lines and tissues compared to normal tissues. The transcription levels of some of these genes were confirmed by RT-PCR. We found that genes related to cell adhesion, apoptosis, and cytoskeleton formation were particularly up-regulated in the gastric cancer cell lines established from malignant ascites compared to those from primary tumors. This comprehensive molecular profiling of human gastric cancer should be useful for elucidating the genetic events associated with human gastric cancer.
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Affiliation(s)
- Nam-Soon Kim
- Laboratory of Human Genomics, Korea Research Institute of Bioscience and Biotechnology, Daejeon 305-333, South Korea
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Sültmann H, Heydebreck AV, Huber W, Kuner R, Buneβ A, Vogt M, Gunawan B, Vingron M, Füzesí L, Poustka A. Gene Expression in Kidney Cancer Is Associated with Cytogenetic Abnormalities, Metastasis Formation, and Patient Survival. Clin Cancer Res 2005. [DOI: 10.1158/1078-0432.646.11.2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Current diagnosis of renal cancer consists of histopathologic examination of tissue sections and classification into tumor stages and grades of malignancy. Until recently, molecular differences between tumor types were largely unknown. To examine such differences, we did gene expression measurements of 112 renal cell carcinoma and normal kidney samples on renal cell carcinoma–specific cDNA microarrays containing 4,207 genes and expressed sequence tags. The gene expression patterns showed deregulation of complete biological pathways in the tumors. Many of the molecular changes corresponded well to the histopathologic tumor types, and a set of 80 genes was sufficient to classify tumors with a very low error rate. Distinct gene expression signatures were associated with chromosomal abnormalities of tumor cells, metastasis formation, and patient survival. The data highlight the benefit of microarrays to detect novel tumor classes and to identify genes that are associated with patient variables and tumor properties.
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Affiliation(s)
- Holger Sültmann
- 1Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
| | - Anja von Heydebreck
- 2Department of Computational Molecular Biology, Max-Planck-Institute for Molecular Genetics, Berlin, Germany; and
| | - Wolfgang Huber
- 1Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
| | - Ruprecht Kuner
- 1Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
| | - Andreas Buneβ
- 1Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
| | - Markus Vogt
- 1Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
| | - Bastian Gunawan
- 3Institute of Pathology, University of Göttingen, Göttingen, Germany
| | - Martin Vingron
- 2Department of Computational Molecular Biology, Max-Planck-Institute for Molecular Genetics, Berlin, Germany; and
| | - Laszlo Füzesí
- 3Institute of Pathology, University of Göttingen, Göttingen, Germany
| | - Annemarie Poustka
- 1Division of Molecular Genome Analysis, German Cancer Research Center, Heidelberg, Germany
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Vilà MR, Kaplan GG, Feigelstock D, Nadal M, Morote J, Porta R, Bellmunt J, Meseguer A. Hepatitis A virus receptor blocks cell differentiation and is overexpressed in clear cell renal cell carcinoma. Kidney Int 2004; 65:1761-73. [PMID: 15086915 DOI: 10.1111/j.1523-1755.2004.00601.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND The molecular mechanisms underlying tumorigenesis and progression of clear cell renal cell carcinoma (ccRCC) are not well understood. We aimed to identify new molecular markers to provide insight into these processes. METHODS This work reports on the identification of human hepatitis A virus cellular receptor 1 (hHAVcr-1) as a differentially expressed gene in ccRCC using RNA-based arbitrarily primed polymerase chain reaction (RAP-PCR). Results were further confirmed by Northern and Western blot assays. Carcinoma 769-P and normal HK-2 cells derived from proximal tubule epithelial cells, grown under different culture conditions, were used to understand the putative role of hHAVcr-1 in renal malignancy. hHAVcr-1 stable transfected clones and dipeptidyl peptidase IV (DPPIV) assays allowed assessing its involvement in cell differentiation. RESULTS The hHAVcr-1 is overexpressed in eight out of 13 ccRCC and its expression neglected in benign oncocytomas. In culture, hhavcr-1 is dramatically overexpressed in normal and tumor cell lines that, having acquired the fully differentiated phenotype, are induced to de-differentiate by means of phorbol ester phorbol 12-myristate-13-acetate (PMA) treatment. Similarly, differentiation prevention by addition of PMA to confluent cells also increases hhavcr-1 expression. hHAVcr-1 stable transfected 769-P cells proved that hhavcr-1 itself blocks differentiation. Since hhavcr-1 is expressed at higher levels in tumor cells, we used an African green monkey cell model to show that immunotoxins directed against the monkey homologue of hhavcr-1 could kill kidney cells. CONCLUSION Our results showed that hHAVcr-1 blocks differentiation of proximal tubule epithelial cells and that it could be used as a target for therapy of kidney carcinomas.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Animals
- Base Sequence
- Carcinoma, Renal Cell/genetics
- Carcinoma, Renal Cell/pathology
- Carcinoma, Renal Cell/virology
- Cell Differentiation
- Cell Division
- Cell Line, Tumor
- Chlorocebus aethiops
- Chromosome Mapping
- Chromosomes, Human, Pair 5/genetics
- DNA, Neoplasm/genetics
- Female
- Gene Expression
- Hepatitis A Virus Cellular Receptor 1
- Hepatitis A virus/pathogenicity
- Humans
- In Situ Hybridization, Fluorescence
- Kidney Neoplasms/genetics
- Kidney Neoplasms/pathology
- Kidney Neoplasms/virology
- Male
- Membrane Glycoproteins/genetics
- Membrane Glycoproteins/physiology
- Middle Aged
- Polymerase Chain Reaction
- RNA, Messenger/genetics
- RNA, Messenger/metabolism
- RNA, Neoplasm/genetics
- RNA, Neoplasm/metabolism
- Receptors, Virus/genetics
- Receptors, Virus/physiology
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Affiliation(s)
- Maya R Vilà
- Centre d'Investigacions en Bioquímica i Biologia Molecular (CIBBIM), Hospital Universitari Vall d'Hebron, Barcelona. Spain
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27
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Xing C, LaPorte JR, Barbay JK, Myers AG. Identification of GAPDH as a protein target of the saframycin antiproliferative agents. Proc Natl Acad Sci U S A 2004; 101:5862-6. [PMID: 15079082 PMCID: PMC395888 DOI: 10.1073/pnas.0307476101] [Citation(s) in RCA: 66] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2003] [Indexed: 01/06/2023] Open
Abstract
Saframycin A (SafA) is a member of a class of natural products with potent antiproliferative effects in leukemia- and tumor-derived cells. This activity is frequently conjectured to derive from the ability of saframycins to covalently modify duplex DNA. We used a DNA-linked affinity purification technique to identify GAPDH as a protein target of DNA-small molecule adducts of several members of the saframycin class. Nuclear translocation of GAPDH occurs upon treatment of cancer cells with saframycins, and depletion of cellular GAPDH levels by small interfering RNA transfection confers drug resistance. Roeder and coworkers have recently suggested that GAPDH is a key transcriptional coactivator necessary for entry into S phase. Our data suggest that GAPDH is also capable of forming a ternary complex with saframycin-related compounds and DNA that induces a toxic response in cells. These studies implicate a previously unknown molecular mechanism of antiproliferative activity and, given that one member of the saframycin class has shown efficacy in cancer treatment, suggest that GAPDH may be a potential target for chemotherapeutic intervention.
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Affiliation(s)
- Chengguo Xing
- Department of Chemistry and Chemical Biology, Harvard University, 12 Oxford Street, Cambridge, MA 02128, USA
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28
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Mor O, Nativ O, Stein A, Novak L, Lehavi D, Shiboleth Y, Rozen A, Berent E, Brodsky L, Feinstein E, Rahav A, Morag K, Rothenstein D, Persi N, Mor Y, Skaliter R, Regev A. Molecular analysis of transitional cell carcinoma using cDNA microarray. Oncogene 2003; 22:7702-10. [PMID: 14576834 DOI: 10.1038/sj.onc.1207039] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The incidence of transitional cell carcinoma (TCC), the fourth most common neoplasm diagnosed in men, is rising. Despite the development of several noninvasive diagnostic tests, none have gained full recognition by the clinicians. Gene expression profiling of tumors can identify new molecular markers for early diagnosis and disease follow-up. It also allows the classification of tumors into subclasses assisting in disease diagnosis and prognosis, as well as in treatment selection. In this paper, we employed expression profiling for molecular analysis of TCC. A TCC-derived cDNA microarray was constructed and hybridized with 19 probes from normal urothelium and TCC tissues. Hierarchical clustering analysis identified all normal urothelium samples to be tightly clustered and separated from the TCC samples, with 29 of the genes significantly induced (t-test, P<10(-5)) in noninvasive TCC compared to normal urothelium. The identified genes are involved in epithelial cells' functions, tumorigenesis or apoptosis, and could become molecular tools for noninvasive TCC diagnosis. Principal components analysis of the noninvasive and invasive TCC expression profiles further revealed sets of genes that are specifically induced in different tumor subsets, thus providing molecular fingerprints that expand the information gained from classical staging and grading.
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Affiliation(s)
- Orna Mor
- QBI Enterprises Ltd, PO Box 4071, Nes Ziona 70400, Israel.
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29
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Schmid H, Cohen CD, Henger A, Irrgang S, Schlöndorff D, Kretzler M. Validation of endogenous controls for gene expression analysis in microdissected human renal biopsies. Kidney Int 2003; 64:356-60. [PMID: 12787429 DOI: 10.1046/j.1523-1755.2003.00074.x] [Citation(s) in RCA: 122] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND The appropriate choice of an internal reference is critical for quantitative RNA analysis. However, no comparison of frequently used "housekeeping" genes is available for renal biopsy studies. METHODS Microdissected biopsies from 165 patients, including a wide range of histopathologic diagnoses, were analyzed [immunoglobulin A (IgA) nephritis, membranous glomerulopathy, rapid progressive glomerulonephritis, minimal change disease, focal segmental glomerulosclerosis (FSGS), nephrosclerosis, diabetic nephropathy, interstitial nephritis, and controls]. Expression of three frequently used housekeeping genes [glyceraldehyde-3-phosphate dehydrogenase (GAPDH), 18S rRNA, and cyclophilin A] was examined by real-time reverse transcription-polymerase chain reaction (RT-PCR). RESULTS Absolute expression values of reference genes obtained from the renal biopsies were related to each other. In tubulointerstitial compartment, a positive correlation coefficient (r) of 0.96 was observed between 18S rRNA and cyclophilin A. However, a subset of samples showed lower expression levels for GAPDH in relation to 18S rRNA or cyclophilin A, resulting in a decrease to r = 0.77 and r = 0.73, respectively, consistent with considerable mRNA regulation of GAPDH. In glomerular samples, a comparable low correlation between GAPDH versus 18S rRNA (r = 0.75) was obtained. CONCLUSION Using a single housekeeper gene as reference for renal biopsy studies, differences in gene expression ratios may reflect regulation of the internal control rather than the mRNA under investigation. Relating the gene expression to several housekeepers in parallel (i.e., 18S rRNA and cyclophilin A) should result in robust expression data.
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Affiliation(s)
- Holger Schmid
- Medizinische Poliklinik, Ludwig-Maximilians-University of Munich, Munich, Germany
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30
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Mazzola JL, Sirover MA. Subcellular localization of human glyceraldehyde-3-phosphate dehydrogenase is independent of its glycolytic function. BIOCHIMICA ET BIOPHYSICA ACTA 2003; 1622:50-6. [PMID: 12829261 DOI: 10.1016/s0304-4165(03)00117-x] [Citation(s) in RCA: 57] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Glyceraldehyde-3-phosphate dehydrogenase (GAPDH) was considered a classical glycolytic protein involved exclusively in cytosolic energy production. However, recent evidence suggests that it is a multifunctional protein displaying diverse activities distinct from its conventional metabolic role. These new roles for GAPDH may be dependent on its subcellular localization, oligomeric state or on the proliferative state of the cell. GAPDH is encoded by a single gene without alternate splicing. The regulatory mechanisms are unknown through which an individual GAPDH molecule fulfills its non-glycolytic functions or is targeted to a specific intracellular localization. Accordingly, as a first step to elucidate these subcellular regulatory mechanisms, we examined the interrelationship between the intracellular expression of the GAPDH protein and its glycolytic function in normal human fetal and senior cells. GAPDH localization was determined by immunoblot analysis. Enzyme activity was quantitated by in vitro biochemical assay. We now report that the subcellular expression of GAPDH was independent of its classical glycolytic function. In particular, in both fetal and senior cells, considerable GADPH protein was present in intracellular domains characterized by significantly reduced catalysis. Gradient analysis indicated that this lower activity was not due to the dissociation of tetrameric GAPDH. These results suggest that human cells contain significant intracellular levels of enzymatically inactive GAPDH which is age-independent. The possibility is considered that the functional diversity of GAPDH may be mediated either by posttranslational alteration or by subcellular protein:protein and/or protein:nucleic acid interactions.
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Affiliation(s)
- Jennifer L Mazzola
- Department of Pharmacology, Temple University School of Medicine, 3420 N. Broad Street, Philadelphia, PA 19140, USA
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31
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Ghosh S, Mukherjee K, Ray M, Ray S. Identification of a critical lysine residue at the active site in glyceraldehyde-3-phosphate dehydrogenase of Ehrlich ascites carcinoma cell. Comparison with the rabbit muscle enzyme. EUROPEAN JOURNAL OF BIOCHEMISTRY 2001; 268:6037-44. [PMID: 11732997 DOI: 10.1046/j.0014-2956.2001.02522.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The involvement of the lysine residue present at the active site of Ehrlich ascites carcinoma (EAC) cell glyceraldehyde-3-phosphate dehydrogenase (Gra3PDH) was investigated by using the lysine specific reagents trinitrobenzenesulfonic acid (TNBS) and pyridoxal phosphate (PP). Both TNBS and PP inactivated EAC cell Gra3PDH with pseudo-first-order kinetics with the rate dependent on modifier concentration. Kinetic analysis, including a Tsou plot, indicated that both TNBS and PP apparently react with one lysine residue per enzyme molecule. Two of the substrates, d-glyceraldehyde-3-phosphate and NAD, and also NADH, the product and competitive inhibitor, almost completely protected the enzyme from inactivation by TNBS. A comparative study of Gra3PDH of EAC cell and rabbit muscle indicates that the nature of active site of the enzyme is significantly different in these two cells. A double inhibition study using 5,5'-dithiobis(2-nitrobenzoic acid) and TNBS and subsequent reactivation of only the rabbit muscle enzyme by dithiothreitol suggested that a cysteine residue of this enzyme possibly reacts with TNBS. These studies on the other hand, confirm that an essential lysine residue is involved in the catalytic activity of the EAC cell enzyme. This difference in the nature of the active site of EAC cell Gra3PDH that may be related to the high glycolysis of malignant cells has been discussed.
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Affiliation(s)
- S Ghosh
- Department of Biological Chemistry, Indian Association for the Cultivation of Science, Calcutta, India
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32
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Goidin D, Mamessier A, Staquet MJ, Schmitt D, Berthier-Vergnes O. Ribosomal 18S RNA prevails over glyceraldehyde-3-phosphate dehydrogenase and beta-actin genes as internal standard for quantitative comparison of mRNA levels in invasive and noninvasive human melanoma cell subpopulations. Anal Biochem 2001; 295:17-21. [PMID: 11476540 DOI: 10.1006/abio.2001.5171] [Citation(s) in RCA: 282] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The comparison of the gene expression profiles between two subpopulations of melanoma cells (1C8 and T1C3) derived from the tumor of one patient by cDNA array revealed differences in GAPDH and beta-actin gene levels. These two housekeeping genes were up-regulated in invasive T1C3 melanoma cells compared to noninvasive 1C8 cells. Since cDNA array results were not confirmed by conventional RT-PCR throughout the exponential phase of amplification, we performed duplex relative RT-PCR using ribosomal 18S RNA as internal standard including competimer technology. Statistical analyses provided significant evidence that invasive T1C3 melanoma cells exhibited a twofold higher mRNA level of both GAPDH and beta-actin than noninvasive 1C8 cells. This study demonstrates that the duplex relative RT-PCR procedure including ribosomal 18S RNA as internal standard and competimer technology is precise for RNA quantification and is tailored for cDNA array validation. Our data provide molecular evidence that cellular subpopulations of the same pathological origin are highly heterogeneous and extend the concept that the selection of an appropriate internal control for comparative mRNA analysis should be adapted to each model of human cancers.
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Affiliation(s)
- D Goidin
- INSERM U 346, affiliée CNRS, Edouard Herriot Hospital, Lyon, F-69437, France
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33
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Schmoll D, Balabanov S, Schwarck D, Burchell A, Kleist B, Zimmermann U, Walther R. Differential expression of the subunits of the glucose-6-phosphatase system in the clear cell type of human renal cell carcinoma - no evidence for an overexpression of protein kinase B. Cancer Lett 2001; 167:85-90. [PMID: 11323102 DOI: 10.1016/s0304-3835(01)00465-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The expression of two components of the glucose-6-phosphatase system, the catalytic subunit (G6PaseC) and the glucose-6-phosphate transporter, was analyzed in the clear cell type of human renal cell carcinoma. The expression of G6PaseC was decreased in tumours compared with non-tumourous tissue of the same patient. The expression of G6PaseT varied with no general trend between tumours and control tissue. The expression of protein kinase B (PKB) was unchanged in the tumours, suggesting that the down-regulation of G6PaseC in clear cells and the maintenance of the transformed phenotype are not predominantly caused by an overexpression of PKB.
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Affiliation(s)
- D Schmoll
- Department of Medical Biochemistry and Molecular Biology, University of Greifswald, D-17487, Greifswald, Germany.
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