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Wang K, Guo D, Yan T, Sun S, Wang Y, Zheng H, Wang G, Du J. ZBTB16 inhibits DNA replication and induces cell cycle arrest by targeting WDHD1 transcription in lung adenocarcinoma. Oncogene 2024; 43:1796-1810. [PMID: 38654107 DOI: 10.1038/s41388-024-03041-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Revised: 04/11/2024] [Accepted: 04/15/2024] [Indexed: 04/25/2024]
Abstract
Lung adenocarcinoma is a malignant tumor with high morbidity and mortality. ZBTB16 plays a double role in various tumors; however, the potential mechanism of ZBTB16 in the pathophysiology of lung adenocarcinoma has yet to be elucidated. We herein observed a decreased expression of ZBTB16 mRNA and protein in lung adenocarcinoma and a significantly increased DNA methylation level of ZBTB16 in patients with lung adenocarcinoma. Analysis of public databases and patients' clinical data indicated a close association between ZBTB16 and patient survival. Ectopic expression of ZBTB16 in lung adenocarcinoma cells significantly inhibited cell proliferation, invasion, and migration. It also induced cell cycle arrest in the S phase. Meanwhile, mitotic catastrophe was induced, and DNA damage and apoptosis occurred. In line with these findings, the overexpression of ZBTB16 in xenograft mice resulted in the inhibition of tumor growth. Comprehensive analysis showed that WDHD1 was a potential target for ZBTB16. The overexpression of both isoforms of WDHD1 significantly reversed the ZBTB16-mediated inhibition of lung adenocarcinoma proliferation and cell cycle. These studies suggest that ZBTB16 impedes the progression of lung adenocarcinoma by interfering with WDHD1 transcription, making it a potential novel therapeutic target in the management of lung adenocarcinoma.
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Affiliation(s)
- Kai Wang
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, China
- Department of Healthcare Respiratory Medicine, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Deyu Guo
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Tao Yan
- Lung Transplantation Center, Department of Thoracic Surgery, Nanjing Medical University Affiliated Wuxi People's Hospital, Wuxi, China
| | - Shijie Sun
- Institute of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Yadong Wang
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Haotian Zheng
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Guanghui Wang
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, China
- Department of Thoracic Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China
| | - Jiajun Du
- Institute of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, China.
- Department of Thoracic Surgery, Shandong Provincial Hospital, Shandong University, Jinan, China.
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2
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Zhong S, Borlak J. Sex differences in the tumor promoting effects of tobacco smoke in a cRaf transgenic lung cancer disease model. Arch Toxicol 2024; 98:957-983. [PMID: 38245882 PMCID: PMC10861769 DOI: 10.1007/s00204-023-03671-5] [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: 09/05/2023] [Accepted: 12/14/2023] [Indexed: 01/23/2024]
Abstract
Tobacco smoke (TS) is the leading cause for lung cancer (LC), and female smokers are at a greater risk for LC. Yet, the underlying causes are unknown. We performed whole genome scans in TS exposed wild type and histologically characterized tumor lesions of cRaf transgenic mice. We constructed miRNA-gene and transcription factor-miRNA/gene regulatory networks and determined sex-specific gene regulations by evaluating hormone receptor activities. We validated the findings from TS exposed cRaf mice in a large cohort of smoking and never-smoking LC patients. When compared to males, TS prompted a sevenfold increase in tumor multiplicity in cRaf females. Genome-wide scans of tumor lesions identified 161 and 53 genes and miRNAs, which code for EGFR/MAPK signaling, cell proliferation, oncomirs and oncogenes, and 50% of DEGs code for immune response and tumor evasion. Outstandingly, in transgenic males, TS elicited upregulation of 20 tumor suppressors, some of which are the targets of the androgen and estrogen receptor. Conversely, in females, 18 tumor suppressors were downregulated, and five were specifically repressed by the estrogen receptor. We found TS to perturb the circadian clock in a sex-specific manner and identified a female-specific regulatory loop that consisted of the estrogen receptor, miR-22-3p and circadian genes to support LC growth. Finally, we confirmed sex-dependent tumor promoting effects of TS in a large cohort of LC patients. Our study highlights the sex-dependent genomic responses to TS and the interplay of circadian clock genes and hormone receptors in the regulation of oncogenes and oncomirs in LC growth.
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Affiliation(s)
- Shen Zhong
- Centre for Pharmacology and Toxicology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany
| | - Jürgen Borlak
- Centre for Pharmacology and Toxicology, Hannover Medical School, Carl-Neuberg-Str. 1, 30625, Hannover, Germany.
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3
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Prekovic S, Chalkiadakis T, Roest M, Roden D, Lutz C, Schuurman K, Opdam M, Hoekman L, Abbott N, Tesselaar T, Wajahat M, Dwyer AR, Mayayo‐Peralta I, Gomez G, Altelaar M, Beijersbergen R, Győrffy B, Young L, Linn S, Jonkers J, Tilley W, Hickey T, Vareslija D, Swarbrick A, Zwart W. Luminal breast cancer identity is determined by loss of glucocorticoid receptor activity. EMBO Mol Med 2023; 15:e17737. [PMID: 37902007 PMCID: PMC10701603 DOI: 10.15252/emmm.202317737] [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: 03/21/2023] [Revised: 09/27/2023] [Accepted: 10/04/2023] [Indexed: 10/31/2023] Open
Abstract
Glucocorticoid receptor (GR) is a transcription factor that plays a crucial role in cancer biology. In this study, we utilized an in silico-designed GR activity signature to demonstrate that GR relates to the proliferative capacity of numerous primary cancer types. In breast cancer, the GR activity status determines luminal subtype identity and has implications for patient outcomes. We reveal that GR engages with estrogen receptor (ER), leading to redistribution of ER on the chromatin. Notably, GR activation leads to upregulation of the ZBTB16 gene, encoding for a transcriptional repressor, which controls growth in ER-positive breast cancer and associates with prognosis in luminal A patients. In relation to ZBTB16's repressive nature, GR activation leads to epigenetic remodeling and loss of histone acetylation at sites proximal to cancer-driving genes. Based on these findings, epigenetic inhibitors reduce viability of ER-positive breast cancer cells that display absence of GR activity. Our findings provide insights into how GR controls ER-positive breast cancer growth and may have implications for patients' prognostication and provide novel therapeutic candidates for breast cancer treatment.
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Affiliation(s)
- Stefan Prekovic
- Division of Oncogenomics, Oncode InstituteThe Netherlands Cancer InstituteAmsterdamThe Netherlands
- Center for Molecular MedicineUMC UtrechtUtrechtThe Netherlands
| | | | - Merel Roest
- Division of Oncogenomics, Oncode InstituteThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Daniel Roden
- Cancer Ecosystems ProgramGarvan Institute of Medical ResearchDarlinghurstNSWAustralia
- School of Clinical Medicine, Faculty of Medicine and HealthUNSW SydneySydneyNSWAustralia
| | - Catrin Lutz
- Division of Molecular Pathology, Oncode InstituteThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Karianne Schuurman
- Division of Oncogenomics, Oncode InstituteThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Mark Opdam
- Division of Molecular Pathology, Oncode InstituteThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Liesbeth Hoekman
- Mass Spectrometry/Proteomics FacilityThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Nina Abbott
- Division of Oncogenomics, Oncode InstituteThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Tanja Tesselaar
- Division of Oncogenomics, Oncode InstituteThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Maliha Wajahat
- Dame Roma Mitchell Cancer Research Laboratories, Adelaide Medical SchoolUniversity of AdelaideAdelaideSAAustralia
| | - Amy R Dwyer
- Dame Roma Mitchell Cancer Research Laboratories, Adelaide Medical SchoolUniversity of AdelaideAdelaideSAAustralia
| | - Isabel Mayayo‐Peralta
- Division of Oncogenomics, Oncode InstituteThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Gabriela Gomez
- School of Pharmacy and Biomolecular SciencesThe Royal College of Surgeons University of Medicine and Health SciencesDublinIreland
| | - Maarten Altelaar
- Mass Spectrometry/Proteomics FacilityThe Netherlands Cancer InstituteAmsterdamThe Netherlands
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical SciencesUtrecht UniversityUtrechtThe Netherlands
| | - Roderick Beijersbergen
- Division of Molecular Carcinogenesis and Robotics and Screening CentreNetherlands Cancer InstituteAmsterdamThe Netherlands
| | - Balázs Győrffy
- TTK Cancer Biomarker Research GroupInstitute of EnzymologyBudapestHungary
- Department of Bioinformatics and 2nd Department of PediatricsSemmelweis UniversityBudapestHungary
| | - Leonie Young
- Endocrine Oncology Research Group, Department of SurgeryThe Royal College of Surgeons University of Medicine and Health SciencesDublinIreland
- Beaumont RCSI Cancer CentreBeaumont HospitalDublinIreland
| | - Sabine Linn
- Division of Molecular Pathology, Oncode InstituteThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Jos Jonkers
- Division of Molecular Pathology, Oncode InstituteThe Netherlands Cancer InstituteAmsterdamThe Netherlands
| | - Wayne Tilley
- Dame Roma Mitchell Cancer Research Laboratories, Adelaide Medical SchoolUniversity of AdelaideAdelaideSAAustralia
- Freemasons Centre for Male Health and WellbeingUniversity of AdelaideAdelaideSAAustralia
| | - Theresa Hickey
- Dame Roma Mitchell Cancer Research Laboratories, Adelaide Medical SchoolUniversity of AdelaideAdelaideSAAustralia
| | - Damir Vareslija
- School of Pharmacy and Biomolecular SciencesThe Royal College of Surgeons University of Medicine and Health SciencesDublinIreland
- Beaumont RCSI Cancer CentreBeaumont HospitalDublinIreland
| | - Alexander Swarbrick
- Cancer Ecosystems ProgramGarvan Institute of Medical ResearchDarlinghurstNSWAustralia
- School of Clinical Medicine, Faculty of Medicine and HealthUNSW SydneySydneyNSWAustralia
| | - Wilbert Zwart
- Division of Oncogenomics, Oncode InstituteThe Netherlands Cancer InstituteAmsterdamThe Netherlands
- Laboratory of Chemical Biology and Institute for Complex Molecular Systems, Department of Biomedical EngineeringEindhoven University of TechnologyEindhovenThe Netherlands
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4
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Zhong S, Borlak J. Sex disparities in non-small cell lung cancer: mechanistic insights from a cRaf transgenic disease model. EBioMedicine 2023; 95:104763. [PMID: 37625265 PMCID: PMC10470261 DOI: 10.1016/j.ebiom.2023.104763] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 07/10/2023] [Accepted: 08/03/2023] [Indexed: 08/27/2023] Open
Abstract
BACKGROUND Women are at greater risk of developing non-small cell lung cancer (NSCLC), yet the underlying causes remain unclear. METHODS We performed whole genome scans in lung tumours of cRaf transgenic mice and identified miRNA, transcription factor and hormone receptor dependent gene regulations. We confirmed hormone receptors by immunohistochemistry and constructed regulatory gene networks by considering experimentally validated miRNA-gene and transcription factor-miRNA/gene targets. Bioinformatics, genomic foot-printing and gene enrichment analysis established sex-specific circuits of lung tumour growth. Translational research involved a large cohort of NSCLC patients. We evaluated commonalities in sex-specific NSCLC gene regulations between mice and humans and determined their prognostic value in Kaplan-Meier survival statistics and COX proportional hazard regression analysis. FINDINGS Overexpression of the cRaf kinase elicited an extraordinary 8-fold increase in tumour growth among females, and nearly 70% of the 112 differentially expressed genes (DEGs) were female specific. We identified oncogenes, oncomirs, tumour suppressors, cell cycle regulators and MAPK/EGFR signalling molecules, which prompted sex-based differences in NSCLC, and we deciphered a regulatory gene-network, which protected males from accelerated tumour growth. Strikingly, 41% of DEGs are targets of hormone receptors, and the majority (85%) are oestrogen receptor (ER) dependent. We confirmed the role of ER in a large cohort of NSCLC patients and validated 40% of DEGs induced by cRaf in clinical tumour samples. INTERPRETATION We report the molecular wiring that prompted sex disparities in tumour growth. This allowed us to propose the development of molecular targeted therapies by jointly blocking ER, CDK1 and arginase 2 in NSCLC. FUNDING We gratefully acknowledge the financial support of the Lower Saxony Ministry of Culture and Sciences and Volkswagen Foundation, Germany to JB (25A.5-7251-99-3/00) and of the Chinese Scholarship Council to SZ (202008080022). This publication is funded by the Deutsche Forschungsgemeinschaft (DFG) as part of the "Open Access Publikationskosten" program.
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Affiliation(s)
- Shen Zhong
- Centre for Pharmacology and Toxicology, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover 30625, Germany
| | - Jürgen Borlak
- Centre for Pharmacology and Toxicology, Hannover Medical School, Carl-Neuberg-Str. 1, Hannover 30625, Germany.
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5
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Pritchett EM, Van Goor A, Schneider BK, Young M, Lamont SJ, Schmidt CJ. Chicken pituitary transcriptomic responses to acute heat stress. Mol Biol Rep 2023; 50:5233-5246. [PMID: 37127810 DOI: 10.1007/s11033-023-08464-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 04/14/2023] [Indexed: 05/03/2023]
Abstract
BACKGROUND Poultry production is vulnerable to increasing temperatures in terms of animal welfare and in economic losses. With the predicted increase in global temperature and the number and severity of heat waves, it is important to understand how chickens raised for food respond to heat stress. This knowledge can be used to determine how to select chickens that are adapted to thermal challenge. As neuroendocrine organs, the hypothalamus and pituitary provide systemic regulation of the heat stress response. METHODS AND RESULTS Here we report a transcriptome analysis of the pituitary response to acute heat stress. Chickens were stressed for 2 h at 35 °C (HS) and transcriptomes compared with birds maintained in thermoneutral temperatures (25 °C). CONCLUSIONS The observations were evaluated in the context of ontology terms and pathways to describe the pituitary response to heat stress. The pituitaries of heat stressed birds exhibited responses to hyperthermia through altered expression of genes coding for chaperones, cell cycle regulators, cholesterol synthesis, transcription factors, along with the secreted peptide hormones, prolactin, and proopiomelanocortin.
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Affiliation(s)
| | - Angelica Van Goor
- Animal Science, Iowa State University, Ames, IA, USA
- Food Science and Human Nutrition, Iowa State University, Ames, IA, USA
| | | | - Meaghan Young
- Animal and Food Science, University of Delaware, Newark, DE, USA
| | | | - Carl J Schmidt
- Animal and Food Science, University of Delaware, Newark, DE, USA.
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Zhang H, Lu D, Li Q, Lu F, Zhang J, Wang Z, Lu X, Wang J. Identification of Six Prognostic Genes in EGFR-Mutant Lung Adenocarcinoma Using Structure Network Algorithms. Front Genet 2021; 12:755245. [PMID: 34868228 PMCID: PMC8635158 DOI: 10.3389/fgene.2021.755245] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2021] [Accepted: 10/25/2021] [Indexed: 01/31/2023] Open
Abstract
This study aims to determine hub genes related to the incidence and prognosis of EGFR-mutant (MT) lung adenocarcinoma (LUAD) with weighted gene coexpression network analysis (WGCNA). From The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases, we used 253 EGFR-MT LUAD samples and 38 normal lung tissue samples. At the same time, GSE19188 was additionally included to verify the accuracy of the predicted gene. To discover differentially expressed genes (DEGs), the R package “limma” was used. The R packages “WGCNA” and “survival” were used to perform WGCNA and survival analyses, respectively. The functional analysis was carried out with the R package “clusterProfiler.” In total, 1450 EGFR-MT–specific DEGs were found, and 7 tumor-related modules were marked with WGCNA. We found 6 hub genes in DEGs that overlapped with the tumor-related modules, and the overexpression level of B3GNT3 was significantly associated with the worse OS (overall survival) of the EGFR-MT LUAD patients (p < 0.05). Functional analysis of the hub genes showed the metabolism and protein synthesis–related terms added value. In conclusion, we used WGCNA to identify hub genes in the development of EGFR-MT LUAD. The established prognostic factors could be used as clinical biomarkers. To confirm the mechanism of those genes in EGFR-MT LUAD, further molecular research is required.
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Affiliation(s)
- Haomin Zhang
- Department of Hematology, The Second Medical Center, Chinese PLA General Hospital, National Clinical Research Center for Geriatric Disease, Beijing, China
| | - Di Lu
- Department of Oncology, The Fifth Medical Center of Chinese PLA General Hospital, Beijing, China.,Medical School of Chinese PLA, Beijing, China
| | - Qinglun Li
- College of Science, University of Shanghai for Science and Technology, Beijing, China
| | - Fengfeng Lu
- State Key Laboratory of Toxicology and Medical Countermeasures, Beijing Key Laboratory of Neuropsychopharmacology, Beijing Institute of Pharmacology and Toxicology, Beijing, China
| | - Jundong Zhang
- Department of Hematology, The Second Medical Center, Chinese PLA General Hospital, National Clinical Research Center for Geriatric Disease, Beijing, China.,Medical School of Chinese PLA, Beijing, China
| | - Zining Wang
- Department of Hematology, The Second Medical Center, Chinese PLA General Hospital, National Clinical Research Center for Geriatric Disease, Beijing, China.,Medical School of Chinese PLA, Beijing, China
| | - Xuechun Lu
- Department of Hematology, The Second Medical Center, Chinese PLA General Hospital, National Clinical Research Center for Geriatric Disease, Beijing, China
| | - Jinliang Wang
- Department of Oncology, The Fifth Medical Center of Chinese PLA General Hospital, Beijing, China
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7
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Zhou L, Song Z, Hu J, Liu L, Hou Y, Zhang X, Yang X, Chen K. ACSS3 represses prostate cancer progression through downregulating lipid droplet-associated protein PLIN3. Am J Cancer Res 2021; 11:841-860. [PMID: 33391508 PMCID: PMC7738848 DOI: 10.7150/thno.49384] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 10/21/2020] [Indexed: 12/13/2022] Open
Abstract
Current endocrine therapy for prostate cancer (PCa) mainly inhibits androgen/androgen receptor (AR) signaling. However, due to increased intratumoural androgen synthesis and AR variation, PCa progresses to castration-resistant prostate cancer (CRPC), which ultimately becomes resistant to endocrine therapy. A search for new therapeutic perspectives is urgently needed. Methods: By screening lipid metabolism-related gene sets and bioinformatics analysis in prostate cancer database, we identified the key lipid metabolism-related genes in PCa. Bisulfite genomic Sequence Polymerase Chain Reaction (PCR) (BSP) and Methylation-Specific Polymerase Chain Reaction (PCR) (MSP) were preformed to detect the promoter methylation of ACSS3. Gene expression was analyzed by qRT-PCR, Western blotting, IHC and co-IP. The function of ACSS3 in PCa was measured by CCK-8, Transwell assays. LC/MS, Oil Red O assays and TG and cholesterol measurement assays were to detect the levels of TG and cholesterol in cells. Resistance to Enzalutamide in C4-2 ENZR cells was examined in a xenograft tumorigenesis model in vivo. Results: We found that acyl-CoA synthetase short chain family member 3 (ACSS3) was downregulated and predicted a poor prognosis in PCa. Loss of ACSS3 expression was due to gene promoter methylation. Restoration of ACSS3 expression in PCa cells significantly reduced LD deposits, thus promoting apoptosis by increasing endoplasmic reticulum (ER) stress, and decreasing de novo intratumoral androgen synthesis, inhibiting CRPC progression and reversing Enzalutamide resistance. Mechanistic investigations demonstrated that ACSS3 reduced LD deposits by regulating the stability of the LD coat protein perilipin 3 (PLIN3). Conclusions: Our study demonstrated that ACSS3 represses prostate cancer progression through downregulating lipid droplet-associated protein PLIN3.
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Zengin T, Önal-Süzek T. Analysis of genomic and transcriptomic variations as prognostic signature for lung adenocarcinoma. BMC Bioinformatics 2020; 21:368. [PMID: 32998690 PMCID: PMC7526001 DOI: 10.1186/s12859-020-03691-3] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Background Lung cancer is the leading cause of the largest number of deaths worldwide and lung adenocarcinoma is the most common form of lung cancer. In order to understand the molecular basis of lung adenocarcinoma, integrative analysis have been performed by using genomics, transcriptomics, epigenomics, proteomics and clinical data. Besides, molecular prognostic signatures have been generated for lung adenocarcinoma by using gene expression levels in tumor samples. However, we need signatures including different types of molecular data, even cohort or patient-based biomarkers which are the candidates of molecular targeting. Results We built an R pipeline to carry out an integrated meta-analysis of the genomic alterations including single-nucleotide variations and the copy number variations, transcriptomics variations through RNA-seq and clinical data of patients with lung adenocarcinoma in The Cancer Genome Atlas project. We integrated significant genes including single-nucleotide variations or the copy number variations, differentially expressed genes and those in active subnetworks to construct a prognosis signature. Cox proportional hazards model with Lasso penalty and LOOCV was used to identify best gene signature among different gene categories. We determined a 12-gene signature (BCHE, CCNA1, CYP24A1, DEPTOR, MASP2, MGLL, MYO1A, PODXL2, RAPGEF3, SGK2, TNNI2, ZBTB16) for prognostic risk prediction based on overall survival time of the patients with lung adenocarcinoma. The patients in both training and test data were clustered into high-risk and low-risk groups by using risk scores of the patients calculated based on selected gene signature. The overall survival probability of these risk groups was highly significantly different for both training and test datasets. Conclusions This 12-gene signature could predict the prognostic risk of the patients with lung adenocarcinoma in TCGA and they are potential predictors for the survival-based risk clustering of the patients with lung adenocarcinoma. These genes can be used to cluster patients based on molecular nature and the best candidates of drugs for the patient clusters can be proposed. These genes also have a high potential for targeted cancer therapy of patients with lung adenocarcinoma.
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Affiliation(s)
- Talip Zengin
- Department of Bioinformatics, Muğla Sıtkı Koçman University, Muğla, Turkey.,Department of Molecular Biology and Genetics, Muğla Sıtkı Koçman University, Muğla, Turkey
| | - Tuğba Önal-Süzek
- Department of Bioinformatics, Muğla Sıtkı Koçman University, Muğla, Turkey. .,Department of Computer Engineering, Muğla Sıtkı Koçman University, Muğla, Turkey.
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Sklarz LM, Gladbach YS, Ernst M, Hamed M, Roolf C, Sender S, Beck J, Schütz E, Fischer S, Struckmann S, Junghanss C, Fuellen G, Murua Escobar H. Combination of the PI3K inhibitor Idelalisib with the conventional cytostatics cytarabine and dexamethasone leads to changes in pathway activation that induce anti-proliferative effects in B lymphoblastic leukaemia cell lines. Cancer Cell Int 2020; 20:390. [PMID: 32817744 PMCID: PMC7425054 DOI: 10.1186/s12935-020-01431-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 07/16/2020] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND The introduction of combined conventional cytostatics and pathway-specific inhibitors has opened new treatment options for several cancer types including hematologic neoplasia such as leukaemias. As the detailed understanding of the combination-induced molecular effects is often lacking, the identification of combination-induced molecular mechanisms bears significant value for the further development of interventional approaches. METHODS Combined application of conventional cytostatic agents (cytarabine and dexamethasone) with the PI3K-inhibitor Idelalisib was analysed on cell-biologic parameters in two acute pro-B lymphoblastic leukaemia (B-ALL) cell lines. In particular, for comparative characterisation of the molecular signatures induced by the combined and mono application, whole transcriptome sequencing was performed. Emphasis was placed on pathways and genes exclusively regulated by drug combinations. RESULTS Idelalisib + cytostatics combinations changed pathway activation for, e.g., "Retinoblastoma in cancer", "TGF-b signalling", "Cell cycle" and "DNA-damage response" to a greater extent than the two cytostatics alone. Analyses of the top-20 regulated genes revealed that both combinations induce characteristic gene expression changes. CONCLUSION A specific set of genes was exclusively deregulated by the drug combinations, matching the combination-specific anti-proliferative cell-biologic effects. The addition of Idelalisib suggests minor synergistic effects which are rather to be classified as additive.
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Affiliation(s)
- L.-M. Sklarz
- Department of Medicine, Clinic III - Hematology/Oncology/Palliative Care, Rostock University Medical Center, Rostock, Germany
| | - Y. S. Gladbach
- Institute for Biostatistics and Informatics in Medicine and Ageing Research (IBIMA), Rostock University Medical Center, Rostock, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
- Division of Applied Bioinformatics, German Cancer Research Center (DKFZ), National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
| | - M. Ernst
- Institute for Biostatistics and Informatics in Medicine and Ageing Research (IBIMA), Rostock University Medical Center, Rostock, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - M. Hamed
- Institute for Biostatistics and Informatics in Medicine and Ageing Research (IBIMA), Rostock University Medical Center, Rostock, Germany
| | - C. Roolf
- Department of Medicine, Clinic III - Hematology/Oncology/Palliative Care, Rostock University Medical Center, Rostock, Germany
| | - S. Sender
- Department of Medicine, Clinic III - Hematology/Oncology/Palliative Care, Rostock University Medical Center, Rostock, Germany
| | - J. Beck
- Chronix Biomedical GmbH, Göttingen, Germany
| | - E. Schütz
- Chronix Biomedical GmbH, Göttingen, Germany
| | - S. Fischer
- Institute for Biostatistics and Informatics in Medicine and Ageing Research (IBIMA), Rostock University Medical Center, Rostock, Germany
| | - S. Struckmann
- Institute for Biostatistics and Informatics in Medicine and Ageing Research (IBIMA), Rostock University Medical Center, Rostock, Germany
| | - C. Junghanss
- Department of Medicine, Clinic III - Hematology/Oncology/Palliative Care, Rostock University Medical Center, Rostock, Germany
| | - G. Fuellen
- Department of Medicine, Clinic III - Hematology/Oncology/Palliative Care, Rostock University Medical Center, Rostock, Germany
| | - H. Murua Escobar
- Department of Medicine, Clinic III - Hematology/Oncology/Palliative Care, Rostock University Medical Center, Rostock, Germany
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Noh KH, Jeong AJ, Lee H, Lee SH, Yi E, Chang PS, Kwak C, Ye SK. Crosstalk Between Prostate Cancer Cells and Tumor-Associated Fibroblasts Enhances the Malignancy by Inhibiting the Tumor Suppressor PLZF. Cancers (Basel) 2020; 12:cancers12051083. [PMID: 32349303 PMCID: PMC7281005 DOI: 10.3390/cancers12051083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 04/20/2020] [Indexed: 02/07/2023] Open
Abstract
Although prostate cancer is clinically manageable during the early stages of progression, metastatic progression severely compromises the prognosis and leads to mortality. Constitutive activation of STAT3 has been connected to prostate cancer malignancy, and abolishing the STAT3 activity may diminish tumor growth and metastasis. However, its suppressor genes and pathways have not been well established. In this study, we show that promyelocytic leukemia zinc finger (PLZF) has a putative tumor-suppressor function in prostate cancer by inhibiting phosphorylation of STAT3. Compared with a benign prostate, high-grade prostate cancer patient tissue was negatively correlated with PLZF expression. PLZF depletion accelerated proliferation and survival, migration, and invasion in human prostate cancer cells. Mechanistically, we demonstrated a novel role of PLZF as the transcriptional regulator of the tyrosine phosphatase SHP-1 that inhibits the oncogenic JAKs–STAT3 pathway. These results suggest that the collapse of PLZF expression by the CCL3 derived from fibroblasts accelerates the cell migration and invasion properties of prostate cancer cells. Our results suggest that increasing PLZF could be an attractive strategy for suppressing prostate cancer metastasis as well as for tumor growth.
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Affiliation(s)
- Kum Hee Noh
- Department of Pharmacology and Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea; (K.H.N.); (A.J.J.); (H.L.); (S.-H.L.); (E.Y.)
- Biomedical Science Project (BK21PLUS), Seoul National University College of Medicine, Seoul 03080, Korea
| | - Ae Jin Jeong
- Department of Pharmacology and Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea; (K.H.N.); (A.J.J.); (H.L.); (S.-H.L.); (E.Y.)
- Biomedical Science Project (BK21PLUS), Seoul National University College of Medicine, Seoul 03080, Korea
| | - Haeri Lee
- Department of Pharmacology and Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea; (K.H.N.); (A.J.J.); (H.L.); (S.-H.L.); (E.Y.)
- Biomedical Science Project (BK21PLUS), Seoul National University College of Medicine, Seoul 03080, Korea
| | - Song-Hee Lee
- Department of Pharmacology and Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea; (K.H.N.); (A.J.J.); (H.L.); (S.-H.L.); (E.Y.)
- Biomedical Science Project (BK21PLUS), Seoul National University College of Medicine, Seoul 03080, Korea
| | - Eunhee Yi
- Department of Pharmacology and Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea; (K.H.N.); (A.J.J.); (H.L.); (S.-H.L.); (E.Y.)
| | - Pahn-Shick Chang
- Department of Agricultural Biotechnology, Seoul National University, Seoul 08826, Korea;
- Center for Food and Bioconvergence, Seoul National University, Seoul 08826, Korea
- Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul 08826, Korea
| | - Cheol Kwak
- Department of Urology, Seoul National University Hospital, Seoul 03080, Korea;
- Department of Urology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Sang-Kyu Ye
- Department of Pharmacology and Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea; (K.H.N.); (A.J.J.); (H.L.); (S.-H.L.); (E.Y.)
- Biomedical Science Project (BK21PLUS), Seoul National University College of Medicine, Seoul 03080, Korea
- Ischemic/Hypoxic Disease Institute, Seoul National University College of Medicine, Seoul 03080, Korea
- Neuro-Immune Information Storage Network Research Center, Seoul National University College of Medicine, Seoul 03080, Korea
- Correspondence: ; Tel.: +82-2740-8281
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11
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Fan J, Li J, Guo S, Tao C, Zhang H, Wang W, Zhang Y, Zhang D, Ding S, Zeng C. Genome-wide DNA methylation profiles of low- and high-grade adenoma reveals potential biomarkers for early detection of colorectal carcinoma. Clin Epigenetics 2020; 12:56. [PMID: 32317010 PMCID: PMC7175491 DOI: 10.1186/s13148-020-00851-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 04/08/2020] [Indexed: 02/07/2023] Open
Abstract
Background Abnormal DNA methylation is a hallmark of human cancers and may be a promising biomarker for early diagnosis of human cancers. However, the majority of DNA methylation biomarkers that have been identified are based on the hypothesis that early differential methylation regions (DMRs) are maintained throughout carcinogenesis and could be detected at all stages of cancer. Methods In this study, we identified potential early biomarkers of colorectal cancer (CRC) development by genome-wide DNA methylation assay (Illumina infinium450, 450 K) of normal (N = 20) and pre-colorectal cancer samples including 18 low-grade adenoma (LGA) and 22 high-grade adenoma (HGA), integrated with GEO and ArrayExpress datasets (N = 833). Results We identified 209 and 8692 CpG sites that were significantly hyper-methylated in LGA and HGA, respectively. Pathway analysis identified nervous system-related methylation changes that are significantly associated with early adenoma development. Integration analysis revealed that DNA methylation in the promoter region of ADHFE1 has the most potential for being an early diagnostic biomarker for colorectal adenoma and cancer (sensitivity = 0.96, specificity = 0.95, area under the curve = 0.97). Conclusions Overall, we demonstrated that DNA methylation have been shown significant changes in the stage of LGA and HGA in the development of colon cancer. Genome-wide DNA methylation to LGA and HGA provided an important proxy to identify promising early diagnosis biomarkers for colorectal cancer.
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Affiliation(s)
- Jian Fan
- Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Jun Li
- Department of Gastroenterology, Peking University Third Hospital, Beijing, 100191, China
| | - Shicheng Guo
- Department of Medical Genetics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, 53726, USA.,Center for Precision Medicine Research, Marshfield Clinic Research Institute, Marshfield, WI, 54449, USA
| | - Chengcheng Tao
- Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China
| | - Haikun Zhang
- Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China.,University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Wenjing Wang
- Department of Gastroenterology, Peking University Third Hospital, Beijing, 100191, China
| | - Ying Zhang
- Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China
| | - Dake Zhang
- Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China. .,Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China.
| | - Shigang Ding
- Department of Gastroenterology, Peking University Third Hospital, Beijing, 100191, China.
| | - Changqing Zeng
- Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences, Beijing, 100101, China.
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12
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Zhang Q, Li X, Li Y, Chen S, Shen X, Dong X, Song Y, Zhang X, Huang K. Expression of the PTEN/FOXO3a/PLZF signalling pathway in pancreatic cancer and its significance in tumourigenesis and progression. Invest New Drugs 2019; 38:321-328. [PMID: 31087222 DOI: 10.1007/s10637-019-00791-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Accepted: 05/06/2019] [Indexed: 12/25/2022]
Abstract
Pancreatic cancer (PC) is one of the most lethal gastrointestinal malignancies. The PTEN/AKT signalling pathway is closely related to the tumourigenesis and progression of PC. The downstream effectors, FOXO3a, PLZF and VEGF, are reported to be involved in angiogenesis, lymph node metastasis and poor survival in PC. By using tissue microarrays and immunohistochemistry, we found, that PTEN, FOXO3a and PLZF expression was significantly decreased in PC specimens compared with that in chronic pancreatitis (CP) specimens, while VEGF expression was significantly increased. Furthermore, the expression of PTEN was positively correlated with that of FOXO3a and PLZF but negatively correlated with that of VEGF. Our results suggest that the PTEN/FOXO3a/PLZF signalling pathway may negatively regulate VEGF expression in PC. Through clinical analysis of 69 PC patients, PTEN, FOXO3a and PLZF expression was found to be significantly decreased in specimens from PC patients with lymph node metastasis and poor prognosis, while VEGF expression was significantly increased. Taken together, these reaults suggest that the PTEN/FOXO3a/PLZF signalling pathway may be capable of inhibiting growth and metastasis in PC by regulating VEGF-mediated angiogenesis, which requires further in vivo and in vitro studies and can potentially be a therapeutic target for PC.
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Affiliation(s)
- Qiubo Zhang
- Department of Gastroenterology, Ningbo Medical Center Lihuili Hospital, No. 57 Xingning Road, Yinzhou District, Ningbo, 315040, China
| | - Xuanna Li
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, No. 107, Yanjiang West Road, Yuexiu District, Guangzhou, 510120, China
| | - Yaqing Li
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, No. 107, Yanjiang West Road, Yuexiu District, Guangzhou, 510120, China
| | - Shaojie Chen
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, No. 107, Yanjiang West Road, Yuexiu District, Guangzhou, 510120, China
| | - Xiaoling Shen
- Department of Gastroenterology, Ningbo Medical Center Lihuili Hospital, No. 57 Xingning Road, Yinzhou District, Ningbo, 315040, China
| | - Xianwen Dong
- Department of Gastroenterology, Ningbo Medical Center Lihuili Hospital, No. 57 Xingning Road, Yinzhou District, Ningbo, 315040, China
| | - Yufei Song
- Department of Gastroenterology, Ningbo Medical Center Lihuili Hospital, No. 57 Xingning Road, Yinzhou District, Ningbo, 315040, China
| | - Xuesong Zhang
- Department of Gastroenterology, Ningbo Medical Center Lihuili Hospital, No. 57 Xingning Road, Yinzhou District, Ningbo, 315040, China
| | - Kaihong Huang
- Department of Gastroenterology, Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University, No. 107, Yanjiang West Road, Yuexiu District, Guangzhou, 510120, China.
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13
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PLZF inhibits proliferation and metastasis of gallbladder cancer by regulating IFIT2. Cell Death Dis 2018; 9:71. [PMID: 29358655 PMCID: PMC5833736 DOI: 10.1038/s41419-017-0107-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Revised: 10/23/2017] [Accepted: 10/24/2017] [Indexed: 02/06/2023]
Abstract
Gallbladder cancer (GBC) is a malignant cancer with very poor prognosis. Although promyelocytic leukemia zinc-finger protein (PLZF) was reported to be deregulated in numerous cancers and also relevant to clinical prognosis, its role in GBC progression has been little known. In this study, we found PLZF expression was decreased in GBC, correlating to advanced TNM stage, distant metastasis, and shorter overall survival. Moreover, ectopic PLZF expression in GBC cells (NOZ and GBC-SD) significantly reduced the cell proliferation, migration, and invasion. Consistently, overexpression of PLZF in xenograft mice model could suppress tumor growth and liver metastasis. Mechanical investigations verified PLZF could regulate the expression of cell cycle arrest-associated gene p21 and epithelial–mesenchymal transition (EMT)-related genes (E-cadherin and N-cadherin) in GBC cell lines. Importantly, PLZF remarkably increased the mRNA transcription of interferon-induced protein with tetratricopeptide repeat 2 (IFIT2) by increasing STAT1 protein level, a known factor involved in tumor progression. Furthermore, ablation of IFIT2 in PLZF overexpression cells abrogated the tumor-suppressive function of PLZF, at least partially, leading to impaired tumor growth and EMT program. These studies indicated PLZF inhibited the proliferation and metastasis via regulation of IFIT2. In conclusion, our study demonstrated PLZF could be a promising tumor biomarker for GBC, and also be a potential therapeutic target.
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14
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Mao XY, Lee MJ, Zhu J, Zhu C, Law SM, Snijders AM. Genome-wide screen identifies a novel prognostic signature for breast cancer survival. Oncotarget 2017; 8:14003-14016. [PMID: 28122328 PMCID: PMC5355157 DOI: 10.18632/oncotarget.14776] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Accepted: 12/31/2016] [Indexed: 12/17/2022] Open
Abstract
Large genomic datasets in combination with clinical data can be used as an unbiased tool to identify genes important in patient survival and discover potential therapeutic targets. We used a genome-wide screen to identify 587 genes significantly and robustly deregulated across four independent breast cancer (BC) datasets compared to normal breast tissue. Gene expression of 381 genes was significantly associated with relapse-free survival (RFS) in BC patients. We used a gene co-expression network approach to visualize the genetic architecture in normal breast and BCs. In normal breast tissue, co-expression cliques were identified enriched for cell cycle, gene transcription, cell adhesion, cytoskeletal organization and metabolism. In contrast, in BC, only two major co-expression cliques were identified enriched for cell cycle-related processes or blood vessel development, cell adhesion and mammary gland development processes. Interestingly, gene expression levels of 7 genes were found to be negatively correlated with many cell cycle related genes, highlighting these genes as potential tumor suppressors and novel therapeutic targets. A forward-conditional Cox regression analysis was used to identify a 12-gene signature associated with RFS. A prognostic scoring system was created based on the 12-gene signature. This scoring system robustly predicted BC patient RFS in 60 sampling test sets and was further validated in TCGA and METABRIC BC data. Our integrated study identified a 12-gene prognostic signature that could guide adjuvant therapy for BC patients and includes novel potential molecular targets for therapy.
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Affiliation(s)
- Xuan Y Mao
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Matthew J Lee
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Jeffrey Zhu
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Carissa Zhu
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Sindy M Law
- Department of Psychiatry, Weill Institute for Neurosciences, University of California San Francisco, San Francisco, California, USA
| | - Antoine M Snijders
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
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15
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Jin Y, Nenseth HZ, Saatcioglu F. Role of PLZF as a tumor suppressor in prostate cancer. Oncotarget 2017; 8:71317-71324. [PMID: 29050363 PMCID: PMC5642638 DOI: 10.18632/oncotarget.19813] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2017] [Accepted: 07/12/2017] [Indexed: 01/07/2023] Open
Abstract
The promyelocytic leukemia zinc finger (PLZF), also known as ZBTB16 (Zinc Finger And BTB Domain Containing 16), is a transcription factor involved in the regulation of diverse biological processes, including cell proliferation, differentiation, organ development, stem cell maintenance and innate immune cell development. A number of recent studies have now implicated PLZF in cancer progression as a tumor suppressor. However, in certain cancer types, PLZF may function as an oncoprotein. Here, we summarize our current knowledge on the role of PLZF in various cancer types, in particular prostate cancer, including its deregulation, genomic alterations and potential functions in prostate cancer progression.
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Affiliation(s)
- Yang Jin
- Institute for Cancer Genetics and Informatics, Oslo University Hospital, Oslo, Norway
| | | | - Fahri Saatcioglu
- Institute for Cancer Genetics and Informatics, Oslo University Hospital, Oslo, Norway.,Department of Biosciences, University of Oslo, Oslo, Norway
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16
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Zhao H, Li X, Zhao T, Zhang H, Yan M, Dong X, Chen P, Ma L, Li P. Tangshen formula attenuates diabetic renal injuries by upregulating autophagy via inhibition of PLZF expression. PLoS One 2017; 12:e0171475. [PMID: 28182710 PMCID: PMC5300159 DOI: 10.1371/journal.pone.0171475] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Accepted: 01/20/2017] [Indexed: 12/14/2022] Open
Abstract
The Chinese herbal granule Tangshen Formula (TSF) has been proven to decrease proteinuria and improve estimated glomerular filtration rate (eGFR) in diabetic kidney disease (DKD) patients. However, the underlying mechanism of TSF on treatment of diabetic nephropathy (DN) remains unclear. The present study aimed to identify the therapeutic target of TSF in diabetic renal injuries through microarray-based gene expression profiling and establish its underlying mechanism. TSF treatment significantly attenuated diabetic renal injuries by inhibiting urinary excretion of albumin and renal histological injuries in diabetic (db/db) mice. We found that PLZF might be the molecular target of TSF in DN. In vivo, the db/db mice showed a significant increase in renal protein expression of PLZF and collagen III, and decrease in renal autophagy levels (downregulated LC3 II and upregulated p62/SQSTM1) compared to db/m mice. The application of TSF resulted in the downregulation of PLZF and collagen III and upregulation of autophagy level in the kidneys of db/db mice. In vitro, TSF reduced high glucose (HG)-induced cell proliferation for NRK52E cells. Further studies indicated that the exposure of NRK52E cells to high levels of glucose resulted in the downregulation of cellular autophagy and upregulation of collagen III protein, which was reversed by TSF treatment by decreasing PLZF expression. In conclusion, TSF might have induced cellular autophagy by inhibiting PLZF expression, which in turn resulted in an increase in autophagic degradation of collagen III that attenuated diabetic renal injuries.
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Affiliation(s)
- Hailing Zhao
- Beijing Key Lab Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China–Japan Friendship Hospital, Beijing, China
| | - Xin Li
- Beijing Key Lab Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China–Japan Friendship Hospital, Beijing, China
| | - Tingting Zhao
- Beijing Key Lab Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China–Japan Friendship Hospital, Beijing, China
| | - Haojun Zhang
- Beijing Key Lab Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China–Japan Friendship Hospital, Beijing, China
| | - Meihua Yan
- Beijing Key Lab Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China–Japan Friendship Hospital, Beijing, China
| | - Xi Dong
- Beijing Key Lab Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China–Japan Friendship Hospital, Beijing, China
| | - Pengmin Chen
- Beijing Key Lab Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China–Japan Friendship Hospital, Beijing, China
| | - Liang Ma
- Beijing Key Lab Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China–Japan Friendship Hospital, Beijing, China
- Clinical laboratory, China–Japan Friendship Hospital, Beijing, China
| | - Ping Li
- Beijing Key Lab Immune-Mediated Inflammatory Diseases, Institute of Clinical Medical Sciences, China–Japan Friendship Hospital, Beijing, China
- * E-mail:
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17
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Bedford-Guaus SJ, Kim S, Mulero L, Vaquero JM, Morera C, Adan-Milanès R, Veiga A, Raya Á. Molecular markers of putative spermatogonial stem cells in the domestic cat. Reprod Domest Anim 2016; 52 Suppl 2:177-186. [PMID: 28402059 DOI: 10.1111/rda.12819] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Spermatogonial stem cells (SSCs) are an important tool for fertility preservation and species conservation. The ability to expand SSCs by in vitro culture is a crucial premise for their use in assisted reproduction. Because SSCs represent a small proportion of the germ cells in the adult testis, culture success is aided by pre-enrichment through sorting techniques based on cell surface-specific markers. Given the importance of the domestic cat as a model for conservation of endangered wild felids, herein we sought to examine culture conditions as well as molecular markers for cat SSCs. Using a cell culture medium for mouse SSCs supplemented with glial cell-derived neurotrophic factor (GDNF), germ cells from prepuberal cat testes remained viable in culture for up to 43 days. Immunohistochemistry for promyelocytic leukaemia zinc finger (PLZF) protein on foetal, prepuberal and adult testis sections revealed a pattern of expression consistent with the labelling of undifferentiated spermatogonia. Fluorescence-activated cell sorting (FACS) with an antibody against epithelial cell adhesion molecule (EPCAM) was used to sort live cells. Then, the gene expression profile of EPCAM-sorted cells was investigated through RT-qPCR. Notably, EPCAM (+) cells expressed relatively high levels of CKIT (CD117), a surface protein typically expressed in differentiating germ cells but not SSCs. Conversely, EPCAM (-) cells expressed relatively high levels of POU domain class 5 transcription factor 1 (POU1F5 or OCT4), clearly a germ line stem cell marker. These results suggest that cat SSCs would probably be found within the population of EPCAM (-) cells. Future studies should identify additional surface markers that alone or in combination can be used to further enrich SSCs from cat germ cells.
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Affiliation(s)
- S J Bedford-Guaus
- Center for Regenerative Medicine (CMRB), Barcelona, Spain.,Center for Networked Biomedical Research on Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Madrid, Spain
| | - S Kim
- Department of Chemistry, Korea University, Seoul, Korea
| | - L Mulero
- Center for Regenerative Medicine (CMRB), Barcelona, Spain
| | - J M Vaquero
- Center for Regenerative Medicine (CMRB), Barcelona, Spain
| | - C Morera
- Center for Regenerative Medicine (CMRB), Barcelona, Spain
| | | | - A Veiga
- Center for Regenerative Medicine (CMRB), Barcelona, Spain.,Reproductive Medicine Service, Department of Obstetrics & Gynecology, Hospital Universitari Quirón-Dexeus, Barcelona, Spain
| | - Á Raya
- Center for Regenerative Medicine (CMRB), Barcelona, Spain.,Center for Networked Biomedical Research on Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Madrid, Spain.,Institució Catalana de Recerca i Estudis Avançats, Barcelona, Spain
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18
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Guo S, Zhu Q, Jiang T, Wang R, Shen Y, Zhu X, Wang Y, Bai F, Ding Q, Zhou X, Chen G, He DY. Genome-wide DNA methylation patterns in CD4+ T cells from Chinese Han patients with rheumatoid arthritis. Mod Rheumatol 2016; 27:441-447. [PMID: 27585642 DOI: 10.1080/14397595.2016.1218595] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
INTRODUCTION Rheumatoid arthritis (RA) is an autoimmune disease that causes chronic inflammation of the joints. Recent evidence indicated the epigenetic changes may contribute to the pathogenesis of RA. METHOD To understand the extent and nature of dysregulated DNA methylation in RA CD4T cells, we performed a genome-wide DNA methylation study in CD4 + T cells in 12 RA patients compared to 12 matched normal healthy controls. Cytosine methylation status was quantified with Illumina methylation 450K microarray. RESULT The DNA methylation profiling showed 383 hyper- and 785 hypo-methylated genes in the CD4 + T cells of the RA patients (p < 3.4 × 10-7). Gene ontology analysis indicated transcript alternative splicing and protein modification mediated by DNA methylation might play an important role in the pathogenesis of RA. In addition, the result showed that human leukocyte antigen (HLA) region including HLA-DRB6, HLA-DQA1 and HLA-E was frequently hypomethylated, but HLA-DQB1 hypermethylated in CpG island region and hypomethylated in CpG shelf region in RA patients. Outside the MHC region, HDAC4, NXN, TBCD and TMEM61 were the most hypermethylated genes, while ITIH3, TCN2, PRDM16, SLC1A5 and GALNT9 are the most hypomethylated genes. CONCLUSION Genome-wide DNA methylation profile revealed significant DNA methylation change in CD4 + T cells from patients with RA.
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Affiliation(s)
- Shicheng Guo
- a Department of Rheumatology , Shanghai Guanghua Hospital of Integrated Traditional and Western Medicine , Shanghai , China
| | - Qi Zhu
- a Department of Rheumatology , Shanghai Guanghua Hospital of Integrated Traditional and Western Medicine , Shanghai , China
| | - Ting Jiang
- a Department of Rheumatology , Shanghai Guanghua Hospital of Integrated Traditional and Western Medicine , Shanghai , China.,b Arthritis Institute of Integrated Traditional and Western Medicine, Shanghai Chinese Medicine Research Institute , Shanghai , China
| | - Rongsheng Wang
- a Department of Rheumatology , Shanghai Guanghua Hospital of Integrated Traditional and Western Medicine , Shanghai , China.,b Arthritis Institute of Integrated Traditional and Western Medicine, Shanghai Chinese Medicine Research Institute , Shanghai , China
| | - Yi Shen
- a Department of Rheumatology , Shanghai Guanghua Hospital of Integrated Traditional and Western Medicine , Shanghai , China.,b Arthritis Institute of Integrated Traditional and Western Medicine, Shanghai Chinese Medicine Research Institute , Shanghai , China
| | - Xiao Zhu
- c Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics , Dongguan Scientific Research Center, Guangdong Medical University , Dongguan , China
| | - Yan Wang
- a Department of Rheumatology , Shanghai Guanghua Hospital of Integrated Traditional and Western Medicine , Shanghai , China
| | - Fengmin Bai
- a Department of Rheumatology , Shanghai Guanghua Hospital of Integrated Traditional and Western Medicine , Shanghai , China.,b Arthritis Institute of Integrated Traditional and Western Medicine, Shanghai Chinese Medicine Research Institute , Shanghai , China
| | - Qin Ding
- a Department of Rheumatology , Shanghai Guanghua Hospital of Integrated Traditional and Western Medicine , Shanghai , China.,b Arthritis Institute of Integrated Traditional and Western Medicine, Shanghai Chinese Medicine Research Institute , Shanghai , China
| | - Xiaodong Zhou
- d University of Texas Medical School at Houston , Houston , TX , USA , and
| | - Guangjie Chen
- e Department of Immunology and Microbiology , Shanghai JiaoTong University School of Medicine , Shanghai , China
| | - Dong Yi He
- a Department of Rheumatology , Shanghai Guanghua Hospital of Integrated Traditional and Western Medicine , Shanghai , China.,b Arthritis Institute of Integrated Traditional and Western Medicine, Shanghai Chinese Medicine Research Institute , Shanghai , China
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19
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He M, Liu Y, Shen J, Duan C, Lu X. Upregulation of PLZF is Associated with Neuronal Injury in Lipopolysaccharide-Induced Neuroinflammation. Neurochem Res 2016; 41:3063-3073. [DOI: 10.1007/s11064-016-2027-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 07/25/2016] [Accepted: 08/02/2016] [Indexed: 12/22/2022]
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20
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ZBTB16: a novel sensitive and specific biomarker for yolk sac tumor. Mod Pathol 2016; 29:591-8. [PMID: 26916077 DOI: 10.1038/modpathol.2016.46] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Revised: 01/26/2016] [Accepted: 01/26/2016] [Indexed: 02/06/2023]
Abstract
Although the function of zinc finger and BTB domain containing 16 (ZBTB16) in spermatogenesis is well documented, expression of ZBTB16 in germ cell tumors has not yet been studied. The aim of this study was to investigate the immunohistochemical expression and diagnostic utility of ZBTB16 in germ cell tumors. A total of 67 adult germ cell tumors were studied (62 testicular germ cell tumors, 2 ovarian yolk sac tumors, 1 mediastinal yolk sac tumor, and 2 retroperitoneal metastatic yolk sac tumors). The 62 testicular primary germ cell tumors are as follows: 34 pure germ cell tumors (20 seminomas, 8 embryonal carcinomas, 2 teratomas, 1 choriocarcinoma, 1 carcinoid, and 2 spermatocytic tumors) and 28 mixed germ cell tumors (composed of 13 embryonal carcinomas, 15 yolk sac tumors, 15 teratomas, 7 seminomas, and 3 choriocarcinomas in various combinations). Thirty-five cases contained germ cell neoplasia in situ. Yolk sac tumor was consistently reactive for ZBTB16. Among the 15 testicular yolk sac tumors in mixed germ cell tumors, all displayed moderate to diffuse ZBTB16 staining. ZBTB16 reactivity was present regardless of the histologic patterns of yolk sac tumor and ZBTB16 was able to pick up small foci of yolk sac tumor intermixed/embedded in other germ cell tumor subtype elements. Diffuse ZBTB16 immunoreactivity was also observed in 2/2 metastatic yolk sac tumors, 1/1 mediastinal yolk sac tumor, 2/2 ovarian yolk sac tumors, 2/2 spermatocytic tumors, 1/1 carcinoid, and the spermatogonial cells. All the other non-yolk sac germ cell tumors were nonreactive, including seminoma (n=27), embryonal carcinoma (n=21), teratoma (n=17), choriocarcinoma (n=4), and germ cell neoplasia in situ (n=35). The sensitivity and specificity of ZBTB16 in detecting yolk sac tumor among the germ cell tumors was 100% (20/20) and 96% (66/69), respectively. In conclusion, ZBTB16 is a highly sensitive and specific marker for yolk sac tumor.
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21
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Qi L, Chen L, Li Y, Qin Y, Pan R, Zhao W, Gu Y, Wang H, Wang R, Chen X, Guo Z. Critical limitations of prognostic signatures based on risk scores summarized from gene expression levels: a case study for resected stage I non-small-cell lung cancer. Brief Bioinform 2015; 17:233-42. [PMID: 26254430 DOI: 10.1093/bib/bbv064] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2015] [Indexed: 12/16/2022] Open
Abstract
Most of current gene expression signatures for cancer prognosis are based on risk scores, usually calculated as some summaries of expression levels of the signature genes, whose applications require presetting risk score thresholds and data normalization. In this study, we demonstrate the critical limitations of such type of signatures that the risk scores of samples will change greatly when they are normalized together with different samples, which would induce spurious risk classification and difficulty in clinical settings, and the risk scores of independent samples are incomparable if data normalization is not adopted. To overcome these limitations, we propose a rank-based method to extract a prognostic gene pair signature for overall survival of stage I non-small-cell lung cancer. The prognostic gene pair signature is verified in three integrated data sets detected by different laboratories with different microarray platforms. We conclude that, different from the type of signatures based on risk scores summarized from gene expression levels, the rank-based signatures could be robustly applied at the individualized level to independent clinical samples assessed in different laboratories.
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Xiao GQ, Li F, Findeis-Hosey J, Hyrien O, Unger PD, Xiao L, Dunne R, Kim ES, Yang Q, McMahon L, Burstein DE. Down-regulation of cytoplasmic PLZF correlates with high tumor grade and tumor aggression in non-small cell lung carcinoma. Hum Pathol 2015; 46:1607-15. [PMID: 26297253 DOI: 10.1016/j.humpath.2015.06.021] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2015] [Revised: 06/20/2015] [Accepted: 06/26/2015] [Indexed: 10/23/2022]
Abstract
There are currently no effective prognostic biomarkers for lung cancer. Promyelocytic leukemia zinc finger (PLZF), a transcriptional repressor, has a role in cell cycle progression and tumorigenicity in various cancers. The expression and value of PLZF in lung carcinoma, particularly in the subclass of non-small cell lung carcinoma (NSCLC), has not been studied. Our aim was to study the immunohistochemical expression of PLZF in lung adenocarcinoma and squamous cell carcinoma and correlate the alteration of PLZF expression with tumor differentiation, lymph node metastasis, tumor stage, and overall survival. A total of 296 NSCLCs being mounted on tissue microarray (181 adenocarcinomas and 91 squamous cell carcinomas) were investigated. Moderate to strong expression of PLZF was found in the cytoplasm of all the nonneoplastic respiratory epithelium and most (89.9%) well-differentiated adenocarcinoma. The proportions of moderately differentiated, poorly differentiated adenocarcinoma, and paired lymph node adenocarcinoma metastases that demonstrated negative or only weak PLZF reactivity were 75.6%, 97.2%, and 89.9%, respectively. The expression of PLZF in squamous cell carcinoma was mostly weak or absent and significantly lower than that in adenocarcinoma of the same grade (P < .0005). The loss of cytoplasmic PLZF strongly correlated with high tumor grade and lymph node metastasis in both squamous carcinoma and adenocarcinoma (P < .0001). Down-regulation of PLZF also correlated with higher tumor stage and shorter overall survival (P < .05). These results support a prognostic value for loss of cytoplasmic PLZF expression in the stratification of NSCLC and a possible role of cytoplasmic shift and down-regulation of PLZF in the pathogenesis of NSCLC.
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Affiliation(s)
- Guang-Qian Xiao
- Department of Pathology, University of Rochester Medical Center, Rochester, NY 14642.
| | - Faqian Li
- Department of Pathology, University of Rochester Medical Center, Rochester, NY 14642
| | | | - Ollivier Hyrien
- Department of Biostatistics, University of Rochester Medical Center, Rochester, NY 14642
| | - Pamela D Unger
- Department of Pathology, Lenox Hill Hospital-NS/LIJ Health System, New York, NY 10065
| | - Lu Xiao
- Department of Pathology, University of Rochester Medical Center, Rochester, NY 14642
| | - Richard Dunne
- Department of Hematology and Oncology, University of Rochester Medical Center, Rochester, NY 14642
| | - Eric S Kim
- Department of Hematology and Oncology, University of Rochester Medical Center, Rochester, NY 14642
| | - Qi Yang
- Department of Pathology, University of Rochester Medical Center, Rochester, NY 14642
| | - Loralee McMahon
- Department of Pathology, University of Rochester Medical Center, Rochester, NY 14642
| | - David E Burstein
- Department of Pathology, Mount Sinai Medical Center, New York, NY 10029
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23
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Xiao GQ, Unger P, Yang Q, Kinoshita Y, Singh K, McMahon L, Nastiuk K, Sha K, Krolewski J, Burstein D. Loss of PLZF expression in prostate cancer by immunohistochemistry correlates with tumor aggressiveness and metastasis. PLoS One 2015; 10:e0121318. [PMID: 25807461 PMCID: PMC4373907 DOI: 10.1371/journal.pone.0121318] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2014] [Accepted: 01/30/2015] [Indexed: 11/18/2022] Open
Abstract
PLZF is a transcription repressor, which plays a critical role in development, spermatogenesis and oncogenesis. Down-regulation of PLZF has been found in various tumor cell lines. There has been virtually no tissue study on the expression of PLZF in prostate cancer (PCa). PCa is a heterogeneous disease, most of which are indolent and non-lethal. Currently there are no biomarkers that distinguish indolent from aggressive PCa; therefore there is an urgent need for such markers to provide clinical decision support. This study aimed to investigate the expression of PLZF by immunohistochemistry in different grade as well as metastatic PCa and to correlate the alteration of PLZF expression with PCa aggressiveness. We studied a total of 83 primary PCa from biopsies, 43 metastatic PCa and 8 paired primary and metastatic PCa from radical prostatectomies with lymph node dissection. Our results demonstrated that PLZF was strongly expressed in almost all (~100%) benign luminal cells (n=77) and low grade (Gleason pattern 3) PCa (n=70) and weak or absent (100%) in basal cells (n=70). Decreased or lost expression of PLZF was evidenced in 26% of high-grade (Gleason 4 and 5) primary PCa (n=70) and 84% metastatic PCa (n=43). The primary high grade PCa in the prostatectomies shared similar PLZF loss/decrease and histomorphology to that of paired parallel lymph node metastases. These data demonstrated that down-regulation of PLZF is an important molecular process for tumor progression and loss of PLZF expression detected by routine immunohistochemistry is a promising and valuable biomarker for PCa aggressiveness and metastasis in the personalized care of PCa.
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Affiliation(s)
- Guang-Qian Xiao
- Departments of Pathology, University of Rochester Medical Center, Rochester, New York, United States of America
- * E-mail:
| | - Pamela Unger
- Departments of Pathology, Lenox Hill Hospital, New York, New York, United States of America
| | - Qi Yang
- Departments of Pathology, University of Rochester Medical Center, Rochester, New York, United States of America
| | - Yayoi Kinoshita
- Departments of Pathology, Mount Sinai Medical Center, New York, New York, United States of America
| | - Kyra Singh
- Departments of Pathology, University of Rochester Medical Center, Rochester, New York, United States of America
| | - Loralee McMahon
- Departments of Pathology, University of Rochester Medical Center, Rochester, New York, United States of America
| | - Kent Nastiuk
- Departments of Pathology, University of Rochester Medical Center, Rochester, New York, United States of America
| | - Kai Sha
- Departments of Pathology, University of Rochester Medical Center, Rochester, New York, United States of America
| | - John Krolewski
- Departments of Pathology, University of Rochester Medical Center, Rochester, New York, United States of America
| | - David Burstein
- Departments of Pathology, Mount Sinai Medical Center, New York, New York, United States of America
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24
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Guo S, Yan F, Xu J, Bao Y, Zhu J, Wang X, Wu J, Li Y, Pu W, Liu Y, Jiang Z, Ma Y, Chen X, Xiong M, Jin L, Wang J. Identification and validation of the methylation biomarkers of non-small cell lung cancer (NSCLC). Clin Epigenetics 2015; 7:3. [PMID: 25657825 PMCID: PMC4318209 DOI: 10.1186/s13148-014-0035-3] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2014] [Accepted: 12/10/2014] [Indexed: 11/26/2022] Open
Abstract
Background DNA methylation was suggested as the promising biomarker for lung cancer diagnosis. However, it is a great challenge to search for the optimal combination of methylation biomarkers to obtain maximum diagnostic performance. Results In this study, we developed a panel of DNA methylation biomarkers and validated their diagnostic efficiency for non-small cell lung cancer (NSCLC) in a large Chinese Han NSCLC retrospective cohort. Three high-throughput DNA methylation microarray datasets (458 samples) were collected in the discovery stage. After normalization, batch effect elimination and integration, significantly differentially methylated genes and the best combination of the biomarkers were determined by the leave-one-out SVM (support vector machine) feature selection procedure. Then, candidate promoters were examined by the methylation status determined single nucleotide primer extension technique (MSD-SNuPET) in an independent set of 150 pairwise NSCLC/normal tissues. Four statistical models with fivefold cross-validation were used to evaluate the performance of the discriminatory algorithms. The sensitivity, specificity and accuracy were 86.3%, 95.7% and 91%, respectively, in Bayes tree model. The logistic regression model incorporated five gene methylation signatures at AGTR1, GALR1, SLC5A8, ZMYND10 and NTSR1, adjusted for age, sex and smoking, showed robust performances in which the sensitivity, specificity, accuracy, and area under the curve (AUC) were 78%, 97%, 87%, and 0.91, respectively. Conclusions In summary, a high-throughput DNA methylation microarray dataset followed by batch effect elimination can be a good strategy to discover optimal DNA methylation diagnostic panels. Methylation profiles of AGTR1, GALR1, SLC5A8, ZMYND10 and NTSR1, could be an effective methylation-based assay for NSCLC diagnosis. Electronic supplementary material The online version of this article (doi:10.1186/s13148-014-0035-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Shicheng Guo
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences and Institutes of Biomedical Sciences, Fudan University Jiangwan Campus, 2005 Songhu Road, Shanghai, 200438 China ; Fudan-Taizhou Institute of Health Sciences, 1 Yaocheng Road, Taizhou, Jiangsu 225300 China
| | - Fengyang Yan
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences and Institutes of Biomedical Sciences, Fudan University Jiangwan Campus, 2005 Songhu Road, Shanghai, 200438 China
| | - Jibin Xu
- Department of Cardiothoracic Surgery, Changzheng Hospital of Shanghai, Fengyang Road 415, Shanghai, 200000 China
| | - Yang Bao
- Yangzhou No.1 People's Hospital, 368 Hanjiang Road, Yangzhou, 225001 China
| | - Ji Zhu
- Department of Cardiothoracic Surgery, Changhai Hospital of Shanghai, Changhai Road 168, Shanghai, 200433 China
| | - Xiaotian Wang
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences and Institutes of Biomedical Sciences, Fudan University Jiangwan Campus, 2005 Songhu Road, Shanghai, 200438 China
| | - Junjie Wu
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences and Institutes of Biomedical Sciences, Fudan University Jiangwan Campus, 2005 Songhu Road, Shanghai, 200438 China ; Department of Pneumology, Changhai Hospital of Shanghai, Changhai Road 168, Shanghai, 200433 China
| | - Yi Li
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences and Institutes of Biomedical Sciences, Fudan University Jiangwan Campus, 2005 Songhu Road, Shanghai, 200438 China
| | - Weilin Pu
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences and Institutes of Biomedical Sciences, Fudan University Jiangwan Campus, 2005 Songhu Road, Shanghai, 200438 China
| | - Yan Liu
- Center for Genetic & Genomic Analysis, Genesky Biotechnologies Inc., 787 Kangqiao Road, Shanghai, 201203 China
| | - Zhengwen Jiang
- Center for Genetic & Genomic Analysis, Genesky Biotechnologies Inc., 787 Kangqiao Road, Shanghai, 201203 China
| | - Yanyun Ma
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences and Institutes of Biomedical Sciences, Fudan University Jiangwan Campus, 2005 Songhu Road, Shanghai, 200438 China
| | - Xiaofeng Chen
- Department of Cardiothoracic Surgery, Huashan Hospital, Fudan University, 12 Wulumuqi Road, Shanghai, 200040 China
| | - Momiao Xiong
- Human Genetics Center, The University of Texas School of Public Health, 1200 Herman Pressler, Houston, Texas 77030 USA
| | - Li Jin
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences and Institutes of Biomedical Sciences, Fudan University Jiangwan Campus, 2005 Songhu Road, Shanghai, 200438 China ; Fudan-Taizhou Institute of Health Sciences, 1 Yaocheng Road, Taizhou, Jiangsu 225300 China
| | - Jiucun Wang
- State Key Laboratory of Genetic Engineering and Ministry of Education Key Laboratory of Contemporary Anthropology, Collaborative Innovation Center for Genetics and Development, School of Life Sciences and Institutes of Biomedical Sciences, Fudan University Jiangwan Campus, 2005 Songhu Road, Shanghai, 200438 China ; Fudan-Taizhou Institute of Health Sciences, 1 Yaocheng Road, Taizhou, Jiangsu 225300 China
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25
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Hui AWH, Lau HW, Cao CY, Zhou JW, Lai PBS, Tsui SKW. Downregulation of PLZF in human hepatocellular carcinoma and its clinical significance. Oncol Rep 2014; 33:397-402. [PMID: 25369784 DOI: 10.3892/or.2014.3578] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Accepted: 09/10/2014] [Indexed: 11/06/2022] Open
Abstract
Promyelocytic leukemia zinc finger (PLZF) acts as a tumor-suppressor gene in a series of cancers including prostate, melanoma, colon cancer and leukemia. However, its role in hepatocellular carcinoma (HCC) has not yet been illustrated. The present study aimed to investigate the expression and epigenetic regulation of PLZF as well as its clinical significance in HCC. We found that the expression of PLZF was significantly downregulated in HCC samples at both the RNA level (P<0.001) and protein level compared with these levels in adjacent normal tissues. The relative expression level of PLZF was also positively correlated with the ALP level (P=0.026) noted in the HCC patients. However, hypermethylation was only detected in one out of 5 paired HCC samples, indicating that methylation of the selected promoter region (from -1702 to -1388) may not be the major regulatory mechanism for the downregulation of PLZF in HCC. A receiver operating characteristic (ROC) curve was created to evaluate the diagnostic value for differentiating between HCC and benign diseases. The area under the ROC curve (AUC) for indicating the value of PLZF as an HCC biomarker was 0.794 (95% CI, 0.697-0.892; P<0.001). Taken together, our results suggest that PLZF may play an important role in HCC development and may be a potential biomarker for the diagnosis of HCC.
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Affiliation(s)
- Anselm Wang-Hei Hui
- School of Biomedical Sciences, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, SAR, P.R. China
| | - Hon-Wai Lau
- School of Biomedical Sciences, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, SAR, P.R. China
| | - Cyanne Ye Cao
- School of Biomedical Sciences, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, SAR, P.R. China
| | - Jun-Wei Zhou
- School of Biomedical Sciences, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, SAR, P.R. China
| | - Paul Bo-San Lai
- Department of Surgery, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, SAR, P.R. China
| | - Stephen Kwok-Wing Tsui
- School of Biomedical Sciences, The Chinese University of Hong Kong, Shatin, NT, Hong Kong, SAR, P.R. China
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