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Dominkuš PP, Mesic A, Hudler P. PLK2 Single Nucleotide Variant in Gastric Cancer Patients Affects miR-23b-5p Binding. J Gastric Cancer 2022; 22:348-368. [PMID: 36316110 PMCID: PMC9633926 DOI: 10.5230/jgc.2022.22.e31] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 07/28/2022] [Accepted: 08/10/2022] [Indexed: 08/29/2023] Open
Abstract
PURPOSE Chromosomal instability is a hallmark of gastric cancer (GC). It can be driven by single nucleotide variants (SNVs) in cell cycle genes. We investigated the associations between SNVs in candidate genes, PLK2, PLK3, and ATM, and GC risk and clinicopathological features. MATERIALS AND METHODS The genotyping study included 542 patients with GC and healthy controls. Generalized linear models were used for the risk and clinicopathological association analyses. Survival analysis was performed using the Kaplan-Meier method. The binding of candidate miRs was analyzed using a luciferase reporter assay. RESULTS The PLK2 Crs15009-Crs963615 haplotype was under-represented in the GC group compared to that in the control group (Pcorr=0.050). Male patients with the PLK2 rs963615 CT genotype had a lower risk of GC, whereas female patients had a higher risk (P=0.023; P=0.026). The PLK2 rs963615 CT genotype was associated with the absence of vascular invasion (P=0.012). The PLK3 rs12404160 AA genotype was associated with a higher risk of GC in the male population (P=0.015). The ATM Trs228589-Ars189037-Grs4585 haplotype was associated with a higher risk of GC (P<0.001). The ATM rs228589, rs189037, and rs4585 genotypes TA+AA, AG+GG, and TG+GG were associated with the absence of perineural invasion (P=0.034). In vitro analysis showed that the cancer-associated miR-23b-5p mimic specifically bound to the PLK2 rs15009 G allele (P=0.0097). Moreover, low miR-23b expression predicted longer 10-year survival (P=0.0066) in patients with GC. CONCLUSIONS PLK2, PLK3, and ATM SNVs could potentially be helpful for the prediction of GC risk and clinicopathological features. PLK2 rs15009 affects the binding of miR-23b-5p. MiR-23b-5p expression status could serve as a prognostic marker for survival in patients with GC.
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Affiliation(s)
- Pia Pužar Dominkuš
- University of Ljubljana, Faculty of Medicine, Institute of Biochemistry and Molecular Genetics, Ljubljana, Slovenia
| | - Aner Mesic
- University of Sarajevo, Faculty of Science, Department of Biology, Sarajevo, Bosnia and Herzegovina
| | - Petra Hudler
- University of Ljubljana, Faculty of Medicine, Institute of Biochemistry and Molecular Genetics, Ljubljana, Slovenia.
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2
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Fang Z, Zhang N, Yuan X, Xing X, Li X, Qin X, Liu Z, Neo S, Liu C, Kong F, Björkholm M, Fan Y, Xu D. GABPA-activated TGFBR2 transcription inhibits aggressiveness but is epigenetically erased by oncometabolites in renal cell carcinoma. JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH : CR 2022; 41:173. [PMID: 35549739 PMCID: PMC9097325 DOI: 10.1186/s13046-022-02382-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 05/04/2022] [Indexed: 01/20/2023]
Abstract
Background The ETS transcription factor GABPA has long been thought of as an oncogenic factor and recently suggested as a target for cancer therapy due to its critical effect on telomerase activation, but the role of GABPA in clear cell renal cell carcinoma (ccRCC) is unclear. In addition, ccRCC is characterized by metabolic reprograming with aberrant accumulation of L-2-hydroxyglurate (L-2HG), an oncometabolite that has been shown to promote ccRCC development and progression by inducing DNA methylation, however, its downstream effectors remain poorly defined. Methods siRNAs and expression vectors were used to manipulate the expression of GABPA and other factors and to determine cellular/molecular and phenotypic alterations. RNA sequencing and ChIP assays were performed to identify GABPA target genes. A human ccRCC xenograft model in mice was used to evaluate the effect of GABPA overexpression on in vivo tumorigenesis and metastasis. ccRCC cells were incubated with L-2-HG to analyze GABPA expression and methylation. We carried out immunohistochemistry on patient specimens and TCGA dataset analyses to assess the effect of GABPA on ccRCC survival. Results GABPA depletion, although inhibiting telomerase expression, robustly enhanced proliferation, invasion and stemness of ccRCC cells, whereas GABPA overexpression exhibited opposite effects, strongly inhibiting in vivo metastasis and carcinogenesis. TGFBR2 was identified as the GABPA target gene through which GABPA governed the TGFβ signaling to dictate ccRCC phenotypes. GABPA and TGFBR2 phenocopies each other in ccRCC cells. Higher GABPA or TGFBR2 expression predicted longer survival in patients with ccRCC. Incubation of ccRCC cells with L-2-HG mimics GABPA-knockdown-mediated phenotypic alterations. L-2-HG silenced the expression of GABPA in ccRCC cells by increasing its methylation. Conclusions GABPA acts as a tumor suppressor by stimulating TGFBR2 expression and TGFβ signaling, while L-2-HG epigenetically inhibits GABPA expression, disrupting the GABPA-TGFβ loop to drive ccRCC aggressiveness. These results exemplify how oncometabolites erase tumor suppressive function for cancer development/progression. Restoring GABPA expression using DNA methylation inhibitors or other approaches, rather than targeting it, may be a novel strategy for ccRCC therapy. Supplementary Information The online version contains supplementary material available at 10.1186/s13046-022-02382-6.
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Affiliation(s)
- Zhiqing Fang
- Department of Urology, Qilu Hospital of Shandong University, Jinan, China.,Department of Medicine, Division of Hematology, Bioclinicum and Center for Molecular Medicine, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden
| | - Ning Zhang
- Department of Breast Surgery, General Surgery, Qilu Hospital of Shandong University, Jinan, Shandong, China.
| | - Xiaotian Yuan
- Department of Medicine, Division of Hematology, Bioclinicum and Center for Molecular Medicine, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden.,Laboratory Animal Center, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Xiangling Xing
- Department of Medicine, Division of Hematology, Bioclinicum and Center for Molecular Medicine, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden
| | - Xiaofeng Li
- Department of Urology, Qilu Hospital of Shandong University, Jinan, China
| | - Xin Qin
- Department of Urology, Qilu Hospital of Shandong University, Jinan, China
| | - Zhengfang Liu
- Department of Urology, Qilu Hospital of Shandong University, Jinan, China
| | - Shiyong Neo
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Cheng Liu
- Department of Urology, the Third Hospital of Peking University, Beijing, People's Republic of China
| | - Feng Kong
- Renal Regeneration Laboratory, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Magnus Björkholm
- Department of Medicine, Division of Hematology, Bioclinicum and Center for Molecular Medicine, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden
| | - Yidong Fan
- Department of Urology, Qilu Hospital of Shandong University, Jinan, China.
| | - Dawei Xu
- Department of Medicine, Division of Hematology, Bioclinicum and Center for Molecular Medicine, Karolinska Institute and Karolinska University Hospital Solna, Stockholm, Sweden.
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3
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Gao J, Gao A, Liu W, Chen L. Golgi stress response: A regulatory mechanism of Golgi function. Biofactors 2021; 47:964-974. [PMID: 34500494 DOI: 10.1002/biof.1780] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Accepted: 08/25/2021] [Indexed: 01/09/2023]
Abstract
The organelle of eukaryotes is a finely regulated system. Once disturbed, it activates the specific autoregulatory systems, namely, organelle autoregulation. Among which, the Golgi stress response accounts for one. When the abundance and capacity of the Golgi apparatus are insufficient compared with cellular demand, the Golgi stress response is activated to enhance the function of the Golgi apparatus. Although the molecular mechanism of the Golgi stress response has not been well characterized yet, it seems to be an important part of the mammalian stress response. In this review, we discuss the current status of research on the six pathways of the mammalian Golgi stress response (the TFE3, heat shock protein 47, CREB3, E26 transformation specific, proteoglycan, and mucin pathways), which regulate the general function of the Golgi apparatus, anti-apoptosis, pro-apoptosis, proteoglycan glycosylation, and mucin glycosylation, respectively.
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Affiliation(s)
- Jiayin Gao
- Institute of Pharmacy and Pharmacology, Learning Key Laboratory for Pharmacoproteomics, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, China
| | - Anbo Gao
- Institute of Pharmacy and Pharmacology, Learning Key Laboratory for Pharmacoproteomics, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, China
| | - Wei Liu
- Department of Pharmacy, The Third Xiangya Hospital, Central South University, Changsha, China
| | - Linxi Chen
- Institute of Pharmacy and Pharmacology, Learning Key Laboratory for Pharmacoproteomics, Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, University of South China, Hengyang, China
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4
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Oliveira TT, Fontes-Dantas FL, de Medeiros Oliveira RK, Pinheiro DML, Coutinho LG, da Silva VL, de Souza SJ, Agnez-Lima LF. Chemical Inhibition of Apurinic-Apyrimidinic Endonuclease 1 Redox and DNA Repair Functions Affects the Inflammatory Response via Different but Overlapping Mechanisms. Front Cell Dev Biol 2021; 9:731588. [PMID: 34616737 PMCID: PMC8488223 DOI: 10.3389/fcell.2021.731588] [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: 06/27/2021] [Accepted: 08/27/2021] [Indexed: 01/21/2023] Open
Abstract
The presence of oxidized DNA lesions, such as 7,8-dihydro-8-oxoguanine (8-oxoG) and apurinic/apyrimidinic sites (AP sites), has been described as epigenetic signals that are involved in gene expression control. In mammals, Apurinic-apyrimidinic endonuclease 1/Redox factor-1 (APE1/Ref-1) is the main AP endonuclease of the base excision repair (BER) pathway and is involved in active demethylation processes. In addition, APE1/Ref-1, through its redox function, regulates several transcriptional factors. However, the transcriptional control targets of each APE1 function are not completely known. In this study, a transcriptomic approach was used to investigate the effects of chemical inhibition of APE1/Ref-1 redox or DNA repair functions by E3330 or methoxyamine (MX) in an inflammatory cellular model. Under lipopolysaccharide (LPS) stimulation, both E3330 and MX reduced the expression of some cytokines and chemokines. Interestingly, E3330 treatment reduced cell viability after 48 h of the treatment. Genes related to inflammatory response and mitochondrial processes were downregulated in both treatments. In the E3330 treatment, RNA processing and ribosome biogenesis genes were downregulated, while they were upregulated in the MX treatment. Furthermore, in the E3330 treatment, the cellular stress response was the main upregulated process, while the cellular macromolecule metabolic process was observed in MX-upregulated genes. Nuclear respiratory factor 1 (NRF1) was predicted to be a master regulator of the downregulated genes in both treatments, while the ETS transcription factor ELK1 (ELK1) was predicted to be a master regulator only for E3330 treatment. Decreased expression of ELK1 and its target genes and a reduced 28S/18S ratio were observed, suggesting impaired rRNA processing. In addition, both redox and repair functions can affect the expression of NRF1 and GABPA target genes. The master regulators predicted for upregulated genes were YY1 and FLI1 for the E3330 and MX treatments, respectively. In summary, the chemical inhibition of APE1/Ref-1 affects gene expression regulated mainly by transcriptional factors of the ETS family, showing partial overlap of APE1 redox and DNA repair functions, suggesting that these activities are not entirely independent. This work provides a new perspective on the interaction between APE1 redox and DNA repair activity in inflammatory response modulation and transcription.
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Affiliation(s)
- Thais Teixeira Oliveira
- Departamento de Biologia Celular e Genética, Universidade Federal do Rio Grande do Norte, UFRN, Natal, Brazil
| | - Fabrícia Lima Fontes-Dantas
- Departamento de Biologia Celular e Genética, Universidade Federal do Rio Grande do Norte, UFRN, Natal, Brazil
| | | | | | - Leonam Gomes Coutinho
- Departamento de Biologia Celular e Genética, Universidade Federal do Rio Grande do Norte, UFRN, Natal, Brazil.,Instituto Federal de Educação Tecnológica do Rio Grande do Norte, IFRN, São Paulo do Potengi, Brazil
| | - Vandeclecio Lira da Silva
- Instituto do Cérebro, Universidade Federal do Rio Grande do Norte, Natal, Brazil.,Bioinformatics Multidisciplinary Environment (BioME), IMD, Universidade Federal do Rio Grande do Norte, Natal, Brazil
| | - Sandro José de Souza
- Instituto do Cérebro, Universidade Federal do Rio Grande do Norte, Natal, Brazil.,Bioinformatics Multidisciplinary Environment (BioME), IMD, Universidade Federal do Rio Grande do Norte, Natal, Brazil
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5
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GABPA Expression in Endometrial Carcinoma: A Prognostic Marker. DISEASE MARKERS 2021; 2021:5552614. [PMID: 34306255 PMCID: PMC8263239 DOI: 10.1155/2021/5552614] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 06/17/2021] [Indexed: 12/02/2022]
Abstract
Background GA-binding protein A (GABPA), a transcription factor, is broadly involved in physiological and pathological processes. Several studies have investigated the relationship between GABPA expression level and outcomes of various malignancies. However, the function and clinicopathological significance of GABPA in endometrial carcinoma (EC) remain obscure. Methods The GABPA mRNA expression in EC tissues and adjacent nonneoplastic tissues in the TCGA database was involved in our study. The protein expression of GABPA in 107 EC tissues and 15 normal endometrial tissues was detected by immunohistochemistry. Results The GABPA expression was significantly downregulated in EC tissues compared with its expression in normal tissues (P < 0.001). The expression of GABPA was markedly correlated with type II EC (P < 0.01) and grade 3 EC (P < 0.05). A tendency has been observed that patients with low GABPA levels had relatively poorer overall survival (OS) (P = 0.036) and disease-free survival (DFS) (P = 0.016) than patients with high GABPA levels. The multivariate Cox proportional hazard model showed that lower expression of GABPA was an independent poor prognostic factor for OS (P = 0.043) and DFS (P = 0.045). Similar correlation between low expression levels of GABPA and unfavorable prognosis has also been found in type II or grade 3 EC. IHC analysis showed EC tissues had low expression of GABPA, which indicated relatively poor prognosis. Moreover, we identified that the GABPA mRNA expression was negatively correlated with its methylation level (R = −0.2512, P < 0.001) which is one of the mechanisms for the silencing of GABPA gene. Conclusion GABPA may act as an independent predictor of clinical prognosis and serve as a potential target gene for EC therapy.
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Wang L, Zhang Y, Zhang B, Zhong H, Lu Y, Zhang H. Candidate gene screening for lipid deposition using combined transcriptomic and proteomic data from Nanyang black pigs. BMC Genomics 2021; 22:441. [PMID: 34118873 PMCID: PMC8201413 DOI: 10.1186/s12864-021-07764-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Accepted: 06/02/2021] [Indexed: 11/21/2022] Open
Abstract
Background Lower selection intensities in indigenous breeds of Chinese pig have resulted in obvious genetic and phenotypic divergence. One such breed, the Nanyang black pig, is renowned for its high lipid deposition and high genetic divergence, making it an ideal model in which to investigate lipid position trait mechanisms in pigs. An understanding of lipid deposition in pigs might improve pig meat traits in future breeding and promote the selection progress of pigs through modern molecular breeding techniques. Here, transcriptome and tandem mass tag-based quantitative proteome (TMT)-based proteome analyses were carried out using longissimus dorsi (LD) tissues from individual Nanyang black pigs that showed high levels of genetic variation. Results A large population of Nanyang black pigs was phenotyped using multi-production trait indexes, and six pigs were selected and divided into relatively high and low lipid deposition groups. The combined transcriptomic and proteomic data identified 15 candidate genes that determine lipid deposition genetic divergence. Among them, FASN, CAT, and SLC25A20 were the main causal candidate genes. The other genes could be divided into lipid deposition-related genes (BDH2, FASN, CAT, DHCR24, ACACA, GK, SQLE, ACSL4, and SCD), PPARA-centered fat metabolism regulatory factors (PPARA, UCP3), transcription or translation regulators (SLC25A20, PDK4, CEBPA), as well as integrin, structural proteins, and signal transduction-related genes (EGFR). Conclusions This multi-omics data set has provided a valuable resource for future analysis of lipid deposition traits, which might improve pig meat traits in future breeding and promote the selection progress in pigs, especially in Nanyang black pigs. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-021-07764-2.
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Affiliation(s)
- Liyuan Wang
- College of Life Science and Agricultural Engineering, Nanyang Normal University, Nanyang, China.,National Engineering Laboratory for Animal Breeding/Beijing Key Laboratory for Animal Genetic Improvement, China Agricultural University, Beijing, China.,Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Yawen Zhang
- National Engineering Laboratory for Animal Breeding/Beijing Key Laboratory for Animal Genetic Improvement, China Agricultural University, Beijing, China
| | - Bo Zhang
- National Engineering Laboratory for Animal Breeding/Beijing Key Laboratory for Animal Genetic Improvement, China Agricultural University, Beijing, China
| | - Haian Zhong
- National Engineering Laboratory for Animal Breeding/Beijing Key Laboratory for Animal Genetic Improvement, China Agricultural University, Beijing, China
| | - Yunfeng Lu
- College of Life Science and Agricultural Engineering, Nanyang Normal University, Nanyang, China.
| | - Hao Zhang
- National Engineering Laboratory for Animal Breeding/Beijing Key Laboratory for Animal Genetic Improvement, China Agricultural University, Beijing, China.
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7
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Voutsadakis IA. Vitamin D receptor (VDR) and metabolizing enzymes CYP27B1 and CYP24A1 in breast cancer. Mol Biol Rep 2020; 47:9821-9830. [PMID: 33259013 DOI: 10.1007/s11033-020-05780-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Accepted: 08/28/2020] [Indexed: 01/05/2023]
Abstract
Vitamin D Receptor (VDR), a nuclear steroid receptor, is a transcription factor with a primary physiologic role in calcium metabolism. It has also a physiologic role in breast tissues during development of the gland and postpartum. In addition, it is commonly expressed in breast cancer and has tumor suppressive effects. Cytochrome enzymes CYP27B1 and CYP24A1 that perform the final conversion of the circulating form of vitamin D, 25-hydroxyvitamin D (25-OHD) to the active VDR ligand, 1a,25-dihydroxyvitamin D and the catabolism of it to inactive 24,25-dihydroxyvitamin D, respectively, are also expressed in breast cancer tissues. Defective regulation of the receptor and the metabolic enzymes of VDR ligand is prevalent in breast cancer and leads to decreased VDR signaling. The expression and molecular defects of VDR, CYP27B1 and CYP24A1 that perturb physiologic function, the implications for breast cancer progression and therapeutic opportunities are discussed in this paper.
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Affiliation(s)
- Ioannis A Voutsadakis
- Algoma District Cancer Program, Sault Area Hospital, 750 Great Northern Road, Sault Ste. Marie, ON, P6B 0A8, Canada. .,Section of Internal Medicine, Division of Clinical Sciences, Northern Ontario School of Medicine, Sudbury, ON, Canada.
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8
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Guo Y, Yuan X, Li K, Dai M, Zhang L, Wu Y, Sun C, Chen Y, Cheng G, Liu C, Strååt K, Kong F, Zhao S, Bjorkhölm M, Xu D. GABPA is a master regulator of luminal identity and restrains aggressive diseases in bladder cancer. Cell Death Differ 2020; 27:1862-1877. [PMID: 31802036 PMCID: PMC7244562 DOI: 10.1038/s41418-019-0466-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 11/20/2019] [Accepted: 11/21/2019] [Indexed: 12/14/2022] Open
Abstract
TERT promoter mutations occur in the majority of glioblastoma, bladder cancer (BC), and other malignancies while the ETS family transcription factors GABPA and its partner GABPB1 activate the mutant TERT promoter and telomerase in these tumors. GABPA depletion or the disruption of the GABPA/GABPB1 complex by knocking down GABPB1 was shown to inhibit telomerase, thereby eliminating the tumorigenic potential of glioblastoma cells. GABPA/B1 is thus suggested as a cancer therapeutic target. However, it is unclear about its role in BC. Here we unexpectedly observed that GABPA ablation inhibited TERT expression, but robustly increased proliferation, stem, and invasive phenotypes and cisplatin resistance in BC cells, while its overexpression exhibited opposite effects, and inhibited in vivo metastasizing in a xenograft transplant model. Mechanistically, GABPA directly activates the transcription of FoxA1 and GATA3, key transcription factors driving luminal differentiation of urothelial cells. Consistently, TCGA/GEO dataset analyses show that GABPA expression is correlated positively with luminal while negatively with basal signatures. Luminal tumors express higher GABPA than do basal ones. Lower GABPA expression is associated with the GABPA gene methylation or deletion (especially in basal subtype of BC tumors), and predicted significantly shorter patient survival based on TCGA and our cohort of BC patient analyses. Taken together, GABPA dictates luminal identity of BC cells and inhibits aggressive diseases in BC by promoting cellular differentiation despite its stimulatory effect on telomerase/TERT activation. Given these biological functions and its frequent methylation and/or deletion, GABPA serves as a tumor suppressor rather than oncogenic factor in BC. The GABPA effect on oncogenesis is context-dependent and its targeting for telomerase inhibition in BC may promote disease metastasizing.
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Affiliation(s)
- Yanxia Guo
- Department of Urology, Shandong Provincial Hospital of Shandong University, Jinan, PR China
- Key Laboratory for Kidney Regeneration of Shandong Province, Jinan, PR China
- Department of Medicine, Division of Hematology, Bioclinicum and Center for Molecular Medicine, Karolinsk Institutet and Karolinska University Hospital Solna, Stockholm, Sweden
| | - Xiaotian Yuan
- Department of Medicine, Division of Hematology, Bioclinicum and Center for Molecular Medicine, Karolinsk Institutet and Karolinska University Hospital Solna, Stockholm, Sweden
- School of Medicine, Shandong University, Jinan, PR China
| | - Kailin Li
- Central Research Laboratory, the Second Hospital of Shandong University, Jinan, PR China
| | - Mingkai Dai
- Key Laboratory for Kidney Regeneration of Shandong Province, Jinan, PR China
- Central Research Laboratory, the Second Hospital of Shandong University, Jinan, PR China
| | - Lu Zhang
- Central Research Laboratory, the Second Hospital of Shandong University, Jinan, PR China
| | - Yujiao Wu
- Department of Medicine, Division of Hematology, Bioclinicum and Center for Molecular Medicine, Karolinsk Institutet and Karolinska University Hospital Solna, Stockholm, Sweden
| | - Chao Sun
- Central Research Laboratory, the Second Hospital of Shandong University, Jinan, PR China
| | - Yuan Chen
- Central Research Laboratory, the Second Hospital of Shandong University, Jinan, PR China
| | - Guanghui Cheng
- Central Research Laboratory, the Second Hospital of Shandong University, Jinan, PR China
| | - Cheng Liu
- Department of Urology, The Third Hospital of Beijing University, Beijing, PR China
| | - Klas Strååt
- Department of Medicine, Division of Hematology, Bioclinicum and Center for Molecular Medicine, Karolinsk Institutet and Karolinska University Hospital Solna, Stockholm, Sweden
| | - Feng Kong
- Department of Urology, Shandong Provincial Hospital of Shandong University, Jinan, PR China.
- Key Laboratory for Kidney Regeneration of Shandong Province, Jinan, PR China.
| | - Shengtian Zhao
- Department of Urology, Shandong Provincial Hospital of Shandong University, Jinan, PR China.
- Key Laboratory for Kidney Regeneration of Shandong Province, Jinan, PR China.
| | - Magnus Bjorkhölm
- Department of Medicine, Division of Hematology, Bioclinicum and Center for Molecular Medicine, Karolinsk Institutet and Karolinska University Hospital Solna, Stockholm, Sweden
- Karolinska Institute-Shandong University Collaborative Laboratories for Cancer and Stem Cell Research, Jinan, PR China
| | - Dawei Xu
- Department of Medicine, Division of Hematology, Bioclinicum and Center for Molecular Medicine, Karolinsk Institutet and Karolinska University Hospital Solna, Stockholm, Sweden.
- Karolinska Institute-Shandong University Collaborative Laboratories for Cancer and Stem Cell Research, Jinan, PR China.
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Duan B, Zhou C, Zhu C, Yu Y, Li G, Zhang S, Zhang C, Ye X, Ma H, Qu S, Zhang Z, Wang P, Sun S, Liu Q. Model-based understanding of single-cell CRISPR screening. Nat Commun 2019; 10:2233. [PMID: 31110232 PMCID: PMC6527552 DOI: 10.1038/s41467-019-10216-x] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 04/30/2019] [Indexed: 12/26/2022] Open
Abstract
The recently developed single-cell CRISPR screening techniques, independently termed Perturb-Seq, CRISP-seq, or CROP-seq, combine pooled CRISPR screening with single-cell RNA-seq to investigate functional CRISPR screening in a single-cell granularity. Here, we present MUSIC, an integrated pipeline for model-based understanding of single-cell CRISPR screening data. Comprehensive tests applied to all the publicly available data revealed that MUSIC accurately quantifies and prioritizes the individual gene perturbation effect on cell phenotypes with tolerance for the substantial noise that exists in such data analysis. MUSIC facilitates the single-cell CRISPR screening from three perspectives, i.e., prioritizing the gene perturbation effect as an overall perturbation effect, in a functional topic-specific way, and quantifying the relationships between different perturbations. In summary, MUSIC provides an effective and applicable solution to elucidate perturbation function and biologic circuits by a model-based quantitative analysis of single-cell-based CRISPR screening data.
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Affiliation(s)
- Bin Duan
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Bioinformatics Department, College of Life Science, Tongji University, Shanghai, China
- Department of Ophthalmology, Ninghai First Hospital, Ninghai, Zhejiang, China
| | - Chi Zhou
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Bioinformatics Department, College of Life Science, Tongji University, Shanghai, China
| | - Chengyu Zhu
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Bioinformatics Department, College of Life Science, Tongji University, Shanghai, China
| | - Yifei Yu
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Bioinformatics Department, College of Life Science, Tongji University, Shanghai, China
| | - Gaoyang Li
- Tongji University Cancer Center, Shanghai Tenth People's Hospital of Tongji University, Shanghai, China
- School of Medicine Tongji University, Shanghai, China
| | - Shihua Zhang
- Institute of Applied Mathematics, Academy of Mathematics and Systems Science, Beijing, China
| | - Chao Zhang
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Bioinformatics Department, College of Life Science, Tongji University, Shanghai, China
| | - Xiangyun Ye
- Shanghai Chest Hospital Shanghai Jiaotong University, Shanghai, China
| | - Hanhui Ma
- School of Life Science and Technology ShanghaiTech University, Shanghai, China
| | - Shen Qu
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Bioinformatics Department, College of Life Science, Tongji University, Shanghai, China
| | - Zhiyuan Zhang
- Department of Oral and Maxillofacial-Head Neck Oncology, Shanghai Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ping Wang
- Tongji University Cancer Center, Shanghai Tenth People's Hospital of Tongji University, Shanghai, China.
- School of Medicine Tongji University, Shanghai, China.
| | - Shuyang Sun
- Department of Oral and Maxillofacial-Head Neck Oncology, Shanghai Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Qi Liu
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Bioinformatics Department, College of Life Science, Tongji University, Shanghai, China.
- Department of Ophthalmology, Ninghai First Hospital, Ninghai, Zhejiang, China.
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10
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GABPA inhibits invasion/metastasis in papillary thyroid carcinoma by regulating DICER1 expression. Oncogene 2018; 38:965-979. [PMID: 30181547 DOI: 10.1038/s41388-018-0483-x] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2018] [Revised: 08/07/2018] [Accepted: 08/10/2018] [Indexed: 12/13/2022]
Abstract
The ETS family transcription factor GABPA is suggested as an oncogenic element, which is further supported by the recent reporting of it as the sole ETS member to activate the mutant TERT promoter in thyroid carcinomas (TC). However, it remains unclear how GABPA contributes to TC pathogenesis. The present study is designed to address this issue. TERT expression was significantly diminished in TERT promoter-mutated TC cells upon GABPA inhibition. Surprisingly, GABPA depletion led to robustly increased cellular invasion independently of TERT promoter mutations and TERT expression. DICER1, a component of the microRNA machinery, was identified as a downstream effector of GABPA. GABPA facilitated Dicer1 transcription while its depletion reduced Dicer1 expression. The mutation of the GABPA binding site in the DICER1 promoter led to diminished basal levels of DICER1 promoter activity and abolishment of GABPA-stimulated promoter activity as well. The forced DICER1 expression abrogated the invasiveness of GABPA-depleted TC cells. Consistently, the analyses of 93 patients with papillary thyroid carcinoma (PTC) revealed a positive correlation between GABPA and DICER1 expression. GABPA expression was negatively associated with TERT expression and promoter mutations, in contrast to published observations in cancer cell lines. Lower GABPA expression was associated with distant metastasis and shorter overall/disease-free survival in PTC patients. Similar results were obtained for PTC cases in the TCGA dataset. In addition, a positive correlation between GABPA and DICER1 expression was seen in multiple types of malignancies. Taken together, despite its stimulatory effect on the mutant TERT promoter and telomerase activation, GABPA may itself act as a tumor suppressor rather than an oncogenic factor to inhibit invasion/metastasis in TCs and be a useful predictor for patient outcomes.
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11
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Vallarelli AF, Rachakonda PS, André J, Heidenreich B, Riffaud L, Bensussan A, Kumar R, Dumaz N. TERT promoter mutations in melanoma render TERT expression dependent on MAPK pathway activation. Oncotarget 2018; 7:53127-53136. [PMID: 27449293 PMCID: PMC5288173 DOI: 10.18632/oncotarget.10634] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Accepted: 07/09/2016] [Indexed: 11/25/2022] Open
Abstract
The mechanism of telomerase re-activation in cancer had remained elusive until the discovery of frequent mutations in the promoter of the TERT gene that encodes the catalytic reverse transcriptase subunit of telomerase. We investigated the regulation of TERT expression in melanoma cell lines and our results show that promoter mutations render TERT expression dependent on MAPK activation due to oncogenic BRAF or NRAS mutations. Mutations in the TERT promoter create binding sites for ETS transcription factors. ETS1, expressed in melanoma cell lines, undergoes activating phosphorylation by ERK at Thr38 residue as a consequence of constitutively activated MAPK pathway. We demonstrate that ETS1 binds on the mutated TERT promoter leading to the re-expression of the gene. The inhibition of ETS1 resulted in reduced TERT expression. We provide evidence that the TERT promoter mutations provide a direct link between TERT expression and MAPK pathway activation due to BRAF or NRAS mutations via the transcription factor ETS1.
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Affiliation(s)
- Andrelou F Vallarelli
- INSERM, U976, Skin Research Centre, Hôpital Saint-Louis, Paris, F-75010, France.,Université Paris Diderot, Sorbonne Paris Cité, UMRS976, Paris, F-75010, France.,Department of Internal Medicine, School of Medicine Sciences, State University of Campinas (UNICAMP), 13083-970, Campinas, SP, Brazil
| | | | - Jocelyne André
- INSERM, U976, Skin Research Centre, Hôpital Saint-Louis, Paris, F-75010, France.,Université Paris Diderot, Sorbonne Paris Cité, UMRS976, Paris, F-75010, France
| | - Barbara Heidenreich
- Division of Molecular Genetic Epidemiology, German Cancer Research Center, 69120 Heidelberg, Germany
| | - Laurence Riffaud
- INSERM, U976, Skin Research Centre, Hôpital Saint-Louis, Paris, F-75010, France.,Université Paris Diderot, Sorbonne Paris Cité, UMRS976, Paris, F-75010, France
| | - Armand Bensussan
- INSERM, U976, Skin Research Centre, Hôpital Saint-Louis, Paris, F-75010, France.,Université Paris Diderot, Sorbonne Paris Cité, UMRS976, Paris, F-75010, France
| | - Rajiv Kumar
- Division of Molecular Genetic Epidemiology, German Cancer Research Center, 69120 Heidelberg, Germany
| | - Nicolas Dumaz
- INSERM, U976, Skin Research Centre, Hôpital Saint-Louis, Paris, F-75010, France.,Université Paris Diderot, Sorbonne Paris Cité, UMRS976, Paris, F-75010, France
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12
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Baumann J, Ignashkova TI, Chirasani SR, Ramírez-Peinado S, Alborzinia H, Gendarme M, Kuhnigk K, Kramer V, Lindemann RK, Reiling JH. Golgi stress-induced transcriptional changes mediated by MAPK signaling and three ETS transcription factors regulate MCL1 splicing. Mol Biol Cell 2018; 29:42-52. [PMID: 29118074 PMCID: PMC5746065 DOI: 10.1091/mbc.e17-06-0418] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 10/11/2017] [Accepted: 10/31/2017] [Indexed: 12/14/2022] Open
Abstract
The secretory pathway is a major determinant of cellular homoeostasis. While research into secretory stress signaling has so far mostly focused on the endoplasmic reticulum (ER), emerging data suggest that the Golgi itself serves as an important signaling hub capable of initiating stress responses. To systematically identify novel Golgi stress mediators, we performed a transcriptomic analysis of cells exposed to three different pharmacological compounds known to elicit Golgi fragmentation: brefeldin A, golgicide A, and monensin. Subsequent gene-set enrichment analysis revealed a significant contribution of the ETS family transcription factors ELK1, GABPA/B, and ETS1 to the control of gene expression following compound treatment. Induction of Golgi stress leads to a late activation of the ETS upstream kinases MEK1/2 and ERK1/2, resulting in enhanced ETS factor activity and the transcription of ETS family target genes related to spliceosome function and cell death induction via alternate MCL1 splicing. Further genetic analyses using loss-of-function and gain-of-function experiments suggest that these transcription factors operate in parallel.
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Affiliation(s)
- Jan Baumann
- BioMed X Innovation Center, 69120 Heidelberg, Germany
| | | | | | | | | | | | - Kyra Kuhnigk
- BioMed X Innovation Center, 69120 Heidelberg, Germany
| | | | - Ralph K Lindemann
- Translational Innovation Platform Oncology, Merck Biopharma, Merck KGaA, 64293 Darmstadt, Germany
| | - Jan H Reiling
- BioMed X Innovation Center, 69120 Heidelberg, Germany
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13
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Potikanond S, Sookkhee S, Na Takuathung M, Mungkornasawakul P, Wikan N, Smith DR, Nimlamool W. Kaempferia parviflora Extract Exhibits Anti-cancer Activity against HeLa Cervical Cancer Cells. Front Pharmacol 2017; 8:630. [PMID: 28955234 PMCID: PMC5600991 DOI: 10.3389/fphar.2017.00630] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2017] [Accepted: 08/28/2017] [Indexed: 01/20/2023] Open
Abstract
Kaempferia parviflora (KP) has been traditionally used as a folk remedy to treat several diseases including cancer, and several studies have reported cytotoxic activities of extracts of KP against a number of different cancer cell lines. However, many aspects of the molecular mechanism of action of KP remain unclear. In particular, the ability of KP to regulate cancer cell growth and survival signaling is still largely unexplored. The current study aimed to investigate the effects of KP on cell viability, cell migration, cell invasion, cell apoptosis, and on signaling pathways related to growth and survival of cervical cancer cells, HeLa. We discovered that KP reduced HeLa cell viability in a concentration-dependent manner. The potent cytotoxicity of KP against HeLa cells was associated with a dose-dependent induction of apoptotic cell death as determined by flow cytometry and observation of nuclear fragmentation. Moreover, KP-induced cell apoptosis was likely to be mediated through the intrinsic apoptosis pathway since caspase 9 and caspase 7, but not BID, were shown to be activated after KP exposure. Based on the observation that KP induced apoptosis in HeLa cell, we further investigated the effects of KP at non-cytotoxic concentrations on suppressing signal transduction pathways relevant to cell growth and survival. We found that KP suppressed the MAPK and PI3K/AKT signaling pathways in cells activated with EGF, as observed by a significant decrease in phosphorylation of ERK1/2, Elk1, PI3K, and AKT. The data suggest that KP interferes with the growth and survival of HeLa cells. Consistent with the inhibitory effect on EGF-stimulated signaling, KP potently suppressed the migration of HeLa cells. Concomitantly, KP was demonstrated to markedly inhibit HeLa cell invasion. The ability of KP in suppressing the migration and invasion of HeLa cells was associated with the suppression of matrix metalloproteinase-2 production. These data strongly suggest that KP may slow tumor progression and metastasis in patients with cervical cancer. Taken together, the present report provides accumulated evidence revealing the potent anti-cancer activities of Kaempferia parviflora against cervical cancer HeLa cells, and suggests its potential use as an alternative way for cervical cancer prevention and therapy.
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Affiliation(s)
- Saranyapin Potikanond
- Department of Pharmacology, Faculty of Medicine, Chiang Mai UniversityChiang Mai, Thailand
| | - Siriwoot Sookkhee
- Department of Microbiology, Faculty of Medicine, Chiang Mai UniversityChiang Mai, Thailand
| | - Mingkwan Na Takuathung
- Department of Pharmacology, Faculty of Medicine, Chiang Mai UniversityChiang Mai, Thailand
| | - Pitchaya Mungkornasawakul
- Department of Chemistry, Faculty of Science, Chiang Mai UniversityChiang Mai, Thailand.,Environmental Science Program, Faculty of Science, Chiang Mai UniversityChiang Mai, Thailand
| | - Nitwara Wikan
- Institute of Molecular Biosciences, Mahidol UniversityNakorn Pathom, Thailand
| | - Duncan R Smith
- Institute of Molecular Biosciences, Mahidol UniversityNakorn Pathom, Thailand
| | - Wutigri Nimlamool
- Department of Pharmacology, Faculty of Medicine, Chiang Mai UniversityChiang Mai, Thailand
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14
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GABPA predicts prognosis and inhibits metastasis of hepatocellular carcinoma. BMC Cancer 2017; 17:380. [PMID: 28549418 PMCID: PMC5446731 DOI: 10.1186/s12885-017-3373-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2016] [Accepted: 05/18/2017] [Indexed: 02/06/2023] Open
Abstract
Background Increasing evidence indicates that abnormal expression of GABPA is associated with tumor development and progression. However, the function and clinicopathological significance of GABPA in hepatocellular carcinoma (HCC) remain obscure. Methods The mRNA and protein expression of GABPA in HCC clinical specimens and cell lines was examined by real-time PCR and western blotting, respectively. Follow-up data were used to uncover the relationship between GABPA expression and the prognosis of HCC patients. HCC cell lines stably overexpressing or silencing GABPA were established to explore the function of GABPA in HCC cell migration and invasion by Transwell and wound healing assays in vitro and in a xenograft model in vivo. Restoration of function analysis was used to examine the underlying molecular mechanisms. Results GABPA was downregulated at the protein and mRNA levels in HCC tissues compared with adjacent normal tissues. Decreased GABPA expression was correlated with alpha-fetoprotein levels (P = 0.001), tumor grade (P = 0.017), and distant metastasis (P = 0.021). Kaplan-Meier survival analysis showed that patients with lower GABPA expression had significantly shorter survival times than those with higher GABPA (P = 0.031). In vivo and in vitro assays demonstrated that GABPA negatively regulated HCC cell migration and invasion, and the effect of GABPA on HCC cell migration was mediated at least partly by the regulation of E-cadherin. Conclusions Collectively, our data indicate that GABPA inhibits HCC cell migration by modulating E-cadherin and could serve as a novel biomarker for HCC prognosis. GABPA may act as a tumor suppressor during HCC progression and metastasis, and is a potential therapeutic target in HCC. Electronic supplementary material The online version of this article (doi:10.1186/s12885-017-3373-7) contains supplementary material, which is available to authorized users.
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15
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Xu Z, Zhou Y, Shi F, Cao Y, Dinh TLA, Wan J, Zhao M. Investigation of differentially-expressed microRNAs and genes in cervical cancer using an integrated bioinformatics analysis. Oncol Lett 2017; 13:2784-2790. [PMID: 28454467 DOI: 10.3892/ol.2017.5766] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Accepted: 01/06/2017] [Indexed: 02/06/2023] Open
Abstract
Cervical cancer is one of the most common types of cancer among women worldwide. In order to identify the microRNAs (miRNAs/miRs) and mRNAs associated with the carcinogenesis of cervical cancer, and to investigate the molecular mechanisms of cervical cancer, an miRNA microarray, GSE30656, and 3 mRNA microarrays, GSE63514, GSE39001 and GSE9750, for cervical cancer were retrieved from Gene Expression Omnibus. These datasets were analyzed in order to obtain differentially-expressed genes (DEGs) and miRNAs using the GEO2R tool. Gene Ontology (GO) and pathway enrichment analysis for DEGs were performed using the Database for Annotation, Visualization and Integrated Discovery. Protein-protein interaction (PPI) analysis for DEGs was conducted using The Search Tool for the Retrieval of Interacting Genes software and visualized using Cytoscape, followed by hub gene identification, and biological process and pathway enrichment analysis of the module selected from the PPI network using the Molecular Complex Detection plugin. In addition, miRecords was applied to predict the targets of differentially-expressed miRNAs. A total of 44 DEGs and 15 differentially-expressed miRNAs were identified. These DEGs were mainly enriched in GO terms associated with the cell cycle. In the PPI network, cyclin-dependent kinase 1, topoisomerase DNA IIα, aurora kinase A (AURKA) and minichromosome maintenance complex component 2 (MCM2) had higher degrees of connectivity. A significant module was detected from the PPI network. AURKA, MCM2 and kinesin family member 20A exhibited higher degrees in this module, while the genes in the module were mainly involved in the cell cycle and the DNA replication pathway. In addition, estrogen receptor 1 was predicted as the potential target of 13 miRNAs. A total of 10 DEGs were identified as potential targets of miR-203. In conclusion, the results indicated that microarray dataset analysis may provide a useful method for the identification of key genes and patterns to successfully identify determinants of the carcinogenesis of cervical cancer. The functional studies of candidate genes and miRNAs from these databases may lead to an increased understanding of the development of cervical cancer.
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Affiliation(s)
- Zhanzhan Xu
- Department of Biomedical Engineering, School of Basic Medical Sciences, Wuhan University, Wuhan, Hubei 430071, P.R. China
| | - Yu Zhou
- Department of Biomedical Engineering, School of Basic Medical Sciences, Wuhan University, Wuhan, Hubei 430071, P.R. China
| | - Fang Shi
- Department of Biomedical Engineering, School of Basic Medical Sciences, Wuhan University, Wuhan, Hubei 430071, P.R. China
| | - Yexuan Cao
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
| | - Thi Lan Anh Dinh
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
| | - Jing Wan
- Department of Cardiology, Zhongnan Hospital of Wuhan University, Wuhan, Hubei 430071, P.R. China
| | - Min Zhao
- Department of Biomedical Engineering, School of Basic Medical Sciences, Wuhan University, Wuhan, Hubei 430071, P.R. China
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16
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Osmanbeyoglu HU, Toska E, Chan C, Baselga J, Leslie CS. Pancancer modelling predicts the context-specific impact of somatic mutations on transcriptional programs. Nat Commun 2017; 8:14249. [PMID: 28139702 PMCID: PMC5290314 DOI: 10.1038/ncomms14249] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Accepted: 12/12/2016] [Indexed: 12/15/2022] Open
Abstract
Pancancer studies have identified many genes that are frequently somatically altered across multiple tumour types, suggesting that pathway-targeted therapies can be deployed across diverse cancers. However, the same ‘actionable mutation' impacts distinct context-specific gene regulatory programs and signalling networks—and interacts with different genetic backgrounds of co-occurring alterations—in different cancers. Here we apply a computational strategy for integrating parallel (phospho)proteomic and mRNA sequencing data across 12 TCGA tumour data sets to interpret the context-specific impact of somatic alterations in terms of functional signatures such as (phospho)protein and transcription factor (TF) activities. Our analysis predicts distinct dysregulated transcriptional regulators downstream of somatic alterations in different cancers, and we validate the context-specific differential activity of TFs associated to mutant PIK3CA in isogenic cancer cell line models. These results have implications for the pancancer use of targeted drugs and potentially for the design of combination therapies. Cancer genomic data sets contain a wealth of data that can be used to predict prognosis and further understand disease. Here, the authors integrate multiple genomics data types to identify transcriptional dysregulation in response to somatic mutations.
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Affiliation(s)
- Hatice U Osmanbeyoglu
- Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box No. 460, New York, New York 10065, USA
| | - Eneda Toska
- Human Oncogenesis and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Carmen Chan
- Human Oncogenesis and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - José Baselga
- Human Oncogenesis and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, New York 10065, USA
| | - Christina S Leslie
- Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box No. 460, New York, New York 10065, USA
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17
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Kawahara T, Shareef HK, Aljarah AK, Ide H, Li Y, Kashiwagi E, Netto GJ, Zheng Y, Miyamoto H. ELK1 is up-regulated by androgen in bladder cancer cells and promotes tumor progression. Oncotarget 2016; 6:29860-76. [PMID: 26342199 PMCID: PMC4745768 DOI: 10.18632/oncotarget.5007] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 08/12/2015] [Indexed: 12/15/2022] Open
Abstract
Little is known about biological significance of ELK1, a transcriptional factor that activates downstream targets including c-fos proto-oncogene, in bladder cancer. Recent preclinical evidence also suggests the involvement of androgen receptor (AR) signaling in bladder cancer progression. In this study, we aim to investigate the functions of ELK1 in bladder cancer growth and their regulation by AR signals. Immunohistochemistry in bladder tumor specimens showed that the levels of phospho-ELK1 (p-ELK1) expression were significantly elevated in urothelial neoplasms, compared with non-neoplastic urothelium tissues, and were also correlated with AR positivity. Patients with p-ELK1-positive non-muscle-invasive and muscle-invasive tumors had significantly higher risks for tumor recurrence and progression, respectively. In AR-positive bladder cancer cell lines, dihydrotestosterone treatment increased ELK1 expression (mRNA, protein) and its nuclear translocation, ELK1 transcriptional activity, and c-fos expression, which was restored by an anti-androgen hydroxyflutamide. ELK1 silencing via short hairpin RNA (shRNA) resulted in decreases in cell viability/colony formation, and cell migration/invasion as well as an increase in apoptosis. Importantly, ELK1 appears to require activated AR to regulate bladder cancer cell proliferation, but not cell migration. Androgen also failed to significantly induce AR transactivation in ELK1-knockdown cells. In accordance with our in vitro findings, ELK1-shRNA expression considerably retarded tumor formation as well as its growth in xenograft-bearing male mice. Our results suggest that ELK1 plays an important role in bladder tumorigenesis and cancer progression, which is further induced by AR activation. Accordingly, ELK1 inhibition, together with AR inactivation, has the potential of being a therapeutic approach for bladder cancer.
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Affiliation(s)
- Takashi Kawahara
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, USA.,Department of Urology, Yokohama City University School of Medicine, Yokohama, Japan
| | - Hasanain Khaleel Shareef
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Biology, University of Babylon College of Science for Women, Babylon, Iraq
| | - Ali Kadhim Aljarah
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Biology, University of Baghdad College of Science, Baghdad, Iraq
| | - Hiroki Ide
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Yi Li
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, USA.,Department of Urology, 2nd Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Eiji Kashiwagi
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - George J Netto
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Yichun Zheng
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, USA.,Department of Urology, 2nd Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - Hiroshi Miyamoto
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.,Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, NY, USA
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18
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Kawahara T, Aljarah AK, Shareef HK, Inoue S, Ide H, Patterson JD, Kashiwagi E, Han B, Li Y, Zheng Y, Miyamoto H. Silodosin inhibits prostate cancer cell growth via ELK1 inactivation and enhances the cytotoxic activity of gemcitabine. Prostate 2016; 76:744-56. [PMID: 26864615 DOI: 10.1002/pros.23164] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Accepted: 01/22/2016] [Indexed: 11/06/2022]
Abstract
BACKGROUND Biological significance of ELK1, a transcriptional factor whose phosphorylation is necessary for c-fos proto-oncogene activation, in prostate cancer remains far from fully understood. In this study, we aim to investigate the role of ELK1 in tumor growth as well as the efficacy of a selective α1A-adrenergic blocker, silodosin, in ELK1 activity in prostate cancer cells. METHODS We first immunohistochemically determined the levels of phospho-ELK1 (p-ELK1) expression in radical prostatectomy specimens. We then assessed the effects of ELK1 knockdown via short hairpin RNA and silodosin on cell proliferation, migration, and invasion in prostate cancer lines. RESULTS The levels of p-ELK1 expression were significantly higher in carcinoma than in benign (P < 0.001) or high-grade prostatic intraepithelial neoplasia (HGPIN) (P = 0.002) as well as in HGPIN than in benign (P < 0.001). Kaplan-Meier and log-rank tests revealed that moderate-strong positivity of p-ELK1 in carcinomas tended to correlate with biochemical recurrence after radical prostatectomy (P = 0.098). In PC3 and DU145 expressing ELK1 (mRNA/protein) but no androgen receptor (AR), ELK1 silencing resulted in considerable decreases in the expression of c-fos as well as in cell migration/invasion and matrix metalloproteinase-2 expression, but not in cell viability. Silodosin treatment reduced the expression/activity of ELK1 in these cells as well as the viability of AR-positive LNCaP and C4-2 cells and the migration of both AR-positive and AR-negative cells, but not the viability of AR-negative or ELK1-negative cells. Interestingly, silodosin significantly increased sensitivity to gemcitabine, but not to cisplatin or docetaxel, even in AR-negative cells. CONCLUSIONS ELK1 is likely to be activated in prostate cancer cells and promote tumor progression. Furthermore, silodosin that inactivates ELK1 in prostate cancer cells not only inhibits their growth but also enhances the cytotoxic activity of gemcitabine. Thus, ELK1 inhibition has the potential of being a therapeutic approach for prostate cancer.
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Affiliation(s)
- Takashi Kawahara
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, New York
- Department of Urology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ali Kadhim Aljarah
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Biology, University of Baghdad College of Science, Baghdad, Iraq
| | - Hasanain Khaleel Shareef
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Biology, University of Babylon College of Science for Women, Babylon, Iraq
| | - Satoshi Inoue
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hiroki Ide
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - John D Patterson
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Eiji Kashiwagi
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Bin Han
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Yi Li
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, New York
| | - Yichun Zheng
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, New York
| | - Hiroshi Miyamoto
- Departments of Pathology and Urology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Pathology and Laboratory Medicine, University of Rochester Medical Center, Rochester, New York
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19
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Alcalá-Corona SA, Velázquez-Caldelas TE, Espinal-Enríquez J, Hernández-Lemus E. Community Structure Reveals Biologically Functional Modules in MEF2C Transcriptional Regulatory Network. Front Physiol 2016; 7:184. [PMID: 27252657 PMCID: PMC4878384 DOI: 10.3389/fphys.2016.00184] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2016] [Accepted: 05/06/2016] [Indexed: 01/04/2023] Open
Abstract
Gene regulatory networks are useful to understand the activity behind the complex mechanisms in transcriptional regulation. A main goal in contemporary biology is using such networks to understand the systemic regulation of gene expression. In this work, we carried out a systematic study of a transcriptional regulatory network derived from a comprehensive selection of all potential transcription factor interactions downstream from MEF2C, a human transcription factor master regulator. By analyzing the connectivity structure of such network, we were able to find different biologically functional processes and specific biochemical pathways statistically enriched in communities of genes into the network, such processes are related to cell signaling, cell cycle and metabolism. In this way we further support the hypothesis that structural properties of biological networks encode an important part of their functional behavior in eukaryotic cells.
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Affiliation(s)
- Sergio A Alcalá-Corona
- Computational Genomics Department, National Institute of Genomic MedicineMexico City, Mexico; Complexity in Systems Biology, Center for Complexity Sciences, Universidad Nacional Autónoma de MéxicoMexico City, Mexico
| | | | - Jesús Espinal-Enríquez
- Computational Genomics Department, National Institute of Genomic MedicineMexico City, Mexico; Complexity in Systems Biology, Center for Complexity Sciences, Universidad Nacional Autónoma de MéxicoMexico City, Mexico
| | - Enrique Hernández-Lemus
- Computational Genomics Department, National Institute of Genomic MedicineMexico City, Mexico; Complexity in Systems Biology, Center for Complexity Sciences, Universidad Nacional Autónoma de MéxicoMexico City, Mexico
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20
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Yan Q, Lou G, Qian Y, Qin B, Xu X, Wang Y, Liu Y, Dong X. SPAG9 is involved in hepatocarcinoma cell migration and invasion via modulation of ELK1 expression. Onco Targets Ther 2016; 9:1067-75. [PMID: 27042099 PMCID: PMC4780205 DOI: 10.2147/ott.s98727] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Background Sperm-associated antigen 9 (SPAG9) is upregulated in several malignancies and its overexpression is positively correlated with cancer cell malignancies. However, the specific biological roles of SPAG9 in hepatocellular carcinoma (HCC) are less understood. Methods We analyzed SPAG9 and ETS-like gene 1, tyrosine kinase (ELK1) expression in 50 paired HCC specimens and adjacent noncancerous liver specimens using immunohistochemistry. SPAG9 small interfering RNA (siRNA) was used to knockdown SPAG9 expression in HCCLM3 and HuH7 cell lines. We used plasmids to upregulate ELK1 expression and siRNA to downregulate ELK1 expression in HuH7 cells. Quantitative real-time polymerase chain reaction and Western blot were used to evaluate the expression of SPAG9 and ELK1 at the mRNA and protein level, respectively. Wound healing, matrigel migration, and invasion analyses were performed to determine the effect of SPAG9 and ELK1 on HCC metastasis. Results SPAG9 and ELK1 were overexpressed in HCC tissue specimens and their expressions were higher in HCCLM3 and HuH7 cells compared to the low-metastatic HepG2 cells. Overexpression of SPAG9 was positively associated with tumor-node-metastasis staging (P=0.032), metastasis parameters (P=0.018) of HCC patients, and ELK1 expression (r=0.422, P<0.001) in HCC tissue specimens. In addition, knockdown of SPAG9 in HCCLM3 and HuH7 cells using siRNA significantly suppressed cell migration and invasion. Furthermore, we observed inhibition of ELK1 expression and p38 signaling. However, ELK1 overexpression reversed the inhibitory effects of SPAG9 siRNA on HCC cell metastasis and ELK1 depletion inhibited HuH7 cell migration and invasion. Conclusion SPAG9 overexpression was positively correlated with HCC metastasis and SPAG9-induced migration and invasion were partially dependent on ELK1 expression in HCC cell lines. These results suggest that SPAG9 may be a potential anti-metastasis target effective in HCC therapy.
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Affiliation(s)
- Qiuyue Yan
- Shaoxing People's Hospital, Shaoxing Hospital Zhejiang University, Shaoxing, Zhejiang, People's Republic of China; The Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, People's Republic of China
| | - Guohua Lou
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China
| | - Ying Qian
- Shaoxing People's Hospital, Shaoxing Hospital Zhejiang University, Shaoxing, Zhejiang, People's Republic of China
| | - Bo Qin
- Shaoxing People's Hospital, Shaoxing Hospital Zhejiang University, Shaoxing, Zhejiang, People's Republic of China
| | - Xiuping Xu
- Shaoxing People's Hospital, Shaoxing Hospital Zhejiang University, Shaoxing, Zhejiang, People's Republic of China; The Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, People's Republic of China
| | - Yanan Wang
- Shaoxing People's Hospital, Shaoxing Hospital Zhejiang University, Shaoxing, Zhejiang, People's Republic of China; The Key Laboratory of Laboratory Medicine, Ministry of Education of China, School of Laboratory Medicine and Life Science, Wenzhou Medical University, Wenzhou, People's Republic of China
| | - Yanning Liu
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China
| | - Xuejun Dong
- Shaoxing People's Hospital, Shaoxing Hospital Zhejiang University, Shaoxing, Zhejiang, People's Republic of China
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Yang DJ, Lee KS, Ko CM, Moh SH, Song J, Hur LC, Cheon YW, Yang SH, Choi YH, Kim KW. Leucine-enkephalin promotes wound repair through the regulation of hemidesmosome dynamics and matrix metalloprotease. Peptides 2016; 76:57-64. [PMID: 26763532 DOI: 10.1016/j.peptides.2015.12.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Revised: 12/03/2015] [Accepted: 12/29/2015] [Indexed: 11/17/2022]
Abstract
The skin responds to environmental stressors by coordinated actions of neuropeptides and their receptors. An endogenous peptide for δ-opioid receptor (DOPr), Leu-enkephalin (L-ENK), is expressed in the skin and its expression is altered in pathological conditions. Although the importance of DOPr is rapidly gaining recognition, the molecular mechanisms underlying its effects on wound healing are largely undefined. We show here that L-ENK induced activation of Erk, P90(RSK), and Elk-1 and promoted the disruption of hemidesmosomes and the expression of matrix metalloprotease (MMP)-2 and MMP-9, important processes for wound healing. Treatment with Erk inhibitor blocked activation of P90(RSK) and Elk-1 and significantly blunted wound repair. Therefore, our results suggest that activation of Erk and its downstream effectors, P90(RSK) and Elk-1, are critical for DOPr-mediated skin homeostasis.
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Affiliation(s)
- Dong Joo Yang
- Department of Pharmacology, Wonju College of Medicine, Yonsei University, Wonju 26426, Republic of Korea; Department of Global Medical Science, Wonju College of Medicine, Yonsei University, Wonju 26426, Republic of Korea
| | - Kyung Suk Lee
- Department of Plastic and Reconstructive Surgery, Gyeongsang National University Hospital, Gyeongsang National University School of Medicine, Jinju 52828, Republic of Korea
| | - Chang Mann Ko
- Department of Pharmacology, Wonju College of Medicine, Yonsei University, Wonju 26426, Republic of Korea
| | - Sang Hyun Moh
- Anti-aging Research Institute of BIO-FD&C Co. Ltd., Incheon 21990, Republic of Korea
| | - Jihyeok Song
- Anti-aging Research Institute of BIO-FD&C Co. Ltd., Incheon 21990, Republic of Korea
| | - Lucia C Hur
- Derma-Lucia Skinceuticals LLC, 7500 Escala Drive, Austin, TX 78735, USA
| | - Young Woo Cheon
- Department of Plastic and Reconstructive Surgery, Gachon University Gil Medical Center, Gachon University, School of Medicine, 1198 Guwol-Dong, Namdong-Gu, Incheon 21565, Republic of Korea
| | - Seung Ho Yang
- Department of Pharmacology, Wonju College of Medicine, Yonsei University, Wonju 26426, Republic of Korea
| | - Yun-Hee Choi
- Anti-aging Research Institute of BIO-FD&C Co. Ltd., Incheon 21990, Republic of Korea.
| | - Ki Woo Kim
- Department of Pharmacology, Wonju College of Medicine, Yonsei University, Wonju 26426, Republic of Korea; Department of Global Medical Science, Wonju College of Medicine, Yonsei University, Wonju 26426, Republic of Korea.
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22
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Perdomo-Sabogal A, Nowick K, Piccini I, Sudbrak R, Lehrach H, Yaspo ML, Warnatz HJ, Querfurth R. Human Lineage-Specific Transcriptional Regulation through GA-Binding Protein Transcription Factor Alpha (GABPa). Mol Biol Evol 2016; 33:1231-44. [PMID: 26814189 PMCID: PMC4839217 DOI: 10.1093/molbev/msw007] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
A substantial fraction of phenotypic differences between closely related species are likely caused by differences in gene regulation. While this has already been postulated over 30 years ago, only few examples of evolutionary changes in gene regulation have been verified. Here, we identified and investigated binding sites of the transcription factor GA-binding protein alpha (GABPa) aiming to discover cis-regulatory adaptations on the human lineage. By performing chromatin immunoprecipitation-sequencing experiments in a human cell line, we found 11,619 putative GABPa binding sites. Through sequence comparisons of the human GABPa binding regions with orthologous sequences from 34 mammals, we identified substitutions that have resulted in 224 putative human-specific GABPa binding sites. To experimentally assess the transcriptional impact of those substitutions, we selected four promoters for promoter-reporter gene assays using human and African green monkey cells. We compared the activities of wild-type promoters to mutated forms, where we have introduced one or more substitutions to mimic the ancestral state devoid of the GABPa consensus binding sequence. Similarly, we introduced the human-specific substitutions into chimpanzee and macaque promoter backgrounds. Our results demonstrate that the identified substitutions are functional, both in human and nonhuman promoters. In addition, we performed GABPa knock-down experiments and found 1,215 genes as strong candidates for primary targets. Further analyses of our data sets link GABPa to cognitive disorders, diabetes, KRAB zinc finger (KRAB-ZNF), and human-specific genes. Thus, we propose that differences in GABPa binding sites played important roles in the evolution of human-specific phenotypes.
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Affiliation(s)
- Alvaro Perdomo-Sabogal
- Bioinformatics Group, Department of Computer Science, and Interdisciplinary Center for Bioinformatics, University Leipzig, Leipzig, Germany Paul-Flechsig Institute for Brain Research, University of Leipzig, Leipzig, Germany
| | - Katja Nowick
- Bioinformatics Group, Department of Computer Science, and Interdisciplinary Center for Bioinformatics, University Leipzig, Leipzig, Germany Paul-Flechsig Institute for Brain Research, University of Leipzig, Leipzig, Germany
| | - Ilaria Piccini
- Institute of Genetics of Heart Diseases (IfGH), Department of Cardiovascular Medicine, University Hospital Münster, 48149 Münster, Germany Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Ralf Sudbrak
- European Centre for Public Heath Genomics, UNU-MERIT, Unsiversity Maastricht,PO Box 616, 6200 MD Maastricht, The Netherlands Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Hans Lehrach
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Marie-Laure Yaspo
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Hans-Jörg Warnatz
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Robert Querfurth
- Department of Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
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23
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Jolma A, Yin Y, Nitta KR, Dave K, Popov A, Taipale M, Enge M, Kivioja T, Morgunova E, Taipale J. DNA-dependent formation of transcription factor pairs alters their binding specificity. Nature 2015; 527:384-8. [DOI: 10.1038/nature15518] [Citation(s) in RCA: 369] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2015] [Accepted: 08/24/2015] [Indexed: 12/28/2022]
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24
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Manukjan G, Ripperger T, Santer L, von Neuhoff N, Ganser A, Schambach A, Schlegelberger B, Steinemann D. Expression of the ETS transcription factor GABPα is positively correlated to the BCR-ABL1/ABL1 ratio in CML patients and affects imatinib sensitivity in vitro. Exp Hematol 2015; 43:880-90. [PMID: 26072332 DOI: 10.1016/j.exphem.2015.05.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Revised: 05/18/2015] [Accepted: 05/23/2015] [Indexed: 11/18/2022]
Abstract
In Philadelphia-positive chronic myeloid leukemia (CML), imatinib resistance frequently emerges because of point mutations in the ABL1 kinase domain, but may also be the consequence of uncontrolled upstream signaling. Recently, the heteromeric transcription factor GA-binding protein (GABP) was found to promote CML-like myeloproliferative disease in mice. In a cohort of 70 CML patients, we found that expression of the GABP α subunit (GABPα) is positively correlated to the BCR-ABL1/ABL1 ratio. Moreover, significantly higher GABPα expression was detected in blast crisis than in chronic phase CML after performing data mining on 91 CML patients. In functional studies, imatinib sensitivity is enhanced after GABPα knockdown in tyrosine kinase inhibitors (TKI)-sensitive K-562, as well as by overexpression of a deletion mutant in TKI-resistant NALM-1 cells. Moreover, in K-562 cells, GABP-dependent expression variations of PRKD2 and RAC2, relevant signaling mediators in CML, were observed. Notably, protein kinase D2 (Prkd2) was reported to be a GABP target gene in mice. In line with this, we detected a positive correlation between GABPA and PRKD2 expression in primary human CML, indicating that the effects of GABP are mediated by PRKD2. These findings illustrate an important role for GABP in disease development and imatinib sensitivity in human CML.
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MESH Headings
- Drug Resistance, Neoplasm
- Female
- Fusion Proteins, bcr-abl/genetics
- Fusion Proteins, bcr-abl/metabolism
- GA-Binding Protein Transcription Factor/genetics
- GA-Binding Protein Transcription Factor/metabolism
- Gene Expression Regulation, Leukemic
- Gene Knockdown Techniques
- Humans
- Imatinib Mesylate/pharmacology
- K562 Cells
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive/metabolism
- Male
- Middle Aged
- Proto-Oncogene Proteins c-ets/biosynthesis
- Proto-Oncogene Proteins c-ets/genetics
- rac GTP-Binding Proteins/genetics
- rac GTP-Binding Proteins/metabolism
- RAC2 GTP-Binding Protein
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Affiliation(s)
- Georgi Manukjan
- Institute of Human Genetics, Hannover Medical School, Hannover, Germany.
| | - Tim Ripperger
- Institute of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Laura Santer
- Institute of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Nils von Neuhoff
- Institute of Human Genetics, Hannover Medical School, Hannover, Germany
| | - Arnold Ganser
- Department of Hematology, Hemostasis, Oncology, and Stem Cell Transplantation, Hannover Medical School, Hannover, Germany
| | - Axel Schambach
- Institute of Experimental Hematology, Hannover Medical School, Hannover, Germany
| | | | - Doris Steinemann
- Institute of Human Genetics, Hannover Medical School, Hannover, Germany
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25
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He G, Tolic A, Bashkin JK, Poon GMK. Heterogeneous dynamics in DNA site discrimination by the structurally homologous DNA-binding domains of ETS-family transcription factors. Nucleic Acids Res 2015; 43:4322-31. [PMID: 25824951 PMCID: PMC4417174 DOI: 10.1093/nar/gkv267] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2015] [Accepted: 03/05/2015] [Indexed: 01/09/2023] Open
Abstract
The ETS family of transcription factors exemplifies current uncertainty in how eukaryotic genetic regulators with overlapping DNA sequence preferences achieve target site specificity. PU.1 and Ets-1 represent archetypes for studying site discrimination by ETS proteins because their DNA-binding domains are the most divergent in sequence, yet they share remarkably superimposable DNA-bound structures. To gain insight into the contrasting thermodynamics and kinetics of DNA recognition by these two proteins, we investigated the structure and dynamics of site discrimination by their DNA-binding domains. Electrophoretic mobilities of complexes formed by the two homologs with circularly permuted binding sites showed significant dynamic differences only for DNA complexes of PU.1. Free solution measurements by dynamic light scattering showed PU.1 to be more dynamic than Ets-1; moreover, dynamic changes are strongly coupled to site discrimination by PU.1, but not Ets-1. Interrogation of the protein/DNA interface by DNA footprinting showed similar accessibility to dimethyl sulfate for PU.1/DNA and Ets-1/DNA complexes, indicating that the dynamics of PU.1/DNA complexes reside primarily outside that interface. An information-based analysis of the two homologs’ binding motifs suggests a role for dynamic coupling in PU.1's ability to enforce a more stringent sequence preference than Ets-1 and its proximal sequence homologs.
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Affiliation(s)
- Gaofei He
- Department of Chemistry and Biochemistry and Center for Nanoscience, University of Missouri - St. Louis, St. Louis, MO 63121, USA
| | - Ana Tolic
- College of Pharmacy, Washington State University, Spokane, WA 99210, USA
| | - James K Bashkin
- Department of Chemistry and Biochemistry and Center for Nanoscience, University of Missouri - St. Louis, St. Louis, MO 63121, USA
| | - Gregory M K Poon
- College of Pharmacy, Washington State University, Spokane, WA 99210, USA
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26
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Stangel D, Erkan M, Buchholz M, Gress T, Michalski C, Raulefs S, Friess H, Kleeff J. Kif20a inhibition reduces migration and invasion of pancreatic cancer cells. J Surg Res 2015; 197:91-100. [PMID: 25953216 DOI: 10.1016/j.jss.2015.03.070] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Revised: 03/10/2015] [Accepted: 03/25/2015] [Indexed: 12/19/2022]
Abstract
BACKGROUND The Translational Genome Research Network in Pancreatic Cancer performed a meta-analysis of publicly available various high-throughput gene analysis panels to identify drugable targets. There, the most differentially expressed gene between normal and cancerous pancreas was Kif20a. The aim of the study was to verify this expression pattern and further characterize Kif20a in pancreatic cancer. MATERIALS AND METHODS Detailed expression analyses were carried out in pancreatic tissues and in a wide panel of pancreatic cells including ductal adenocarcinoma (PDAC) and neuroendocrine-cancer cell lines as well as immortalized human pancreatic ductal epithelial and primary stellate cells using quantitative real-time polymerase chain reaction, immunohistochemistry, immunofluorescence, and immunoblot analyses. Effects on proliferation, apoptosis, and cell cycle were assessed by MTT assays, caspase-cleavage assays, and fluorescence-activated cell sorting analysis after Kif20a silencing. Cell motility was assessed by migration and invasion assays as well as time-lapse microscopy. RESULTS Mean Kif20a messenger RNA expression was 18.4-fold upregulated in PDAC tissues compared with that in the normal pancreas. In line, neuroendocrine-cancer cell lines display a 1.6-fold increase and ductal adenocarcinoma cell lines a 11-fold increase of Kif20a messenger RNA (P = 0.009) in comparison with primary stellate cells. A 7.3-fold overexpression was also found in immortalized pancreatic ductal epithelial cells. Kif20a silencing with small interfering RNA molecules resulted in an inhibition of proliferation, motility, and invasion of pancreatic cancer cell lines. CONCLUSIONS Targeting Kif20a reduces proliferation, migration, and invasion of pancreatic cancer cells. Together with its significant overexpression in PDAC, this makes it a potential target for diagnostic and interventional purposes.
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Affiliation(s)
- Daniela Stangel
- Department of Surgery, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Mert Erkan
- Department of Surgery, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany; Department of Surgery, Koc School of Medicine, Istanbul, Turkey.
| | - Malte Buchholz
- Department of Gastroenterology and Endocrinology, University Hospital, Philipps-University, Marburg, Germany
| | - Thomas Gress
- Department of Gastroenterology and Endocrinology, University Hospital, Philipps-University, Marburg, Germany
| | - Christoph Michalski
- Department of Surgery, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany; Department of Surgery, University of Heidelberg, Heidelberg, Germany
| | - Susanne Raulefs
- Department of Surgery, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Helmut Friess
- Department of Surgery, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Jörg Kleeff
- Department of Surgery, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
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27
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Hou CH, Lin FL, Hou SM, Liu JF. Cyr61 promotes epithelial-mesenchymal transition and tumor metastasis of osteosarcoma by Raf-1/MEK/ERK/Elk-1/TWIST-1 signaling pathway. Mol Cancer 2014; 13:236. [PMID: 25326651 PMCID: PMC4210521 DOI: 10.1186/1476-4598-13-236] [Citation(s) in RCA: 102] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Accepted: 09/09/2014] [Indexed: 12/03/2022] Open
Abstract
Background Osteosarcoma is the most common primary malignant tumor in children and young adults, and its treatment requires effective therapeutic approaches because of a high mortality rate for lung metastasis. Epithelial to mesenchymal transition (EMT) has received considerable attention as a conceptual paradigm for explaining the invasive and metastatic behavior during cancer progression. The cysteine-rich angiogenic inducer 61 (Cyr61) gene, a member of the CCN gene family, is responsible for the secretion of Cyr61, a matrix-associated protein that is involved in several cellular functions. A previous study showed that Cyr61 expression is related to osteosarcoma progression. In addition, Cyr61 could promote cell migration and metastasis in osteosarcoma. However, discussions on the molecular mechanism involved in Cyr61-regulated metastasis in osteosarcoma is poorly discussed. Results We determined that the expression level of Cyr61 induced cell migration ability in osteosarcoma cells. The Cyr61 protein promoted the mesenchymal transition of osteosarcoma cells by upregulating mesenchymal markers (TWIST-1 and N-cadherin) and inhibiting the epithelial marker (E-cadherin). Moreover, the Cyr61-induced cell migration was mediated by EMT. The Cyr61 protein elicited a signaling cascade that included αvβ5 integrin, Raf-1, mitogen-activated protein kinase (MEK), extracellular signal-regulated kinase (ERK), and Elk-1. The reagent or gene knockdown of these signaling proteins could inhibit Cyr61-promoted EMT in osteosarcoma. Finally, the knockdown of Cyr61 expression obviously inhibited cell migration and repressed mesenchymal phenotypes, reducing lung metastasis. Conclusion Our results indicate that Cyr61 promotes the EMT of osteosarcoma cells by regulating EMT markers via a signal transduction pathway that involves αvβ5 integrin, Raf-1, MEK, ERK, and Elk-1. Electronic supplementary material The online version of this article (doi:10.1186/1476-4598-13-236) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | - Sheng-Mon Hou
- Department of Orthopedic Surgery, Shin-Kong Wu Ho-Su Memorial Hospital, NO, 95 Wen Chang Road, Taipei, Taiwan.
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28
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Lauriola M, Enuka Y, Zeisel A, D'Uva G, Roth L, Sharon-Sevilla M, Lindzen M, Sharma K, Nevo N, Feldman M, Carvalho S, Cohen-Dvashi H, Kedmi M, Ben-Chetrit N, Chen A, Solmi R, Wiemann S, Schmitt F, Domany E, Yarden Y. Diurnal suppression of EGFR signalling by glucocorticoids and implications for tumour progression and treatment. Nat Commun 2014; 5:5073. [PMID: 25278152 PMCID: PMC4205848 DOI: 10.1038/ncomms6073] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Accepted: 08/25/2014] [Indexed: 02/07/2023] Open
Abstract
Signal transduction by receptor tyrosine kinases (RTKs) and nuclear receptors for steroid hormones is essential for body homeostasis, but the cross-talk between these receptor families is poorly understood. We observed that glucocorticoids inhibit signalling downstream of EGFR, an RTK. The underlying mechanism entails suppression of EGFR's positive feedback loops and simultaneous triggering of negative feedback loops that normally restrain EGFR. Our studies in mice reveal that the regulation of EGFR's feedback loops by glucocorticoids translates to circadian control of EGFR signalling: EGFR signals are suppressed by high glucocorticoids during the active phase (night-time in rodents), while EGFR signals are enhanced during the resting phase. Consistent with this pattern, treatment of animals bearing EGFR-driven tumours with a specific kinase inhibitor was more effective if administered during the resting phase of the day, when glucocorticoids are low. These findings support a circadian clock-based paradigm in cancer therapy.
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Affiliation(s)
- Mattia Lauriola
- 1] Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel [2] Unit of Histology, Embryology and Applied Biology, Department of Experimental, Diagnostic and Specialty Medicine, Bologna University, Bologna 40138, Italy
| | - Yehoshua Enuka
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Amit Zeisel
- Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Gabriele D'Uva
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Lee Roth
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Michal Sharon-Sevilla
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Moshit Lindzen
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Kirti Sharma
- Division of Molecular Genome Analysis, German Cancer Research Centre (DKFZ), 69120 Heidelberg, Germany
| | - Nava Nevo
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Morris Feldman
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Silvia Carvalho
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Hadas Cohen-Dvashi
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Merav Kedmi
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Nir Ben-Chetrit
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Alon Chen
- Department of Neurobiology, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Rossella Solmi
- Unit of Histology, Embryology and Applied Biology, Department of Experimental, Diagnostic and Specialty Medicine, Bologna University, Bologna 40138, Italy
| | - Stefan Wiemann
- Division of Molecular Genome Analysis, German Cancer Research Centre (DKFZ), 69120 Heidelberg, Germany
| | - Fernando Schmitt
- 1] Department of Laboratory Medicine and Pathobiology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada M5S 1A8 [2] Department of Pathology, University Health Network, Toronto, Ontario, Canada M5G 2C4 [3] IPATIMUP, University of Porto, Porto 4200-465, Portugal
| | - Eytan Domany
- Department of Physics of Complex Systems, Weizmann Institute of Science, Rehovot 76100, Israel
| | - Yosef Yarden
- Department of Biological Regulation, Weizmann Institute of Science, Rehovot 76100, Israel
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29
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Lesluyes T, Johnson J, Machanick P, Bailey TL. Differential motif enrichment analysis of paired ChIP-seq experiments. BMC Genomics 2014; 15:752. [PMID: 25179504 PMCID: PMC4167127 DOI: 10.1186/1471-2164-15-752] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 08/22/2014] [Indexed: 02/06/2023] Open
Abstract
Background Motif enrichment analysis of transcription factor ChIP-seq data can help identify transcription factors that cooperate or compete. Previously, little attention has been given to comparative motif enrichment analysis of pairs of ChIP-seq experiments, where the binding of the same transcription factor is assayed under different conditions. Such comparative analysis could potentially identify the distinct regulatory partners/competitors of the assayed transcription factor under different conditions or at different stages of development. Results We describe a new methodology for identifying sequence motifs that are differentially enriched in one set of DNA or RNA sequences relative to another set, and apply it to paired ChIP-seq experiments. We show that, using paired ChIP-seq data for a single transcription factor, differential motif enrichment analysis identifies all the known key transcription factors involved in the transformation of non-cancerous immortalized breast cells (MCF10A-ER-Src cells) into cancer stem cells whereas non-differential motif enrichment analysis does not. We also show that differential motif enrichment analysis identifies regulatory motifs that are significantly enriched at constrained locations within the bound promoters, and that these motifs are not identified by non-differential motif enrichment analysis. Our methodology differs from other approaches in that it leverages both comparative enrichment and positional enrichment of motifs in ChIP-seq peak regions or in the promoters of genes bound by the transcription factor. Conclusions We show that differential motif enrichment analysis of paired ChIP-seq experiments offers biological insights not available from non-differential analysis. In contrast to previous approaches, our method detects motifs that are enriched in a constrained region in one set of sequences, but not enriched in the same region in the comparative set. We have enhanced the web-based CentriMo algorithm to allow it to perform the constrained differential motif enrichment analysis described in this paper, and CentriMo’s on-line interface (http://meme.ebi.edu.au) provides dozens of databases of DNA- and RNA-binding motifs from a full range of organisms. All data and output files presented here are available at http://research.imb.uq.edu.au/t.bailey/supplementary_data/Lesluyes2014. Electronic supplementary material The online version of this article (doi:10.1186/1471-2164-15-752) contains supplementary material, which is available to authorized users.
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Affiliation(s)
| | | | | | - Timothy L Bailey
- Institute for Molecular Bioscience, The University of Queensland, 306 Carmody Road, 4072 Brisbane, Australia.
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Decreased tumor progression and invasion by a novel anti-cell motility target for human colorectal carcinoma cells. PLoS One 2013; 8:e66439. [PMID: 23755307 PMCID: PMC3670870 DOI: 10.1371/journal.pone.0066439] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2013] [Accepted: 05/08/2013] [Indexed: 12/16/2022] Open
Abstract
We have previously described a novel modulator of the actin cytoskeleton that also regulates Ras and mitogen-activated protein kinase activities in TGFβ-sensitive epithelial cells. Here we examined the functional role of this signaling regulatory protein (km23-1) in mediating the migration, invasion, and tumor growth of human colorectal carcinoma (CRC) cells. We show that small interfering RNA (siRNA) depletion of km23-1 in human CRC cells inhibited constitutive extracellular signal-regulated kinase (ERK) activation, as well as pro-invasive ERK effector functions that include phosphorylation of Elk-1, constitutive regulation of c-Fos-DNA binding, TGFβ1 promoter transactivation, and TGFβ1 secretion. In addition, knockdown of km23-1 reduced the paracrine effects of CRC cell-secreted factors in conditioned medium and in fibroblast co-cultures. Moreover, km23-1 depletion in human CRC cells reduced cell migration and invasion, as well as expression of the ERK-regulated, metastasis-associated scaffold protein Ezrin. Finally, km23-1 inhibition significantly suppressed tumor formation in vivo. Thus, our results implicate km23-1 as a novel anti-metastasis target for human colon carcinoma cells, capable of decreasing tumor growth and invasion via a mechanism involving suppression of various pro-migratory features of CRC. These include a reduction in ERK signaling, diminished TGFβ1 production, decreased expression of the plasma membrane-cytoskeletal linker Ezrin, as well as attenuation of the paracrine effects of colon carcinoma-secreted factors on fibroblast migration and mitogenesis. As such, km23-1 inhibitors may represent a viable therapeutic strategy for interfering with colon cancer progression and invasion.
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Kasza A. Signal-dependent Elk-1 target genes involved in transcript processing and cell migration. BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS 2013; 1829:1026-33. [PMID: 23711433 DOI: 10.1016/j.bbagrm.2013.05.004] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2012] [Revised: 05/16/2013] [Accepted: 05/17/2013] [Indexed: 11/25/2022]
Abstract
Elk-1 was regarded as a transcription factor engaged mainly in the regulation of cell growth, differentiation, and survival. Recent findings show the engagement of Elk-1 in the control of expression of genes encoding proteins involved in transcript turnover, such as MCPIP1/ZC3H12A and tristetraprolin (TTP/ZFP36). Thus, Elk-1 plays an important role in the control of gene expression not only through the stimulation of expression of transcription factors, but also through regulation of transcript half-live. Moreover, Elk-1 is engaged in the regulation of expression of genes encoding proteins that control proteolytic activity, such as inhibitor of plasminogen activator-1 (PAI-1) and metalloproteinases-2 and -9 (MMP-2 and MMP-9). This review summarizes the biological roles of proteins with expression regulated by Elk-1, involved in transcripts turnover or in cell migration. The broad range of function of these proteins illustrates the complex role of Elk-1 in the regulation of cancer and inflammation.
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Affiliation(s)
- Aneta Kasza
- Department of Cell Biochemistry, Faculty of Biochemistry, Biophysics and Biotechnology, Jagiellonian University, Gronostajowa 7, 30-387 Kraków, Poland.
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