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1.
Genes (Basel) ; 14(8)2023 08 18.
Article in English | MEDLINE | ID: mdl-37628700

ABSTRACT

Chromatin conformation, DNA methylation pattern, transcriptional profile, and non-coding RNAs (ncRNAs) interactions constitute an epigenetic pattern that influences the cellular phenotypic commitment and impacts the clinical outcomes in regenerative therapies. Here, we investigated the epigenetic landscape of the SP7 transcriptor factor (SP7) and Distal-Less Homeobox 4 (DLX4) osteoblastic transcription factors (TFs), in human periodontal ligament mesenchymal cells (PDLCs) with low (l-PDLCs) and high (h-PDLCs) osteogenic potential. Chromatin accessibility (ATAC-seq), genome DNA methylation (Methylome), and RNA sequencing (RNA-seq) assays were performed in l- and h-PDLCs, cultured at 10 days in non-induced (DMEM) and osteogenic (OM) medium in vitro. Data were processed in HOMER, Genome Studio, and edgeR programs, and metadata was analyzed by online bioinformatics tools and in R and Python environments. ATAC-seq analyses showed the TFs genomic regions are more accessible in l-PDLCs than in h-PDLCs. In Methylome analyses, the TFs presented similar average methylation intensities (AMIs), without differently methylated probes (DMPs) between l- and h-PDLCs; in addition, there were no differences in the expression profiles of TFs signaling pathways. Interestingly, we identified the long non-coding RNAs (lncRNAs), MIR31HG and LINC00939, as upregulated in l-PDLCs, in both DMEM and OM. In the following analysis, the web-based prediction tool LncRRIsearch predicted RNA:RNA base-pairing interactions between SP7, DLX4, MIR31HG, and LINC00939 transcripts. The machine learning program TriplexFPP predicted DNA:RNA triplex-forming potential for the SP7 DNA site and for one of the LINC00939 transcripts (ENST00000502479). PCR data confirmed the upregulation of MIR31HG and LINC00939 transcripts in l-PDLCs (× h-PDLCs) in both DMEM and OM (p < 0.05); conversely, SP7 and DLX4 were downregulated, confirming those results observed in the RNA-Seq analysis. Together, these results indicate the lncRNAs MIR31HG and LINC00939 as possible epigenetic inhibitors of the osteogenic differentiation in PDLCs by (post)transcriptional and translational repression of the SP7 and DLX4 TFs.


Subject(s)
RNA, Long Noncoding , Humans , RNA, Long Noncoding/genetics , Osteogenesis/genetics , Chromatin , Cell Differentiation/genetics , Epigenesis, Genetic , Transcription Factors/genetics , Homeodomain Proteins/genetics
2.
Tissue Eng Part C Methods ; 28(11): 599-609, 2022 11.
Article in English | MEDLINE | ID: mdl-36047814

ABSTRACT

Air-liquid interface (ALI) cultures are used to produce stratified epithelial tissues in vitro, notably for the production of oral mucosal equivalents. Currently, there are few purpose-built devices, which aim to enhance the ease and reproducibility of generating such tissue. Most ALI cultures utilize stainless steel grids or cell culture inserts to elevate the matrix or scaffold to the surface of the culture media. In this study, a novel buoyant epithelial culture device (BECD) was designed to both contain a fibroblast-seeded collagen hydrogel and float in culture media, thereby automatically maintaining the ALI without further user intervention. BECDs aim to mitigate several issues associated with ALI culture; reducing the chance of media flooding the epithelial layer from physical disturbance, reducing technique sensitivity for less-experienced users, and improving the reproducibility of the epithelia generated. H400 oral squamous cell carcinoma cells cultured in BECDs for 7, 14, and 21 days showed continuous increase in epithelial tissue thickness with expected localization of epithelial differentiation markers: cytokeratin 5, involucrin, and E-cadherin. Fused filament fabrication three-dimensional printing with polypropylene used in BECD production allows for rapid turnover and design iteration, presenting a versatile, adaptable, and useful tool for application in in vitro cell culture.


Subject(s)
Carcinoma, Squamous Cell , Mouth Neoplasms , Humans , Epithelial Cells , Reproducibility of Results , Epithelium , Culture Media , Printing, Three-Dimensional , Cells, Cultured
3.
Cells ; 11(7)2022 03 26.
Article in English | MEDLINE | ID: mdl-35406691

ABSTRACT

Periodontal ligament stem cells (PDLCs) can be used as a valuable source in cell therapies to regenerate bone tissue. However, the potential therapeutic outcomes are unpredictable due to PDLCs' heterogeneity regarding the capacity for osteoblast differentiation and mineral nodules production. Here, we identify epigenetic (DNA (hydroxy)methylation), chromatin (ATAC-seq) and transcriptional (RNA-seq) differences between PDLCs presenting with low (l) and high (h) osteogenic potential. The primary cell populations were investigated at basal state (cultured in DMEM) and after 10 days of osteogenic stimulation (OM). At a basal state, the expression of transcription factors (TFs) and the presence of gene regulatory regions related to osteogenesis were detected in h-PDLCs in contrast to neuronal differentiation prevalent in l-PDLCs. These differences were also observed under stimulated conditions, with genes and biological processes associated with osteoblast phenotype activated more in h-PDLCs. Importantly, even after the induction, l-PDLCs showed hypermethylation and low expression of genes related to bone development. Furthermore, the analysis of TFs motifs combined with TFs expression suggested the relevance of SP1, SP7 and DLX4 regulation in h-PDLCs, while motifs for SIX and OLIG2 TFs were uniquely enriched in l-PDLCs. Additional analysis including a second l-PDLC population indicated that the high expression of OCT4, SIX3 and PPARG TFs could be predictive of low osteogenic commitment. In summary, several biological processes related to osteoblast commitment were activated in h-PDLCs from the onset, while l-PDLCs showed delay in the activation of the osteoblastic program, restricted by the persistent methylation of gene related to bone development. These processes are pre-determined by distinguishable epigenetic and transcriptional patterns, the recognition of which could help in selection of PDLCs with pre-osteoblastic phenotype.


Subject(s)
Osteogenesis , Periodontal Ligament , Cells, Cultured , Chromatin/metabolism , Homeodomain Proteins/metabolism , Humans , Methylation , Osteogenesis/genetics , Transcription Factors/genetics , Transcription Factors/metabolism
4.
DNA Cell Biol ; 40(5): 662-674, 2021 May.
Article in English | MEDLINE | ID: mdl-33751901

ABSTRACT

Periodontal ligament cells (PDLCs) have well documented osteogenic potential; however, this commitment can be highly heterogenous, limiting their applications in tissue regeneration. In this study, we use PDLC populations characterized by high and low osteogenic potential (h-PDLCs and l-PDLCs, respectively) to identify possible sources of such heterogeneity and to investigate whether the osteogenic differentiation can be enhanced by epigenetic modulation. In h-PDLCs, low basal expression levels of pluripotency markers (NANOG, OCT4), DNA methyltransferases (DNMT1, DNMT3B), and enzymes involved in active DNA demethylation (TET1, TET3) were prerequisite to high osteogenic potential. Furthermore, these genes were downregulated upon early osteogenesis, possibly allowing for the increase in expression of the key osteogenic transcription factors, Runt-related transcription factor 2 (RUNX2) and SP7, and ultimately, mineral nodule formation. l-PDLCs appeared locked in the multipotent state and this was further enhanced upon early osteogenic stimulation, correlating with low RUNX2 expression and impaired mineralization. Further upregulation of DNMTs was also evident, while pretreatment with RG108, the DNMTs' inhibitor, enhanced the osteogenic program in l-PDLCs through downregulation of DNMTs, increased RUNX2 expression and nuclear localization, accelerated expression of osteogenic markers, and increased mineralization. These findings point toward the role of DNMTs and Ten Eleven Translocations (TETs) in osteogenic commitment and support application of epigenetic approaches to modulate biomineralization in PDLCs.


Subject(s)
Calcification, Physiologic , Core Binding Factor Alpha 1 Subunit/metabolism , DNA (Cytosine-5-)-Methyltransferase 1/antagonists & inhibitors , Enzyme Inhibitors/pharmacology , Periodontal Ligament/cytology , Calcification, Physiologic/drug effects , Cell Nucleus/drug effects , Cell Nucleus/metabolism , DNA (Cytosine-5-)-Methyltransferase 1/metabolism , Down-Regulation/drug effects , Humans , Osteogenesis/genetics , Phthalimides/pharmacology , Tryptophan/analogs & derivatives , Tryptophan/pharmacology , Up-Regulation/drug effects , Young Adult
5.
Cancer Lett ; 501: 172-186, 2021 03 31.
Article in English | MEDLINE | ID: mdl-33359448

ABSTRACT

The DNA demethylating agent 5-aza-2'-deoxycytidine (DAC, decitabine) has anti-cancer therapeutic potential, but its clinical efficacy is hindered by DNA damage-related side effects and its use in solid tumours is debated. Here we describe how paracetamol augments the effects of DAC on cancer cell proliferation and differentiation, without enhancing DNA damage. Firstly, DAC specifically upregulates cyclooxygenase-2-prostaglandin E2 pathway, inadvertently providing cancer cells with survival potential, while the addition of paracetamol offsets this effect. Secondly, in the presence of paracetamol, DAC treatment leads to glutathione depletion and finally to accumulation of ROS and/or mitochondrial superoxide, both of which have the potential to restrict tumour growth. The benefits of combined treatment are demonstrated here in head and neck squamous cell carcinoma (HNSCC) and acute myeloid leukaemia cell lines, further corroborated in a HNSCC xenograft mouse model and through mining of publicly available DAC and paracetamol responses. The sensitizing effect of paracetamol supplementation is specific to DAC but not its analogue 5-azacitidine. In summary, the addition of paracetamol could allow for DAC dose reduction, widening its clinical usability and providing a strong rationale for consideration in cancer therapy.


Subject(s)
Acetaminophen/administration & dosage , Antimetabolites, Antineoplastic/administration & dosage , Decitabine/administration & dosage , Head and Neck Neoplasms/drug therapy , Leukemia, Myeloid/drug therapy , Oxidative Stress/drug effects , Squamous Cell Carcinoma of Head and Neck/drug therapy , Acetaminophen/pharmacology , Animals , Antimetabolites, Antineoplastic/pharmacology , Cell Differentiation/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Decitabine/pharmacology , Drug Synergism , HL-60 Cells , Head and Neck Neoplasms/metabolism , Humans , Leukemia, Myeloid/metabolism , Male , Mice , Reactive Oxygen Species/metabolism , Squamous Cell Carcinoma of Head and Neck/metabolism , Superoxides/metabolism , Xenograft Model Antitumor Assays
6.
PLoS One ; 13(12): e0207873, 2018.
Article in English | MEDLINE | ID: mdl-30507955

ABSTRACT

Human bone marrow-derived mesenchymal stem cells (hBMSCs) are important for tissue regeneration but their epigenetic regulation is not well understood. Here we investigate the ability of a non-nucleoside DNA methylation inhibitor, RG108 to induce epigenetic changes at both global and gene-specific levels in order to enhance mesenchymal cell markers, in hBMSCs. hBMSCs were treated with complete culture medium, 50 µM RG108 and DMSO for three days and subjected to viability and apoptosis assays, global and gene-specific methylation/hydroxymethylation, transcript levels' analysis of epigenetic machinery enzymes and multipotency markers, protein activities of DNMTs and TETs, immunofluorescence staining and western blot analysis for NANOG and OCT4 and flow cytometry for CD105. The RG108, when used at 50 µM, did not affect the viability, apoptosis and proliferation rates of hBMSCs or hydroxymethylation global levels while leading to 75% decrease in DNMTs activity and 42% loss of global DNA methylation levels. In addition, DNMT1 was significantly downregulated while TET1 was upregulated, potentially contributing to the substantial loss of methylation observed. Most importantly, the mesenchymal cell markers CD105, NANOG and OCT4 were upregulated being NANOG and OCT4 epigenetically modulated by RG108, at their gene promoters. We propose that RG108 could be used for epigenetic modulation, promoting epigenetic activation of NANOG and OCT4, without affecting the viability of hBMSCs. DMSO can be considered a modulator of epigenetic machinery enzymes, although with milder effect compared to RG108.


Subject(s)
DNA Methylation/drug effects , Mesenchymal Stem Cells/drug effects , Mesenchymal Stem Cells/metabolism , Nanog Homeobox Protein/genetics , Nanog Homeobox Protein/metabolism , Octamer Transcription Factor-3/genetics , Octamer Transcription Factor-3/metabolism , Phthalimides/pharmacology , Tryptophan/analogs & derivatives , Apoptosis/drug effects , Biomarkers/metabolism , Cell Survival/drug effects , Cells, Cultured , DNA (Cytosine-5-)-Methyltransferase 1/genetics , Endoglin/metabolism , Epigenesis, Genetic/drug effects , Humans , Mixed Function Oxygenases/genetics , Promoter Regions, Genetic/drug effects , Proto-Oncogene Proteins/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Tryptophan/pharmacology
8.
Sci Rep ; 7: 42074, 2017 02 09.
Article in English | MEDLINE | ID: mdl-28181547

ABSTRACT

Medullary thyroid cancer (MTC) can be caused by germline mutations of the RET proto-oncogene or occurs as a sporadic form. It is well known that RET mutations affecting the cysteine-rich region of the protein (MEN2A-like mutations) are correlated with different phenotypes than those in the kinase domain (MEN2B-like mutations). Our aim was to analyse the whole-gene expression profile of MTC with regard to the type of RET gene mutation and the cancer genetic background (hereditary vs sporadic). We studied 86 MTC samples. We demonstrated that there were no distinct differences in the gene expression profiles of hereditary and sporadic MTCs. This suggests a homogeneous nature of MTC. We also noticed that the site of the RET gene mutation slightly influenced the gene expression profile of MTC. We found a significant association between the localization of RET mutations and the expression of three genes: NNAT (suggested to be a tumour suppressor gene), CDC14B (involved in cell cycle control) and NTRK3 (tyrosine receptor kinase that undergoes rearrangement in papillary thyroid cancer). This study suggests that these genes are significantly deregulated in tumours with MEN2A-like and MEN2B-like mutations; however, further investigations are necessary to demonstrate any clinical impact of these findings.


Subject(s)
Carcinoma, Neuroendocrine/genetics , Discoidin Domain Receptor 2/analysis , Dual-Specificity Phosphatases/analysis , Gene Expression Profiling , Membrane Proteins/analysis , Mutation , Nerve Tissue Proteins/analysis , Proto-Oncogene Proteins c-ret/genetics , Thyroid Neoplasms/genetics , Adult , Aged , Carcinoma, Neuroendocrine/pathology , Discoidin Domain Receptor 2/genetics , Dual-Specificity Phosphatases/genetics , Female , Humans , Male , Membrane Proteins/genetics , Middle Aged , Nerve Tissue Proteins/genetics , Proto-Oncogene Mas , Thyroid Neoplasms/pathology
9.
Folia Histochem Cytobiol ; 52(2): 79-89, 2014.
Article in English | MEDLINE | ID: mdl-25007175

ABSTRACT

Epidermal differentiation complex (EDC) comprises a number of genes associated with human skin diseases including psoriasis, atopic dermatitis and hyperkeratosis. These genes have also been linked to numerous cancers, among them skin, gastric, colorectal, lung, ovarian and renal carcinomas. The involvement of EDC components encoding S100 proteins, small proline-rich proteins (SPRRs) and other genes in the tumorigenesis of head and neck squamous cell cancer (HNSCC) has been previously suggested. The aim of the study was to systematically analyze the expression of EDC components on the transcript level in HNSCC. Tissue specimens from 93 patients with HNC of oral cavity and 87 samples from adjacent or distant grossly normal oral mucosawere analyzed. 48 samples (24 tumor and 24 corresponding surrounding tissue) were hybridized to Affymetrix GeneChip Human 1.0 ST Arrays. For validation by quantitative real-time PCR (QPCR) the total RNA from all180 samples collected in the study was analyzed with Real-Time PCR system and fluorescent amplicon specific-probes. Additional set of samples from 14 patients with laryngeal carcinoma previously obtained by HG-U133 Plus 2.0 microarray was also included in the analyses. The expression of analyzed EDC genes was heterogeneous. Two transcripts (S100A1 and S100A4) were significantly down-regulated in oral cancer when compared to normal mucosa (0.69 and 0.36-fold change, respectively), showing an opposite pattern of expression to the remaining S100 genes. Significant up-regulation in tumors was found for S100A11, S100A7, LCE3D, S100A3 and S100A2 genes. The increased expression of S100A7 was subsequently validated by QPCR, confirming significant differences. The remaining EDC genes, including all encoding SPRR molecules, did not show any differences between oral cancer and normal mucosa. The observed differences were also assessed in the independent set of laryngeal cancer samples, confirming the role of S100A3 and LCE3D transcripts in HNC. In HNC of oral cavity only one family of EDC genes (S100 proteins) showed significant cancer-related differences. A number of other transcripts which showed altered expression in HNC require further validation.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Squamous Cell/diagnosis , Cornified Envelope Proline-Rich Proteins/genetics , Head and Neck Neoplasms/diagnosis , Mouth Mucosa/metabolism , Biomarkers, Tumor/metabolism , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/metabolism , Case-Control Studies , Chromosomes, Human, Pair 1/genetics , Cornified Envelope Proline-Rich Proteins/metabolism , Female , Gene Expression Regulation, Neoplastic , Genetic Loci , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/metabolism , Humans , Male , Middle Aged , RNA, Messenger/genetics , RNA, Messenger/metabolism , S100 Proteins/genetics , S100 Proteins/metabolism
10.
Nat Struct Mol Biol ; 21(1): 73-81, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24317492

ABSTRACT

ATP-dependent chromatin remodeling is an essential process required for the dynamic organization of chromatin structure. Here we describe the genome-wide location and activity of three remodeler proteins with diverse physiological functions in the mouse genome: Brg1, Chd4 and Snf2h. The localization patterns of all three proteins substantially overlap with one another and with regions of accessible chromatin. Furthermore, using inducible mutant variants, we demonstrate that the catalytic activity of these proteins contributes to the remodeling of chromatin genome wide and that each of these remodelers can independently regulate chromatin reorganization at distinct sites. Many regions require the activity of more than one remodeler to regulate accessibility. These findings provide a dynamic view of chromatin organization and highlight the differential contributions of remodelers to chromatin maintenance in higher eukaryotes.


Subject(s)
Chromatin Assembly and Disassembly , Genome , Animals , Binding Sites , Mice
11.
J Bone Miner Res ; 27(5): 1132-41, 2012 May.
Article in English | MEDLINE | ID: mdl-22247037

ABSTRACT

Fibroblast growth factor-23 (FGF23) is a phosphate- and vitamin D-regulating hormone derived from osteoblasts/osteocytes that circulates in both active (intact, iFGF23) and inactive (C-terminal, cFGF23) forms. O-glycosylation by O-glycosyl transferase N-acetylgalactosaminyltransferase 3 (ppGalNAcT3) and differential cleavage by furin have been shown to be involved in regulating the ratio of active to inactive FGF23. Elevated iFGF23 levels are observed in a number of hypophosphatemic disorders, such as X-linked, autosomal recessive, and autosomal dominant hypophosphatemic rickets, whereas low iFGF23 levels are found in the hyperphosphatemic disorder familial tumoral calcinosis/hyperphosphatemic hyperostosis syndrome. Fibrous dysplasia of bone (FD) is associated with increased total FGF23 levels (cFGF23 + iFGF23); however, classic hypophosphatemic rickets is uncommon. Our results suggest that it can be explained by increased FGF23 cleavage leading to an increase in inactive cFGF23 relative to active iFGF23. Given the fact that FD is caused by activating mutations in the small G-protein G(s) α that results in increased cyclic adenosine monophosphate (cAMP) levels, we postulated that there may be altered FGF23 cleavage in FD and that the mechanism may involve alterations in cAMP levels and ppGalNacT3 and furin activities. Analysis of blood specimens from patients with FD confirmed that the elevated total FGF23 levels are the result of proportionally increased cFGF23 levels, consistent with less glycosylation and enhanced cleavage by furin. Analysis of primary cell lines of normal and mutation-harboring bone marrow stromal cells (BMSCs) from patients with FD demonstrated that BMSCs harboring the causative G(s) α mutation had higher cAMP levels, lower ppGalNAcT3, and higher furin activity. These data support the model wherein glycosylation by ppGalNAcT3 inhibits FGF23 cleavage by furin and suggest that FGF23 processing is a regulated process that controls overall FGF23 activity in FD patients.


Subject(s)
Fibroblast Growth Factors/metabolism , Fibrous Dysplasia of Bone/pathology , Bone Marrow Cells/metabolism , Cell Line , Cyclic AMP/analysis , Cyclic AMP/blood , Fibroblast Growth Factor-23 , Fibroblast Growth Factors/analysis , Fibroblast Growth Factors/blood , Furin/metabolism , Gene Expression Regulation , Humans , N-Acetylgalactosaminyltransferases/metabolism , Polypeptide N-acetylgalactosaminyltransferase
12.
EMBO J ; 30(15): 3028-39, 2011 Jun 24.
Article in English | MEDLINE | ID: mdl-21701563

ABSTRACT

Cell-selective glucocorticoid receptor (GR) binding to distal regulatory elements is associated with cell type-specific regions of locally accessible chromatin. These regions can either pre-exist in chromatin (pre-programmed) or be induced by the receptor (de novo). Mechanisms that create and maintain these sites are not well understood. We observe a global enrichment of CpG density for pre-programmed elements, and implicate their demethylated state in the maintenance of open chromatin in a tissue-specific manner. In contrast, sites that are actively opened by GR (de novo) are characterized by low CpG density, and form a unique class of enhancers devoid of suppressive effect of agglomerated methyl-cytosines. Furthermore, treatment with glucocorticoids induces rapid changes in methylation levels at selected CpGs within de novo sites. Finally, we identify GR-binding elements with CpGs at critical positions, and show that methylation can affect GR-DNA interactions in vitro. The findings present a unique link between tissue-specific chromatin accessibility, DNA methylation and transcription factor binding and show that DNA methylation can be an integral component of gene regulation by nuclear receptors.


Subject(s)
DNA Methylation , DNA/metabolism , Enhancer Elements, Genetic , Receptors, Glucocorticoid/metabolism , Animals , Cell Line , Chromatin/metabolism , Mice , Protein Binding
13.
FEBS J ; 278(13): 2211-30, 2011 Jul.
Article in English | MEDLINE | ID: mdl-21501385

ABSTRACT

Steroid hormone receptors regulate gene transcription in a highly tissue-specific manner. The local chromatin structure underlying promoters and hormone response elements is a major component involved in controlling these highly restricted expression patterns. Chromatin remodeling complexes, as well as histone and DNA modifying enzymes, are directed to gene-specific regions and create permissive or repressive chromatin environments. These structures further enable proper communication between transcription factors, co-regulators and basic transcription machinery. The regulatory elements active at target genes can be either constitutively accessible to receptors or subject to rapid receptor-dependent modification. The chromatin states responsible for these processes are in turn determined during development and differentiation. Thus access of regulatory factors to elements in chromatin provides a major level of cell selective regulation.


Subject(s)
Chromatin/physiology , Chromatin/ultrastructure , Gene Expression Regulation , Receptors, Cytoplasmic and Nuclear/physiology , Animals , Humans
14.
EMBO Rep ; 11(8): 569-71, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20634803

ABSTRACT

The nuclear receptor joint Keystone meetings, formerly organized as 'Steroid Sisters' and 'Orphan Brothers', met this year under the banners, 'Signalling, Gene Regulation and Cancer' and 'Development, Physiology and Disease'. The change reflected both the excellent progress that has been made, as well as new directions that are now central to the field. The meeting covered all aspects of regulation by nuclear receptors and provided a good orientation for investigators new to the area, as well as a timely update for those with long tenure in the field.


Subject(s)
Congresses as Topic , Gene Expression Regulation , Neoplasms , Receptors, Cytoplasmic and Nuclear , Signal Transduction/physiology , Animals , Biomarkers , Cell Line , Humans , Protein Processing, Post-Translational , Receptors, Cytoplasmic and Nuclear/genetics , Receptors, Cytoplasmic and Nuclear/metabolism
15.
Nat Cell Biol ; 11(9): 1093-102, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19684579

ABSTRACT

Studies on glucocorticoid receptor (GR) action typically assess gene responses by long-term stimulation with synthetic hormones. As corticosteroids are released from adrenal glands in a circadian and high-frequency (ultradian) mode, such treatments may not provide an accurate assessment of physiological hormone action. Here we demonstrate that ultradian hormone stimulation induces cyclic GR-mediated transcriptional regulation, or gene pulsing, both in cultured cells and in animal models. Equilibrium receptor-occupancy of regulatory elements precisely tracks the ligand pulses. Nascent RNA transcripts from GR-regulated genes are released in distinct quanta, demonstrating a profound difference between the transcriptional programs induced by ultradian and constant stimulation. Gene pulsing is driven by rapid GR exchange with response elements and by GR recycling through the chaperone machinery, which promotes GR activation and reactivation in response to the ultradian hormone release, thus coupling promoter activity to the naturally occurring fluctuations in hormone levels. The GR signalling pathway has been optimized for a prompt and timely response to fluctuations in hormone levels, indicating that biologically accurate regulation of gene targets by GR requires an ultradian mode of hormone stimulation.


Subject(s)
Adrenal Cortex Hormones/pharmacology , Circadian Rhythm/drug effects , Receptors, Glucocorticoid/metabolism , Transcription, Genetic/drug effects , Adrenal Cortex Hormones/blood , Adrenalectomy , Animals , Cell Line , Gene Expression Regulation/drug effects , Green Fluorescent Proteins/metabolism , Humans , Mice , Models, Biological , Molecular Chaperones/metabolism , Protein Transport/drug effects , RNA Polymerase II/metabolism , Rats , Rats, Sprague-Dawley , Response Elements/genetics , Time Factors
16.
Endocr Relat Cancer ; 14(3): 809-26, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17914110

ABSTRACT

Selection of novel molecular markers is an important goal of cancer genomics studies. The aim of our analysis was to apply the multivariate bioinformatical tools to rank the genes - potential markers of papillary thyroid cancer (PTC) according to their diagnostic usefulness. We also assessed the accuracy of benign/malignant classification, based on gene expression profiling, for PTC. We analyzed a 180-array dataset (90 HG-U95A and 90 HG-U133A oligonucleotide arrays), which included a collection of 57 PTCs, 61 benign thyroid tumors, and 62 apparently normal tissues. Gene selection was carried out by the support vector machines method with bootstrapping, which allowed us 1) ranking the genes that were most important for classification quality and appeared most frequently in the classifiers (bootstrap-based feature ranking, BBFR); 2) ranking the samples, and thus detecting cases that were most difficult to classify (bootstrap-based outlier detection). The accuracy of PTC diagnosis was 98.5% for a 20-gene classifier, its 95% confidence interval (CI) was 95.9-100%, with the lower limit of CI exceeding 95% already for five genes. Only 5 of 180 samples (2.8%) were misclassified in more than 10% of bootstrap iterations. We specified 43 genes which are most suitable as molecular markers of PTC, among them some well-known PTC markers (MET, fibronectin 1, dipeptidylpeptidase 4, or adenosine A1 receptor) and potential new ones (UDP-galactose-4-epimerase, cadherin 16, gap junction protein 3, sushi, nidogen, and EGF-like domains 1, inhibitor of DNA binding 3, RUNX1, leiomodin 1, F-box protein 9, and tripartite motif-containing 58). The highest ranking gene, metallophosphoesterase domain-containing protein 2, achieved 96.7% of the maximum BBFR score.


Subject(s)
Carcinoma, Papillary/diagnosis , Carcinoma, Papillary/genetics , Electronic Data Processing/instrumentation , Molecular Diagnostic Techniques/methods , Thyroid Neoplasms/diagnosis , Thyroid Neoplasms/genetics , Adolescent , Adult , Aged , Carcinoma, Papillary/classification , Child , Diagnosis, Differential , Electronic Data Processing/methods , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Genes, Neoplasm , Humans , Male , Middle Aged , Oligonucleotide Array Sequence Analysis , Sensitivity and Specificity , Thyroid Neoplasms/classification
17.
Math Biosci ; 209(2): 528-46, 2007 Oct.
Article in English | MEDLINE | ID: mdl-17467015

ABSTRACT

The paper is devoted to two questions: whether distinction of causes versus effects of neoplasia leaves a signature in the cancer versus normal gene expression profiles and whether roles of genes, "causes" or "effects", can be inferred from repeated measurements of gene expressions. We model joint probability distributions of logarithms of gene expressions with the use of Bayesian networks (BN). Fitting our models to real data confirms that our BN models have the ability to explain some aspects of observational evidence from DNA microarray experiments. Effects of neoplastic transformation are well seen among genes with the highest power to differentiate between normal and cancer cells. Likelihoods of BNs depend on the biological role of selected genes, defined by Gene Ontology. Also predictions of our BN models are coherent with the set of putative causes and effects constructed based on our data set of papillary thyroid cancer.


Subject(s)
Bayes Theorem , Gene Expression Profiling/statistics & numerical data , Neoplasms/genetics , Carcinoma, Papillary/genetics , Cell Transformation, Neoplastic/genetics , Humans , Likelihood Functions , Mathematics , Models, Genetic , Oligonucleotide Array Sequence Analysis/statistics & numerical data , Thyroid Neoplasms/genetics
18.
Endocrinology ; 148(3): 1266-77, 2007 Mar.
Article in English | MEDLINE | ID: mdl-17158205

ABSTRACT

Levels of 2-methoxyestradiol (2ME(2)), an endogenous metabolite of estradiol, are highly elevated during late stages of pregnancy when mammary glands have differentiated with the formation of alveolar structures producing milk proteins. Based upon our previous demonstration that 2ME(2) induces mammary ductal dilation associated with expression of mammary differentiation markers when administered to transgenic mice that spontaneously develop mammary cancer, we studied the effects of 2ME(2) on normal mammary gland development. The results of this study demonstrate that 2ME(2) can induce a partial differentiation of normal mammary glands in virgin mice, as evidenced by the appearance of limited numbers of alveolar cells and significantly increased expression of the differentiation markers beta-casein and whey acidic protein. 2ME(2)-induced differentiation is associated with inhibition of expression of inhibitor of differentiation 1 (Id-1) in normal mammary epithelial cells through elements in the 5'-flanking region of the Id-1 gene. Microarray analysis revealed that 2ME(2)-induced differentiation of the mammary gland shares some significant similarities in gene expression with that of mammary glands from late-stage pregnancy, including elevated expression of many milk protein differentiation markers. However, several genes are differentially regulated between 2ME(2)-treated mammary glands and differentiated mammary glands through pregnancy. Significantly, amphiregulin, ATF3, serpine2, and SOX6 were up-regulated in 2ME(2)-treated mammary glands but not in mammary glands from pregnant mice. Using the SCp2 differentiation cell line system, we demonstrate that 2ME(2) induces differentiation through the down-regulation of Id-1 and up-regulation of amphiregulin. Administration of amphiregulin to SCp2 cells induced differentiation, whereas inhibition of 2ME(2)-induced expression of amphiregulin by small interfering RNA blocked differentiation. Estrogen receptor-negative SCp2 cells differentiate in response to 2ME(2), but not estradiol, suggesting that 2ME(2) operates through an estrogen receptor-independent mechanism. These data demonstrate that 2ME(2) can induce a partial differentiation of the mammary gland through mechanisms that differ from those normally used during pregnancy.


Subject(s)
Cell Differentiation/drug effects , ErbB Receptors/physiology , Estradiol/analogs & derivatives , Glycoproteins/physiology , Intercellular Signaling Peptides and Proteins/physiology , Mammary Glands, Animal/drug effects , 2-Methoxyestradiol , Amphiregulin , Animals , Cells, Cultured , EGF Family of Proteins , Estradiol/pharmacology , Female , Gene Expression Profiling , Inhibitor of Differentiation Protein 1/metabolism , Mammary Glands, Animal/cytology , Mice , Mice, Inbred Strains , Milk Proteins/metabolism , Pregnancy , Signal Transduction
19.
Endokrynol Pol ; 57 Suppl A: 26-31, 2006.
Article in Polish | MEDLINE | ID: mdl-17091453

ABSTRACT

INTRODUCTION: The studies of papillary thyroid cancer (PTC) gene expression profile have shown changes in expression of genes involved in transport of several ions. The aim of our study was a real-time PCR evaluation of three of them: KCNJ2, SLC4A4 and SLC34A2. MATERIAL AND METHODS: The analysis was carried out in PTC tumors and normal thyroid samples gained from 38 patients. Real-time quantitative PCR (Q-PCR) was performed (Taqman) with beta-glucuronidase (GUS) as the reference gene. RESULTS: We observed 20 x increase of SLC34A2 expression in PTC. This gene encodes Na+/PO(4) (3-) cotransporter. Considerable increase of gene expression has been shown also for KCNJ2, encoding a potassium ion channel. SLC4A4, which encodes the Na+/HCO(3) (2-) cotransporter, exhibited a 7-fold decrease in PTC. CONCLUSIONS: The performed study revealed that SLC34A2 gene exhibited the most distinct change in expression and may become a molecular marker of papillary thyroid cancer.


Subject(s)
Biomarkers, Tumor/genetics , Gene Expression Regulation, Neoplastic , Sodium-Phosphate Cotransporter Proteins, Type IIb/genetics , Thyroid Neoplasms/genetics , Adolescent , Adult , Aged , Carcinoma , Carcinoma, Papillary , Case-Control Studies , Child , Child, Preschool , Female , Humans , Male , Middle Aged , Real-Time Polymerase Chain Reaction , Thyroid Cancer, Papillary
20.
Endokrynol Pol ; 57 Suppl A: 18-25, 2006.
Article in Polish | MEDLINE | ID: mdl-17091452

ABSTRACT

INTRODUCTION: Metastasis and invasiveness of thyroid carcinoma might be correlated with over-expression of genes which encode proteins responsible for cellular adhesion. The aim of our study was to compare by means of real-time Q-PCR expression levels of chosen genes in papillary thyroid carcinoma (PTC) with respect to normal thyroid tissues. MATERIAL AND METHODS: Total RNA was isolated from 38 paired normal and PTC samples. 0.5 mug of RNA was used in the reverse transcription reaction. cDNA was further used in Q-PCR reaction. As endogenous control we used GUS gene, as its expression was stable in all analysed samples. RESULTS: The analyzed genes were found by microarray studies as characteristic in differentiated papillary carcinoma and normal tissue. The levels of gene expression, estimated by quantitative analysis of particular transcripts were increased in papillary thyroid carcinoma with the following average values: 0.76 for MMP11; 1.08 for CLDN1; 3.98 for LRP4; 4.57 for FLRT3; 26.6 for MRC2; 2.76 for NRCAM; and 1.35 for EVA1 (arbitrary units), whereas in normal thyroid tissues treated as control the respective values were: 0.09; 0.145; 0.7; 0.74; 7.9; 0.85 and 0.396 units. To confirm the overexpression of mentioned genes the conservative Kolmogorov- Smirnov test was used. Differences in expression between normal thyroid tissue and PTC were statistically significant. CONCLUSIONS: Among the analyzed genes two show the largest difference in expression between papillary thyroid cancer and normal tissue: MMP11 (metalloproteinase 11) and CLDN1 (claudin 1). The MMP11 gene can be characteristic for various malignant thyroid carcinomas, because its increased levels are present also in medullary thyroid carcinomas. It appears that claudin 1 may be used as a marker of PTC, however a verification on independent collection of tumors of this result is required.


Subject(s)
Biomarkers, Tumor , Gene Expression Regulation, Neoplastic , Matrix Metalloproteinase 11/genetics , Membrane Proteins/genetics , Thyroid Neoplasms/genetics , Adolescent , Adult , Aged , Carcinoma , Carcinoma, Papillary , Case-Control Studies , Child , Child, Preschool , Claudin-1 , Female , Humans , Male , Middle Aged , Thyroid Cancer, Papillary
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