Unknown,Transcriptomics,Genomics,Proteomics

Dataset Information

Understanding Vitamin D resistance using array comparative genomic hybridization

ABSTRACT: Vitamin D is the strongest known natural anti-proliferative. A large number of studies in a wide spectrum of cancers, including epidemiological, in vitro and animal models, demonstrate that the active form of Vitamin D has anti-cancer benefits, affecting both progression and metastasis. Alike the role in calcium Vitamin D regulation, its anti-proliferative effect is thought to function through the Vitamin D receptor (VDR), although convincing evidence is lacking. Notwithstanding, separation of the calcemic and the anti-proliferative activity of Vitamin D analogues has been a major obstacle in developing new drugs for the treatment of cancer. The work presented attempts to unveil the molecular mechanism behind the anti-proliferative action of Vitamin D using genomic tools. For that purpose four independently developed Vitamin D sensitive/resistant MCF7 cell line pairs were collected. These unique biological replicates enabled us, both to increase the power of our study and to omit the use of Vitamin D. We deem this omission crucial since in the presence of Vitamin D only downstream genes involved in proliferation and cell cycle would be identified rather than causal resistance genes. The use of a variety of genomic techniques including expression, NMD and oligo CGH arrays reveal in the resistant cell lines the 11q13-14 as a region of DNA copy number loss and an altered expression of EGFR signaling pathway genes. Surprisingly, no genes known from calcium Vitamin D regulation were identified, nor did the VDR silencing by RNAi induce resistance to the sensitive cell lines. Keywords: comparative genomic hybridization, cell type comparision Several MCF7 breast tumor cell lines independently derived from the human breast cancer cell line, both resistant and sensitive to Vitamin D, were used. The pairs of cell lines (parental-resistant) were developed in different laboratories and using different methodologies; while some cell lines acquired resistance by long exposure to the physiological concentration of Vitamin D (100nM), others were induced to resistant by being exposed to increasing amounts of Vitamin D. A total of 4 microarray expression experiments were carried out. In all microarray experiments DNA from the Vitamin D resistant cell line was hybrizided agains DNA from the respsective sensitive/parental cell line.

ORGANISM(S): Homo sapiens

SUBMITTER: Oscar Krijgsman

PROVIDER: E-GEOD-9887 | biostudies-arrayexpress |

REPOSITORIES: biostudies-arrayexpress

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Publications

Anti-proliferative action of vitamin D in MCF7 is still active after siRNA-VDR knock-down.

Costa José L JL Eijk Paul P PP van de Wiel Mark A MA ten Berge Derk D Schmitt Fernando F Schmitt Fernando F Narvaez Carmen J CJ Welsh JoEllen J Ylstra Bauke B

BMC genomics 20091028

<h4>Background</h4>The active form of Vitamin D, 1,25-dihydroxyvitamin D3 (1,25D), has strong anti-proliferative effects, yet the molecular mechanisms underneath this effect remain unclear. In contrast, the molecular mechanism of 1,25D for the regulation of calcium homeostasis has principally been resolved, demonstrating a pivotal role for the vitamin D receptor (VDR).<h4>Results</h4>We first addressed the question whether the anti-proliferative effects of 1,25D are influenced by VDR. Knockdown ...[more]

PMID: 19863778

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Project description:Background: The molecular pathogenesis of small intestinal adenocarcinomas (SBA) is not well understood. Defining its molecular pathogenesis may lead us to better clinical interventions. Aim: to identify the molecular changes characteristic of SBA. Methods: Forty-eight SBA (thirty-three non coeliac disease (CD)-related and 15 CD-related) were characterized for chromosomal aberrations, by high resolution array comparative hybridization (aCGH), microsatellite status (MSI) and APC promoter methylation and mutation status. Furthermore, molecular alterations found in CD-related SBA were compared to non-CD related SBA. Results: Chromosomal changes were observed in 77% of the SBA. The most frequently (>10%) DNA copy number changes found were gains on 5p15.33-5p12, 7p22.3-7q11.21, 7q21.2-7q21.3, 7q22.1-7q34, 7q36.1, 7q36.3, 8q11.21-8q24.3, 9q34.11-9q34.3, 13q11-13q34, 16p13.3, 16p11.2, 19q13.2 and 20p13-20q13.33 and losses of 4p13-4q35.2, 5q15-5q21.1 and 21p11.2-21q22.11. Seven highly amplified regions on 6p21.1, 7q21.1, 8p23.1, 11p13, 16p11.2, 17q12-q21.1 and 19q13.2 were also identified. CD-related and non CD-related SBA displayed similar chromosomal aberrations. Promoter hypermethylation of the APC gene was found in 48% non CD-related and 73% CD-related SBA. No nonsense mutations were found. Last, 10% of the non CD-related SBA were MSI, whereas 43% of the CD-related SBA were MSI. Conclusions: Our study characterized specific chromosomal aberrations and amplifications involved in SBA pathogenesis. At the chromosomal level, CD-related and non CD-related SBA do not differ. The involvement of the MMR system in the pathogenesis of the CD-related SBA was larger than what has been observed in no CD-related SBA. No nonsense mutations were found in SBA, but frequent promoter methylation in CD-related SBA. Forty-eight SBA (thirty-three non coeliac disease (CD)-related and 15 CD-related) were characterized for chromosomal aberrations against a Human pool, by high resolution array comparative hybridization (aCGH),

Project description:Vitamin D is the strongest known natural anti-proliferative. A large number of studies in a wide spectrum of cancers, including epidemiological, in vitro and animal models, demonstrate that the active form of Vitamin D has anti-cancer benefits, affecting both progression and metastasis. Alike the role in calcium Vitamin D regulation, its anti-proliferative effect is thought to function through the Vitamin D receptor (VDR), although convincing evidence is lacking. Notwithstanding, separation of the calcemic and the anti-proliferative activity of Vitamin D analogues has been a major obstacle in developing new drugs for the treatment of cancer. The work presented attempts to unveil the molecular mechanism behind the anti-proliferative action of Vitamin D using genomic tools. For that purpose four independently developed Vitamin D sensitive/resistant MCF7 cell line pairs were collected. These unique biological replicates enabled us, both to increase the power of our study and to omit the use of Vitamin D. We deem this omission crucial since in the presence of Vitamin D only downstream genes involved in proliferation and cell cycle would be identified rather than causal resistance genes. The use of a variety of genomic techniques including expression, NMD and oligo CGH arrays reveal in the resistant cell lines the 11q13-14 as a region of DNA copy number loss and an altered expression of EGFR signaling pathway genes. Surprisingly, no genes known from calcium Vitamin D regulation were identified, nor did the VDR silencing by RNAi induce resistance to the sensitive cell lines. Keywords: Expression microarray, cell type comparision Several MCF7 breast tumor cell lines independently derived from the human breast cancer cell line, both resistant and sensitive to Vitamin D, were used. The pairs of cell lines (parental-resistant) were developed in different laboratories and using different methodologies; while some cell lines acquired resistance by long exposure to the physiological concentration of Vitamin D (100nM), others were induced to resistant by being exposed to increasing amounts of Vitamin D. A total of 14 microarray expression experiments were carried out, including four biological replicates and 10 technical replicates including dye swaps. In all microarray experiments RNA from the Vitamin D resistant cell line was hybrizided agains RNA from the respsective sensitive/parental cell line.

Project description:Vitamin D is the strongest known natural anti-proliferative. A large number of studies in a wide spectrum of cancers, including epidemiological, in vitro and animal models, demonstrate that the active form of Vitamin D has anti-cancer benefits, affecting both progression and metastasis. Alike the role in calcium Vitamin D regulation, its anti-proliferative effect is thought to function through the Vitamin D receptor (VDR), although convincing evidence is lacking. Notwithstanding, separation of the calcemic and the anti-proliferative activity of Vitamin D analogues has been a major obstacle in developing new drugs for the treatment of cancer. The work presented attempts to unveil the molecular mechanism behind the anti-proliferative action of Vitamin D using genomic tools. For that purpose four independently developed Vitamin D sensitive/resistant MCF7 cell line pairs were collected. These unique biological replicates enabled us, both to increase the power of our study and to omit the use of Vitamin D. We deem this omission crucial since in the presence of Vitamin D only downstream genes involved in proliferation and cell cycle would be identified rather than causal resistance genes. The use of a variety of genomic techniques including expression, NMD and oligo CGH arrays reveal in the resistant cell lines the 11q13-14 as a region of DNA copy number loss and an altered expression of EGFR signaling pathway genes. Surprisingly, no genes known from calcium Vitamin D regulation were identified, nor did the VDR silencing by RNAi induce resistance to the sensitive cell lines. Keywords: Expression microarray, NMD array, cell type comparision Several MCF7 breast tumor cell lines independently derived from the human breast cancer cell line, both resistant and sensitive to Vitamin D, were used. The pairs of cell lines (parental-resistant) were developed in different laboratories and using different methodologies; while some cell lines acquired resistance by long exposure to the physiological concentration of Vitamin D (100nM), others were induced to resistant by being exposed to increasing amounts of Vitamin D. A total of 4 microarray expression experiments were carried out. In all microarray experiments RNA from the Vitamin D resistant cell line treated with Emetine was hybrizided agains RNA from the respsective sensitive/parental cell line treated with emetine.

Project description:Therapeutic screening of potential anticancer agents relies on representative cancer models. In vitro cell culture models have been long questioned to be representative for human malignant glioma. Therefore, in the present study genomic profiles of both short-term (2 weeks; n=8) and long-term (6 and 12 weeks; n=3) primary cell cultures and spheroid cultures were compared with their parental malignant gliomas. Cancer genomic profiles were obtained by 6400 BAC array comparative genomic hybridization. In 7 out of 8 short-term primary cell cultures, the genomic profiles clustered further from their parental tumors than the spheroid cultures. In 4 out of 8 samples, the changes were substantial and included chromosomal regions associated with prognosis and therapeutic response. The average correlation coefficients between parental tumor profiles and spheroid profiles was 0.89 (range: 0.79 to 0.97), whereas those between parental tumors and cell cultures was 0.62 (range: 0.10 to 0.96). In 2 out of 3 primary cell cultures progressive genetic changes appeared at 6 and 12 weeks after initial preservation, whereas the spheroid cultures were genetically stable throughout. It is concluded that the cancer genomic profile of primary cell cultures from malignant glioma is inconsistent with the parental tumorâs profile already after 2 weeks with subsequent progressive genetic changes. Because malignant glioma spheroids are genetically stable, biological characteristics of the parental tumor are better reflected. This indicates that the spheroid model is better for therapeutic screening. Keywords: comparative genomic hybridization Two in vitro culture models (primary cell culture and organotypic spheroid culture) and their parental tumor were compared in whole-genome DNA copy number profile. Malignant glioma surgical specimens from 8 patients were divided in parental tumor (T), primary cell culture (C) and organotypic spheroid culture (S). After 2 weeks, genomic DNA was extracted from culture harvests. For 3 of 8 surgical specimens (patient 55, 58, 60) cultures were extended to 6 and 12 weeks to determine DNA copy number changes in time. Primary cell culture harvests at 2, 6 and 12 weeks were named C1, C2, C3 and organotypic spheroid cultures harvests at 2, 6 and 12 weeks were named S1, S2, S3.

Project description:We superimposed array comparative genomic hybridization (aCGH) data onto existing expression array profiles (GSE3892) to sift out the pivotal genes underlying the pathogenesis of a well defined series of diffuse large B-cell lymphomas (DLBCL). 280 gained and over-expressed genes were identified, located on chromosomes 1q, 3q, 7, 12p12, 18q and 21q. At the most frequently gained region the oncogene MDMX/MDM4 was concurrently over-expressed, which is a critical regulator of p53 function. In regions of frequent chromosomal loss, 36 genes were concurrently down-regulated, restricted to 6q and 15p. These putative tumor suppressor genes included PERP, MAP3K5, CCNDBP1 and Î²2M, and loss of 6q was associated with poor clinical outcome. Genes identified and chromosomal regions validated in an independent series of DLBCL patients. Overall design fields: Copy number profiles (array CGH) of a series of 42 Diffuse large B-cell lymphoma patient samples were analyzed a) for frequency of aberrations and b) for impact on gene expression. No duplicate samples or dye-swaps were analyzed. a) Statistical analysis of Array CGH data Calling: Areas of gains and losses and their frequencies throughout the dataset were determined from the Bluefuse ratios within the statistical package â??CGHcallâ?? (van de Wiel et al., 2007). Briefly, after smoothing outliers and median normalization, â??DNAcopyâ?? segmentation (Olshen et al., 2004) was applied within CGHcall, after which a call was assigned to each position on the genome. Within CGHcall the probabilities of the calls were determined per chromosomal arm, and a cellularity correction of 0.75 was applied to each sample because tumor cellularity in all DLBCL is estimated to be maximal 75%, taking into account all stromal, endothelial en infiltrating lymphocytes. After calling, we applied â??CGHregionsâ?? (van de Wiel and van Wieringen 2007) to determine regions of consecutive clones with highly similar calls for all samples. This dimension reduction further increases robustness and statistical power for downstream statistical analyses. Called data were used for all downstream analyses. b) Integration with expression data To integrate called array CGH data with expression array data, the array CGH and expression integration tool, ACE-it (van Wieringen et al., 2006), was used. For ACE-it analysis chromosomal amplifications were included in the gains. ACE-it uses the one-sided Wilcoxon rank sum to test which chromosomal aberrations recurrently affect RNA expression and adjust p-values for multiple testing. Only those clones were taken into account which had at least 20% (9) of the samples in one of the other calling states (gain or loss). Only genes were considered relevant with a false discovery rate of <0.1. References - Olshen AB, Venkatraman ES, Lucito R, Wigler M (2004) Circular binary segmentation for the analysis of array-based DNA copy number data. Biostatistics 5: 557-72. - van de Wiel MA, Kim KI, Vosse SJ, van Wieringen WN, Wilting SM, Ylstra B (2007) CGHcall: calling aberrations for array CGH tumor profiles. Bioinformatics 23: 892-4. - van de Wiel MA, van Wieringen WN. CGHregions: dimension reduction for array CGH data with minimal information loss. Cancer Informatics. In press 2007. - van Wieringen WN, Belien JA, Vosse SJ, Achame EM, Ylstra B (2006) ACE-it: a tool for genome-wide integration of gene dosage and RNA expression data. Bioinformatics 22: 1919-20.

Dataset Information

Understanding Vitamin D resistance using array comparative genomic hybridization

Publications

Anti-proliferative action of vitamin D in MCF7 is still active after siRNA-VDR knock-down.

Similar Datasets

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