This SuperSeries is composed of the SubSeries listed below.
CALR mutational status identifies different disease subtypes of essential thrombocythemia showing distinct expression profiles.
Sex, Specimen part, Disease
View SamplesPolycythemia vera (PV) and essential thrombocythemia (ET) are Philadelphia-negative myeloproliferative neoplasms (MPNs) characterized by erythrocytosis and thrombocytosis, respectively. Approximately 95% of PV and 5070% of ET patients harbour the V617F mutation in the exon 14 of JAK2 gene, while about 20-30% of ET patients carry CALRins5 or CALRdel52 mutations. These ET CARL-mutated subjects show higher platelet count and lower thrombotic risk compared to JAK2-mutated patients. Here we showed that CALR-mutated and JAK2V617F-positive CD34+ cells have different gene and miRNA expression profiles. Indeed, we highlighted several pathways differentially activated between JAK2V617F- and CALR-mutated progenitors, i.e. mTOR, MAPK/PI3K and MYC pathways. Furthermore, we unveiled that the expression of several genes involved in DNA repair, chromatin remodelling, splicing and chromatid cohesion are decreased in CALR-mutated cells. According to the low risk of thrombosis in CALR-mutated patients, we also found the down-regulation of several genes involved in thrombin signalling and platelet activation. As a whole, these data support the model in which CALR-mutated ET could be considered as a distinct disease entity from JAK2V617F-positive MPNs and may provide the molecular basis supporting the different clinical features of these patients.
CALR mutational status identifies different disease subtypes of essential thrombocythemia showing distinct expression profiles.
Sex, Specimen part, Disease
View SamplesPh-negative myeloproliferative neoplasms (MPNs) are characterized by many somatic mutations which have already been shown useful in the prognostic assessment of MPN patients. Moreover, aberrant microRNA (miRNA) expression seems to add to the molecular complexity of MPNs, as specific miRNA signatures capable of discriminating MPN cells from those of normal donors were previously reported. In order to have a comprehensive picture of miRNA deregulation and its relationship with differential gene expression in primary myelofibrosis (PMF) cells, we obtained gene- (GEP) and miRNA expression profiles (miEP) of CD34+ cells from 31 healthy donors and 42 PMF patients using Affymetrix technology (HG-U219 and miRNA 2.0 arrays). Differentially expressed genes (DEG) and miRNAs (DEM) were sorted out by means of Partek Genomic Suite vs 6.6. Since each miRNA can target many mRNAs while a single mRNA can be targeted by multiple miRNAs, we performed Integrative Analysis (IA) by means of Ingenuity Pathway Analysis (IPA) to untangle this combinatorial complexity. In particular, IPA points out DEM-DEG pairs among experimentally validated interactions from TarBase, miRecords and Ingenuity Expert Findings as well as predicted microRNA-mRNA interactions from TargetScan. IPA microRNA Target Filter was then employed to select only the DEM-DEG pairs showing an anti-correlated expression pattern and to build regulatory networks. Finally, 3'UTR luciferase reporter assays were performed to validate IPA predicted miRNA-mRNA interactions.
miRNA-mRNA integrative analysis in primary myelofibrosis CD34+ cells: role of miR-155/JARID2 axis in abnormal megakaryopoiesis.
Specimen part, Disease
View SamplesJARID2 is a chromatin remodeler, member of the Jumonji family of transcription factor genes that belongs to the polycomb repressive complex 2 (PRC2) (Peng JC et al. Cell 2009) and is frequently deleted in leukemic transformation of chronic myeloid malignancies (Puda A et al. Am J Hematol. 2012). In this work, we compared gene expression profile (GEP) of CD34+ cells from Primary Myelofibrosis (PMF) patients with healthy donors and we found JARID2 among downregulated genes. In addition, integrative analysis of gene and miRNA profiles highlighted JARID2 as a shared target of several miRNAs aberrantly expressed in PMF CD34+ cells. Since the role of JARID2 in normal and malignant hematopoiesis has never been investigated, we performed JARID2 silencing experiments on normal Cord Blood (CB) CD34+ cells to evaluate its involvement in proliferation and commitment. Therefore, CD34+ cells were transfected with a mixture of 3 Silencer Select siRNAs targeting JARID2 mRNA and with a non-targeting siRNA as control (NegCTR). The expression level of JARID2 in control samples and JARID2-siRNA cells was assessed by QRT-PCR at 24h (RQ 0,2 SEM 0,036, p <.001) and 48h (RQ 0,32 SEM 0,026, p<.001) after the last nucleofection.
miRNA-mRNA integrative analysis in primary myelofibrosis CD34+ cells: role of miR-155/JARID2 axis in abnormal megakaryopoiesis.
Specimen part, Treatment
View SamplesHistone deacetylase (HDAC) inhibitors are widely utilized in hematopoietic malignance therapy; nevertheless, little is currently known concerning their effects on normal myelopoiesis. In order to investigate a putative interference of HDAC inhibitors in myeloid commitment of hematopoietic stem/progenitor cells (HSPCs) we treated CD34+ cells with valproic acid (VPA). Moreover, we investigate changes in gene expression induced by VPA treatment on HSPCs, by means of microarray analysis in VPA treated and untreated (CTR) CD34+ cells.
Valproic acid triggers erythro/megakaryocyte lineage decision through induction of GFI1B and MLLT3 expression.
Specimen part, Treatment
View SamplesThis data was used as an example to illustrate a computational method for assessing statistical significance in microarray experiments
Assessing statistical significance in microarray experiments using the distance between microarrays.
No sample metadata fields
View SamplesWe propose a method to compare the location and variability of gene ex-pression between two groups of microarrays using a permutation test based on the pairwise distance between microarrays. The microarrays could be samples from distinct clinical or biological populations or microarrays prepared at two different levels of an experimental factor. For these tests the entire microarray or some pre-specifed subset of genes, not the individual gene, is the unit of analysis. We apply this method to compare results from two dfferent protocols for preparing labeled targets for microarray hybridization and their subsequent gene expression analysis.
Assessing statistical significance in microarray experiments using the distance between microarrays.
No sample metadata fields
View SamplesInduced sputum is used to sample inflammatory cells, predominantly neutrophils and macrophages, from the airways of COPD patients. Our aim was to identify candidate genes associated with the degree of airflow obstruction and the extent of emphysema by expression profiling, and then to confirm these findings for selected candidates using specific PCR and protein analysis.
Induced sputum genes associated with spirometric and radiological disease severity in COPD ex-smokers.
Sex, Age
View SamplesExpression data from Breast cancer subtypes
Chronic oxidative stress promotes H2AX protein degradation and enhances chemosensitivity in breast cancer patients.
Disease, Cell line
View SamplesIn a cohort study of 7 women with primary invasive breast cancer, we obtained a tumor specimen before (biopsy) and after (tumorectomy) 4 cycles of NAC with epirubicine and cyclophosphamide, followed by 4 cycles of taxanes. Total RNA was extracted from tumor specimens and the whole transcriptome was quantified with Affymetrix HuGene1.1ST. Molecular functions changing during chemotherapy were searched.
Chronic oxidative stress promotes H2AX protein degradation and enhances chemosensitivity in breast cancer patients.
Specimen part, Subject, Time
View Samples