Identification of spatially-resolved markers of malignant transformation in Intraductal Papillary Mucinous Neoplasms. [Visium]
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE229877 | GEO | 2024/02/15
REPOSITORIES: GEO
Similar Datasets
Project description:Spatial transcriptomics characterization of IPMN samples by GeoMx
2024-02-15 | GSE229752 | GEO
Project description:This SuperSeries is composed of the SubSeries listed below.
2024-02-15 | GSE229878 | GEO
Project description:Purpose: The diagnosis of high grade intraductal papillary mucinous neoplasm (IPMN) is difficult to distinguish from low grade IPMN. The aim of this study was to identify potential markers for the discrimination of high grade and invasive IPMN from low and moderate grade IPMN. Experimental Design: Laser capture microdissection was used to isolate distinct foci of low grade, moderate grade, high grade, and invasive IPMN from paraffin embedded archival tissue from 14 patients who underwent resection for IPMN. Most samples included multiple grades in the same specimen. Affymetrix Human Exon microarrays were used for gene expression analysis to compare low and moderate grade (LMD) IPMN to high grade and invasive (HgInv) IPMN. Results: When comparing samples of LMD dysplasia (n=15) to those demonstrating HgInv (n=13), 62 genes were identified as showing significant changes in expression (p≤0.05 and a 2-fold cutoff), with up-regulation of 41 in HgInv IPMN and down-regulation in 21. Changes in gene expression are associated with biological processes related to malignant behavior including cell motion, cell proliferation, response to hypoxia, and epithelial to mesenchymal transition. Hierarchical clustering analysis demonstrated the ability of these 62 differentially expressed genes to distinguish between LMD and HgInv samples. In addition, altered signaling in several TGFβ-related pathways was exhibited in the progression of IPMN to malignancy. Conclusions: This study identifies a set genes associated with the progression of IPMN to malignancy. These genes are potential markers that could be used to identify IPMN requiring surgical resection. Using laser capture microdissection, distinct foci of low (n=10), moderate (n=5), and high grade dysplasia (n=6) as well as invasive carcinoma (n=7) were isolated from paraffin embedded archival tissue of 14 patients who underwent resection for IPMN. Gene expression data from Affymetrix Human Exon 1.0ST microarrays was utilized to compare low and moderate grade IPMN to high and invasive IPMN.
2011-12-01 | E-GEOD-26647 | biostudies-arrayexpress
Project description:To discover a panel of mi(cro)RNAs that accurately differentiate between high-risk IPMN tissue (from pathologically-confirmed invasive or high-grade IPMN cases) and low-risk IPMN tissue (from pathologically-confirmed low-or moderate-grade IPMN cases).
2015-01-29 | GSE63102 | GEO
Project description:Purpose: The diagnosis of high grade intraductal papillary mucinous neoplasm (IPMN) is difficult to distinguish from low grade IPMN. The aim of this study was to identify potential markers for the discrimination of high grade and invasive IPMN from low and moderate grade IPMN. Experimental Design: Laser capture microdissection was used to isolate distinct foci of low grade, moderate grade, high grade, and invasive IPMN from paraffin embedded archival tissue from 14 patients who underwent resection for IPMN. Most samples included multiple grades in the same specimen. Affymetrix Human Exon microarrays were used for gene expression analysis to compare low and moderate grade (LMD) IPMN to high grade and invasive (HgInv) IPMN. Results: When comparing samples of LMD dysplasia (n=15) to those demonstrating HgInv (n=13), 62 genes were identified as showing significant changes in expression (p≤0.05 and a 2-fold cutoff), with up-regulation of 41 in HgInv IPMN and down-regulation in 21. Changes in gene expression are associated with biological processes related to malignant behavior including cell motion, cell proliferation, response to hypoxia, and epithelial to mesenchymal transition. Hierarchical clustering analysis demonstrated the ability of these 62 differentially expressed genes to distinguish between LMD and HgInv samples. In addition, altered signaling in several TGFβ-related pathways was exhibited in the progression of IPMN to malignancy. Conclusions: This study identifies a set genes associated with the progression of IPMN to malignancy. These genes are potential markers that could be used to identify IPMN requiring surgical resection.
2011-12-01 | GSE26647 | GEO
Project description:To discover a panel of mi(cro)RNAs that accurately differentiate between high-risk IPMN tissue (from pathologically-confirmed invasive or high-grade IPMN cases) and low-risk IPMN tissue (from pathologically-confirmed low-or moderate-grade IPMN cases). In a discovery phase, genome-wide miRNA expression profiling was performed on 28 surgically-resected, pathologically-confirmed IPMNs (19 high-risk, 9 low-risk) using Taqman Low Density Arrays. A validation phase was performed in 21 independent IPMNs (13 high-risk, 8 low-risk). We also explored genes regulated by the identified miRNAs by integrating microarray expression data from 23 IPMNs.
2015-01-29 | E-GEOD-63102 | biostudies-arrayexpress
Project description:To exlore whether candidate target genes of certain miRNAs are differentially expressed in high-risk versus low-risk IPMN tissue. Through a pilot project, we identified miRNAs that differentiated between pathologically confirmed high-risk (invasive and high-grade) and low-risk (low- and moderate-grade) IPMN tissue. Using the current dataset, we explored the expression of gene targets that have been shown to be regulated by the identified miRNAs by integrating microarray expresssion data from 23 IPMNs (17 high-risk; 6 low-risk).
2015-01-29 | E-GEOD-63104 | biostudies-arrayexpress
Project description:Intraductal Papillary Mucinous Neoplasms (IPMNs) of the pancreas are cyst-like precursor lesions that give rise to 25% of pancreatic ductal adenocarcinomas (PDAC). While ~90% of cases are diagnosed before cancer forms, metrics and markers by which to determine if an IPMN will progress are currently lacking. Overall, 96% of IPMNs harbor KRAS (~80%) and/or GNAS (~66%) driver mutations and IPMN may be classified as either gastric, intestinal, or pancreatobiliary type. Recently, we identified a shared program of pyloric type metaplasia between pancreatic and gastric injury. Here, we combined immunostaining, RNA-sequencing, molecular biology, and analysis of patient samples to identify major drivers of this program in IPMN. Methods Single cell RNA-sequencing datasets of human IPMN were assayed for markers of pyloric-type metaplasia. 37 IPMN patient samples were immunostained using MxIHC for MUC5AC, CD44v9, and AQP5. KrasG12D and GnasR201C expression was modified in IPMN cell lines to identify transcriptomic programs driven by each oncogene, and in combination. Gene sets were compared to murine and human gastric cell types. Transcriptomic drivers were identified and manipulated in vitro. Candidate driver expression was evaluated by immunostaining of patient IPMN and graded. Results Analysis of published bulk and scRNA-seq IPMN datasets revealed expression of previously described markers of pyloric type metaplasia. Marker expression was confirmed in patient samples. Manipulation of KrasG12D and GnasR201C expression in IPMN cell lines identified the relative contributions of each oncogene to this gastric phenotype. Regulon analysis suggests that transcription factors SPDEF, CREB3L1, and CREB3L4 amplify this program in response to GnasR201C expression. All transcription factors were expressed in patient IPMN samples. Conclusions In response to oncogenic mutation(s), IPMN form in the pancreas and express markers of pyloric type metaplasia. KrasG12D and GnasR201C expression drive this program through independent and synergistic mechanisms that result in amplified expression of mucins and gastrokines, consistent with the phenotype identified in vivo.
2023-10-02 | GSE244280 | GEO
Project description:To exlore whether candidate target genes of certain miRNAs are differentially expressed in high-risk versus low-risk IPMN tissue.
2015-01-29 | GSE63104 | GEO
Project description:Intraductal papillary mucinous neoplasm (IPMN) is a benign tumor that grows within the pancreatic ducts characterized by the production of thick mucinous fluid by surrounding tumor cells. IPMN is the most important precursor lesion for pancreatic cancer that is the fourth most common cause of cancer deaths. Differentiating between low-grade dysplasia (LGD), high-grade dysplasia (HGD), and invasive intraductal papillary mucinous neoplasms (IPMNs) remains a diagnostic challenge with current biomarkers, necessitating the development of novel biomarkers that can distinguish IPMN malignancy. We investigated differentially expressed proteins among pancreatic cyst fluids consisted of LGD, HGD, and invasive IPMN patients by using our novel proteomic strategy, and finally we discovered pancreatic cyst fluid protein marker candidates that can predict the malignant potential of IPMNs.
2018-05-01 | PXD008302 | Pride