STAG2 is a clinically relevant tumor suppressor in pancreatic ductal adenocarcinoma
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE54328 | GEO | 2014/01/24
SECONDARY ACCESSION(S): PRJNA236205
REPOSITORIES: GEO
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Project description:STAG2 is targeted by somatic aberrations in a subset (4%) of human PDAs. Transposon mediated disruption of STAG2 in a KRASG12D genetically engineered mouse model promotes the development of PDA and its progression to metastatic disease. There was a statistically significant loss of STAG2 protein expression in human tumor tissue (Wilcoxon-Rank test) with complete absence of STAG2 staining observed in 15 (4.3%) patients. In univariate Kaplan Meier analysis nearly complete STAG2 positive staining (> 95% of nuclei positive) was associated with a median survival benefit of 6.41 months (p = 0.031). The survival benefit of adjuvant chemotherapy was only seen in patients with a STAG2 staining of less than 95% (median survival benefit 7.65 months; p = 0.028). Multivariate Cox Regression analysis showed that STAG2 is an independent prognostic factor for survival in pancreatic cancer patients. Finally we show that RNAi mediated knockdown of STAG2 selectively sensitizes human PDA cell lines to platinum-based therapy. We used DNA content flow sorting to identify and purify tumor nuclei of PDA samples from 50 patients. The genome of each sorted sample was profiled by oligonucleotide comparative genomic hybridization (aCGH) and targeted resequencing of STAG2. Transposon insertions within STAG2 in a KRASG12D driven genetically engineered mouse (GEM) model of PDA were screened by RT-PCR. We then used a tissue microarray (TMA) to survey STAG2 protein expression levels in 344 human PDA tumor samples and adjacent tissues. Univariate Kaplan Meier analysis and multivariate Cox Regression analysis was used to assess the association of STAG2 expression relative to overall survival and responses to adjuvant therapy. Finally RNAi based assays with PDA cell lines were used to assess the potential therapeutic consequence of STAG2 expression in responses to 18 therapeutic agents.
2014-01-24 | E-GEOD-54328 | biostudies-arrayexpress
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2016-02-11 | GSE77803 | GEO
Project description:We developed a 33-gene signature that is strongly correlated to the time to recurrence in non-small cell lung cancer (NSCLC). The signature was validated retrospectively in 5 cohorts of 972 NSCLC patients and in one prospective study of 111 NSCLC Stage IA patients. In all cohorts, and all stages of the disease, the signature identified a rare, aggressive tumor type that had a high proportion of recurrence after surgery and a median survival of 35 months (95% C.I.: 19-58). This tumor type forms a separate cluster in an analysis of the expression of the 33 genes in patient tumors. The signature is associated with cellular processes required by rapidly growing and spreading tumors: cell migration and invasion, vascularization, and response to hypoxia. The signature also identifies patients with good prognosis (median survival 114 months, (95% C.I.: 85-160), and intermediate prognosis (median survival 61 months (95% C. I.: 50-73). The signature is quite robust and works on tumor samples archived in RNAlater, Tissue-Tek, or formalin-fixed and paraffin embedded. 156 samples -------------------------------- *** Submitter has not provided information such as time to recurrence. Thus, the data is incomplete.
2016-02-11 | E-GEOD-77803 | biostudies-arrayexpress
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Project description:Although KRAS mutation is a hallmark of pancreatic ductal adenocarcinoma (PDA), mutated KRAS remains an intractable pharmacological target. Consequently, an understanding of the RAS effector pathway(s) required for PDA maintenance is critical for improved strategies to treat this disease. Here we demonstrate that expression of BRAFV600E, but not PIK3CAH1047R, in the mouse pancreas led to PanIn lesions. Moreover, concomitant expression of BRAFV600E and TP53R270H resulted in lethal PDA. A large panel of PDA cell line panel was deployed to derive genomic classifiers of MEK inhibitor sensitivity. This classifier correctly predicted survival benefit in two novel in vivo syngeneic, orthotopic models of PDA. Consequently, we conclude that RAF?MEK?ERK signaling is central to the initiation, progression and maintenance of PDA and propose predictive biomarkers of response to MEK inhibition. These data further emphasize the value of leveraging multiple experimental systems to prioritize pathways for intervention in human PDA. RNA was extracted from human PDA cell line samples and hybridized on Affymetrix U133 plus 2.0 microarrays. The CEL files were processed using R based Bioconductor and normalized values were obtained using RMA. RNA was extracted from mouse PDA cell lines and hybridized on Affymetrix Mouse 430a 2.0 microarrays. The CEL files were processed using R based Bioconductor and normalized values were obtained using RMA.
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2023-12-31 | GSE233112 | GEO
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2023-07-05 | GSE235919 | GEO
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