Transcriptomic profiling of oncogenic KRAS and TP53 in lung adenocarcinoma cells
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE183670 | GEO | 2021/10/01
REPOSITORIES: GEO
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Project description:Transcriptomic profiling of oncogenic KRAS and TP53 in lung adenocarcinoma cells
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Project description:Oncogenic mutations in tumor cells regulate signaling both within tumor cells and heterotypic stromal cells. However, whether oncogenes regulate tumor cell signaling via stromal cells is poorly understood. Here we show that oncogenic KRAS (KRAS-G12D) uniquely regulates tumor cell signaling via stromal cells. By combining cell-specific proteome labeling with phosphoproteomic multiplexing we conducted a multivariate analysis of heterocellular KRAS-G12D signaling in Pancreatic Ductal Adenocarcinoma (PDA) cells. By engaging heterotypic fibroblasts, KRAS-G12D drives unique reciprocal signaling in tumor cells to employ additional kinases and double the number of regulated signaling nodes from cell-autonomous KRAS-G12D. Heterocellular signaling produces a distinct tumor cell phosphoproteome, total proteome, and increase mitochondria capacity via an IGF1R/AXL-AKT axis. Reciprocal KRAS-G12D phenotypes require a heterocellular context and are unreachable by cell-autonomous KRAS-G12D alone. These results demonstrate oncogene signaling should be viewed as a heterocellular process and our existing homocellular perspective underrepresents the extent of oncogene signaling in cancer.
2016-04-19 | PXD003223 | Pride
Project description:Aberrant activation of RAS oncogenes is a prevalent event in lung adenocarcinoma, with somatic mutation of KRAS occurring in ~30% of tumors. Recently, we identified somatic mutation of the RAS-family GTPase RIT1 in lung adenocarcinoma, but relatively little is known about the biological pathways regulated by RIT1 and how these relate to the oncogenic KRAS network. Here we present (quantitative proteomic and) transcriptomic profiles from KRAS-mutant and RIT1-mutant isogenic lung epithelial cells and globally characterize the signaling networks regulated by each oncogene.
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Project description:While mutations in the KRAS oncogene are amongst the most prevalent in human cancer, there are few successful treatments to target these tumors. It is also likely that heterogeneity in KRAS-mutant tumor biology significantly contributes to the response to therapy. We hypothesized that presence of commonly co-occurring mutations in STK11 and TP53 tumor suppressors may represent a significant source of heterogeneity in KRAS-mutant tumors. To address this, we utilized a large cohort of resected tumors from 442 lung adenocarcinoma patients with data including annotation of prevalent driver mutations (KRAS, EGFR) and tumor suppressor mutations (STK11 and TP53), microarray-based gene expression and clinical covariates including overall survival (OS). Specifically, we determined impact of STK11 and TP53 mutations on a new KRAS mutation-associated gene expression signature as well as previously defined signatures of tumor cell proliferation and immune surveillance responses. Interestingly, STK11, but not TP53 mutations, were associated with highly elevated expression of KRAS mutation-associated genes. Mutations in TP53 and STK11 also impacted tumor biology regardless of KRAS status, with TP53 strongly associated with enhanced proliferation and STK11 with suppression of immune surveillance. These findings illustrate the remarkably distinct ways through which tumor suppressor mutations may contribute to heterogeneity in KRAS-mutant tumor biology. In addition, these studies point to novel associations between gene mutations and immune surveillance that could impact the response to immunotherapy.
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Project description:Mutations of the proto-oncogene KRas, together with the inactivation of the onco-suppressor genes APC and TP53, are considered to have an important role both in the carcinogenesis and in the colorectal tumor progression. The oncogene K-ras has activating mutations, especially in codon 12, in about 40% to 50% of colorectal carcinomas (Andreyev et al., 1998). The mechanism by which oncogenic K-ras alone contribuites to tumor progression in colon cancer is largely unknown. To this end, we have developed a model system where the colorectal adenocarcinoma cell line Colo741 has been stably trasfected with the Kras-G12V or Kras-G12D mutated oncogenes. Our results demonstrate how expression profiling data can be used to interpret changes in cellular characteristics induced by transfection and hence provide some clues as to the mechanisms by which different activated K-Ras impair processes mediated by endogenous wild-type KRas proteins. We made for the production of cell clones that could be utilized as useful in vitro models. The adenocarcinoma cell line Colo741 has been chosen to produce stable transfectants for two mutant forms of KRas2 (Gly12Val and Gly12Asp) and the wild-type coding sequence (as experiment control). After the transfection, the cells have been selected (with G418), cloned (by limited dilutions) and screened (by RT-PCR). The total RNAs, Dnase-treated, from five cell clones per condition, have been pooled. The samples, constituted by biotin-labeled cRNA, derived from a pool of five cell clones obtained from transfection of the adenocarcinoma cell line Colo741 with either pcDNA3.1-KRas2(Wt) or pcDNA3.1-KRas2(Gly12Val) or pcDNA3.1KRas2(Gly12Asp). They were hybridized to a Human Gene 1.0 ST array (Affymetrix). Two technical replicates have been performed for each condition.
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Project description:Mutations of the proto-oncogene KRas, together with the inactivation of the onco-suppressor genes APC and TP53, are considered to have an important role both in the carcinogenesis and in the colorectal tumor progression. The oncogene K-ras has activating mutations, especially in codon 12, in about 40% to 50% of colorectal carcinomas (Andreyev et al., 1998). The mechanism by which oncogenic K-ras alone contribuites to tumor progression in colon cancer is largely unknown. To this end, we have developed a model system where the colorectal adenocarcinoma cell line Colo741 has been stably trasfected with the Kras-G12V or Kras-G12D mutated oncogenes. Our results demonstrate how expression profiling data can be used to interpret changes in cellular characteristics induced by transfection and hence provide some clues as to the mechanisms by which different activated K-Ras impair processes mediated by endogenous wild-type KRas proteins.
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Project description:To reveal the impact of mutant KRAS on the proteome of Pancreatic Ductal Adenocarcinoma (PDAC) cells, we carried out a quantitative phospho-proteomic analysis of tumour cells isolated from an inducible mouse model of PDAC (iKras PDAC) (Ying et al., 2012). In this model, oncogenic Kras (G12D) expression can be controlled by administration of doxycycline (Dox). A timecourse Dox removal experiment was carried out in which cells with or without Dox removal at 12, 24, 36, and 48 hrs intervals were lysed and analysed by quantitative proteomics using Tandem Mass Tagging (TMT). Two independent biological replicate experiments were carried out, with timecourse samples in each replicate being barcoded and pooled together using TMT 10plex labelling kit (Thermo).
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