Whole Genome Exon Arrays Identify Differential Expression of Alternatively Spliced, Cancer-related Genes in Lung Cancer
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ABSTRACT: Alternative processing of pre-mRNA transcripts is a major source of protein diversity in eukaryotes and has been implicated in several disease processes including cancer. In this study we have performed a genome wide analysis of alternative splicing events with the GeneChip Human Exon 1.0 ST Array from Affymetrix in lung adenocarcinoma. We found that ~13.3% of the 17800 core Refseq genes appear to have alternative transcripts that are differentially expressed in lung adenocarcinoma versus normal. According to their known functions the largest subset of these genes (30.8%) is believed to be cancer related. Detailed analysis was performed for several genes using PCR, quantitative RT-PCR and DNA sequencing. We found overexpression of ERG variant 2 but not variant 1 in lung tumors and overexpression of CEACAM1 variant 1 but not variant 2 in lung tumors but not in breast or colon tumors. We also identified a novel, overexpressed variant of CDH3 and verified the overexpression of a novel variant of P16. These findings demonstrate how analysis of alternative pre-mRNA processing can shed additional light on differences between tumors and normal tissues as well as between different tumor types. Such studies may lead to the development of additional tools for tumor diagnosis, prognosis and therapy. Keywords: Alternative splice analysis of exon data with ANOVA compared tumor and matched normal
Project description:Alternative processing of pre-mRNA transcripts is a major source of protein diversity in eukaryotes and has been implicated in several disease processes including cancer. In this study we have performed a genome wide analysis of alternative splicing events with the GeneChip Human Exon 1.0 ST Array from Affymetrix in lung adenocarcinoma. We found that ~13.3% of the 17800 core Refseq genes appear to have alternative transcripts that are differentially expressed in lung adenocarcinoma versus normal. According to their known functions the largest subset of these genes (30.8%) is believed to be cancer related. Detailed analysis was performed for several genes using PCR, quantitative RT-PCR and DNA sequencing. We found overexpression of ERG variant 2 but not variant 1 in lung tumors and overexpression of CEACAM1 variant 1 but not variant 2 in lung tumors but not in breast or colon tumors. We also identified a novel, overexpressed variant of CDH3 and verified the overexpression of a novel variant of P16. These findings demonstrate how analysis of alternative pre-mRNA processing can shed additional light on differences between tumors and normal tissues as well as between different tumor types. Such studies may lead to the development of additional tools for tumor diagnosis, prognosis and therapy. Keywords: Alternative splice analysis of exon data with ANOVA compared tumor and matched normal 20 tumor/normal paired specimens (n=40). Tumor samples are from lung adeno carcinoma whereas normals are from adjacent normal lung tissue.
Project description:Alternative splicing analysis of laser micro-dissected lung dysplasia RNA samples Lung dysplasia is a precancerous condition with high risk of malignant transformation. Little is known about alternative spliced (AS) genes in dysplasia. We therefore investigated laser micro-dissected microscopic foci of non-contaminant dysplasia and/or lung adenocarcinoma of c-Raf transgenic mice and searched genome wide for AS genes using exon arrays. Notably, bioinformatics defined 34 and 36 AS genes in the comparison dysplasia versus transgenic unaltered and non-transgenic lung tissue while the comparison adenocarcinoma versus transgenic unaltered and non-transgenic lung tissue revealed 54 and 56 genes, respectively. So far only 6 of these were reported for lung cancer. Importantly, dysplasia related AS genes were also regulated in lung cancer to suggest a role in disease onset. Next to exon skipping/inclusion alternative splicing at the 3M-bM-^@M-^Y and 5M-bM-^@M-^Y was common and included genes of the splicing regulatory pathway. Disease dependent changes of variant transcripts were confirmed by RT-PCR while Western blotting identified alternative splicing to modulate protein levels of AS genes. For the AS genes Add3, Cast, Osbpl6, Nedd4l, Numb, Picalm and Slk transcript and protein level agreed well, whereas for Arhgef11, Clstn1, Dlg1, Dock9, Mbnl2, Mfge8, Npnt, Pdlim5, Ppp2r5c, Tjp1 notable differences in the abundance of variant transcripts were observed by RT-PCR and gel electrophoresis. Moreover, expression of individual variants differed between dysplasia and carcinoma to suggest their disease dependent regulation. Western blotting of IQGAP1, MYO6, PTPRM, RABGAP1L and RAD50 confirmed significant regulation of isoforms in lung cancer as compared to non-transgenic, transgenic unaltered and dysplastic lung tissue. For 46 AS genes expression of the non-variant protein was reported in human lung cancer (www.proteinatlas.org) and for 13 of these, cancer related AS events are known. Overall, new insight into lung dysplasia was obtained with 43 new cancer related AS genes to aid diagnosis and molecular intervention strategies. We analyzed and compared dysplastic (n=4) and adenocarcinoma (n=4) lesions and with transgenic but unaltered (n=4) and non-transgenic (n=5) lung tissue obtained from SPC/c-Raf transgenic mice with aid of laser micro dissection pressure catapulted (LMPC) technique. Dysplasia is a pre-neoplastic condition and developed at 5 month of age in the proposed mouse model. LMPC provides precise microscopic lesion collection without contamination. The RNA samples were analyzed using the Affymetrix Mouse Exon 1.0 ST platform. Alternative splicing was analyzed using Biotique XRAY tool. No technical replicates were performed.
Project description:The model is based on publication:
Mathematical analysis of gefitinib resistance of lung adenocarcinoma caused by MET amplification
Abstract:
Gefitinib, one of the tyrosine kinase inhibitors of epidermal growth factor receptor (EGFR), is effective for treating lung adenocarcinoma harboring EGFR mutation; but later, most cases acquire a resistance to gefitinib. One of the mechanisms conferring gefitinib resistance to lung adenocarcinoma is the amplification of the MET gene, which is observed in 5–22% of gefitinib-resistant tumors. A previous study suggested that MET amplification could cause gefitinib resistance by driving ErbB3-dependent activation of the PI3K pathway. In this study, we built a mathematical model of gefitinib resistance caused by MET amplification using lung adenocarcinoma HCC827-GR (gefitinib resistant) cells. The molecular reactions involved in gefitinib resistance consisted of dimerization and phosphorylation of three molecules, EGFR, ErbB3, and MET were described by a series of ordinary differential equations. To perform a computer simulation, we quantified each molecule on the cell surface using flow cytometry and estimated unknown parameters by dimensional analysis. Our simulation showed that the number of active ErbB3 molecules is around a hundred-fold smaller than that of active MET molecules. Limited contribution of ErbB3 in gefitinib resistance by MET amplification is also demonstrated using HCC827-GR cells in culture experiments. Our mathematical model provides a quantitative understanding of the molecular reactions underlying drug resistance.
Project description:Alternative splicing analysis of laser micro-dissected lung dysplasia RNA samples Lung dysplasia is a precancerous condition with high risk of malignant transformation. Little is known about alternative spliced (AS) genes in dysplasia. We therefore investigated laser micro-dissected microscopic foci of non-contaminant dysplasia and/or lung adenocarcinoma of c-Raf transgenic mice and searched genome wide for AS genes using exon arrays. Notably, bioinformatics defined 34 and 36 AS genes in the comparison dysplasia versus transgenic unaltered and non-transgenic lung tissue while the comparison adenocarcinoma versus transgenic unaltered and non-transgenic lung tissue revealed 54 and 56 genes, respectively. So far only 6 of these were reported for lung cancer. Importantly, dysplasia related AS genes were also regulated in lung cancer to suggest a role in disease onset. Next to exon skipping/inclusion alternative splicing at the 3’ and 5’ was common and included genes of the splicing regulatory pathway. Disease dependent changes of variant transcripts were confirmed by RT-PCR while Western blotting identified alternative splicing to modulate protein levels of AS genes. For the AS genes Add3, Cast, Osbpl6, Nedd4l, Numb, Picalm and Slk transcript and protein level agreed well, whereas for Arhgef11, Clstn1, Dlg1, Dock9, Mbnl2, Mfge8, Npnt, Pdlim5, Ppp2r5c, Tjp1 notable differences in the abundance of variant transcripts were observed by RT-PCR and gel electrophoresis. Moreover, expression of individual variants differed between dysplasia and carcinoma to suggest their disease dependent regulation. Western blotting of IQGAP1, MYO6, PTPRM, RABGAP1L and RAD50 confirmed significant regulation of isoforms in lung cancer as compared to non-transgenic, transgenic unaltered and dysplastic lung tissue. For 46 AS genes expression of the non-variant protein was reported in human lung cancer (www.proteinatlas.org) and for 13 of these, cancer related AS events are known. Overall, new insight into lung dysplasia was obtained with 43 new cancer related AS genes to aid diagnosis and molecular intervention strategies.
Project description:TMT-based quantitative mass spectrometry analysis was performed on ECM-enriched preparation from normal murine lung, bleomycin-induced fibrotic lung, primary tumors and lymph node metastasis isolated from the KrasG12D/+p53-/- mouse model of lung adenocarcinoma. Three independent samples were processed and analyzed for each condition. This study identified ECM signatures of normal and diseased lung tissue.
Project description:Genetically engineered mouse models (GEMM) of cancer are powerful tools to study multiple aspects of caner biology. We developed a novel GEMM for lung squamous cell carcinoma (LSCC) by genetically combining overexpression of Sox2 with loss of Lkb1: Rosa26LSL-Sox2-IRES-GFP;Lkb1fl/fl (SL). We compared gene expression profiles of SL lung tumors with normal mouse lung tissue, mouse lung adenocarcinoma (LADC) tumors from KrasLSL-G12D/+;Trp53fl/fl (KP), mouse LSCC tumors from Lkb1fl/fl;Ptenfl/fl (LP) model as well as Lenti-Sox2-Cre Lkb1fl/fl.
Project description:As a master regulator of chromatin structure and function, the EZH2 lysine methyltransferase orchestrates transcriptional silencing of developmental gene networks. Overexpression of EZH2 is commonly observed in human epithelial cancers, such as non- small cell lung carcinoma (NSCLC), yet definitive demonstration of malignant transformation by deregulated EZH2 has proven elusive. Here, we demonstrate the causal role of EZH2 overexpression in NSCLC with a new genetically-engineered mouse model of lung adenocarcinoma. Deregulated EZH2 silences normal developmental pathways leading to epigenetic transformation independent from canonical growth factor pathway activation. As such, tumors feature a transcriptional program distinct from KRAS- and EGFR-mutant mouse lung cancers, but shared with human lung adenocarcinomas exhibiting high EZH2 expression. To target EZH2-dependent cancers, we developed a novel and potent EZH2 inhibitor that arises from a facile synthesis and possesses improved pharmacologic properties. JQEZ5 promoted the regression of EZH2-driven tumors in vivo, confirming oncogenic addiction to EZH2 in established tumors and providing the rationale for epigenetic therapy in a defined subset of lung cancer. Gene expression analysis of 7 samples, 3 EZH2 OE tumors, 2 EZH2 OE normal lung samples, and 2 WT lung samples
Project description:Ciz1 promotes initiation of mammalian DNA replication and is present within nuclear matrix associated DNA replication factories. Depletion of Ciz1 from normal and cancer cells restrains entry to S phase and inhibits cell proliferation. Several alternative splicing events with putative functional consequences have been identified and reported, but many more variants are predicted to exist based on publicly available mRNAs and expressed sequence tags. Here we report the development and validation of a custom exon and exon-junction microarray focused on the human Ciz1 gene, capable of reproducible detection of differential splice-variant expression. Using a pair of paediatric cancer cell lines and a pool of eight normal lines as reference, the array identified expected and novel Ciz1 splicing events. One novel variant (delta 8-12) that encodes a predicted protein lacking key functional sites, was validated by quantitative RT-PCR and found to be over-represented in a range of other cancer cell lines, and over half of a panel of primary lung tumours.
Project description:This series contain 36 samples obtained from human lung tissue and includes the following: 7 Adenocarcinoma samples. 16 Squamous cell carcinoma samples. 1 AdenoSquamous sample. 2 Renal Metastasis. 1 Colon metastasis. 7 normal lung tissue adjacent to the tumors. 2 commercial normal lung RNA. Keywords = Lung Keywords = Non Small Cell Lung Cancer Keywords = Adenocarcinoma Keywords = Squamous Cell Carcinoma Keywords = Normal Lung. Keywords: other
Project description:For the iMPQAT analysis, we retrospectively collected frozen samples of the tumors from 36 patients with lung adenocarcinoma (n = 12), squamous cell carcinoma (n = 12) and LD-SCLC[TG1] (n = 12) who had undergone surgical resection at Kyushu University Hospital between January 2012 and July 2018. Among 12 patients with SCLC, frozen samples of the normal lung tissue were available in 6 patients.