Genomic characterization of esophageal squamous cell carcinoma reveals critical genes underlying tumorigenesis and poor prognosis
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PROVIDER: EGAS00001001723 | EGA |
REPOSITORIES: EGA
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Project description:New approaches to cancer therapies could benefit from a better understanding of the molecular determinants critical to tumor initiating cells (TICs). Here we show that the metabolic enzyme glycine decarboxylase (GLDC) is critical for TICs in non-small cell lung cancer (NSCLC). From a broad range of primary NSCLC tumors, we isolated CD166+ lung TICs that consistently initiated tumorigenesis in NOD/SCID Il2rγ-/- mice. Lung TICs express high levels of the oncogenic stem cell factor LIN28B and the metabolic enzyme GLDC. Over-expression of GLDC and other glycine/serine metabolism enzymes, but not catalytically inactive GLDC, promotes cellular transformation and tumorigenesis. Metabolomic analysis found that GLDC induces dramatic changes in glycolysis and glycine/serine metabolism, leading to changes in pyrimidine metabolism to regulate cancer cell proliferation. Clinically, GLDC over-expression, observed in multiple cancer types, predicts poorer survival in lung cancer patients. Our findings establish a novel link between glycine metabolism and tumorigenesis, and provide novel targets for advancing anti-cancer therapy. Total RNA obtained from tumor sphere compared to CD166+ and CD166- selected cells of xenograft, primary tumor and normal donors
2011-10-25 | E-GEOD-33198 | biostudies-arrayexpress
Project description:Tumor-associated macrophages (TAMs) are known to be involved in progression, angiogenesis and motility of various cancers. We have previously reported the association between increased number of infiltrating TAMs with tumor progression and poor prognosis in esophageal squamous cell carcinomas (ESCCs). To study roles of TAMs in ESCC, we first exposed peripheral blood monocytes (PBMo) derived macrophages from healthy volunteers to conditioned media of TE series human ESCC cell line (TECM) and confirmed the induction of expression of M2 macrophage marker, CD204, and protumorigenic factors, interleukin (IL)-10, VEGFA and MMPs. Next, we compared gene expression profile between PBMo-derived macrophages and PBMo-derived macrophages stimulated with TECM by cDNA microarray. Based on the result, we focused on growth differentiation factor 15 (GDF15) among highly expressed genes including IL-6, IL-8 and CXCL1. Immunohistochemical study on 70 cases of surgically resected ESCCs revealed that GDF15 was detected not only in macrophages but also in cancer cells. High expression of GDF15 in ESCCs was significantly correlated with more malignant phenotypes including lymph and blood vessel invasion, lymph node metastasis as well as clinical stages. Patients with high expression of GDF15 showed poor disease-free survival (p = 0.011) and overall survival (p = 0.041). Furthermore, we found that recombinant human GDF15 promote cell proliferation and phosphorylation of both Akt and Erk1/2 in ESCC cell lines in vitro. These results indicate that GDF15 is secreted by both TAMs and cancer cells in tumor microenvironment and is associated with aberrant growth and poor prognosis of human ESCC. We exposed PBMo-derived macrophages from healthy volunteers to TECM and observed their acquisition of TAM-like characters in this study. We further investigated specific cancer-associated gene expression profile in TECM induced TAM-like macrophages by cDNA microarray analysis.
2014-08-01 | E-GEOD-59948 | biostudies-arrayexpress
Project description:Objective: Globally, esophageal cancer is among the most deadly cancer forms. Long non-coding RNAs (lncRNA) are frequently found to have important regulatory roles. We aim to assess the lncRNA expression profile of esophageal squamous cell carcinoma (ESCC) and identify prognosis related lncRNAs. Design: LncRNA expression profiles were studied by microarray in paired tumor and normal tissues from 119 ESCC patients, and validated by qRT-PCR. The 119 patients were subsequently divided randomly into training (n=60) and test (n=59) groups. A prognostic signature was developed from the training group using a random forest supervised classification algorithm and a nearest shrunken centroid algorithm, and validated in test group and further in an independent cohort (n=60). The independence of the signature in survival prediction was evaluated by Multivariable Cox regression analysis. Results: LncRNAs showed significantly altered expression in ESCC tissues. From the training group, we identified a three-lncRNA signature (including the lncRNAs ENST00000435885•1, XLOC_013014, and ENST00000547963•1) which classified the patients into two groups with significantly different overall survival (median survival 19•2 months vs. not reached, p<0•0001). The signature was applied to the test group (median survival 21•5 months vs. not reached, p=0•0030) and independent cohort (median survival 25•8 months vs. not reached, p=0•0187) and showed similar prognostic values in both. Multivariable Cox regression analysis showed that the signature was an independent prognostic factor for ESCC patients. Stratified analysis suggested that the signature was prognostic within clinical stages. Conclusions: Our results suggest that the three-lncRNA signature can serve as a novel biomarker for the prognosis of ESCC patients. Application of it allows for more accurate survival prediction. The lncRNA expression profiles of cancer and adjacent normal tissues form 119 ESCC patients were studied by microarray and an lncRNA signature that can perdict the survival of ESCC patients was identified.
2014-03-07 | E-GEOD-53622 | biostudies-arrayexpress
Project description:Objective: Globally, esophageal cancer is among the most deadly cancer forms. Long non-coding RNAs (lncRNA) are frequently found to have important regulatory roles. We aim to assess the lncRNA expression profile of esophageal squamous cell carcinoma (ESCC) and identify prognosis related lncRNAs. Design: LncRNA expression profiles were studied by microarray in paired tumor and normal tissues from 119 ESCC patients, and validated by qRT-PCR. The 119 patients were subsequently divided randomly into training (n=60) and test (n=59) groups. A prognostic signature was developed from the training group using a random forest supervised classification algorithm and a nearest shrunken centroid algorithm, and validated in test group and further in an independent cohort (n=60). The independence of the signature in survival prediction was evaluated by Multivariable Cox regression analysis. Results: LncRNAs showed significantly altered expression in ESCC tissues. From the training group, we identified a three-lncRNA signature (including the lncRNAs ENST00000435885•1, XLOC_013014, and ENST00000547963•1) which classified the patients into two groups with significantly different overall survival (median survival 19•2 months vs. not reached, p<0•0001). The signature was applied to the test group (median survival 21•5 months vs. not reached, p=0•0030) and independent cohort (median survival 25•8 months vs. not reached, p=0•0187) and showed similar prognostic values in both. Multivariable Cox regression analysis showed that the signature was an independent prognostic factor for ESCC patients. Stratified analysis suggested that the signature was prognostic within clinical stages. Conclusions: Our results suggest that the three-lncRNA signature can serve as a novel biomarker for the prognosis of ESCC patients. Application of it allows for more accurate survival prediction. The lncRNA expression profiles of cancer and adjacent normal tissues form 119 ESCC patients were studied by microarray and an lncRNA signature that can perdict the survival of ESCC patients was identified.
2014-03-07 | E-GEOD-53624 | biostudies-arrayexpress
Project description:Esophageal cancers are globally the sixth deadliest malignancy, with limited curative options. The association of high serum elafin levels, a molecule produced by epithelial cells, with esophageal squamous cell carcinoma (ESCC) risk is established, but its link to poor ESCC prognosis remains unclear. To explore this question, we first used three-dimensional confocal imaging to create a model of the spatial distribution of elafin inside locoregional ESCC tissues. Then, after analyzing data ob-tained from whole-genome microarrays for ESCC cell lines and their more invasive sublines, we performed in vitro experiments using RNA sequencing to identify possible elafin-related pathways. Three-dimensional tissue imaging showed elafin distributed as an interweaved-like fibrous structure in the stroma of tissue obtained from patients with high serum levels of elafin and poorer prognoses. By contrast, the signal was confined inside or around the tumor nest in patients who had lower serum levels and better survival. The analysis of a TCGA dataset revealed that higher levels of elafin mRNA in stage I–IIIA ESCC patients were associated with shorter survival. The in vitro studies revealed that elafin promoted ESCC cell proliferation, migration, and invasion via the epithelial–mesenchymal transition pathway. Thus, elafin inhibition could potentially be used therapeutically to improve survival in patients with locoregional ESCC.
2023-08-01 | GSE205623 | GEO
Project description:New approaches to cancer therapies could benefit from a better understanding of the molecular determinants critical to tumor initiating cells (TICs). Here we show that the metabolic enzyme glycine decarboxylase (GLDC) is critical for TICs in non-small cell lung cancer (NSCLC). From a broad range of primary NSCLC tumors, we isolated CD166+ lung TICs that consistently initiated tumorigenesis in NOD/SCID Il2rγ-/- mice. Lung TICs express high levels of the oncogenic stem cell factor LIN28B and the metabolic enzyme GLDC. Over-expression of GLDC and other glycine/serine metabolism enzymes, but not catalytically inactive GLDC, promotes cellular transformation and tumorigenesis. Metabolomic analysis found that GLDC induces dramatic changes in glycolysis and glycine/serine metabolism, leading to changes in pyrimidine metabolism to regulate cancer cell proliferation. Clinically, GLDC over-expression, observed in multiple cancer types, predicts poorer survival in lung cancer patients. Our findings establish a novel link between glycine metabolism and tumorigenesis, and provide novel targets for advancing anti-cancer therapy.
2011-10-26 | GSE33198 | GEO
Project description:nc886 is a 101 nucleotides long non-coding RNA that is also known as a precursor microRNA or a vault RNA. nc886 has been suggested to be a tumor suppressor, mainly inferred by its expression pattern as well as its genomic location at human chromosome 5q31, a locus for a tumor suppressor gene(s). Pre-clinical study In order to understand potential roles of nc886 in esophageal squamous cell carcinoma (ESCC), we performed the knockdown of nc886 in nonmalignant HET-1A cells and ESCC cell lines (TE-1 and TE-8) and identified and analyzed genes whose expression is activated by nc886 knockdown in ESCC.
2013-10-31 | E-GEOD-51732 | biostudies-arrayexpress
Project description:Tumor-associated macrophages (TAMs) are known to be involved in progression, angiogenesis and motility of various cancers. We have previously reported the association between increased number of infiltrating TAMs with tumor progression and poor prognosis in esophageal squamous cell carcinomas (ESCCs). To study roles of TAMs in ESCC, we first exposed peripheral blood monocytes (PBMo) derived macrophages from healthy volunteers to conditioned media of TE series human ESCC cell line (TECM) and confirmed the induction of expression of M2 macrophage marker, CD204, and protumorigenic factors, interleukin (IL)-10, VEGFA and MMPs. Next, we compared gene expression profile between PBMo-derived macrophages and PBMo-derived macrophages stimulated with TECM by cDNA microarray. Based on the result, we focused on growth differentiation factor 15 (GDF15) among highly expressed genes including IL-6, IL-8 and CXCL1. Immunohistochemical study on 70 cases of surgically resected ESCCs revealed that GDF15 was detected not only in macrophages but also in cancer cells. High expression of GDF15 in ESCCs was significantly correlated with more malignant phenotypes including lymph and blood vessel invasion, lymph node metastasis as well as clinical stages. Patients with high expression of GDF15 showed poor disease-free survival (p = 0.011) and overall survival (p = 0.041). Furthermore, we found that recombinant human GDF15 promote cell proliferation and phosphorylation of both Akt and Erk1/2 in ESCC cell lines in vitro. These results indicate that GDF15 is secreted by both TAMs and cancer cells in tumor microenvironment and is associated with aberrant growth and poor prognosis of human ESCC.
2014-08-01 | GSE59948 | GEO
Project description:Esophageal squamous cell carcinoma (ESCC) is an aggressive tumor with poor prognosis. Understanding molecular changes in ESCC should improve identification of risk factors in molecular subtypes and provide potential targets for early detection and therapy. To better characterize molecular changes in ESCC, we followed up a previous cDNA array study with additional discovery and confirmatory studies in new ESCC cases using alternative methods. We profiled global gene expression (Affymetrix U133A/B chip) for discovery and confirmation, and validated selected dysregulated genes with additional RNA (qRT-PCR, N=51) or protein studies (immunohistochemistry [IHC] of tumor tissue microarray [TMA], N=275).We also found genes associated with survival. The dysregulated genes should aid in identifying risk factors in ESCC, as well as potential targets for early detection, and outcome prediction and therapy. 53 ESCC samples and 53 matched normal samples were analyzed (samples AE43 and AE45 were not run on HG-U133B due to not having enough material). Contributors have chosen not to include the clinical phenotypes in their GEO submission.
2010-09-01 | E-GEOD-23400 | biostudies-arrayexpress
Project description:SET (Su) and MYND (myeloid-Nervy-DEAF-1) domain-containing protein (SMYD) is a methyltransferase family, including five members of which SMYD1, SMYD2, SMYD3 and SMYD4, has been found to play critical roles in human carcinogenesis. It has been demonstrated that the altered expression of SMYD3 is associated with the progression of several solid tumors, including bladder cancer, glioma, gastric cancer, prostate cancer and colorectal cancer. Several trials have explored the effects of SMYD3 overexpression on proliferation, viability, cancer cells migration and invasion. The series of elegant experiments suggested that SMYD3 could serve as a potential biomarker for clinically aggressive disease and an attractive therapeutic target. In our previous study (PMID: 26980013), we found SMYD3 expression is frequently upregulated in human esophageal squamous cell carcinoma (ESCC) clinical tissues, correlating with overall survival of ESCC patients. RNAi-mediated knockdown of SMYD3 suppressed ESCC cell proliferation, migration and invasion in vitro, and inhibited local tumor invasion in vivo. To identify genes and biological pathways associated with SMYD3 functions and mechanism, SMYD3 was knockdowned bypGLV3/H1/GFP/+Puro Vector in ESCC cell line KYSE150 with an empty plasmid as a control, these two cells were applied for mRNA expression profile analyses to find the differentially expressed genes using GeneChip® PrimeView⢠Human Gene Expression Array. shRNA sequences targeting SMYD3 was ligated into the pGLV3/H1/GFP/+Puro Vector and transfected into ESCC cell line KYSE150 with an empty plasmid as a control. The mRNA expression profiles of SMYD3 knockdown was analyzed by GeneChip® PrimeViewâ¢Â Human Gene Expression Array (Affymetrix, USA). The knockdown of SMYD3 was confirmed by QRT-PCR and Western blot. Total RNAs from SMYD3 knockdown cells and control cells were extracted for GeneChip® PrimeView⢠Human Gene Expression Array.
2016-08-11 | E-GEOD-85419 | biostudies-arrayexpress