Browse
Submit Data
Databases
API
Help

Dataset Information

0 Views

0 Connections

0 Citations

0 Reanalyses

0 Downloads

Omics score: 0

Transcriptomic analysis predicts the risk of progression of premalignant lesions in in human tongue.

ABSTRACT: The 5-year survival rate for patients with oral squamous cell carcinomas (SCC), including tongue SCC, has not significantly improved over the last several decades. Oral potentially malignant disorders (OPMD), including oral dysplasias, are oral epithelial disorders that can develop into oral SCCs. To identify molecular characteristics that might predict conversion of OPMDs to SCCs and guide treatment plans, we performed global transcriptomic analysis of human tongue OPMD (n=9) and tongue SCC (n=11) samples with paired normal margin tissue from patients treated at Weill Cornell Medicine. Compared to margin tissue, SCCs showed more transcript changes than OPMDs. OPMDs and SCCs shared some altered transcripts, but these changes were generally greater in SCCs than OPMDs. Both OPMDs and SCCs showed altered signaling pathways related to cell migration, basement membrane disruption, and metastasis. We suggest that OPMDs were on the path towards malignant transformation. Based in patterns of gene expression, both OPMD samples and SCC samples can be categorized into subclasses (mesenchymal, classical, basal, and atypical) similar to those seen in human head and neck SCC (HNSCC). These subclasses of OPMDs the potential to be used to stratify patient prognosis and therapeutic options for tongue OPMDs. Lastly, we developed Firth logistic regression models to classify OPMDs and SCCs using a signature gene set ELF5, RPTN, IGSF10, HTR3A, and CRMP1, and this predictive model is amenable to testing as data sets become available. We suggest that changes in these five transcripts relative to paired normal tissue could be used to predict of the likelihood of an OPMD developing into a SCC.

ORGANISM(S): Homo sapiens

PROVIDER: GSE202048 | GEO | 2023/10/08

REPOSITORIES: GEO

ACCESS DATA

Json Xml

Similar Datasets

Diverse routes to oral cancer differing in genome instability and risk for cervical node metastasis

Project description:Clinically evident oral lesions, oral epithelial dysplasia, precede development of oral squamous cell carcinomas (SCC) and are considered to transform to cancer by acquisition of genetic or epigenetic alterations. Here, we show that, +3q24-qter, -8pter-p23.1, +8q12-q24.2 and +20 are early events identifying two pathways to oral cancers that differ in clinical behavior. One or more of these copy number aberrations is present in the major subgroup (3q8pq20 subtype, 75-80% of lesions) that develops with chromosomal instability and risk for metastasis, while they are absent from the smaller and chromosomally stable non-3q8pq20 subgroup (20-25% of lesions) associated with low risk for metastasis. Thus, +3q, -8p, +8q and +20 is a biomarker for oral SCC metastasis. On the other hand, while increased numbers of genomic alterations can be harbingers of progression to cancer, dysplastic lesions lacking copy number changes cannot be considered benign as they are potential precursors to non-3q8pq20 oral SCC. 63 oral SCCs and adjacent regions of normal tissue, 44 oral dysplasias

2011-11-18 | E-GEOD-28407 | biostudies-arrayexpress

Molecular characterization of 4-NQO induced F344 rat tongue carcinogenesis: alteration of multiple gene expression and hypomethylation of PTGS2 proximal promoter

Project description:The 4-NQO induced rat tongue carcinogenesis model presenting considerable histologic and molecular similarity to oral cancers commonly seen in humans is very useful for investigating oral carcinogenesis. In order to understand the molecular basis of oral carcinogenesis and identify gene biomarkers and potential chemopreventive targets for future studies, we characterized the molecular changes in oral squamous cell carcinoma (SCC) samples generated from this model system using F344 rats by performing gene expression microarray and methylation analysis of selected genes. Microarray studies identified 1735 genes to be upregulated by at least 2 fold (p<0.05, n=11) and 1803 genes to be downregulated by at least 50% (p<0.05, n=11) in SCC in comparison to the adjacent normal tissues and 28 KEGG pathways to be altered in SCC (p<0.01). Among the altered genes, keratins and keratin associated proteins were found to be differentially regulated and the keratin profile appeared to an important biomarker for oral SCC. PTGS2 and PTGS2 relevant genes, which are potential targets of chemoprevention and therapy, were also found to be upregulated in SCC and confirmed by qRT-PCR. The upregulation of PTGS2 appeared to correlate with hypomethylation of its proximal promoter. Methylation analysis of other selected genes showed that the first exon of APC2 was methylated in normal tissues, and the methylation level increased moderately in SCC samples (p<0.01, n=8). These results demonstrate that 4-NQO induced tongue carcinogenesis in F344 rats is accompanied by alteration of multiple gene expression, hypomethylation of PTGS2 and increased methylation of APC2. Gene expression in untreated normal vs.4-NQO induced tongue tumors in F344 rats (n=11).

2014-08-04 | E-GEOD-51125 | biostudies-arrayexpress

Subclassification of lung squamous cell carcinoma

Project description:Two subclasses of lung squamous cell carcinoma with different gene expression profiles and prognosis identified by hierarchical clustering and validated by non-negative matrix factorization . BACKGROUND: Current clinical and histopathological criteria used to define lung squamous cell carcinomas (SCCs) are insufficient to predict clinical outcome. We attempted to make a clinically-useful classification based on gene expression profiling. METHODS: We used cDNA microarrays with 40386 elements to analyze the gene expression profiles of 48 surgically resected samples of lung SCC. 9 samples of lung adenocarcinoma and 30 of normal lung were also included to give a total of 87 samples analyzed. After gene filtering, the data were subjected to hierarchical clustering and consensus clustering with the non-negative matrix factorization (NMF) approach. FINDINGS: Initial analysis by hierarchical clustering allowed division of SCCs into two distinct subclasses. An additional independent round of hierarchical clustering and consensus clustering with the NMF approach provided a validation for the classification. Kaplan-Meier analysis with the log rank test pointed to a non-significant difference in survival (p=0.071) but the likelihood of survival to 6 years was significantly different between the two groups (40.5% vs 81.8%, p=0.014, Z-test). Biological process categories characteristic for each subclass were identified statistically and up-regulation of cell-proliferation related genes was evident in the subclass with a poor prognosis. In the subclass with the better survival, genes involved in differentiated intracellular functions, such as the MAPKKK cascade, ceramide metabolism, or regulation of transcription, were up-regulated. Keywords: repeat sample

2009-04-01 | E-GEOD-2088 | biostudies-arrayexpress

Molecular characterization of 4-NQO induced F344 rat tongue carcinogenesis: alteration of multiple gene expression and hypomethylation of PTGS2 proximal promoter

2014-08-04 | GSE51125 | GEO

Genome-scale methylation assessment did not identify prognostic biomarkers in oral tongue carcinomas

Project description:DNA methylation profiling of heterogeneous head and neck squamous cell carcinoma (HNSCC) cohorts has been reported to predict patient outcome. We investigated if a prognostic DNA methylation profile could be found in tumour tissue from a single uniform subsite, the oral tongue. The methylation status of 83 comprehensively annotated oral tongue squamous cell carcinoma (OTSCC) formalin-fixed paraffin-embedded (FFPE) samples from a single institution were examined with the Illumina HumanMethylation450K (HM450K) array.

2016-07-18 | GSE79556 | GEO

Soybean derived phosphatidylserine synthetically targets OTUB2 epigenetic silencing in squamous cell carcinoma

Project description:Oral and esophageal squamous cell carcinomas (SCCs) are associated with high mortality, yet molecular mechanisms underlying these malignancies are largely unknown. We demonstrate that epigenetic silencing of otubain 2 (OTUB2), a previously recognized oncogene, drives SSCs initiation and drug resistance. Mechanistically, OTUB2 promotes deubiquitination and phosphorylation of signal transducer and activator of transcription 1 (STAT1), then activates transcriptional regulation of calmodulin-like protein 3 (CALML3). Activation of CALML3-mediated mitochondrial calcium signaling promotes oxidative phosphorylation (OXPHOS) and glycerophospholipid synthesis, among which phosphatidylserine (PS) is the most obviously affected. Orally administered soybean-derived PS dramatically inhibits low-OTUB2-expressed SCC initiation and increased sensitivity to chemotherapy in various mouse models. Our study indicates that the OTUB2/STAT1/CALML3/PS axis plays a critical tumor-suppressive role in SCCs, clarifies the low incidence of oral and esophageal SCCs in Western countries with a high-fat diet and demonstrates the potential of food supplementation with PS as a strategy for treatment and prevention of SCCs.

2022-09-19 | GSE172001 | GEO

Genome-scale methylation assessment did not identify prognostic biomarkers in oral tongue carcinomas

2016-07-18 | E-GEOD-79556 | biostudies-arrayexpress

miR-762 overexpression effect on tongue cancer cells

Project description:Analysis of SCC-15 tongue cancer cells overexpressing miR-762. miR-762 is frequently upregulated in primary tongue cancer. Results provide insight into the role of miR-762 in the pathogenesis of tongue cancer. We used micorarrays to detailed the genes regulated by miR-762 in SCC-15 cells.

2018-11-09 | GSE122328 | GEO

miR-611 overexpression effect on tongue cancer cells

Project description:Analysis of SCC-15 tongue cancer cells overexpressing miR-611. miR-611 is frequently upregulated in primary tongue cancer. Results provide insight into the role of miR-611 in the pathogenesis of tongue cancer. We used micorarrays to detailed the genes regulated by miR-611 in SCC-15 cells.

2019-12-01 | GSE129118 | GEO

Transciptome analysis of TP63 regulated pathways in HNSCC

Project description:Purpose: To identify TP63 expression regulated pathways in HNSCC Methods: A recombinant lentivirus encoding either NS shRNA or TP63 shRNA was introduced into a HNSCC cell line, FaDu. SCCs were gene generated by implanting either FaDu-NS shRNA (n=3) or FaDu-TP63 shRNA into the tongue of athymic nude mice. Tongue SCCs harvested at the end of study were used for transcriptome analysis

2019-03-15 | GSE120689 | GEO

OmicsDI is part of the ELIXIR infrastructure

OmicsDI is an Elixir interoperability service. Learn more ›

OmicsDI Databases

PRIDE
PeptideAtlas
MassIVE
JPOST Repository
Physiome Model Repository

EGA
EVA
ENA
LINCS
PAXDB
Cell Collective

MetaboLights
Metabolomics Workbench
MetabolomeExpress
GNPS
BioModels
FAIRDOMHub

ArrayExpress
dbGaP
ExpressionAtlas
GEO
NODE

Information

Databases
Help
API
Contact us
Code on GitHub
Terms of use
Submit Data