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Series GSE99420 Query DataSets for GSE99420
Status Public on May 21, 2018
Title Gene Expression Signatures Prognostic for Relapse in Stage I Testicular Germ Cell Tumors (TGCT)
Organism Homo sapiens
Experiment type Expression profiling by array
Summary Design, Setting and Participants We reviewed patients with SI non-seminoma (NS) and seminoma (S) from an institutional database (2000-2012) managed with active surveillance. NR-NS and NR-S patients were defined as having no evidence of relapse after 2 and 3 years of surveillance respectively. RNA extraction and gene expression analysis was performed on archival primary tumor samples. Outcome measurements and statistical analysis Gene-Set-Enrichment-Analysis (GSEA) was conducted in order to identify discriminating biological pathways associated with differentiation of R from NR and S from NS. Hierarchical clustering analysis and Wilcoxon testing were used to evaluate candidate genes and expression patterns that could differentiate NR from R. Results 57 patients (12 R-NS, 15 RS, 15 NR-NS, 15 NR-S) were identified with median relapse time of 5.6 (2.5-18.1) and 19.3 (4.7-65.3) months in NS and S cohorts respectively. 1039 differential expressed genes were identified that separated R and NR. In R patients, GSEA revealed enrichment in pathways associated with differentiation such as skeletal development (i.e. FGFR1, BMP4, GLI2, SPARC, COL2A1), tissue (i.e. BMP4, SPARC, COL13A1) and bone remodelling (i.e. CARTPT, GLI2, MGP). A discriminative gene expression profile between R and NR cases was discovered when combining NS and S samples using 10 (p=0.03) and 30 (p=0.03) probe signatures. However, this profile was not observed in the S and NS cohorts individually. Conclusions A discriminating signature for R and NR was identified for SI TGCT that was not histology specific. Genes associated with active differentiation were enriched in patients with R disease. Further validation is required to determine if this signature provides independent prognostic information to standard pathological risk factors.
 
Overall design We reviewed patients with SI non-seminoma (NS) and seminoma (S) from an institutional database (2000-2012) managed with active surveillance. NR-NS and NR-S patients were defined as having no evidence of relapse after 2 and 3 years of surveillance respectively. RNA extraction and gene expression analysis was performed on archival primary tumor samples.
 
Contributor(s) Hansen AR
Citation(s) 29726090
Submission date May 30, 2017
Last update date Jul 25, 2021
Contact name Benjamin Haibe-Kains
E-mail(s) benjamin.haibe.kains@utoronto.ca
Phone +14165818626
Organization name Princess Margaret Cancer Centre
Department Princess Margaret Research
Lab Bioinformatics and Computational Genomics
Street address 610 University Avenue
City Toronto
State/province Ontario
ZIP/Postal code M5G 2M9
Country Canada
 
Platforms (1)
GPL14951 Illumina HumanHT-12 WG-DASL V4.0 R2 expression beadchip
Samples (60)
GSM2643743 01-2873_T1_A
GSM2643744 59926_T1,2_A
GSM2643745 20122_T1,2_A
Relations
BioProject PRJNA388422

Download family Format
SOFT formatted family file(s) SOFTHelp
MINiML formatted family file(s) MINiMLHelp
Series Matrix File(s) TXTHelp

Supplementary file Size Download File type/resource
GSE99420_RAW.tar 96.0 Mb (http)(custom) TAR (of IDAT)
GSE99420_alldata_normalized_nonmediancentered.txt.gz 16.7 Mb (ftp)(http) TXT
Processed data included within Sample table
Processed data are available on Series record

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