Implementing an online tool for genome-wide validation of survival-associated biomarkers in ovarian-cancer using microarray data from 1287 patients
Hungarian Academy of Sciences · Semmelweis University · +3 more institutions
Abstract
The validation of prognostic biomarkers in large independent patient cohorts is a major bottleneck in ovarian cancer research. We implemented an online tool to assess the prognostic value of the expression levels of all microarray-quantified genes in ovarian cancer patients. First, a database was set up using gene expression data and survival information of 1287 ovarian cancer patients downloaded from Gene Expression Omnibus and The Cancer Genome Atlas (Affymetrix HG-U133A, HG-U133A 2.0, and HG-U133 Plus 2.0 microarrays). After quality control and normalization, only probes present on all three Affymetrix platforms were retained (n=22,277). To analyze the prognostic value of the selected gene, we divided the…
Citation impact
- FWCI
- 29.82
- Percentile
- 100%
- References
- 105
Authors
3Topics & keywords
- Ovarian cancer
- Microarray
- Oncology
- Hazard ratio
- Microarray analysis techniques
- Gene chip analysis
- Cancer
- Medicine