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Meta analysis of gene expression changes upon treatment of A549 cells with anti-cancer drugs to identify universal responses
- Source :
- Computers in Biology and Medicine. 42:1141-1149
- Publication Year :
- 2012
- Publisher :
- Elsevier BV, 2012.
-
Abstract
- A meta-analysis of publicly available gene expression changes in A549 cells upon treatment with anti-cancer drugs is reported. To reduce false positives, both fold-change and significance level cutoffs were used. Simulated datasets and permutation analysis were used to guide choice of ratio cutoff. Of the genes identified, FDXR is the only gene differentially expressed in six of the seven drug treatments. Though FDXR has been reported to be differentially expressed upon treatment with 5-fluorouracil and its expression correlated to long term disease survival, to our knowledge this is a first study implicating a wide effect of anti-cancer drug treatment on FDXR expression. The other genes identified which are differentially expressed in four out of the seven drug treatments are CDKN1A and PARVB which are upregulated and MYC, HBP1, LDLR, SIM2, ALX1 and GPHN which are downregulated.
- Subjects :
- Drug
Lung Neoplasms
media_common.quotation_subject
Antineoplastic Agents
Health Informatics
Disease
Biology
Bioinformatics
Cell Line, Tumor
Gene expression
Cluster Analysis
Humans
Computer Simulation
Gene
Oligonucleotide Array Sequence Analysis
media_common
Regulation of gene expression
Gene Expression Profiling
Computational Biology
Reproducibility of Results
Computer Science Applications
Gene Expression Regulation, Neoplastic
Cell culture
SIM2
Meta-analysis
Signal Transduction
Subjects
Details
- ISSN :
- 00104825
- Volume :
- 42
- Database :
- OpenAIRE
- Journal :
- Computers in Biology and Medicine
- Accession number :
- edsair.doi.dedup.....a30180b632fb78fdc61959339fe9058d
- Full Text :
- https://doi.org/10.1016/j.compbiomed.2012.09.006