Targeting changes in cancer: assessing pathway stability by comparing pathway gene expression coherence levels in tumor and normal tissues.
The purpose of this study is to examine gene expression changes occurring in cancer from a pathway perspective by analyzing the level of pathway coherence in tumor tissues in comparison with their normal counterparts. Instability in pathway regulation patterns can be considered either as a result of or as a contributing factor to genetic instability and possibly cancer. Our analysis has identified pathways that show a significant change in their coherence level in tumor tissues, some of which are tumor type specific, indicating novel targets for cancer type-specific therapies. Pathways are found to have a general tendency to lose their gene expression coherence in tumor tissues when compared with normal tissues, especially for signaling pathways. The selective growth advantage of cancer cells over normal cells seems to originate from their preserved control over vital pathways to ensure survival and altered signaling, allowing excessive proliferation. We have additionally investigated the tissue-related instability of pathways, providing valuable clues to the cellular processes underlying the tumorigenesis and/or growth of specific cancer types. Pathways that contain known cancer genes (i.e., "cancer pathways") show significantly greater instability and are more likely to become incoherent in tumor tissues. Finally, we have proposed strategies to target instability (i.e., pathways that are prone to changes) by identifying compound groups that show selective activity against pathways with a detectable coherence change in cancer. These results can serve as guidelines for selecting novel agents that have the potential to specifically target a particular pathway that has relevance in cancer.
Huang
Ruili
R
Developmental Therapeutics Program, Screening Technologies Branch, Laboratory of Computational Technologies, National Cancer Institute-Frederick, Frederick, MD 21702, USA.
Wallqvist
Anders
A
Covell
David G
DG
D015870:Gene Expression; D015972:Gene Expression Regulation, Neoplastic; D006801:Humans; D009154:Mutation / Q000235:genetics; D009369:Neoplasms / Q000235:genetics*; D020411:Oligonucleotide Array Sequence Analysis / Q000379:methods