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Published on: September 11, 2013
Evidence for systems-level molecular mechanisms of tumorigenesis
Pilar Hernández1, Jaime Huerta-Cepas, David Montaner
1Bioinformatics and Biostatistics Unit, and Translational Research Laboratory, Catalan Institute of Oncology, IDIBELL, L'Hospitalet, Barcelona, Spain. phgutierrez@ico.scs.es <phgutierrez@ico.scs.es>
Background:
Cancer arises from the consecutive acquisition of genetic alterations. Increasing evidence suggests that as a consequence of these alterations, molecular interactions are reprogrammed in the context of highly connected and regulated cellular networks. Coordinated reprogramming would allow the cell to acquire the capabilities for malignant growth.
Results:
Here, we determine the coordinated function of cancer gene products (i.e., proteins encoded by differentially expressed genes in tumors relative to healthy tissue counterparts, hereafter referred to as "CGPs") defined as their topological properties and organization in the interactome network. We show that CGPs are central to information exchange and propagation and that they are specifically organized to promote tumorigenesis. Centrality is identified by both local (degree) and global (betweenness and closeness) measures, and systematically appears in down-regulated CGPs. Up-regulated CGPs do not consistently exhibit centrality, but both types of cancer products determine the overall integrity of the network structure. In addition to centrality, down-regulated CGPs show topological association that correlates with common biological processes and pathways involved in tumorigenesis.
Conclusion:
Given the current limited coverage of the human interactome, this study proposes that tumorigenesis takes place in a specific and organized way at the molecular systems-level and suggests a model that comprises the precise down-regulation of groups of topologically-associated proteins involved in particular functions, orchestrated with the up-regulation of specific proteins.
Insights
Cancer gene products (CGPs) are central to cellular networks, with down-regulated CGPs showing specific organization that promotes tumorigenesis. This molecular systems-level organization is key to malignant growth.
Area of Science:
- Systems biology
- Cancer research
- Network biology
Background:
- Cancer develops through accumulating genetic alterations.
- These alterations reprogram molecular interactions within cellular networks.
- Coordinated reprogramming enables malignant growth capabilities.
Purpose of the Study:
- To investigate the coordinated function of cancer gene products (CGPs).
- To define CGPs by their topological properties and organization in the interactome network.
- To understand the role of CGPs in promoting tumorigenesis.
Main Methods:
- Analysis of topological properties (degree, betweenness, closeness) of CGPs in the interactome network.
- Identification of centrality measures for both up-regulated and down-regulated CGPs.
- Correlation analysis of topological associations with biological processes.
Main Results:
- Cancer gene products (CGPs) are central to information exchange in cellular networks.
- Down-regulated CGPs systematically exhibit centrality and topological associations with tumorigenesis pathways.
- Both up-regulated and down-regulated CGPs are crucial for overall network integrity.
Conclusions:
- Tumorigenesis occurs via organized molecular systems-level changes.
- A model of precise down-regulation of functionally-associated proteins, orchestrated with specific up-regulation, is proposed.
- This organized molecular reprogramming drives malignant growth.
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