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Updated: Aug 7, 2026
07:55
Using SCOPE to Identify Potential Regulatory Motifs in Coregulated Genes
Published on: May 31, 2011
From components to regulatory motifs in signalling networks
1Department of Pharmacology and Biological Chemistry, Mount Sinai School of Medicine, 1 Gustave Levy Place, New York, NY 10029, USA. Avi.Maayan@mssm.edu
Briefings in Functional Genomics & Proteomics
|June 14, 2006
Summary
Biochemistry and molecular biology now focus on cellular systems, not just components. Computational models integrating experimental data and literature will enhance understanding of mammalian cell workings.
Area of Science:
- Biochemistry
- Molecular Biology
- Systems Biology
- Computational Biology
Background:
- Decades of research have identified numerous cellular components.
- A shift towards understanding how these components form functional systems is emerging.
- Cell signaling research exemplifies this systems-level approach.
Purpose of the Study:
- To explore the holistic perspective in cell signaling research.
- To highlight the integration of multiple cellular components in information processing and phenotypic changes.
- To address the challenges posed by multivariate data in computational biology.
Main Methods:
- Adopting a holistic perspective in cell signaling research.
- Utilizing advancements in experimental techniques for multi-component measurement and visualization.
- Developing computational models for cellular systems.
Main Results:
- A growing emphasis on viewing cellular systems holistically.
- Increased diversity and accuracy in experimental techniques for simultaneous component analysis.
- Emergence of computational biology challenges and opportunities from high-throughput data.
Conclusions:
- Understanding cellular systems requires a holistic approach beyond individual components.
- Advanced experimental techniques generate complex data necessitating sophisticated computational models.
- Integrating high-throughput data with literature knowledge will accelerate the understanding of mammalian cell functions.
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