networks in biology - rice university

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Bioinformatics: Network Analysis Networks in Biology COMP 572 (BIOS 572 / BIOE 564) - Fall 2013 Luay Nakhleh, Rice University 1

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Page 1: Networks in Biology - Rice University

Bioinformatics: Network AnalysisNetworks in BiologyCOMP 572 (BIOS 572 / BIOE 564) - Fall 2013Luay Nakhleh, Rice University

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Page 2: Networks in Biology - Rice University

Transcriptional Networks

Systems of transcription factors (TFs) and their target genes

[Source: Wikimedia]

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Page 3: Networks in Biology - Rice University

Signaling Networks

Systems of signaling proteins and their interactions

[Source: Wikimedia]

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Page 4: Networks in Biology - Rice University

Metabolic Networks

Systems of chemical reactions that convert nutrients into cellularmaterials or use them to provide energy

[Source: Wikimedia]

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Page 5: Networks in Biology - Rice University

Protein Interaction Networks

Systems of proteins and their interactions

[Source: Barabasi et al., 2004]

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Page 6: Networks in Biology - Rice University

Neuronal Networks

Systems of neurons and their interactions

[Source: neuralwiki.blogpost.com]

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Page 7: Networks in Biology - Rice University

Ecological Networks

[Source: Wikimedia]

Systems of organisms and their interactions

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Page 8: Networks in Biology - Rice University

Phylogenetic Networks

Reticulate evolutionary histories

[Source: Teshima and Innan, 2012]

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Page 9: Networks in Biology - Rice University

Social Interaction Networks

Systems of individuals and their interactions

[Source: Christakis and Fowler, 2007]

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Page 10: Networks in Biology - Rice University

Keep In Mind

✤ A network can represent any system of entities where pairwise relationships can be established...

✤ The network representation lends the system to a wide array of network-oriented analytical and visualization tools.

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