Protein networks: A basis for large-scale data mining

Protein networksA basis for large-scale data mining

Lars Juhl Jensen

Phase 1association networks

STRING

Jensen, Kuhn et al., Nucleic Acids Research, 2009

genomic context

Korbel et al., Nature Biotechnology, 2004

gene coexpression

protein interactions

Jensen & Bork, Science, 2008

curated knowledge

Letunic & Bork, Trends in Biochemical Sciences, 2008

literature mining

confidence scores

von Mering et al., Nucleic Acids Research, 2005

transfer by orthology

probabilistic integration

Frishman et al., Modern Genome Annotation, 2009

Phase 2signaling networks

phosphoproteomics

signaling events

sequence motifs

Miller, Jensen et al., Science Signaling, 2008

NetPhorest

Miller, Jensen et al., Science Signaling, 2008

NetworKIN

Linding, Jensen, Ostheimer et al., Cell, 2007

benchmarking

context is crucial

use cases

DNA damage response

cell-cycle kinases

Phase 3dynamic networks

cell-cycle regulation

microarray time courses

Gauthier et al., Nucleic Acids Research, 2007

protein interactions

temporal network

de Lichtenberg, Jensen et al., Science, 2005

just-in-time assembly

de Lichtenberg, Jensen et al., Cell Cycle, 2007

evolutionary flexibility

individual genes

Jensen, Jensen, de Lichtenberg et al., Nature, 2006

protein complexes

phosphorylation

co-evolution

summary

networks

data integration

specific predictions

systems properties

AcknowledgmentsNetPhorest.info

– Rune Linding– Martin Lee Miller– Francesca Diella– Claus Jørgensen– Michele Tinti– Lei Li– Marilyn Hsiung– Sirlester A. Parker– Jennifer Bordeaux– Thomas Sicheritz-Pontén– Marina Olhovsky– Adrian Pasculescu– Jes Alexander– Stefan Knapp– Nikolaj Blom– Peer Bork– Shawn Li– Gianni Cesareni– Tony Pawson– Benjamin E. Turk– Michael B. Yaffe– Søren Brunak

STRING-DB.org– Christian von Mering– Michael Kuhn– Manuel Stark– Samuel Chaffron– Chris Creevey– Jean Muller– Tobias Doerks– Philippe Julien– Alexander Roth– Milan Simonovic– Jan Korbel– Berend Snel– Martijn Huynen– Peer Bork

Cyclebase.org– Ulrik de Lichtenberg– Thomas Skøt Jensen– Nicholas Paul Gauthier– Rasmus Wernersson– Søren Brunak

NetworKIN.info– Rune Linding– Gerard Ostheimer– Heiko Horn– Martin Lee Miller– Francesca Diella– Karen Colwill– Jing Jin– Pavel Metalnikov– Vivian Nguyen– Adrian Pasculescu– Jin Gyoon Park– Leona D. Samson– Rob Russell– Peer Bork– Michael Yaffe– Tony Pawson

larsjuhljensen

Protein networks: A basis for large-scale data mining

Technology

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