Upload
lars-juhl-jensen
View
270
Download
0
Embed Size (px)
DESCRIPTION
EMBO Practical Course on Methods in Cell Biology: Exploring the Dynamics of Cellular Organization, European Molecular Biology Laboratory, Heidelberg, Germany, August 23-31, 2007
Citation preview
Bioinformatics of cellular processesProtein networks, signaling and regulation
Lars Juhl Jensen
EMBL Heidelberg
functional networks
data integration
protein interactions
genetic interactions
gene coexpression
genomic context methods
gene neighborhood
gene fusion
phylogenetic profiles
literature mining
curated knowledge
variable quality
benchmarking
probabilistic network
signaling networks
phosphoproteomics
in vivo phosphosites
kinases are unknown
computational methods
overprediction
context
scaffolders
interaction networks
NetworKIN
benchmarking
DNA damage response
experimental validation
dynamic networks
the cell cycle
microarrays
expression profiles
cell-cycle-regulated genes
protein interactions
temporal network
global observations
dynamic and static subunits
consistent timing
phosphorylation by CDK
27% of dynamic proteins
8% of static proteins
targeted degradation
44% of dynamic proteins
29% of static proteins
just-in-time assembly
summary
networks
data integration
highly specific predictions
new biological principles
Acknowledgments
The STRING database– Christian von Mering– Michael Kuhn– Berend Snel– Martijn Huynen– Sean Hooper– Samuel Chaffron– Julien Lagarde– Mathilde Foglierini– Peer Bork
• Cell-cycle regulation– Ulrik de Lichtenberg– Thomas Skøt Jensen– Søren Brunak– Peer Bork
The NetworKIN method– Rune Linding– Gerard Ostheimer– 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