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Protein interaction networks Lars Juhl Jensen
structure of interactions
physical networks
association networks
STRING
the cell cycle
essential process
grow and divide
one cell
two cells
four phases
G 1  phase
growth
S phase
DNA replication
G 2  phase
growth
M phase
cell division
 
regulation
gene expression
phosphorylation
targeted degradation
protein interactions
exercise 1
http://string-db.org
Szklarczyk, Franceschini et al.,  Nucleic Acids Research , 2011
 
 
association networks
guild by association
 
STRING
>1100 genomes
genomic context
gene fusion
Korbel et al.,  Nature Biotechnology , 2004
conserved neighborhood
Korbel et al.,  Nature Biotechnology , 2004
phylogenetic profiles
Korbel et al.,  Nature Biotechnology , 2004
protein interactions
Jensen & Bork,  Science , 2008
genetic interactions
Beyer et al.,  Nature Reviews Genetics , 2007
gene coexpression
 
curated knowledge
Letunic & Bork,  Trends in Biochemical Sciences , 2008
>10 km
text mining
Pafilis, O’Donoghue, Jensen et al.,  Nature Biotechnology , 2009
co-mentioning
NLP Natural Language Processing
different sources
Ensembl
RefSeq
BIND Biomolecular Interaction Network Database
BioGRID General Repository for Interaction Datasets
DIP Database of Interacting Proteins
IntAct
MINT Molecular Interactions Database
HPRD Human Protein Reference Database
PDB Protein Data Bank
GEO Gene Expression Omnibus
MIPS Munich Information center for Protein Sequences
Gene Ontology
BioCyc
KEGG Kyoto Encyclopedia of Genes and Genomes
PID NCI-Nature Pathway Interaction Database
Reactome
different formats
different names
CDC2
CDK1
P06493
not comparable
variable quality
 
confidence scores
von Mering et al.,  Nucleic Acids Research , 2005
transfer by orthology
von Mering et al.,  Nucleic Acids Research , 2005
combine scores
exercise 2
you are probably here
 
 
high confidence only
 
experiments only
 
evidence viewers
 
cell cycle analysis
gene expression
cell cultures
synchronization
microarrays
 
time courses
Gauthier et al.,  Nucleic Acids Research , 2007
cycling genes
time of peak expression
 
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
orthologs and paralogs
protein complexes
 
exercise 3
 
http://string-db.org
 
 
network expansion
 
 
what is known
 
external data
save network
 
open in Cytoscape
layout
clustering
project data onto network
de Lichtenberg, Jensen et al.,  Science , 2005
very flexible
lose the STRING interface
payload mechanism
show external data
nodes
edges
hosted on your server
exercise 4
 
http://cyclebase-string.jensenlab.org
 
 
network expansion
 
CDK–cyclin complexes
 
 
chemical networks
STITCH
STRING + chemicals
PubChem compounds
>74,000 small molecules
experimental data
BindingDB
ChEMBL
PDSP K i Psycoactive Drug Screening Program
PDB Protein Data Bank
drug targets
CTD Comparative Toxicogenomics Database
DrugBank
GLIDA GPCR-Ligand Database
Matador
TTD Therapeutic Target Database
metabolic pathways
BioCyc
KEGG Kyoto Encyclopedia of Genes and Genomes
Reactome
exercise 5
 
 
http://stitch-db.org
Kuhn et al.,  Nucleic Acids Research , 2010
 
 
what is known
 
thank you!

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