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Tools & Databases of Short Linear Motifs Holger Dinkel EMBO Practical Course: “Computational Analysis of Protein-Protein Interactions: Sequences, Networks and Diseases” Budapest, 03. 06. 2016 1 / 23 Tools & Databases of Short Linear Motifs N

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Page 1: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

Tools & Databases of Short LinearMotifs

Holger DinkelEMBO Practical Course:

“Computational Analysis of Protein-Protein Interactions:Sequences, Networks and Diseases”

Budapest, 03. 06. 2016

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PROTEIN PHOSPHORYLATION SITES

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”Spatial exclusivity combined with positive and negative selection of phosphorylation motifs is the basis forcontext-dependent mitotic signaling“ ; ALEXANDER ET AL.; (SCI. SIG 2011)

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PROTEIN PHOSPHORYLATION SITES

Kinase -3 -2 -1 0 1 2 3Cdk1 . . . p[ST] P . [KR]Plk1 . [DEN] . p[ST] [ILMVFWY] . .

Nek2 [FML] [!P] [!P] p[ST] [ILMV] . .AuroraA R [KR] . p[ST] [!P] . .AuroraB . R [KR] p[ST] [!P] . .

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”Spatial exclusivity combined with positive and negative selection of phosphorylation motifs is the basis forcontext-dependent mitotic signaling“ ; ALEXANDER ET AL.; (SCI. SIG 2011)

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PROTEIN PHOSPHORYLATION SITES

Kinase -3 -2 -1 0 1 2 3Cdk1 . . . p[ST] P . [KR]Plk1 . [DEN] . p[ST] [ILMVFWY] . .

Nek2 [FML] [!P] [!P] p[ST] [ILMV] . .AuroraA R [KR] . p[ST] [!P] . .AuroraB . R [KR] p[ST] [!P] . .

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”Spatial exclusivity combined with positive and negative selection of phosphorylation motifs is the basis forcontext-dependent mitotic signaling“ ; ALEXANDER ET AL.; (SCI. SIG 2011)

Page 5: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

PROTEIN PHOSPHORYLATION SITES

Kinase -3 -2 -1 0 1 2 3Cdk1 . . . p[ST] P . [KR]Plk1 . [DEN] . p[ST] [ILMVFWY] . .

Nek2 [FML] [!P] [!P] p[ST] [ILMV] . .AuroraA R [KR] . p[ST] [!P] . .AuroraB . R [KR] p[ST] [!P] . .

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”Spatial exclusivity combined with positive and negative selection of phosphorylation motifs is the basis forcontext-dependent mitotic signaling“ ; ALEXANDER ET AL.; (SCI. SIG 2011)

Page 6: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

PROTEIN PHOSPHORYLATION SITES

Kinase localization in Metaphase:Cdk1 whole cellPlk1 kinetochores

Aurora A centrosomes & microtubulesAurora B centromeres & spindle

Nek2 centrosomes

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”Spatial exclusivity combined with positive and negative selection of phosphorylation motifs is the basis forcontext-dependent mitotic signaling“ ; ALEXANDER ET AL.; (SCI. SIG 2011)

Page 7: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

PHOSPHO.ELM

Phospho.ELM

Database of experimentally verified phosphorylation sites in eukaryotic proteins.Current release contains 8,718 protein entries covering more than 42,500 instances. (Instances arefully linked to literature references.)

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PHOSPHO.ELM

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PHOSPHO.ELM

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PHOSPHO.ELM

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LINK OUT TO OTHER DATABASES

Links to:

STRING

NetworKin

Phosida

Phospho3D

Display:

MINT interactions

GO-Terms

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VIEW CONSERVATION IN JALVIEW

Precalculated conservation scores for the phosphorylation sites are presented using Jalview

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PHOSPHOSITEPLUS

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PHOSPHOSITEPLUS

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PHOSPHOSITEPLUS

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PHOSPHOSITEPLUS

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QUESTIONS?

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THE ELM SERVER

The resource

is a collection of more than 240 thoroughly annotated motif classes with over2700 annotated instances.It is also a prediction tool to detect these motifs in protein sequences employingdifferent filters to distinguish between functional and non-functional motifinstances.

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”ELM 2016-data update and new functionality of the eukaryotic linear motif resource.“ ; DINKEL H, VAN ROEY K, MICHAEL S,KUMAR M, UYAR B, ALTENBERG B, MILCHEVSKAYA V, . . . DAVEY NE, DIELLA F, GIBSON TJ.; (NUCLEIC ACIDS RES. 2016)

Page 19: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

THE ELM SERVER

The resource

is a collection of more than 240 thoroughly annotated motif classes with over2700 annotated instances.It is also a prediction tool to detect these motifs in protein sequences employingdifferent filters to distinguish between functional and non-functional motifinstances.

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”ELM 2016-data update and new functionality of the eukaryotic linear motif resource.“ ; DINKEL H, VAN ROEY K, MICHAEL S,KUMAR M, UYAR B, ALTENBERG B, MILCHEVSKAYA V, . . . DAVEY NE, DIELLA F, GIBSON TJ.; (NUCLEIC ACIDS RES. 2016)

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THE ELM DATABASE

ELM Class

Condensed information about a motif. RegularExpressions used to annotate the motif (eg.”[KR]xLx{0,1}[FYLIVMP]for Cyclin motif)

ELM Instance

An experimentally verified instance ofan ELM class in a particular sequence.

Experimental EvidencesMethodsReferencesInteractions

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THE ELM DATABASE

ELM Class

Condensed information about a motif. RegularExpressions used to annotate the motif (eg.”[KR]xLx{0,1}[FYLIVMP]for Cyclin motif)

ELM Instance

An experimentally verified instance ofan ELM class in a particular sequence.

Experimental EvidencesMethodsReferencesInteractions

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THE ELM DATABASE

ELM Class

Condensed information about a motif. RegularExpressions used to annotate the motif (eg.”[KR]xLx{0,1}[FYLIVMP]for Cyclin motif)

ELM Instance

An experimentally verified instance ofan ELM class in a particular sequence.

Experimental EvidencesMethodsReferencesInteractions

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THE ELM DATABASE

ELM Class

Condensed information about a motif. RegularExpressions used to annotate the motif (eg.”[KR]xLx{0,1}[FYLIVMP]for Cyclin motif)

ELM Instance

An experimentally verified instance ofan ELM class in a particular sequence.

Experimental EvidencesMethodsReferencesInteractions

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Page 24: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

THE ELM DATABASE

ELM Class

Condensed information about a motif. RegularExpressions used to annotate the motif (eg.”[KR]xLx{0,1}[FYLIVMP]for Cyclin motif)

ELM Instance

An experimentally verified instance ofan ELM class in a particular sequence.

Experimental EvidencesMethodsReferencesInteractions

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Page 25: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

THE ELM DATABASE

ELM Class

Condensed information about a motif. RegularExpressions used to annotate the motif (eg.”[KR]xLx{0,1}[FYLIVMP]for Cyclin motif)

ELM Instance

An experimentally verified instance ofan ELM class in a particular sequence.

Experimental EvidencesMethodsReferencesInteractions

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Page 26: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

THE ELM DATABASE

ELM Class

Condensed information about a motif. RegularExpressions used to annotate the motif (eg.”[KR]xLx{0,1}[FYLIVMP]for Cyclin motif)

ELM Instance

An experimentally verified instance ofan ELM class in a particular sequence.

Experimental EvidencesMethodsReferencesInteractions

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”iELM – a web server to explore short linear motif-mediated interactions.“ ; WEATHERITT, JEHL, DINKEL & GIBSON ;(NUCLEIC ACIDS RES. 2012)

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ELM DATABASE

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ELM DATABASE

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ELM DATABASE

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ELM DATABASE:DISEASES

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ELM DATABASE:PATHWAYS

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ELM PREDICTION TOOL

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ELM PREDICTION TOOL

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VIEW CONSERVATION IN JALVIEW

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Questions?

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Page 36: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

LINEAR MOTIFS AS MOLECULAR SWITCHES

Short Linear Motifs

are compact, degenerate protein interaction interfaces (in IDRs)

are ubiquitous in eukaryotic proteomes and mediate many regulatoryfunctions:

directing ligand bindingproviding docking sites for modifying enzymescontrolling protein stabilityacting as signals to target proteins to specific subcellular locations

Motif-mediated interactions

occur with low affinity,

are transient & reversible

can be easily modulated.

Motifs mediate switches

This makes SLiMs ideal regulatory modules and enable them to conditionally switch between “on” and“off” states or between multiple, functionally distinct on states.

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”The switches.ELM Resource: A Compendium of Conditional Regulatory Interaction Interfaces“ ; VAN ROEY, DINKEL,WEATHERITT, GIBSON AND DAVEY; (SCIENCE SIGNALING. 2013)

Page 37: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

LINEAR MOTIFS AS MOLECULAR SWITCHES

Short Linear Motifs

are compact, degenerate protein interaction interfaces (in IDRs)

are ubiquitous in eukaryotic proteomes and mediate many regulatoryfunctions:

directing ligand bindingproviding docking sites for modifying enzymescontrolling protein stabilityacting as signals to target proteins to specific subcellular locations

Motif-mediated interactions

occur with low affinity,

are transient & reversible

can be easily modulated.

Motifs mediate switches

This makes SLiMs ideal regulatory modules and enable them to conditionally switch between “on” and“off” states or between multiple, functionally distinct on states.

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”The switches.ELM Resource: A Compendium of Conditional Regulatory Interaction Interfaces“ ; VAN ROEY, DINKEL,WEATHERITT, GIBSON AND DAVEY; (SCIENCE SIGNALING. 2013)

Page 38: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

LINEAR MOTIFS AS MOLECULAR SWITCHES

Short Linear Motifs

are compact, degenerate protein interaction interfaces (in IDRs)

are ubiquitous in eukaryotic proteomes and mediate many regulatoryfunctions:

directing ligand bindingproviding docking sites for modifying enzymescontrolling protein stabilityacting as signals to target proteins to specific subcellular locations

Motif-mediated interactions

occur with low affinity,

are transient & reversible

can be easily modulated.

Motifs mediate switches

This makes SLiMs ideal regulatory modules and enable them to conditionally switch between “on” and“off” states or between multiple, functionally distinct on states.

19 / 23Tools & Databases of Short Linear Motifs

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”The switches.ELM Resource: A Compendium of Conditional Regulatory Interaction Interfaces“ ; VAN ROEY, DINKEL,WEATHERITT, GIBSON AND DAVEY; (SCIENCE SIGNALING. 2013)

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LINEAR MOTIFS AS MOLECULAR SWITCHES

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LINEAR MOTIFS AS MOLECULAR SWITCHES

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LINEAR MOTIFS AS MOLECULAR SWITCHES

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LINEAR MOTIFS AS MOLECULAR SWITCHES

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LINEAR MOTIFS AS MOLECULAR SWITCHES

The switches.ELM database curates experimentally validated motif-basedmolecular switches.In addition, based on these validated instances, the switches.ELM prediction toolwas developed to identify possible switching mechanisms that might regulate amotif-containing protein of interest.

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LINEAR MOTIFS AS MOLECULAR SWITCHES

The switches.ELM database curates experimentally validated motif-basedmolecular switches.In addition, based on these validated instances, the switches.ELM prediction toolwas developed to identify possible switching mechanisms that might regulate amotif-containing protein of interest.

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PROTEIN VISUALIZATION (PROVIZ)

ProViz http://proviz.ucd.ie/ is a tool to visualize biological data allowingthe investigation of functional and evolutionary protein features. The tool isdesigned to be an intuitive and accessible resource to allow users with limitedbioinformatic skills to rapidly access and visualise data pertinent to their research.

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”ProViz-a web-based visualization tool to investigate the functional and evolutionary features of proteinsequences.“ ; JEHL P, MANGUY J, SHIELDS DC, HIGGINS DG, DAVEY NE.; (NUCLEIC ACIDS RES. 2016 APR 16)

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PROTEIN VISUALIZATION (PROVIZ)

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”ProViz-a web-based visualization tool to investigate the functional and evolutionary features of proteinsequences.“ ; JEHL P, MANGUY J, SHIELDS DC, HIGGINS DG, DAVEY NE.; (NUCLEIC ACIDS RES. 2016 APR 16)

Page 47: Tools & Databases of Short Linear Motifs - GitHub Pagesaidanbudd.github.io/ppisnd/trainingMaterial/holgerDinkel/linear_motifs/... · PROTEIN PHOSPHORYLATION SITES 2 / 23 Tools & Databases

PROTEIN VISUALIZATION (PROVIZ)

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”ProViz-a web-based visualization tool to investigate the functional and evolutionary features of proteinsequences.“ ; JEHL P, MANGUY J, SHIELDS DC, HIGGINS DG, DAVEY NE.; (NUCLEIC ACIDS RES. 2016 APR 16)

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Questions?

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