analysis and visualisation of rdf resources in ondex · data integration and visualisation in ondex...

15
Analysis and visualisation of RDF resources in Ondex Catherine Canevet [email protected] Nature Precedings : doi:10.1038/npre.2010.5430.1 : Posted 23 Dec 2010

Upload: others

Post on 18-Jul-2020

2 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Analysis and visualisation of RDF resources in Ondex

Catherine [email protected]

Nat

ure

Pre

cedi

ngs

: doi

:10.

1038

/npr

e.20

10.5

430.

1 : P

oste

d 23

Dec

201

0

Page 2: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Motivation

Biomedical resources provide info on the Semantic Web 

Potential to advance biomedical research  Need for tools 

Data reduction Data visualization Interactive analysis capabilities

Nat

ure

Pre

cedi

ngs

: doi

:10.

1038

/npr

e.20

10.5

430.

1 : P

oste

d 23

Dec

201

0

Page 3: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Ondex: a platform to exploit the Semantic Web

1) all information can be represented as a graph

2) all elements of the graph can be annotated with ontologies

3) data model conformant to Semantic Web framework,           in particular to RDF

 Ondex ideally positionedNat

ure

Pre

cedi

ngs

: doi

:10.

1038

/npr

e.20

10.5

430.

1 : P

oste

d 23

Dec

201

0

Page 4: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Data integration and visualisation in Ondex

Data analysisData Integration

Data Input

HypothesisNew experiments

Ontologies & Free Text

Biological Databases

Experimental DataData alignment

• Concept mapping

• Sequence analysis

• Text mining

Graph of concepts and 

relations 

Parse Export

Nat

ure

Pre

cedi

ngs

: doi

:10.

1038

/npr

e.20

10.5

430.

1 : P

oste

d 23

Dec

201

0

Page 5: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Data reduction and representation methods

Filter on centrality

Filter on confidence

Nat

ure

Pre

cedi

ngs

: doi

:10.

1038

/npr

e.20

10.5

430.

1 : P

oste

d 23

Dec

201

0

Page 6: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Nat

ure

Pre

cedi

ngs

: doi

:10.

1038

/npr

e.20

10.5

430.

1 : P

oste

d 23

Dec

201

0

Page 7: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Demo

Interactive importer based on SPARQL Query­driven construction of datasets Bring information from different RDF data 

resources into Ondex

Welcome feedback on our prototype

Nat

ure

Pre

cedi

ngs

: doi

:10.

1038

/npr

e.20

10.5

430.

1 : P

oste

d 23

Dec

201

0

Page 8: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Data used in demointegrated by Keywan Hassani-Pak

AHD

Poplar KB

1. Input 45778 predicted poplar genes 

2. Data IntegrationPoplarCyc, Poplar TFDB

3. Comparative GenomicsBLAST against UniProt PlantsHMMer against PfamInparanoid to Arabidopsis

4. Autom. Function PredictionGene, Plant and Trait Ontology

5. Text MiningCo­occurrence of genes and traits in Medline abstracts

Nat

ure

Pre

cedi

ngs

: doi

:10.

1038

/npr

e.20

10.5

430.

1 : P

oste

d 23

Dec

201

0

Page 9: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Connecting and queryingN

atur

e P

rece

ding

s : d

oi:1

0.10

38/n

pre.

2010

.543

0.1

: Pos

ted

23 D

ec 2

010

Page 10: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Right-click pre-defined queriesN

atur

e P

rece

ding

s : d

oi:1

0.10

38/n

pre.

2010

.543

0.1

: Pos

ted

23 D

ec 2

010

Page 11: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Filling attributesN

atur

e P

rece

ding

s : d

oi:1

0.10

38/n

pre.

2010

.543

0.1

: Pos

ted

23 D

ec 2

010

Page 12: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Proteins related to shoot branchingN

atur

e P

rece

ding

s : d

oi:1

0.10

38/n

pre.

2010

.543

0.1

: Pos

ted

23 D

ec 2

010

Page 13: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Colour proteins by taxonomy IDN

atur

e P

rece

ding

s : d

oi:1

0.10

38/n

pre.

2010

.543

0.1

: Pos

ted

23 D

ec 2

010

Page 14: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Scale relation based on BLASTN

atur

e P

rece

ding

s : d

oi:1

0.10

38/n

pre.

2010

.543

0.1

: Pos

ted

23 D

ec 2

010

Page 15: Analysis and visualisation of RDF resources in Ondex · Data integration and visualisation in Ondex Data Data analysis Integration Data Input Hypothesis New experiments Ontologies

Acknowledgements

Artem Lysenko

Andrea Splendiani

Matthew Pocock

Chris RawlingsNat

ure

Pre

cedi

ngs

: doi

:10.

1038

/npr

e.20

10.5

430.

1 : P

oste

d 23

Dec

201

0