SlideShare a Scribd company logo
1 of 22
Multi-omics Pathway Visualization

Integration of interaction and flux data in PathVisio




                    Anwesha Dutta
                    BiGCaT - Maastricht University

Bio-IT World Europe Conference & Expo 2012, 11 October, Vienna
Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   1
From Data to Visualization
                                                                         Data enriched
 Experimentation and                           Pathway                     Pathway
    data collection




                                  Genes

                            Proteins

                   Metabolites

             Interactions




Multi-omics Pathway Visualization         Bio-IT World Europe Conference & Expo 2012     2
What are Pathways?




Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   3
Pathway Representation


                                                       Metabolites
                                                       Proteins
                                        Nodes          Transcripts
                                                       miRNAs
                                                       SNPs
                                                       ...

                                                        Flux values
                                         Edges          Confidence
                                                        scores
                                                        ...


Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   4
Pathway Databases                                        >300 pathway resources




Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012    5
Wikipathways                                                          www.wikipathways.org


     • Wiki for biological pathways
     • Free and open source resource
     • Kegg & Reactome pathways also available



      Share, curate
      & discuss!
Kelder T, van Iersel MP, Hanspers K, Kutmon M, Conklin BR, Evelo C, Pico AR. (2011) WikiPathways: building research communities on
biological pathways. NAR doi: 10.1093/nar/gkr1074


   Multi-omics Pathway Visualization               Bio-IT World Europe Conference & Expo 2012                                  6
What is Data?
Quantitative information about the different elements of a
pathway, obtained experimentally or by modeling.




Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   7
Why visualize Data?
                                A picture is worth a
                                thousand words
                                                    ~Fred Barnard




  Visual representations
  of experimental results
  ease understanding.
Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   8
PathVisio                                                                            www.pathvisio.org




Presenting and exploring biological pathways with PathVisio. van Iersel MP, Kelder T, Pico AR, Hanspers K, Coort S, Conklin
BR, Evelo C. BMC Bioinformatics 2008, 9:399 (25 Sep 2008)


Multi-omics Pathway Visualization                Bio-IT World Europe Conference & Expo 2012                                   9
Drawing biological pathways




Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   10
Download pathways
                                                                    Wikipathways




Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   11
Data File Format

• PathVisio accepts delimited text files
• Prepare and export from Excel




Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   12
Download annotation databases
   www.pathvisio.org/PathVisioDownload




A database for mapping interaction identifiers
is in development and coming soon!
Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   13
Database identifier mapping

 Your data
                                    BridgeDB                 A pathway

                                                                             HMDB
      HMDB00122                                                    HMDB00122

                                                                             Kegg
                                                                             Compound
      HMDB01401                                                        C00092




                                                                             PubChem
      HMDB00124                                                         69507



Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012         14
BridgeDb                                                                            www.bridgedb.org

 • Id mapping framework for bioinformatics
   applications
 • Translates identifiers from one system to
   another
 • Links out to online information for an identifier




Create your own BridgeDb derby database!
http://www.bridgedb.org/wiki/BridgeDbCreator
 The BridgeDb framework: standardized access to gene, protein and metabolite identifier mapping services. van Iersel MP, Pico
AR, Kelder T, Gao J, Ho I, Hanspers K, Conklin BR, Evelo CT. BMC Bioinformatics. 2010 Jan 4;11(1):5.


Multi-omics Pathway Visualization               Bio-IT World Europe Conference & Expo 2012                                  15
Data mapped




Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   16
Data Visualized
 Legend:
            Metabolites visualized
   0    5
            with a color gradient

            Positive fluxes

            Negative fluxes

 Thickness of the arrows
 correspond to the amount of
 flux


  Example case :Flux & metabolite data
  visualized together
Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   17
Export Pathway

• Export to image formats




                                                                   PNG




Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   18
Incorporation into workflows
                                           PathVisio


                                    PathVisioRPC




Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   19
PathVisio pointers
• Completely free and open source

• Fully compatible with Wikipathways

• Modular architecture, easily extendable

• Easy incorporation into pipelines

• Very active mailing list
Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   20
Acknowledgements

                                                           General Bioinformatics,
                                                           Reading,UK


  Gladstone Institutes, SF,
  USA


                                               Max Planck Instt., TNO, Zeist, NL
                                               Berlin,Germany
                                                                           Funding

   Maastricht University, NL


 and many contributors around the

Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012       21
Thank you for your time and attention!




                               http://www.pathvisio.com/
                                    wiki/PathVisioTutorials


            wikipathways-discuss@googlegroups.com
            anwesha.dutta@maastrichtuniversity.nl
Multi-omics Pathway Visualization   Bio-IT World Europe Conference & Expo 2012   22

More Related Content

Viewers also liked

The Seven Deadly Sins of Bioinformatics
The Seven Deadly Sins of BioinformaticsThe Seven Deadly Sins of Bioinformatics
The Seven Deadly Sins of BioinformaticsDuncan Hull
 
The Galaxy framework as a unifying bioinformatics solution for multi-omic dat...
The Galaxy framework as a unifying bioinformatics solution for multi-omic dat...The Galaxy framework as a unifying bioinformatics solution for multi-omic dat...
The Galaxy framework as a unifying bioinformatics solution for multi-omic dat...pratikomics
 
Applications Of Bioinformatics In Drug Discovery And Process
Applications Of Bioinformatics In Drug Discovery And ProcessApplications Of Bioinformatics In Drug Discovery And Process
Applications Of Bioinformatics In Drug Discovery And ProcessProf. Dr. Basavaraj Nanjwade
 
2015 vancouver-vanbug
2015 vancouver-vanbug2015 vancouver-vanbug
2015 vancouver-vanbugc.titus.brown
 

Viewers also liked (7)

Omics Integration
Omics IntegrationOmics Integration
Omics Integration
 
Biomarkers omics 1
Biomarkers omics 1Biomarkers omics 1
Biomarkers omics 1
 
The Seven Deadly Sins of Bioinformatics
The Seven Deadly Sins of BioinformaticsThe Seven Deadly Sins of Bioinformatics
The Seven Deadly Sins of Bioinformatics
 
The Galaxy framework as a unifying bioinformatics solution for multi-omic dat...
The Galaxy framework as a unifying bioinformatics solution for multi-omic dat...The Galaxy framework as a unifying bioinformatics solution for multi-omic dat...
The Galaxy framework as a unifying bioinformatics solution for multi-omic dat...
 
Omics era
Omics eraOmics era
Omics era
 
Applications Of Bioinformatics In Drug Discovery And Process
Applications Of Bioinformatics In Drug Discovery And ProcessApplications Of Bioinformatics In Drug Discovery And Process
Applications Of Bioinformatics In Drug Discovery And Process
 
2015 vancouver-vanbug
2015 vancouver-vanbug2015 vancouver-vanbug
2015 vancouver-vanbug
 

Similar to Multi-omics Pathway Visualization

Biobanks a cornerstone of Research Infrastructure
Biobanks a cornerstone of Research InfrastructureBiobanks a cornerstone of Research Infrastructure
Biobanks a cornerstone of Research InfrastructureEuroBioForum
 
Knowledge Discovery using an Integrated Semantic Web
Knowledge Discovery using an Integrated Semantic WebKnowledge Discovery using an Integrated Semantic Web
Knowledge Discovery using an Integrated Semantic WebMichel Dumontier
 
FAIR Data Bridging from researcher data management to ELIXIR archives in the...
FAIR Data Bridging from researcher data management to ELIXIR archives in the...FAIR Data Bridging from researcher data management to ELIXIR archives in the...
FAIR Data Bridging from researcher data management to ELIXIR archives in the...Carole Goble
 
EURISCO needs and priorities, at CGIAR ICT-KM Workshop, IPGRI, Rome (2005)
EURISCO needs and priorities, at CGIAR ICT-KM Workshop, IPGRI, Rome (2005)EURISCO needs and priorities, at CGIAR ICT-KM Workshop, IPGRI, Rome (2005)
EURISCO needs and priorities, at CGIAR ICT-KM Workshop, IPGRI, Rome (2005)Dag Endresen
 
From Biological Data to Clinical Applications: Positioning a digital infrastr...
From Biological Data to Clinical Applications: Positioning a digital infrastr...From Biological Data to Clinical Applications: Positioning a digital infrastr...
From Biological Data to Clinical Applications: Positioning a digital infrastr...Michel Dumontier
 
EGIforum-Amsterdam-15-Sep2010
EGIforum-Amsterdam-15-Sep2010EGIforum-Amsterdam-15-Sep2010
EGIforum-Amsterdam-15-Sep2010Alex Hardisty
 
Analysis with biological pathways:
Analysis with biological pathways: Analysis with biological pathways:
Analysis with biological pathways: Chris Evelo
 
2012 CNI Fall Membership Meeting
2012 CNI Fall Membership Meeting2012 CNI Fall Membership Meeting
2012 CNI Fall Membership MeetingPaolo Ciccarese
 
ELIXIR UK Node presentation to the ELIXIR Board
ELIXIR UK Node presentation to the ELIXIR BoardELIXIR UK Node presentation to the ELIXIR Board
ELIXIR UK Node presentation to the ELIXIR BoardCarole Goble
 
Toward FAIR Semantic Resources
Toward FAIR Semantic ResourcesToward FAIR Semantic Resources
Toward FAIR Semantic ResourcesEUDAT
 
GBIF web services for biodiversity data, for USDA GRIN, Washington DC, USA (2...
GBIF web services for biodiversity data, for USDA GRIN, Washington DC, USA (2...GBIF web services for biodiversity data, for USDA GRIN, Washington DC, USA (2...
GBIF web services for biodiversity data, for USDA GRIN, Washington DC, USA (2...Dag Endresen
 
Aopting and adapting SeaDataNet services for EMODnet Chemistry
Aopting and adapting SeaDataNet services for EMODnet ChemistryAopting and adapting SeaDataNet services for EMODnet Chemistry
Aopting and adapting SeaDataNet services for EMODnet ChemistryEUDAT
 
Omdi2021 Ontologies for (Materials) Science in the Digital Age
Omdi2021 Ontologies for (Materials) Science in the Digital AgeOmdi2021 Ontologies for (Materials) Science in the Digital Age
Omdi2021 Ontologies for (Materials) Science in the Digital Agepetermurrayrust
 
European agrobiodioversity, ECPGR network meeting on EURISCO, Central Crop Da...
European agrobiodioversity, ECPGR network meeting on EURISCO, Central Crop Da...European agrobiodioversity, ECPGR network meeting on EURISCO, Central Crop Da...
European agrobiodioversity, ECPGR network meeting on EURISCO, Central Crop Da...Dag Endresen
 

Similar to Multi-omics Pathway Visualization (20)

Path visio3
Path visio3Path visio3
Path visio3
 
Standards
StandardsStandards
Standards
 
Biobanks a cornerstone of Research Infrastructure
Biobanks a cornerstone of Research InfrastructureBiobanks a cornerstone of Research Infrastructure
Biobanks a cornerstone of Research Infrastructure
 
Knowledge Discovery using an Integrated Semantic Web
Knowledge Discovery using an Integrated Semantic WebKnowledge Discovery using an Integrated Semantic Web
Knowledge Discovery using an Integrated Semantic Web
 
FAIR Data Bridging from researcher data management to ELIXIR archives in the...
FAIR Data Bridging from researcher data management to ELIXIR archives in the...FAIR Data Bridging from researcher data management to ELIXIR archives in the...
FAIR Data Bridging from researcher data management to ELIXIR archives in the...
 
EURISCO needs and priorities, at CGIAR ICT-KM Workshop, IPGRI, Rome (2005)
EURISCO needs and priorities, at CGIAR ICT-KM Workshop, IPGRI, Rome (2005)EURISCO needs and priorities, at CGIAR ICT-KM Workshop, IPGRI, Rome (2005)
EURISCO needs and priorities, at CGIAR ICT-KM Workshop, IPGRI, Rome (2005)
 
From Biological Data to Clinical Applications: Positioning a digital infrastr...
From Biological Data to Clinical Applications: Positioning a digital infrastr...From Biological Data to Clinical Applications: Positioning a digital infrastr...
From Biological Data to Clinical Applications: Positioning a digital infrastr...
 
BioNLPSADI
BioNLPSADIBioNLPSADI
BioNLPSADI
 
Fact forge20 edf
Fact forge20 edfFact forge20 edf
Fact forge20 edf
 
EGIforum-Amsterdam-15-Sep2010
EGIforum-Amsterdam-15-Sep2010EGIforum-Amsterdam-15-Sep2010
EGIforum-Amsterdam-15-Sep2010
 
Bde euro proworkshop
Bde euro proworkshopBde euro proworkshop
Bde euro proworkshop
 
Analysis with biological pathways:
Analysis with biological pathways: Analysis with biological pathways:
Analysis with biological pathways:
 
2012 CNI Fall Membership Meeting
2012 CNI Fall Membership Meeting2012 CNI Fall Membership Meeting
2012 CNI Fall Membership Meeting
 
ELIXIR UK Node presentation to the ELIXIR Board
ELIXIR UK Node presentation to the ELIXIR BoardELIXIR UK Node presentation to the ELIXIR Board
ELIXIR UK Node presentation to the ELIXIR Board
 
Toward FAIR Semantic Resources
Toward FAIR Semantic ResourcesToward FAIR Semantic Resources
Toward FAIR Semantic Resources
 
GBIF web services for biodiversity data, for USDA GRIN, Washington DC, USA (2...
GBIF web services for biodiversity data, for USDA GRIN, Washington DC, USA (2...GBIF web services for biodiversity data, for USDA GRIN, Washington DC, USA (2...
GBIF web services for biodiversity data, for USDA GRIN, Washington DC, USA (2...
 
Aopting and adapting SeaDataNet services for EMODnet Chemistry
Aopting and adapting SeaDataNet services for EMODnet ChemistryAopting and adapting SeaDataNet services for EMODnet Chemistry
Aopting and adapting SeaDataNet services for EMODnet Chemistry
 
Bio2RDF/Virtuoso
Bio2RDF/VirtuosoBio2RDF/Virtuoso
Bio2RDF/Virtuoso
 
Omdi2021 Ontologies for (Materials) Science in the Digital Age
Omdi2021 Ontologies for (Materials) Science in the Digital AgeOmdi2021 Ontologies for (Materials) Science in the Digital Age
Omdi2021 Ontologies for (Materials) Science in the Digital Age
 
European agrobiodioversity, ECPGR network meeting on EURISCO, Central Crop Da...
European agrobiodioversity, ECPGR network meeting on EURISCO, Central Crop Da...European agrobiodioversity, ECPGR network meeting on EURISCO, Central Crop Da...
European agrobiodioversity, ECPGR network meeting on EURISCO, Central Crop Da...
 

Recently uploaded

Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsNanddeep Nachan
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWERMadyBayot
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfOrbitshub
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfOverkill Security
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native ApplicationsWSO2
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024The Digital Insurer
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistandanishmna97
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...Zilliz
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...apidays
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Zilliz
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesrafiqahmad00786416
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Victor Rentea
 
Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfOverkill Security
 

Recently uploaded (20)

Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Architecting Cloud Native Applications
Architecting Cloud Native ApplicationsArchitecting Cloud Native Applications
Architecting Cloud Native Applications
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
ICT role in 21st century education and its challenges
ICT role in 21st century education and its challengesICT role in 21st century education and its challenges
ICT role in 21st century education and its challenges
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdf
 

Multi-omics Pathway Visualization

  • 1. Multi-omics Pathway Visualization Integration of interaction and flux data in PathVisio Anwesha Dutta BiGCaT - Maastricht University Bio-IT World Europe Conference & Expo 2012, 11 October, Vienna Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 1
  • 2. From Data to Visualization Data enriched Experimentation and Pathway Pathway data collection Genes Proteins Metabolites Interactions Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 2
  • 3. What are Pathways? Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 3
  • 4. Pathway Representation Metabolites Proteins Nodes Transcripts miRNAs SNPs ... Flux values Edges Confidence scores ... Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 4
  • 5. Pathway Databases >300 pathway resources Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 5
  • 6. Wikipathways www.wikipathways.org • Wiki for biological pathways • Free and open source resource • Kegg & Reactome pathways also available Share, curate & discuss! Kelder T, van Iersel MP, Hanspers K, Kutmon M, Conklin BR, Evelo C, Pico AR. (2011) WikiPathways: building research communities on biological pathways. NAR doi: 10.1093/nar/gkr1074 Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 6
  • 7. What is Data? Quantitative information about the different elements of a pathway, obtained experimentally or by modeling. Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 7
  • 8. Why visualize Data? A picture is worth a thousand words ~Fred Barnard Visual representations of experimental results ease understanding. Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 8
  • 9. PathVisio www.pathvisio.org Presenting and exploring biological pathways with PathVisio. van Iersel MP, Kelder T, Pico AR, Hanspers K, Coort S, Conklin BR, Evelo C. BMC Bioinformatics 2008, 9:399 (25 Sep 2008) Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 9
  • 10. Drawing biological pathways Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 10
  • 11. Download pathways Wikipathways Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 11
  • 12. Data File Format • PathVisio accepts delimited text files • Prepare and export from Excel Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 12
  • 13. Download annotation databases www.pathvisio.org/PathVisioDownload A database for mapping interaction identifiers is in development and coming soon! Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 13
  • 14. Database identifier mapping Your data BridgeDB A pathway HMDB HMDB00122 HMDB00122 Kegg Compound HMDB01401 C00092 PubChem HMDB00124 69507 Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 14
  • 15. BridgeDb www.bridgedb.org • Id mapping framework for bioinformatics applications • Translates identifiers from one system to another • Links out to online information for an identifier Create your own BridgeDb derby database! http://www.bridgedb.org/wiki/BridgeDbCreator The BridgeDb framework: standardized access to gene, protein and metabolite identifier mapping services. van Iersel MP, Pico AR, Kelder T, Gao J, Ho I, Hanspers K, Conklin BR, Evelo CT. BMC Bioinformatics. 2010 Jan 4;11(1):5. Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 15
  • 16. Data mapped Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 16
  • 17. Data Visualized Legend: Metabolites visualized 0 5 with a color gradient Positive fluxes Negative fluxes Thickness of the arrows correspond to the amount of flux Example case :Flux & metabolite data visualized together Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 17
  • 18. Export Pathway • Export to image formats PNG Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 18
  • 19. Incorporation into workflows PathVisio PathVisioRPC Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 19
  • 20. PathVisio pointers • Completely free and open source • Fully compatible with Wikipathways • Modular architecture, easily extendable • Easy incorporation into pipelines • Very active mailing list Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 20
  • 21. Acknowledgements General Bioinformatics, Reading,UK Gladstone Institutes, SF, USA Max Planck Instt., TNO, Zeist, NL Berlin,Germany Funding Maastricht University, NL and many contributors around the Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 21
  • 22. Thank you for your time and attention! http://www.pathvisio.com/ wiki/PathVisioTutorials wikipathways-discuss@googlegroups.com anwesha.dutta@maastrichtuniversity.nl Multi-omics Pathway Visualization Bio-IT World Europe Conference & Expo 2012 22

Editor's Notes

  1. aptly characterizes one of the main goals of visualization, namely making it possible to absorb large amounts of data quickly.