Introduction to IntAct Pablo Porras Millán, IntAct
Session outline Introduction to protein-protein interactions (PPIs) What are PPIs? Representing PPIs PPI databases IntAct: the molecular interactions database at the EBI Data structure and curation model Using the IntAct website
Introduction to protein-protein interactions (PPIs)
EMBL-EBI A definition… Protein-protein interactions (PPIs): physical and selective contacts that happen between pairs of proteins, in certain molecular regions and in a defined biological context. Interactome: the totality of PPIs that happen in a cell / in an organism / in a specific biological context... Proteasome image from Hook, B. and Schagat, T. [Internet] Available from:
EMBL-EBI Why protein-protein interactions? 1.To predict a protein biological function “guilt by association” proteins with similar functions should cluster together 2.To improve characterization of protein complexes and pathways interaction networks work as a draft map that brings detail to biological processes and pathways Gene level DNARNA Protein level 1 protein = 1 function 1 protein = n functions = n networks! WRONG!
EMBL-EBI Yeast-two hybrid (Y2H) High-throughput X-ray diffraction studies Low- throughput Tandem affinity purification+ mass spectrometry (TAP-MS) Protein-protein interaction detection methods No single method can accurately reproduce a true binary interaction observed under physiological conditions – every interaction detected experimentally is fundamentally artefactual.
EMBL-EBI interaction domains Overlap in sequence ranges: Representing PPIs: interaction domains
EMBL-EBI Some experimental methods generate complex data: E. g. Tandem affinity purification (TAP) There are two algorithms to transform this information into binary data: Representing PPIs: The problem with complexes
EMBL-EBI De Las Rivas & Fontanillo, PLoS Computational biology, PMID: Interactions databases: types
EMBL-EBI Primary databases: coverage and biases Roland et al., Cell, PMID: De Las Rivas & Fontanillo, PLoS Computational biology, PMID: Human PPIs coverage in the main public primary databases (Dec 2009) Popularity bias in publicly available databases (2013)
EMBL-EBI A standard for PPIs representation: the IMEx consortium Orchard et al., Nature Methods, PMID:
IntAct: The molecular interactions database at the EBI
EMBL-EBI 1.Publicly available repository of molecular interactions (mainly PPIs) - >530K binary interaction evidences taken from >13,800 publications (September 2015) 2.Data is standards-compliant and available via our website, for download at our ftp site or via PSICQUIC ftp://ftp.ebi.ac.uk/pub/databases/intact 3.Provide open-access versions of the software to allow installation of local IntAct nodes. IntAct goals & achievements
EMBL-EBI Entry Publication Experiment 1 Interaction 1 Participant 1 Features Participant 2 Features Interaction 2 Experiment 2 Interaction 3Interaction 4 … … … [A] Publication level (entry) [B] Experiment level [C] Interaction level [D] Participant level [E] Feature level IntAct: Data storage schema
EMBL-EBI IntAct: PSI-MI ontology
EMBL-EBI “Lifecycle of an Interaction” Publication (full text) Sanity Checks (nightly) IntAct Curation pipeline CVs curator report Curation manual. reject Super curator annotate p1 p2 I exp IMEx MatrixDB Mint DIP Public web site FTP site accept check
EMBL-EBI CROSS-REFERENCES FAMILIES AND DOMAINS InterPro SMALL MOLECULES ChEBI FUNCTION Gene Ontology GENOME SEQUENCES Ensembl UniProtKB PROTEIN SEQUENCES LARGE DATASETS FROM HIGH-THROUGHPUT PROJECTS PUBLISHED MOLECULAR INTERACTIONS DATA CURATION DIRECT SUBMISSION Others STRUCTURES, ORGANISM, TISSUE... IntAct: the role of the curator
EMBL-EBI UniProt Knowledge Base Interactions can be mapped to the canonical sequence…... to splice variants or to post- processed chains
EMBL-EBI Common curation platform Specific Data Dissemination Platforms General curation, large scale General curation, domain int. UniProt entry related Extracellular matrix Model organisms Immune system Commercial curation Cellular mechanics Regulatory interactions Specific curation focus/expertise Other DBs Host – pathogen interactions Cardiovascular proteins IntAct as a common curation platform
EMBL-EBI IntAct – Home Page
EMBL-EBI IntAct webpage-based search
EMBL-EBI IntAct webpage-based search Details of interaction Link to external resource (UniProtKB) Details about controlled vocabulary term describing interaction detection method
EMBL-EBI IntAct: changing the layout
EMBL-EBI IntAct: download formats
EMBL-EBI MITAB 2.7 specific columns (+27): Expansion method(s) Biological role(s) of interactors Experimental role(s) of interactors Type(s) of interactors Properties (CrossReference) of interactors / interaction Annotation(s) of interactors / interaction HostOrganism(s) Parameters of interaction Creation and update dates Checksum(s) of interactors / interaction Negative Feature(s) interactors Stoichiometry(s) interactors Participant(s) identification method(s) MITAB 2.5 Standard columns (15): ID(s) interactor A & B Alt. ID(s) interactor A & B Alias(es) interactor A & B Interaction detection method(s) Publication 1st author(s) Publication Identifier(s) Taxid interactor A & B Interaction type(s) Source database(s) Interaction identifier(s) Confidence value(s) PSIMITAB Columns
EMBL-EBI Interaction detail in IntAct
EMBL-EBI Interaction detail in IntAct
EMBL-EBI Interaction detail in IntAct
EMBL-EBI Interaction detail in IntAct
EMBL-EBI Filtering results
EMBL-EBI IntAct: visualizing results as a network
EMBL-EBI IntAct: visualizing results as a network
EMBL-EBI IntAct: browse menu
EMBL-EBI IntAct: Other searches
EMBL-EBI IntAct: Advanced search
EMBL-EBI IntAct: Advanced search
EMBL-EBI IntAct: Advanced search...
EMBL-EBI IntAct: MIQL syntax search
EMBL-EBI More about IntAct: on-line EBI courses
EMBL-EBI Acknowledgements Max Koch Developing team Sandra Orchard Curation team MI Team leader Margaret Duesbury Birgit Meldal Mariaestela Ortiz