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BIND: the Biomolecular Interaction Network Database

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BIND: the Biomolecular Interaction Network Database. Gary D. ... Elinor Heller. Abstract. What is Bind? Why do we need a tool like Bind? How does Bind work? ... – PowerPoint PPT presentation

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Title: BIND: the Biomolecular Interaction Network Database


1
BIND the Biomolecular Interaction Network
Database
  • Gary D. Bader, Doron Betel and Christopher W. V.
    Houge

Seminar in Bioinformatics Elinor Heller
2
Abstract
  • What is Bind?
  • Why do we need a tool like Bind?
  • How does Bind work?

3
What is Bind?
  • Bind is a Database archive that hold information
    about
  • Biomolecular interactions
  • Reactions
  • Complexes
  • Pathways
  • http//www.bind.ca

4
Why do we need Protein Interaction Info?
Motivation
5
Why do we need Protein Interaction Info? - cont
  • Learning protein functions
  • If two proteins interact, there is a very high
    possibility
  • that their functions are related as well.
  • Cellular operations are largely endured by
    interactions among proteins.
  • From protein pathways to understanding cells,
    tissues, to life and evolution

6
Protein interaction -example
7
Why do we need Bind?
  • Until 2001
  • This type of data was stored in journal
    publications, where it is difficult to mine.

8
Why do we need Bind?-cont
  • The genome era has taught us that it is important
    to use effective tools for storing and managing
    data before they become too large.
  • Preparing for the future A concerted effort by
    the biological community is required now to
    prepare for the interaction information of the
    near future .

9
BIND -Goals
  • Goals
  • Provide a standard, comprehensive and integrated
    interaction resource to the scientific community
  • Define protein function and mechanisms
  • Recover and integrate biomolecular interaction
    knowledge
  • Discover new knowledge through data mining

10
BIND data specification
  • The problem
  • Storing different interactions, with different
    data structure in a generic way.
  • Solution
  • Using ASN.1
  • Main concept
  • ASN.1 is a formal notation used for describing
    data transmitted by telecommunications protocols,
    regardless of language implementation and
    physical representation of these data, whatever
    the application, whether complex or very simple.

11
What is ASN1?
  • ASN.1 Abstract Syntax Notation 1
  • Internationally standardized data specification
    language used to build complex data types in a
    hierarchical manner - origins are Xerox
  • Used in telephone systems, air traffic, building
    and machine control, toll highways, smart cards,
    security and more
  • Used by NCBI to store GenBank, PubMed, MMDB and
    more
  • For more info - http//www.oss.com/

12
What kind of information does bind store?
  • BIND stores information about interactions,
    molecular complexes and pathways.
  • (These are the high level data types).

13
Interactions
  • interaction record stores a description of the
    binding event between two objects, A and B, which
    are generally molecules .

A
B
14
Molecular complex
  • a generally stable aggregate of molecules that
    have a function when linked together and are
    usually described as having sub-units.
  • example
  • the ribosome

15
Pathways
  • A pathway is defined as a group of molecules that
    are generally free from each other, but form a
    network of interactions usually to mediate some
    cellular function.

16
Bind Objects
  • An object in BIND is basically a molecule.
  • It can be
  • DNA RNA Protein Photon
  • or a small/complex molecule.

17
Bind Objects-cont
  • The object record holds
  • its name a list of name synonyms
  • its origin - whether natural or not
  • where it occurs in the cell
  • the cell stages in which it occurs
  • a sequence database reference to or a full
    instantiation of biological sequence and 3D
    structure.

18
Bind Objects-cont
  • Most of the biological information in BIND is
    stored in an interaction record .
  • An interaction also stores

text description
cellular place of interaction
experimental conditions used to observe binding
binding sites on A and B and how they are connected
chemical action including kinetic and thermodynamic data and chemical state of the molecules
a comment on evolutionarily conserved biological sequence
19
DATA SUBMISSION
  • Data is entered into BIND either by manual or
    automatic methods.
  • Who enters the data?
  • Expert on the BIND team are entering high quality
    records on a continuing basis.
  • Users are encouraged to enter records into the
    database by the web-based system, or to contact
    the BIND staff if they have large data sets they
    want to process.

20
DATA SUBMISSION-cont
  • How is a record submitted?
  • First stage entering contact information.
  • Second stage enter the PubMed identifier and two
    interacting molecules.
  • Every record that is entered in this way will be
    validated by BIND indexers and by at least one
    other expert before it is made available in any
    public data release.

21
DATA SUBMISSION-cont
  • Submitters cannot limit the intended use of
    submitted BIND data
  • Submitters have the right to edit/alter their
    records over time
  • Suggestions made by a third party will be
    forwarded by us to the submitters to seek
    approval for any changes or corrections

22
How Much Data ?
23
BIND growth
  • The fist version of BIND (June 1999)
  • Contained over 1000 interaction records
  • Pathways 6
  • Complexes 40
  • The last version of BIND
  • Interactions 178004
  • Pathways 8
  • Complexes 3388

24
Browsing BIND
25
Visually Navigating BIND
26
FAST parallel RPS BLAST
Used to spot domain similarities in a protein
interaction cluster Server-generated scalable
FLASHgraphics zoomable, printable. Followed-
up by zoom in on FASTA formatted sequences to see
domain superposition and links to SMART/PFAM
27
Nucleic Acids Res. 2003 Jan 131(1)248-50
28
More usages for BIND-1
  • Helping direct future interaction studies
  • example
  • The human and mouse variants of the protein
    tyrosine kinase Fyn
  • each have 9 recorded interactions in BIND
  • Share 6 similar interactions
  • The mouse variants is known to interact with a
    protein tyrosime kinase Vav.
  • The human variant has no record of interaction
    with the Vav homologue.

29
Example - continue
Using Bind in combination with other tools, it
has been lately discovered that Human
homologues with similar domain architecture to
mouse Fyn interactions can be identified.
30
More usages for BIND-2
  • Comparing between creatures with a different
    number of genes.
  • Example
  • Drosophila VS. C.elegans

31
Example - continue
  • Who has a higher Gene number?
  • Who has larger Protein Interaction complexity ?

32
References
  • BIND the Biomolecular Interaction Network
    DatabaseGary D. Bader, Doron Betel, and
    Christopher W. V. Hogue. Nucleic Acids Res. 2003
    January 1 31(1) 248250.
  • Bader G.D., Donaldson,I., Wolting,C.,
    Ouellette,B.F., Pawson,T. and Hogue,C.W. (2001)
    BINDthe biomolecular interaction network
    database. Nucleic Acids Res., 29, 242245.
  • Bader G.D. and Hogue,C.W. (2000) BINDa data
    specification for storing and describing
    biomolecular interactions, molecular complexes a
    pathways. Bioinformatics, 16, 465477.
  • The BIND and related tools 2005 update.
    D418-D422 Nucleic Acids Res, 2005 ,vol33. Doron
    Betel, and Christopher W. V. Hogue at el.
  • http//www.bind.ca
  • http//www.ncbi.nlm.nih.gov/
  • http//www.oss.com/

33
  • THE END
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