Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

64
Building Biomedical Ontologies Jennifer Clark, GO Editorial Office

Transcript of Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Page 1: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Building Biomedical Ontologies

Jennifer Clark, GO Editorial Office

Page 2: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Clark et al., 2005

part_of

is_a

Page 3: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Clark et al., 2005

Page 4: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

"encyclopaedia of Flemish children's games“ BRUEGEL

Page 5: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.
Page 6: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.
Page 7: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

classes

GO terms, types, kinds, universals

instances

annotated gene product attributes,

tokens, individuals, particulars

Page 8: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Domain of Ontology

• biological process

• Loggerhead nesting

• evidence codes

• NCBI organismal classification

Page 9: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

• is_a

• part_of

• develops_from

Relationships

Page 10: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

part_of

• no necessity

• necessarily is part

• necessarily has part

• necessarily is part and necessarily has part

Page 11: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

How to define A is_a B

A is_a B =def.

1. A and B are names of universals (natural kinds, types) in reality

2. all instances of A are as a matter of biological science also instances of B

Page 12: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.
Page 13: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Easy term request:

Please add

• leucophore differentiation,

• erythrophore differentiation

• cyanophore differentiation

• neuron differentiation

Page 14: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

cellular process

cell differentiation

Is_a

part_of

cell fate cell

specification development

Page 15: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

cell differentiation

osteoblast neuron keratinocyte differentiation differentiation differentiation

adipocyte garland celldifferentiation differentiation

‘X cell differentiation’

is_a

Page 16: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Essence = Genus + Differentiae

Genus: differentiation

Differentiae: a neuron (or x cell)

Page 17: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

X cell differentiation

Page 18: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

X cell differentiation

Differentiation of an x cell.

Page 19: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

X cell differentiation

The process whereby

a relatively unspecialized cell

acquires specialized features

of an x cell.

[List characteristics of x cell.]

Page 20: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

[Term]id: GO:0030182name: neuron differentiationnamespace: biological_process

def: "The process whereby a relatively unspecialized cell acquires specialized features of a neuron." [GO:mah]

is_a: GO:0030154 ! cell differentiationrelationship: part_of GO:0048699 ! neurogenesis

Page 21: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

[Term]id: CL:0000540name: neuron

def: "The basic cellular unit of nervous tissue. Each neuronconsists of a body\, an axon\, and dendrites. Their purposeis to receive\, conduct\, and transmit impulses in the nervous system." [MESH:A.08.663]

xref_analog: FBbt:00005106xref_analog: FBbt:00005146is_a: CL:0000393 ! electrically responsive cellis_a: CL:0000404 ! electrically signaling cellrelationship: develops_from CL:0000031 ! neuroblast

Page 22: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

http://cancerweb.ncl.ac.uk

• neuron• An excitable cell specialised for the transmission of

electrical signals over long distances. Neurons receive input from sensory cells or other neurons and send output to muscles or other neurons. Neurons with sensory input are called sensory neurons, neurons with muscle outputs are called motoneurons, neurons that connect only with other neurons are called interneurons. Neurons connect with each other via synapses. Neurons can be the longest cells known, a single axon can be several metres in length. Although signals are usually sent via action potentials, some neurons are nonspiking.

Page 23: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Stedman's Online Medical Dictionary

• neuron (noor on)

• The morphologic and functional unit of the nervous system, consisting of the nerve cell body, the dendrites, and the axon. Syn: neurone Syn: neurocyte, nerve cell

Page 24: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

[Term]id: GO:0030182name: neuron differentiationnamespace: biological_process

def: "The process whereby a relatively unspecialized cell acquires specialized features of a neuron. The basic cellular unit of nervous tissue. Each neuron consists of a body\, an axon\, and dendrites. Their purpose is to receive\, conduct\, and transmit impulses in the nervous system." [MESH:A.08.663, GO:mah]

is_a: GO:0030154 ! cell differentiationrelationship: part_of GO:0048699 ! neurogenesis

Page 25: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

[Term]id: GO:0030182name: neuron differentiationnamespace: biological_process

def: "The process whereby a relatively unspecialized cell acquires specialized features of a neuron. The basic cellular unit of nervous tissue. Each neuron consists of a body\, an axon\, and dendrites. Their purpose is to receive\, conduct\, and transmit impulses in the nervous system." [MESH:A.08.663, GO:mah]

is_a: GO:0030154 ! cell differentiationrelationship: part_of GO:0048699 ! neurogenesisintersection_of: is_a GO:0030154 ! cell differentiationintersection_of: has_participant CL:0000540 ! neuron

Page 26: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Difficult term request

• Reconcile plant trichomes and insect trichomes.

Page 27: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Plant trichomehttp://bib18.ulb.ac.be/Botanique_I/image/6703873062005_trichome_arabidopsis.jpg

http://www.innovations-report.de/bilder_neu/40879_szymanski.trichomeLO.jpg

Page 28: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Insect trichomehttp://www.grisda.org/tstandish/images/animalia/arthropoda/Wildtype-D.-melanogaster-EM.jpg

Page 29: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.
Page 30: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

• If a plant trichome is a hair cell, and an insect trichome is a cell hair, then plant trichome differentiation would be an is_a of hair cell differentiation. And insect trichome formation could be a part_of hair cell differentiation.

Becky Foulger 2004-08-04

Page 31: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.
Page 32: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Discussion…

5000 words25 A4 pages.

[ 956691 ] hair/trichome formation

https://sourceforge.net/tracker/index.php?func=detail&aid=956691&group_id=36855&atid=440764

Page 33: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Difficult term request

• All the metamorphosis terms should be changed to morphogenesis terms.

Page 34: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

http://www.kellscraft.com/Butterflies/butter69.jpg

Page 35: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.
Page 36: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Standard structure

[i]x development

---[p] x morphogenesis

------[p] x formation

---------[p] y cell differentiation

------[p] x structural organization

---[p] x maturation

Page 37: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Standard definitions• x development • The process whose specific outcome is the progression of the x

over time, from its formation to the mature structure. • x morphogenesis • The process by which the anatomical structures of x are generated

and organized. Morphogenesis pertains to the creation of form. • x formation • The process that gives rise to x. This process pertains to the initial

formation of a structure from unspecified parts. • x structural organization • The process that contributes to creating the structural organization

of x. This process pertains to the physical shaping of a rudimentary structure.

Page 38: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

morphogenesis terms

• x morphogenesis

• The process by which the anatomical structures of x are generated and organized. Morphogenesis pertains to the creation of form.

Page 39: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

metamorphosis terms

'leg disc metamorphosis' ; GO:0007478

def: The transformation of a leg imaginal disc from a monolayered epithelium in the larvae of holometabolous insects into recognizable adult structures including the leg, coxa and ventral thoracic pleura.

Page 40: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Rules

Changes can be made to terms:

• Annotations must still be true afterwards.

• Name needs changed. Do it. • Definition wording needs changed. Do it.• Position in the graph needs changed. Do it.• Definition meaning needs changed. Obsolete the

term.

Page 41: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

starting structure x mature structure

x morphogenesis

gene products act here

x metamorphosis multiple mature structures

gene products act here

x starting structure

The process by which the anatomical structures of x are generated and organized. Morphogenesis pertains to the creation of form.

The transformation of a leg imaginal disc from a monolayered epithelium in the larvae of holometabolous insects into recognizable adult structures including the leg, coxa and ventral thoracic pleura.

Page 42: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

http://www.aardman.com

Page 43: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

blob of plasticine Gromit

Gromit morphogenesis

‘gene products’ act here

Aardman plasticine metamorphosis

All the individual characters in the cast of Wallace and Gromit films

‘gene products’ act here

huge ball of plasticine Wallace

Gromit

Killer penguin

Shaun the sheep

Page 44: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

before

after

Page 45: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Fixed metamorphosis terms

• leg disc morphogenesis

• Def: The process by which the anatomical structures derived from the leg disc are generated and organized. Morphogenesis pertains to the creation of form. [description]

• exact_synonym: leg disc metamorphosis

Page 46: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Discussion:

10,000 words53 A4 pages

[ 1228979 ] metamorphosis termshttps://sourceforge.net/tracker/index.php?func=detail&aid=1228979&group_id=36855&atid=440764

Page 47: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Some more ontology thoughts…

Page 48: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Basis in Reality:

When building or maintaining an ontology, always think carefullyabout how classes relate to instances in reality

Page 49: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

molecular function

binding

tetrapyrrole binding cofactor binding

chlorophyll heme coenzyme quinonebinding binding binding binding

is_a

PSBI

Annotations

Ontology

PSBI

Page 50: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

supermanstrengthflightx-ray visionleaps over tall buildings in a single bound

Catwomanstrength,speed,agilityand ultra-keen senses of a cat.

http://www.uncleodiescollectibles.com/doesnotcompute/2004-10-11/Actor%20Christoper%20Reeve.jpg

http://home.austarnet.com.au/davekimble/catwoman.jpg

Page 51: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

cartoon character super power ontology

super senses super physical powers

x-ray cat super supervision senses leaping strength

is_a

Annotations

Ontology

Page 52: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

cartoon character super power ontology

super senses super physical powers

x-ray cat super supervision senses leaping strength

is_a

Catwoman Catwoman

Annotations

Ontology

Superman

Superman

Page 53: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

cartoon character super power ontology

super senses super physical powers

x-ray cat super supervision senses leaping strength

is_a

Catwoman’scat senses

Catwoman’ssuper strength

Annotations

Ontology

Superman’sX-ray vision

Superman’ssuper leaping

Page 54: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

cartoon character super power ontology

super senses super physical powers

is_a

Catwoman’scat senses

Catwoman’ssuper strength

Annotations

Ontology

Superman’sX-ray vision

Superman’ssuper leaping

Page 55: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

molecular function

binding

tetrapyrrole binding cofactor binding

chlorophyll heme coenzyme quinonebinding binding binding binding

is_a

PSBI

Annotations

Ontology

PSBI

Page 56: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

molecular function

binding

tetrapyrrole binding cofactor binding

chlorophyll heme coenzyme quinonebinding binding binding binding

is_a

PSBI’s quinone binding function

Annotations

Ontology

PSBI’s chlorophyll binding function

Page 57: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

3 Objectivity:

The existence of classesis not dependenton our biological knowledge.

Page 58: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

do not designate biological natural kinds.

‘unlocalised’‘unknown’ ‘unclassified’

http://news.bbc.co.uk/1/hi/sci/tech/4501152.stm

Page 59: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

Task:

Annotate

molecular function

of 10-4,

a gene from Drosophila melanogaster

Page 60: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

molecular function

molecular function unknown

is_a

10-4

Molecular function ontology Annotations

Page 61: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

molecular function

molecular function unknown

is_a

10-4

Molecular function ontology Annotations

Page 62: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

molecular function

molecular function unknown

is_a

10-4

Molecular function ontology Annotations

Page 63: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.

With thanks…

For slides:

Barry SmithDavid Hill

For everything:

The Gene Ontology Consortium

Page 64: Building Biomedical Ontologies Jennifer Clark, GO Editorial Office.