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Representation of kidney
structures in Uberon
Chris Mungall
cjmungall@lbl.gov
KPMP Ontology Workshop
Seattle July 2018
Uberon: multi-
species
anatomy
ontology and
knowledge
graph
Mungall et al. (2012). Genome Biology,
13(1), R5. doi:10.1186/gb-2012-13-1-r5
Köhler et al. (2014) F1000Research
2:30 Haendel et al. (2014) JBMS 5:21
doi:10.1186/2041-1480-5-21
http://uberon.org
CURIE: UBERON:0001230
PURL: http://purl.obolibrary.org/obo/UBERON_0001230
Label: glomerular capsule
Synonyms: Bowman’s capsule, …
Definition: A cup-like sac at the expanded beginning of a tubular component of
a nephron that contains the glomerulus
Xrefs: FMA:15626, EMAPA:28257, KUPO:0001001, ...
CURIE: UBERON:0001230
PURL: http://purl.obolibrary.org/obo/UBERON_0001230
Label: glomerular capsule
Synonyms: Bowman’s capsule, …
Definition: A cup-like sac at the expanded beginning of a tubular component of
a nephron that contains the glomerulus
Xrefs: FMA:15626, EMAPA:28257, KUPO:0001001, ...
CURIE: UBERON:0004199
Label: S-shaped body
RO:0002202
develops from
CURIE: UBERON:0005750
Label: glomerular parietal
epithelium
BFO:0000050
part of
CURIE: UBERON:0000487
Label: simple squamous epithelium
CURIE: UBERON:0001286
Label: Bowman’s space
subClassOf
RO:0002220
adjacent to
CURIE: UBERON:0001230
PURL: http://purl.obolibrary.org/obo/UBERON_0001230
Label: glomerular capsule
Synonyms: Bowman’s capsule, …
Definition: A cup-like sac at the expanded beginning of a tubular component of
a nephron that contains the glomerulus
Xrefs: FMA:15626, EMAPA:28257, KUPO:0001001, ...
CURIE: UBERON:0004199
Label: S-shaped body
RO:0002202
develops from
CURIE: GO:0003094
Label: glomerular filtration
RO:0002215
capable of
CURIE: UBERON:0005750
Label: glomerular parietal
epithelium
BFO:0000050
part of
CURIE: UBERON:0000487
Label: simple squamous epithelium
CURIE: UBERON:0001286
Label: Bowman’s space
subClassOf
RO:0002220
adjacent to
CURIE: CL:1000452
Label: parietal epithelial cell
CURIE: UBERON:0000081
Label: metanephros
CURIE: UBERON:0000080
Label: mesonephros
CURIE: UBERON:0002120
Label: pronephros
RO:0002202
develops from
RO:0002202
develops from
CURIE: UBERON:0002113
Label: kidney
Uberon
CURIE: UBERON:0000081
Label: metanephros
CURIE: UBERON:0000080
Label: mesonephros
CURIE: UBERON:0002120
Label: pronephros
RO:0002202
develops from
RO:0002202
develops from
EMAPA:17373EMAPA:27644EMAPA:16579
ZFA:0000151 ZFA:0000529
“kidney”
CURIE: UBERON:0002113
Label: kidney
Uberon
EMAPA
(mouse)
ZFA
(zebrafish)
Cross-species equivalence axioms
• Mouse:
– MA (adult)
– EMAP (embryo, staged)
– EMAPA (embryo, abstract)
• Other models
– XAO - Xenopus
– ZFA – zebrafish
– FBbt – Drosophila
– WBbt – C elegans
– DDAnat – Dictyostelium
– …
• Human
– FMA (adult)
– EHDAA2 (CS1-CS20)
– SNOMED-CT
– NIF GrossAnatomy
(mammal brain)
• Atlases
– Allen (Brain)
• Mouse (adult, embryo)
• Human (adult, embryo)
• Non-human Primate
http://uberon.github.io/downloads.html#bridge
CURIE: UBERON:0002581
Label: postcentral gyrus
CURIE: HBA:4085
Label: postcentral gyrus
http://atlas.brain-
map.org/atlas?atlas=265297125&structure=12899&rw=t#atlas=265297125&structure=4086&rw=t&resolution=202.08&x=36229.90171
3709674&y=36742.085905997985&zoom=-7&plate=112360981
Current uses of Uberon
• Data annotation and discovery analytics
– Expression and genomics data
• http://bgeedb.org
• FANTOM5, ENCODE
– Integrating cross-species phenotype annotation
• http://monarchinitiative.org/
– GO annotation
• http://geneontology.org/
– Evo-devo
– Others: FaceBase, HCA, …
• Structuring of other ontologies
– GO, CL, Phenotype ontologies, Disease ontologies, environment
ontologies, …
http://uberon.github.io/about/adopters.html
http://fantom.gsc.riken.jp/5/sstar/UBERON:0001890
https://bgee.org/?page=gene&gene_id=ENSG00000129757
https://bioconductor.org/packages/release/bioc/html/BgeeDB.html
https://monarchinitiative.org/anatomy/UBERON:0001230#genes
API access - biolink
https://api.monarchinitiative.org/api/
Renal structure representation in
Uberon
Kidney Nervous system Whole organism
Uberon classes 320 2,847 13,786
Cell types (CL) 134 688 2,199
Xrefs 1,097 16,706 51,247
Synonyms 830 11,422 37,794
Relationships 869 6,830 30,666
- Renal structures represent a relatively small fraction of overall information in Uberon
- Brain and other nervous system structures represent a much higher fraction
Changes made on request! https://github.com/obophenotype/uberon/issues
end
Role in KPMP
• Metadata annotation
• Discovery and analysis
• Atlas integration
Example class (OntoBee)
Uberon coordination with GO
Alam-Faruque, Y., et al (2014). Representing
Kidney Development Using the Gene Ontology.
PloS One, 9(6), e99864.
http://doi.org/10.1371/journal.pone.0099864
Phenotype ontologies
UBERON:0001224
Uberon links with CL
• Bidirectional links
– What is this cell part of?
• All ‘glomerular visceral epithelial cell’s are part of a
glomerular capsule
– What is this thing made of?
• All ‘juxtaglomerular apparatus’ has part some
‘extraglomerular mesangial cell’ and has_part some
‘kidney granular cell’
Open Biological Ontologies (OBO)
http://obofoundry.org
1. Well-integrated
Modular ontologies
2. Provide technical
and sociotechnological
framework for
cooperation
4. Enable feedback
from community
3. Provide tools, best
practices and
infrastructure for
forging new ontologies
@obofoundry
sup
por
ts
sup
por
ts
supports
supports
supports
supports
supports
supports
supports
supports
supports
supports
supports
supports
supports
supports
supports
supports
supports
supports
sup
por
ts
sup
por
ts
sup
por
ts
sup
por
ts
Part of the OBO ontology
landscape
- modular coupling
- building block approach
{
supports
supports
supports
brain
skull
located
in
forebrain midbrain
jaw
hippocampus
CA1 CA2
CNS
neuron
dopaminergic
neuron
Part
Part
Part
Part
Part
Part Part
Part
Is-a
cell
Is-a
Anatomical data annotation
phenotype
1
drug 2
brain
skull
located
in
forebrain midbrain
jaw
hippocampus
CA1 CA2
CNS
neuron
dopaminergic
neuron
Part
Part
Part
Part
Part
Part Part
Part
Is-a
document 3gene 4
cell
Is-a
Uses of anatomical ontologies
• Transcriptome data
– Genes expressed in hippocampal CA1 region
• Describing clinical phenotypes
– Loss of beta cells in the pancreas
• Biospecimen annotation
– Liver-derived sample
• Functional characterization of gene products
– BMP4 involved in bone development
• Describing species diversity
– Extant avians lack teeth but have feathers
• NLP and text processing
Use cases for logical axioms
• Use of is-a (Sub Class Of)
– Tell me about phenotypes that affect bone growth
• Answers include femur growth phenotypes
• Use of part-of
– Which genes are expressed in the hippocampus
• Answers include genes expressed in CA1 region
Use of relationships in anatomical
ontologies
• Use of develops-from
– Cancers of neural-crest lineage cells?
• Answers include melanocytomas
• Use of other relationship types
– Structures are made from connective tissue?
– Branches of the trigeminal nerve?
– Brain regions associated with ataxia?
– Neurons that secrete dopamine?
– Brain regions near the striatum?
Ontologies built for one species will
not work for others
http://en.wikipedia.org/wiki/Pharyngeal_jaw

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Representation of kidney structures in Uberon

  • 1. Representation of kidney structures in Uberon Chris Mungall cjmungall@lbl.gov KPMP Ontology Workshop Seattle July 2018
  • 2. Uberon: multi- species anatomy ontology and knowledge graph Mungall et al. (2012). Genome Biology, 13(1), R5. doi:10.1186/gb-2012-13-1-r5 Köhler et al. (2014) F1000Research 2:30 Haendel et al. (2014) JBMS 5:21 doi:10.1186/2041-1480-5-21 http://uberon.org
  • 3. CURIE: UBERON:0001230 PURL: http://purl.obolibrary.org/obo/UBERON_0001230 Label: glomerular capsule Synonyms: Bowman’s capsule, … Definition: A cup-like sac at the expanded beginning of a tubular component of a nephron that contains the glomerulus Xrefs: FMA:15626, EMAPA:28257, KUPO:0001001, ...
  • 4. CURIE: UBERON:0001230 PURL: http://purl.obolibrary.org/obo/UBERON_0001230 Label: glomerular capsule Synonyms: Bowman’s capsule, … Definition: A cup-like sac at the expanded beginning of a tubular component of a nephron that contains the glomerulus Xrefs: FMA:15626, EMAPA:28257, KUPO:0001001, ... CURIE: UBERON:0004199 Label: S-shaped body RO:0002202 develops from CURIE: UBERON:0005750 Label: glomerular parietal epithelium BFO:0000050 part of CURIE: UBERON:0000487 Label: simple squamous epithelium CURIE: UBERON:0001286 Label: Bowman’s space subClassOf RO:0002220 adjacent to
  • 5. CURIE: UBERON:0001230 PURL: http://purl.obolibrary.org/obo/UBERON_0001230 Label: glomerular capsule Synonyms: Bowman’s capsule, … Definition: A cup-like sac at the expanded beginning of a tubular component of a nephron that contains the glomerulus Xrefs: FMA:15626, EMAPA:28257, KUPO:0001001, ... CURIE: UBERON:0004199 Label: S-shaped body RO:0002202 develops from CURIE: GO:0003094 Label: glomerular filtration RO:0002215 capable of CURIE: UBERON:0005750 Label: glomerular parietal epithelium BFO:0000050 part of CURIE: UBERON:0000487 Label: simple squamous epithelium CURIE: UBERON:0001286 Label: Bowman’s space subClassOf RO:0002220 adjacent to CURIE: CL:1000452 Label: parietal epithelial cell
  • 6. CURIE: UBERON:0000081 Label: metanephros CURIE: UBERON:0000080 Label: mesonephros CURIE: UBERON:0002120 Label: pronephros RO:0002202 develops from RO:0002202 develops from CURIE: UBERON:0002113 Label: kidney Uberon
  • 7. CURIE: UBERON:0000081 Label: metanephros CURIE: UBERON:0000080 Label: mesonephros CURIE: UBERON:0002120 Label: pronephros RO:0002202 develops from RO:0002202 develops from EMAPA:17373EMAPA:27644EMAPA:16579 ZFA:0000151 ZFA:0000529 “kidney” CURIE: UBERON:0002113 Label: kidney Uberon EMAPA (mouse) ZFA (zebrafish)
  • 8. Cross-species equivalence axioms • Mouse: – MA (adult) – EMAP (embryo, staged) – EMAPA (embryo, abstract) • Other models – XAO - Xenopus – ZFA – zebrafish – FBbt – Drosophila – WBbt – C elegans – DDAnat – Dictyostelium – … • Human – FMA (adult) – EHDAA2 (CS1-CS20) – SNOMED-CT – NIF GrossAnatomy (mammal brain) • Atlases – Allen (Brain) • Mouse (adult, embryo) • Human (adult, embryo) • Non-human Primate http://uberon.github.io/downloads.html#bridge
  • 9. CURIE: UBERON:0002581 Label: postcentral gyrus CURIE: HBA:4085 Label: postcentral gyrus http://atlas.brain- map.org/atlas?atlas=265297125&structure=12899&rw=t#atlas=265297125&structure=4086&rw=t&resolution=202.08&x=36229.90171 3709674&y=36742.085905997985&zoom=-7&plate=112360981
  • 10. Current uses of Uberon • Data annotation and discovery analytics – Expression and genomics data • http://bgeedb.org • FANTOM5, ENCODE – Integrating cross-species phenotype annotation • http://monarchinitiative.org/ – GO annotation • http://geneontology.org/ – Evo-devo – Others: FaceBase, HCA, … • Structuring of other ontologies – GO, CL, Phenotype ontologies, Disease ontologies, environment ontologies, … http://uberon.github.io/about/adopters.html
  • 14. API access - biolink https://api.monarchinitiative.org/api/
  • 15. Renal structure representation in Uberon Kidney Nervous system Whole organism Uberon classes 320 2,847 13,786 Cell types (CL) 134 688 2,199 Xrefs 1,097 16,706 51,247 Synonyms 830 11,422 37,794 Relationships 869 6,830 30,666 - Renal structures represent a relatively small fraction of overall information in Uberon - Brain and other nervous system structures represent a much higher fraction Changes made on request! https://github.com/obophenotype/uberon/issues
  • 16. end
  • 17.
  • 18. Role in KPMP • Metadata annotation • Discovery and analysis • Atlas integration
  • 20. Uberon coordination with GO Alam-Faruque, Y., et al (2014). Representing Kidney Development Using the Gene Ontology. PloS One, 9(6), e99864. http://doi.org/10.1371/journal.pone.0099864
  • 22. Uberon links with CL • Bidirectional links – What is this cell part of? • All ‘glomerular visceral epithelial cell’s are part of a glomerular capsule – What is this thing made of? • All ‘juxtaglomerular apparatus’ has part some ‘extraglomerular mesangial cell’ and has_part some ‘kidney granular cell’
  • 23. Open Biological Ontologies (OBO) http://obofoundry.org 1. Well-integrated Modular ontologies 2. Provide technical and sociotechnological framework for cooperation 4. Enable feedback from community 3. Provide tools, best practices and infrastructure for forging new ontologies @obofoundry
  • 28. Anatomical data annotation phenotype 1 drug 2 brain skull located in forebrain midbrain jaw hippocampus CA1 CA2 CNS neuron dopaminergic neuron Part Part Part Part Part Part Part Part Is-a document 3gene 4 cell Is-a
  • 29. Uses of anatomical ontologies • Transcriptome data – Genes expressed in hippocampal CA1 region • Describing clinical phenotypes – Loss of beta cells in the pancreas • Biospecimen annotation – Liver-derived sample • Functional characterization of gene products – BMP4 involved in bone development • Describing species diversity – Extant avians lack teeth but have feathers • NLP and text processing
  • 30. Use cases for logical axioms • Use of is-a (Sub Class Of) – Tell me about phenotypes that affect bone growth • Answers include femur growth phenotypes • Use of part-of – Which genes are expressed in the hippocampus • Answers include genes expressed in CA1 region
  • 31. Use of relationships in anatomical ontologies • Use of develops-from – Cancers of neural-crest lineage cells? • Answers include melanocytomas • Use of other relationship types – Structures are made from connective tissue? – Branches of the trigeminal nerve? – Brain regions associated with ataxia? – Neurons that secrete dopamine? – Brain regions near the striatum?
  • 32. Ontologies built for one species will not work for others http://en.wikipedia.org/wiki/Pharyngeal_jaw

Editor's Notes

  1. Takehome: 1000 flowers blooming is ok but sometimes we need to garden TODO: change 4
  2. Takehome: Like software, reuse modular components TODO: pyramid; lego blocks
  3. Takehome: HPO is built in a modular fashion. Many benefits
  4. Takehome: HPO is built in a modular fashion. Many benefits