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Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare Disease Registries 1 Organised by Istituto Superiore di Sanità Rome (Italy), September 21-22, 2017 Marco Roos Leiden University Medical Center, The Netherlands

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Page 1: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Introduction to conceptual modeling

and next steps

Bring Your Own Data To Link Rare Disease Registries

1Organised by Istituto Superiore di Sanità

Rome (Italy), September 21-22, 2017

and next steps

Marco Roos

Leiden University Medical Center, The Netherlands

Page 2: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Our data

Name Phenotype ...

Marco Big head ...Marco Big head ...

... ... ...

Page 3: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

LegendInstance

• the human being referred to by as “Marco”

• my big head

Class

• Human being• Human being

• Abnormality of the head

Relation (aka property, aka predicate)

• has name

• has phenotype

Value

• “Marco”

• “Groot hoofd”

“...”

Page 4: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

type

Human being

label

“Marco”

type

Name Phenotype ...

Marco Big head ...

... ... ...

Page 5: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

type

Human beingAbnormality

of the head

type

Name Phenotype ...

Marco Big head ...

... ... ...

(Marco’s big head)

type

has

phenotype

label

“Marco”

Page 6: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

type

Human beingAbnormality

of the head

has id Marco’s ORCID

type

Name Phenotype ...

Marco Big head ...

... ... ...

(Marco’s big head)

type

has

phenotype

label

“Marco”

Page 7: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Your turn...Your turn...

Page 8: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Conceptual modelling

with ontologieswith ontologies

Page 9: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Task: lookup and replace names with URIs

type

Human beingAbnormality

of the head

has id Marco’s ORCID

type

Name Phenotype ...

Marco Big head ...

... ... ...

(Marco’s big head)

type

has

phenotype

Page 10: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare
Page 11: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

type

Human beingAbnormality

of the head http://purl.obolibrary.org/obo/VTO_0011993

has id Marco’s ORCID

type

Name Phenotype ...

Marco Big head ...

... ... ...

Marco’s big head

type

has

phenotype

Page 12: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare
Page 13: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

type

Human beingAbnormality

of the head http://purl.obolibrary.org/obo/VTO_0011993

has id Marco’s ORCID

type

Name Phenotype ...

Marco Big head ...

... ... ...

Marco’s big head

type

has

phenotype

http://purl.org/dc/elements/1.1/identifier

Page 14: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare
Page 15: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

type

Human beingAbnormality

of the head http://purl.obolibrary.org/obo/VTO_0011993

has id “http://orcid.org/0000-0002-8691-772X”

type

Name Phenotype ...

Marco Big head ...

... ... ...

Marco’s big head

type

has

phenotype

http://purl.org/dc/elements/1.1/identifier

http://orcid.org/0000-0002-5312-6729

Page 16: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare
Page 17: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare
Page 18: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

type

Human beingAbnormality

of the head http://purl.obolibrary.org/obo/VTO_0011993

has id “http://orcid.org/0000-0002-8691-772X”

type

Name Phenotype ...

Marco Big head ...

... ... ...

Marco’s big head

type

has

phenotype

http://purl.org/dc/elements/1.1/identifier

http://purl.obolibrary.org/obo/RO_0002200

Page 19: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare
Page 20: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Marco’s Registry

type

Human beingIncreased head

circumference http://purl.obolibrary.org/obo/VTO_0011993

http://purl.obolibrary.org/obo/HP_0040194

has id “http://orcid.org/0000-0002-8691-772X”

type

Name Phenotype ...

Marco Big head ...

... ... ...“Marco’s big head”

type

has

phenotype

http://purl.org/dc/elements/1.1/identifier

http://purl.obolibrary.org/obo/RO_0002200label

Page 21: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Your turn...Your turn...

Page 22: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Marco’s Registry

type

Human beingIncreased head

circumference http://purl.obolibrary.org/obo/VTO_0011993

http://purl.obolibrary.org/obo/HP_0040194

has id “http://orcid.org/0000-0002-8691-772X”

type

Name Phenotype ...

Marco Big head ...

... ... ...“Marco’s big head”

type

has

phenotype

http://purl.org/dc/elements/1.1/identifier

http://purl.obolibrary.org/obo/RO_0002200label

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Alice’s registry

type

Human beingDecreased head

circumference http://purl.obolibrary.org/obo/VTO_0011993

http://purl.obolibrary.org/obo/HP_0000252

has id “http://orcid.org/xxx”

type

Name Phenotype ...

Marco Big head ...

... ... ...“Alice’s small head”

type

has

phenotype

http://purl.org/dc/elements/1.1/identifier

http://purl.obolibrary.org/obo/RO_0002200label

Page 24: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Query

How many persons have an abnormal head-size?

Marco’s

registy

Alice’s

registyHPO

Page 25: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Virtual graph

type

Human beingIncreased head

circumference http://purl.obolibrary.org/obo/VTO_0011993

obo:HP_0040194

Decreased head

circumference

obo:HP_0000252

Abnormality of the Headobo/HP_0000234

has id “http://orcid.org/0000-0002-8691-772X”

type

“Marco’s big head”

type

has

phenotype

http://purl.org/dc/elements/1.1/identifier

http://purl.obolibrary.org/obo/RO_0002200

“http://orcid.org/xxx...”has id

“Alice’s small head”

Page 26: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Abnormality of the Headobo/HP_0000234

Virtual graph

type

Human beingIncreased head

circumference http://purl.obolibrary.org/obo/VTO_0011993

obo:HP_0040194

Decreased head

circumference

obo:HP_0000252

Abnormality of the Headobo/HP_0000234

Human being

http://purl.obolibrary.org/obo/VTO_0011993

has id “http://orcid.org/0000-0002-8691-772X”

type

“Marco’s big head”

type

has

phenotype

http://purl.org/dc/elements/1.1/identifier

http://purl.obolibrary.org/obo/RO_0002200

“http://orcid.org/xxx...”has id

“Alice’s small head”

Page 27: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Abnormality of the Headobo/HP_0000234

Virtual graph

type

Human beingIncreased head

circumference http://purl.obolibrary.org/obo/VTO_0011993

obo:HP_0040194

Decreased head

circumference

obo:HP_0000252

type

Abnormality of the Headobo/HP_0000234

Human being

http://purl.obolibrary.org/obo/VTO_0011993

has id “http://orcid.org/0000-0002-8691-772X”

type

“Marco’s big head”

type

has

phenotype

http://purl.org/dc/elements/1.1/identifier

http://purl.obolibrary.org/obo/RO_0002200

“http://orcid.org/xxx...”has id

“Alice’s small head”

type

Page 28: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Abnormality of the Headobo/HP_0000234

Virtual graph

type

Human beingIncreased head

circumference http://purl.obolibrary.org/obo/VTO_0011993

obo:HP_0040194

Decreased head

circumference

obo:HP_0000252

type

Abnormality of the Headobo/HP_0000234

Human being

http://purl.obolibrary.org/obo/VTO_0011993

has id “http://orcid.org/0000-0002-8691-772X”

type

“Marco’s big head”

type

has

phenotype

http://purl.org/dc/elements/1.1/identifier

http://purl.obolibrary.org/obo/RO_0002200

“http://orcid.org/xxx...”has id

“Alice’s small head”

type

Page 29: Introduction to conceptual modeling and next stepsold.iss.it/binary/cnmr4/cont/Introduction... · Introduction to conceptual modeling and next steps Bring Your Own Data To Link Rare

Query

How many persons have an abnormal head-size?

Result:2