SlideShare ist ein Scribd-Unternehmen logo
1 von 11
Downloaden Sie, um offline zu lesen
Orion Buske, CEO
orion@phenotips.com
Phenotypes
(and their role in rare disease diagnosis)
CORD Spring Conference
June 2022
How to provide a timely and accurate diagnosis?
Genome sequencing allows us to diagnose
1000s of genetic conditions with a single test
But it’s not really a single test, it’s thousands
or millions of them, all in parallel
We need to know which are relevant to the patient’s
condition
Labs frequently have to re-contact the ordering clinician to get more
detailed information
— GeneDx XomeDx
— Invitae Exome
The patient phenotype drives genomic diagnostics
phe·no·type /ˈfēnəˌtīp/
4
noun BIOLOGY
the set of observable characteristics
of an individual resulting from the
interaction of its genotype with the
environment.
What is a phenotype?
One eye
Short stature
Yellow skin
Sparse scalp hair
Conspicuously
happy disposition
Human Phenotype Ontology
13,000+ terms; 156,000+ associations to
7,000 rare diseases and 4,000 common diseases
eye disease
abnormal eye
morphology
coloboma
globe
abnormality
neurologic skeletal
...
abnormality
5
Structured data helps computers help us
6
diagnosis
phenotype–disease
genome analysis
phenotype–gene
matchmaking
phenotype–phenotype
7
Patient
Specialist
Genetic
Counselor
EHR
PhenoTips
Labs
Digital
transformation
Data interoperability
Workflow efficiency
Patient safety
Precision
medicine
PhenoTips: digital infrastructure for genomic medicine
Features to simplify deep phenotyping
Smart search Smart measurements
Microcephaly [HP:0000252]
[...] The patient presents with osseous maturation
and mild intellectual disability. Craniofacial
features include flat nasal bridge, large ears, long
philtrum, micrognathia, loose skin, and a triangular
face. [...]
Text mining
genes
rare diseases
family history
phenotype
genotype
9
PhenoTips is the genomic medicine platform
with phenotype at its core
Hospitals
Portable data enables matchmaking
Research Clinics
National and International Initiatives
Matchmaking
Unsolved Cases
10
Check out the May 2022
special issue in Human
Mutation! [open access]
A huge thank you to our team, and
all the people and organizations
that have supported the project,
and the patients, providers and
researchers we are trying to benefit
through it.
Thank you.
orion@phenotips.com
11

Weitere ähnliche Inhalte

Ähnlich wie Day 1: Phenotypes: Orion Buske, PhenoTips

Integrating clinical and model organism G2P data for disease discovery
Integrating clinical and model organism G2P data for disease discoveryIntegrating clinical and model organism G2P data for disease discovery
Integrating clinical and model organism G2P data for disease discoverymhaendel
 
Use of semantic phenotyping to aid disease diagnosis
Use of semantic phenotyping to aid disease diagnosisUse of semantic phenotyping to aid disease diagnosis
Use of semantic phenotyping to aid disease diagnosismhaendel
 
Global Phenotypic Data Sharing Standards to Maximize Diagnostics and Mechanis...
Global Phenotypic Data Sharing Standards to Maximize Diagnostics and Mechanis...Global Phenotypic Data Sharing Standards to Maximize Diagnostics and Mechanis...
Global Phenotypic Data Sharing Standards to Maximize Diagnostics and Mechanis...mhaendel
 
Autosomal Dominant Optica Atrophy Type I.poster
Autosomal Dominant Optica Atrophy Type I.posterAutosomal Dominant Optica Atrophy Type I.poster
Autosomal Dominant Optica Atrophy Type I.posterBritney Hopgood Berdecia
 
Martin-Bell Syndrome
Martin-Bell SyndromeMartin-Bell Syndrome
Martin-Bell SyndromeNicole Savoie
 
Final cloning endangered species 1 main presentation
Final cloning endangered species 1 main presentationFinal cloning endangered species 1 main presentation
Final cloning endangered species 1 main presentationsomsscience7
 
Nicks final cloning endangered species 1 main presentation
Nicks final cloning endangered species 1 main presentationNicks final cloning endangered species 1 main presentation
Nicks final cloning endangered species 1 main presentationsomsscience7
 
Pleiotrophism: Gene Interaction
Pleiotrophism: Gene InteractionPleiotrophism: Gene Interaction
Pleiotrophism: Gene InteractionRAJENDRACHAVHAN2
 
Cure and Treatment of Diseases and Disorders
Cure and Treatment of Diseases and DisordersCure and Treatment of Diseases and Disorders
Cure and Treatment of Diseases and DisordersMorganScience
 
Envisioning a world where everyone helps solve disease
Envisioning a world where everyone helps solve diseaseEnvisioning a world where everyone helps solve disease
Envisioning a world where everyone helps solve diseasemhaendel
 

Ähnlich wie Day 1: Phenotypes: Orion Buske, PhenoTips (13)

Integrating clinical and model organism G2P data for disease discovery
Integrating clinical and model organism G2P data for disease discoveryIntegrating clinical and model organism G2P data for disease discovery
Integrating clinical and model organism G2P data for disease discovery
 
Use of semantic phenotyping to aid disease diagnosis
Use of semantic phenotyping to aid disease diagnosisUse of semantic phenotyping to aid disease diagnosis
Use of semantic phenotyping to aid disease diagnosis
 
Global Phenotypic Data Sharing Standards to Maximize Diagnostics and Mechanis...
Global Phenotypic Data Sharing Standards to Maximize Diagnostics and Mechanis...Global Phenotypic Data Sharing Standards to Maximize Diagnostics and Mechanis...
Global Phenotypic Data Sharing Standards to Maximize Diagnostics and Mechanis...
 
Autosomal Dominant Optica Atrophy Type I.poster
Autosomal Dominant Optica Atrophy Type I.posterAutosomal Dominant Optica Atrophy Type I.poster
Autosomal Dominant Optica Atrophy Type I.poster
 
Martin-Bell Syndrome
Martin-Bell SyndromeMartin-Bell Syndrome
Martin-Bell Syndrome
 
Berger Ls 7e Ch 3
Berger Ls 7e  Ch 3Berger Ls 7e  Ch 3
Berger Ls 7e Ch 3
 
Final cloning endangered species 1 main presentation
Final cloning endangered species 1 main presentationFinal cloning endangered species 1 main presentation
Final cloning endangered species 1 main presentation
 
Nicks final cloning endangered species 1 main presentation
Nicks final cloning endangered species 1 main presentationNicks final cloning endangered species 1 main presentation
Nicks final cloning endangered species 1 main presentation
 
Pleiotrophism: Gene Interaction
Pleiotrophism: Gene InteractionPleiotrophism: Gene Interaction
Pleiotrophism: Gene Interaction
 
Most recent 3
Most recent 3Most recent 3
Most recent 3
 
Cure and Treatment of Diseases and Disorders
Cure and Treatment of Diseases and DisordersCure and Treatment of Diseases and Disorders
Cure and Treatment of Diseases and Disorders
 
Envisioning a world where everyone helps solve disease
Envisioning a world where everyone helps solve diseaseEnvisioning a world where everyone helps solve disease
Envisioning a world where everyone helps solve disease
 
Genetics in Ophthalmology
Genetics in OphthalmologyGenetics in Ophthalmology
Genetics in Ophthalmology
 

Mehr von Canadian Organization for Rare Disorders

Day 2: Thierry Lacaze-Masmonteil, Maternal Infant Child Youth Research Network
Day 2: Thierry Lacaze-Masmonteil, Maternal Infant Child Youth Research NetworkDay 2: Thierry Lacaze-Masmonteil, Maternal Infant Child Youth Research Network
Day 2: Thierry Lacaze-Masmonteil, Maternal Infant Child Youth Research NetworkCanadian Organization for Rare Disorders
 
Day 2: Cheryl Greenberg, Children's Hospital Research Institute of Manitoba
Day 2: Cheryl Greenberg, Children's Hospital Research Institute of ManitobaDay 2: Cheryl Greenberg, Children's Hospital Research Institute of Manitoba
Day 2: Cheryl Greenberg, Children's Hospital Research Institute of ManitobaCanadian Organization for Rare Disorders
 
Day 1: INFORM RARE: Beth Potter, Alexandra Wyatt, Pranesh Chakraborty, Monica...
Day 1: INFORM RARE: Beth Potter, Alexandra Wyatt, Pranesh Chakraborty, Monica...Day 1: INFORM RARE: Beth Potter, Alexandra Wyatt, Pranesh Chakraborty, Monica...
Day 1: INFORM RARE: Beth Potter, Alexandra Wyatt, Pranesh Chakraborty, Monica...Canadian Organization for Rare Disorders
 
Day 1 : Canadian Neuromuscular Network, Western University - Craig Campbell, ...
Day 1 : Canadian Neuromuscular Network, Western University - Craig Campbell, ...Day 1 : Canadian Neuromuscular Network, Western University - Craig Campbell, ...
Day 1 : Canadian Neuromuscular Network, Western University - Craig Campbell, ...Canadian Organization for Rare Disorders
 
Day 1: Rare Disease Research Network and National Children’s Hospital - Marsh...
Day 1: Rare Disease Research Network and National Children’s Hospital - Marsh...Day 1: Rare Disease Research Network and National Children’s Hospital - Marsh...
Day 1: Rare Disease Research Network and National Children’s Hospital - Marsh...Canadian Organization for Rare Disorders
 

Mehr von Canadian Organization for Rare Disorders (20)

Webinar: Investing $1.5b in A Sustainable Rare Disease Ecosystem
Webinar: Investing $1.5b in A Sustainable Rare Disease EcosystemWebinar: Investing $1.5b in A Sustainable Rare Disease Ecosystem
Webinar: Investing $1.5b in A Sustainable Rare Disease Ecosystem
 
CORD-RQMO: English Slides
CORD-RQMO: English Slides CORD-RQMO: English Slides
CORD-RQMO: English Slides
 
CORD-RQMO: French Slides
CORD-RQMO: French SlidesCORD-RQMO: French Slides
CORD-RQMO: French Slides
 
Webinar: PMPRB NEW Guidelines and Impact on Rare Diseases
Webinar: PMPRB NEW Guidelines and Impact on Rare Diseases Webinar: PMPRB NEW Guidelines and Impact on Rare Diseases
Webinar: PMPRB NEW Guidelines and Impact on Rare Diseases
 
Day 1: NORD Centres of Excellence - Pamela Gavin
Day 1: NORD Centres of Excellence - Pamela GavinDay 1: NORD Centres of Excellence - Pamela Gavin
Day 1: NORD Centres of Excellence - Pamela Gavin
 
Day 1: IAM RARE: Pamela Gavin, NORD
Day 1: IAM RARE: Pamela Gavin, NORDDay 1: IAM RARE: Pamela Gavin, NORD
Day 1: IAM RARE: Pamela Gavin, NORD
 
Day 2: Rare Disease & Drug Access Pathway
Day 2: Rare Disease  & Drug Access Pathway Day 2: Rare Disease  & Drug Access Pathway
Day 2: Rare Disease & Drug Access Pathway
 
Day 2: Thierry Lacaze-Masmonteil, Maternal Infant Child Youth Research Network
Day 2: Thierry Lacaze-Masmonteil, Maternal Infant Child Youth Research NetworkDay 2: Thierry Lacaze-Masmonteil, Maternal Infant Child Youth Research Network
Day 2: Thierry Lacaze-Masmonteil, Maternal Infant Child Youth Research Network
 
Dar 2: Patient Engagement and Patient Empowerment Panel
Dar 2: Patient Engagement and Patient Empowerment Panel Dar 2: Patient Engagement and Patient Empowerment Panel
Dar 2: Patient Engagement and Patient Empowerment Panel
 
Day 2: Cheryl Greenberg, Children's Hospital Research Institute of Manitoba
Day 2: Cheryl Greenberg, Children's Hospital Research Institute of ManitobaDay 2: Cheryl Greenberg, Children's Hospital Research Institute of Manitoba
Day 2: Cheryl Greenberg, Children's Hospital Research Institute of Manitoba
 
Day 1: INFORM RARE: Beth Potter, Alexandra Wyatt, Pranesh Chakraborty, Monica...
Day 1: INFORM RARE: Beth Potter, Alexandra Wyatt, Pranesh Chakraborty, Monica...Day 1: INFORM RARE: Beth Potter, Alexandra Wyatt, Pranesh Chakraborty, Monica...
Day 1: INFORM RARE: Beth Potter, Alexandra Wyatt, Pranesh Chakraborty, Monica...
 
Day 1: Newborn Screening: Pranesh Chakraborty, University of Ottawa
Day 1: Newborn Screening: Pranesh Chakraborty, University of OttawaDay 1: Newborn Screening: Pranesh Chakraborty, University of Ottawa
Day 1: Newborn Screening: Pranesh Chakraborty, University of Ottawa
 
Day 1: Genomic Sequencing: Kym Boycott, CHEO
Day 1: Genomic Sequencing: Kym Boycott, CHEODay 1: Genomic Sequencing: Kym Boycott, CHEO
Day 1: Genomic Sequencing: Kym Boycott, CHEO
 
Day 1: INFORM RARE
Day 1: INFORM RAREDay 1: INFORM RARE
Day 1: INFORM RARE
 
Day 1 : Canadian Neuromuscular Network, Western University - Craig Campbell, ...
Day 1 : Canadian Neuromuscular Network, Western University - Craig Campbell, ...Day 1 : Canadian Neuromuscular Network, Western University - Craig Campbell, ...
Day 1 : Canadian Neuromuscular Network, Western University - Craig Campbell, ...
 
Day 1: Rare Disease Research Network and National Children’s Hospital - Marsh...
Day 1: Rare Disease Research Network and National Children’s Hospital - Marsh...Day 1: Rare Disease Research Network and National Children’s Hospital - Marsh...
Day 1: Rare Disease Research Network and National Children’s Hospital - Marsh...
 
Day 1: WHO-RDI Global Rare Disease Network - Matt Bolz-Johnson, EURORDIS
Day 1: WHO-RDI Global Rare Disease Network - Matt Bolz-Johnson, EURORDISDay 1: WHO-RDI Global Rare Disease Network - Matt Bolz-Johnson, EURORDIS
Day 1: WHO-RDI Global Rare Disease Network - Matt Bolz-Johnson, EURORDIS
 
Day 1: Children's Healthcare Canada CORD
Day 1: Children's Healthcare Canada CORD Day 1: Children's Healthcare Canada CORD
Day 1: Children's Healthcare Canada CORD
 
Day 1: Network of Centres of Excellence
Day 1:  Network of Centres of ExcellenceDay 1:  Network of Centres of Excellence
Day 1: Network of Centres of Excellence
 
Day 1: Status of Canadian access for RD drugs Panel
Day 1: Status of Canadian access for RD drugs Panel Day 1: Status of Canadian access for RD drugs Panel
Day 1: Status of Canadian access for RD drugs Panel
 

Kürzlich hochgeladen

Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★
Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★
Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★indiancallgirl4rent
 
Call Girls Chandigarh 👙 7001035870 👙 Genuine WhatsApp Number for Real Meet
Call Girls Chandigarh 👙 7001035870 👙 Genuine WhatsApp Number for Real MeetCall Girls Chandigarh 👙 7001035870 👙 Genuine WhatsApp Number for Real Meet
Call Girls Chandigarh 👙 7001035870 👙 Genuine WhatsApp Number for Real Meetpriyashah722354
 
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...Niamh verma
 
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...gurkirankumar98700
 
Udaipur Call Girls 📲 9999965857 Call Girl in Udaipur
Udaipur Call Girls 📲 9999965857 Call Girl in UdaipurUdaipur Call Girls 📲 9999965857 Call Girl in Udaipur
Udaipur Call Girls 📲 9999965857 Call Girl in Udaipurseemahedar019
 
ooty Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
ooty Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meetooty Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
ooty Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...Russian Call Girls Amritsar
 
💚😋Mumbai Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Mumbai Escort Service Call Girls, ₹5000 To 25K With AC💚😋💚😋Mumbai Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Mumbai Escort Service Call Girls, ₹5000 To 25K With AC💚😋Sheetaleventcompany
 
Call Girls Service Faridabad 📲 9999965857 ヅ10k NiGhT Call Girls In Faridabad
Call Girls Service Faridabad 📲 9999965857 ヅ10k NiGhT Call Girls In FaridabadCall Girls Service Faridabad 📲 9999965857 ヅ10k NiGhT Call Girls In Faridabad
Call Girls Service Faridabad 📲 9999965857 ヅ10k NiGhT Call Girls In Faridabadgragmanisha42
 
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetNanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
VIP Call Girl Sector 32 Noida Just Book Me 9711199171
VIP Call Girl Sector 32 Noida Just Book Me 9711199171VIP Call Girl Sector 32 Noida Just Book Me 9711199171
VIP Call Girl Sector 32 Noida Just Book Me 9711199171Call Girls Service Gurgaon
 
Sambalpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Sambalpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetSambalpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Sambalpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetCall Girls Service
 
Call Girls Service In Goa 💋 9316020077💋 Goa Call Girls By Russian Call Girl...
Call Girls Service In Goa  💋 9316020077💋 Goa Call Girls  By Russian Call Girl...Call Girls Service In Goa  💋 9316020077💋 Goa Call Girls  By Russian Call Girl...
Call Girls Service In Goa 💋 9316020077💋 Goa Call Girls By Russian Call Girl...russian goa call girl and escorts service
 
Jaipur Call Girls 9257276172 Call Girl in Jaipur Rajasthan
Jaipur Call Girls 9257276172 Call Girl in Jaipur RajasthanJaipur Call Girls 9257276172 Call Girl in Jaipur Rajasthan
Jaipur Call Girls 9257276172 Call Girl in Jaipur Rajasthanindiancallgirl4rent
 
Dehradun Call Girls Service 08854095900 Real Russian Girls Looking Models
Dehradun Call Girls Service 08854095900 Real Russian Girls Looking ModelsDehradun Call Girls Service 08854095900 Real Russian Girls Looking Models
Dehradun Call Girls Service 08854095900 Real Russian Girls Looking Modelsindiancallgirl4rent
 
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋Sheetaleventcompany
 
VIP Call Girl Sector 10 Noida Call Me: 9711199171
VIP Call Girl Sector 10 Noida Call Me: 9711199171VIP Call Girl Sector 10 Noida Call Me: 9711199171
VIP Call Girl Sector 10 Noida Call Me: 9711199171Call Girls Service Gurgaon
 
Jodhpur Call Girls 📲 9999965857 Jodhpur best beutiful hot girls full satisfie...
Jodhpur Call Girls 📲 9999965857 Jodhpur best beutiful hot girls full satisfie...Jodhpur Call Girls 📲 9999965857 Jodhpur best beutiful hot girls full satisfie...
Jodhpur Call Girls 📲 9999965857 Jodhpur best beutiful hot girls full satisfie...seemahedar019
 
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Thane Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 

Kürzlich hochgeladen (20)

Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★
Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★
Enjoyment ★ 8854095900 Indian Call Girls In Dehradun 🍆🍌 By Dehradun Call Girl ★
 
Call Girls Chandigarh 👙 7001035870 👙 Genuine WhatsApp Number for Real Meet
Call Girls Chandigarh 👙 7001035870 👙 Genuine WhatsApp Number for Real MeetCall Girls Chandigarh 👙 7001035870 👙 Genuine WhatsApp Number for Real Meet
Call Girls Chandigarh 👙 7001035870 👙 Genuine WhatsApp Number for Real Meet
 
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...
Call Girls Service Chandigarh Gori WhatsApp ❤7710465962 VIP Call Girls Chandi...
 
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...
Russian Call Girls Lucknow ₹7.5k Pick Up & Drop With Cash Payment 8923113531 ...
 
Udaipur Call Girls 📲 9999965857 Call Girl in Udaipur
Udaipur Call Girls 📲 9999965857 Call Girl in UdaipurUdaipur Call Girls 📲 9999965857 Call Girl in Udaipur
Udaipur Call Girls 📲 9999965857 Call Girl in Udaipur
 
ooty Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
ooty Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meetooty Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
ooty Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...
Local Housewife and effective ☎️ 8250192130 🍉🍓 Sexy Girls VIP Call Girls Chan...
 
💚😋Mumbai Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Mumbai Escort Service Call Girls, ₹5000 To 25K With AC💚😋💚😋Mumbai Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Mumbai Escort Service Call Girls, ₹5000 To 25K With AC💚😋
 
Call Girls Service Faridabad 📲 9999965857 ヅ10k NiGhT Call Girls In Faridabad
Call Girls Service Faridabad 📲 9999965857 ヅ10k NiGhT Call Girls In FaridabadCall Girls Service Faridabad 📲 9999965857 ヅ10k NiGhT Call Girls In Faridabad
Call Girls Service Faridabad 📲 9999965857 ヅ10k NiGhT Call Girls In Faridabad
 
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetNanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Nanded Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Hyderabad Just Call 9907093804 Top Class Call Girl Service Available
 
VIP Call Girl Sector 32 Noida Just Book Me 9711199171
VIP Call Girl Sector 32 Noida Just Book Me 9711199171VIP Call Girl Sector 32 Noida Just Book Me 9711199171
VIP Call Girl Sector 32 Noida Just Book Me 9711199171
 
Sambalpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Sambalpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real MeetSambalpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
Sambalpur Call Girls 👙 6297143586 👙 Genuine WhatsApp Number for Real Meet
 
Call Girls Service In Goa 💋 9316020077💋 Goa Call Girls By Russian Call Girl...
Call Girls Service In Goa  💋 9316020077💋 Goa Call Girls  By Russian Call Girl...Call Girls Service In Goa  💋 9316020077💋 Goa Call Girls  By Russian Call Girl...
Call Girls Service In Goa 💋 9316020077💋 Goa Call Girls By Russian Call Girl...
 
Jaipur Call Girls 9257276172 Call Girl in Jaipur Rajasthan
Jaipur Call Girls 9257276172 Call Girl in Jaipur RajasthanJaipur Call Girls 9257276172 Call Girl in Jaipur Rajasthan
Jaipur Call Girls 9257276172 Call Girl in Jaipur Rajasthan
 
Dehradun Call Girls Service 08854095900 Real Russian Girls Looking Models
Dehradun Call Girls Service 08854095900 Real Russian Girls Looking ModelsDehradun Call Girls Service 08854095900 Real Russian Girls Looking Models
Dehradun Call Girls Service 08854095900 Real Russian Girls Looking Models
 
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋
💚😋Kolkata Escort Service Call Girls, ₹5000 To 25K With AC💚😋
 
VIP Call Girl Sector 10 Noida Call Me: 9711199171
VIP Call Girl Sector 10 Noida Call Me: 9711199171VIP Call Girl Sector 10 Noida Call Me: 9711199171
VIP Call Girl Sector 10 Noida Call Me: 9711199171
 
Jodhpur Call Girls 📲 9999965857 Jodhpur best beutiful hot girls full satisfie...
Jodhpur Call Girls 📲 9999965857 Jodhpur best beutiful hot girls full satisfie...Jodhpur Call Girls 📲 9999965857 Jodhpur best beutiful hot girls full satisfie...
Jodhpur Call Girls 📲 9999965857 Jodhpur best beutiful hot girls full satisfie...
 
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Thane Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Thane Just Call 9907093804 Top Class Call Girl Service Available
 

Day 1: Phenotypes: Orion Buske, PhenoTips

  • 1. Orion Buske, CEO orion@phenotips.com Phenotypes (and their role in rare disease diagnosis) CORD Spring Conference June 2022
  • 2. How to provide a timely and accurate diagnosis? Genome sequencing allows us to diagnose 1000s of genetic conditions with a single test But it’s not really a single test, it’s thousands or millions of them, all in parallel We need to know which are relevant to the patient’s condition
  • 3. Labs frequently have to re-contact the ordering clinician to get more detailed information — GeneDx XomeDx — Invitae Exome The patient phenotype drives genomic diagnostics
  • 4. phe·no·type /ˈfēnəˌtīp/ 4 noun BIOLOGY the set of observable characteristics of an individual resulting from the interaction of its genotype with the environment. What is a phenotype? One eye Short stature Yellow skin Sparse scalp hair Conspicuously happy disposition
  • 5. Human Phenotype Ontology 13,000+ terms; 156,000+ associations to 7,000 rare diseases and 4,000 common diseases eye disease abnormal eye morphology coloboma globe abnormality neurologic skeletal ... abnormality 5
  • 6. Structured data helps computers help us 6 diagnosis phenotype–disease genome analysis phenotype–gene matchmaking phenotype–phenotype
  • 8. Features to simplify deep phenotyping Smart search Smart measurements Microcephaly [HP:0000252] [...] The patient presents with osseous maturation and mild intellectual disability. Craniofacial features include flat nasal bridge, large ears, long philtrum, micrognathia, loose skin, and a triangular face. [...] Text mining
  • 9. genes rare diseases family history phenotype genotype 9 PhenoTips is the genomic medicine platform with phenotype at its core
  • 10. Hospitals Portable data enables matchmaking Research Clinics National and International Initiatives Matchmaking Unsolved Cases 10 Check out the May 2022 special issue in Human Mutation! [open access]
  • 11. A huge thank you to our team, and all the people and organizations that have supported the project, and the patients, providers and researchers we are trying to benefit through it. Thank you. orion@phenotips.com 11