apidays Australia 2023 - Platforms, Products, and People: The Power of APIs
October 11 & 12, 2023
https://www.apidays.global/australia/
The Power of APIs in Genomic Research
Dr. Adrien Oliva, Ph.D, Post-Doc in Multi-Cloud Genomic Research at CSIRO
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Aspirational Block Program Block Syaldey District - Almora
apidays Australia 2023 - The Power of APIs in Genomic Research, Dr. Adrien Oliva, Ph.D, CSIRO
1. Australia’s National Science Agency
Cloud-based bioinformatics
The Power of APIs in Genomic Research
Dr. Adrien Oliva, Oct 2023
2.
3. Australia’s largest digital health program
• Powers Australia’s and England’s
clinical terminology service.
• First clinically validated mobile
APP for heart rehabilitation.
3 | The power of APIs in Genomic Research| @Tbioinf
4. 4 | The power of APIs in Genomic Research| @Tbioinf
LIFE
5. APIs accelerate health | @allPowerde @Tbioinf
5 | The power of APIs in Genomic Research| @Tbioinf
5 |
6. Genomics helped track
COVID-19 outbreak
6 |
but requires
• secure, federated data
management
• real-time analytics.
The power of APIs in Genomic Research| @Tbioinf
7. 20 EB Storage / year
Stephens et al. BigData: Astronomical or Genomical (2015)
Genomics
YouTube
Astronomy
Twitter
The power of APIs in Genomic Research| @Tbioinf
7 |
1 EB = 1,024 PB or 1,048,576 TB
YouTube estimated all time storage = 2 EB
8. Creating Trust
with appropriate
evolving consents
Secure data
exchange
to empower innovation
via collaboration
APIs in Genomic Research
Analyse data
to advance clinical
genomics
8 | The power of APIs in Genomic Research| @Tbioinf
9. Creating Trust
with appropriate
evolving consents
Secure data
exchange
to empower innovation
via collaboration
APIs in Genomic Research
Analyse data
to advance clinical
genomics
9 | The power of APIs in Genomic Research| @Tbioinf
10. VariantSpark
10 |
• Machine Learning Framework for genomic data
• Associate mutations with a traits
The power of APIs in Genomic Research| @Tbioinf
11. cases
controls
Gene1 Gene2
A B C
Detect up to 4 SNP
interactions
Smarter
11 | The power of APIs in Genomic Research| @Tbioinf Bayat, Scientific Report, 2021
Bayat, GigaScience, 2020
13. Analyzes 1 trillion
datapoints in 15h (other
tech 100,000 years)
Faster
Used
by
Chromosome
On all major cloud
providers
Available
The power of APIs in Genomic Research| @Tbioinf
13 |
14. Creating Trust
with appropriate
evolving consents
Secure data
exchange
to empower innovation
via collaboration
APIs in Genomic Research
Analyse data
to advance clinical
genomics
14 | The power of APIs in Genomic Research| @Tbioinf
15. 15 |
Data copies everywhere,
Losing Data ownership
Individual owners Centralised Organisation owned
Too much power, security
concerns, Blanket consents
The power of APIs in Genomic Research| @Tbioinf
16. Secure
Newborn screening
16 | The power of APIs in Genomic Research| @Tbioinf
Consent Transparent
Auditable
Data Sovereignty
PATIENT
27. Creating Trust
with appropriate
evolving consents
Secure data
exchange
to empower innovation
via collaboration
APIs in Genomic Research
Analyse data
to advance clinical
genomics
27 | The power of APIs in Genomic Research| @Tbioinf
28. 28 | The power of APIs in Genomic Research| @Tbioinf Source: https://beacon-project.io
29. Exchanging genomic data cloud-natively
29 |
Partners
Serve a query in 1s and
update data in 20s
(1800 times faster)
Faster
Zero idle costs
Cheaper
Scalable
Scale up to 3 billion
genomic locations and 40
million individuals
The power of APIs in Genomic Research| @Tbioinf
30. 30 |
Beacon V2 compliant
The power of APIs in Genomic Research| @Tbioinf
31. 31 | The power of APIs in Genomic Research| @Tbioinf
32. 1. Connect the data to the analytics:
VariantSpark and BitEpi – finding disease genes, to
treat and even prevent disease.
2. Give data sovereignty and power back to the patient
Dynamic Consent Protocol – Creating trust with
evolving consent management.
3. Secure data exchange to empower innovation via
collaboration:
sBeacon – Enable safe global data sharing for federated
genomic discoveries.
Three things to remember
32 | The power of APIs in Genomic Research| @Tbioinf
33. Australia’s National Science Agency
CSIRO Health and Biosecurity
Adrien.Oliva@csiro.au
Let’s work together
Visit our site:
https://bioinformatics.csiro.au
@Tbioinf