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Australia’s National Science Agency
Cloud-based bioinformatics
The Power of APIs in Genomic Research
Dr. Adrien Oliva, Oct 2023
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 | The power of APIs in Genomic Research| @Tbioinf
LIFE
APIs accelerate health | @allPowerde @Tbioinf
5 | The power of APIs in Genomic Research| @Tbioinf
5 |
Genomics helped track
COVID-19 outbreak
6 |
but requires
• secure, federated data
management
• real-time analytics.
The power of APIs in Genomic Research| @Tbioinf
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
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
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
VariantSpark
10 |
• Machine Learning Framework for genomic data
• Associate mutations with a traits
The power of APIs in Genomic Research| @Tbioinf
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
12 |
Distributions
The power of APIs in Genomic Research| @Tbioinf
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 |
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 |
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
Secure
Newborn screening
16 | The power of APIs in Genomic Research| @Tbioinf
Consent Transparent
Auditable
Data Sovereignty
PATIENT
Dynamic Consent Protocol
17 | The power of APIs in Genomic Research| @Tbioinf
Dynamic Consent Protocol
18 | The power of APIs in Genomic Research| @Tbioinf
Dynamic Consent Protocol
19 | The power of APIs in Genomic Research| @Tbioinf
20 | The power of APIs in Genomic Research| @Tbioinf
Dynamic Consent Protocol
21 | The power of APIs in Genomic Research| @Tbioinf
Dynamic Consent Protocol
22 | The power of APIs in Genomic Research| @Tbioinf
23 | The power of APIs in Genomic Research| @Tbioinf
Dynamic Consent Protocol
24 | The power of APIs in Genomic Research| @Tbioinf
Dynamic Consent Protocol
25 | The power of APIs in Genomic Research| @Tbioinf
Dynamic Consent Protocol
26 |
Power to the patient
The power of APIs in Genomic Research| @Tbioinf
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 | The power of APIs in Genomic Research| @Tbioinf Source: https://beacon-project.io
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 |
Beacon V2 compliant
The power of APIs in Genomic Research| @Tbioinf
31 | The power of APIs in Genomic Research| @Tbioinf
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
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

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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
  • 12. 12 | Distributions The power of APIs in Genomic Research| @Tbioinf
  • 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
  • 17. Dynamic Consent Protocol 17 | The power of APIs in Genomic Research| @Tbioinf
  • 18. Dynamic Consent Protocol 18 | The power of APIs in Genomic Research| @Tbioinf
  • 19. Dynamic Consent Protocol 19 | The power of APIs in Genomic Research| @Tbioinf
  • 20. 20 | The power of APIs in Genomic Research| @Tbioinf
  • 21. Dynamic Consent Protocol 21 | The power of APIs in Genomic Research| @Tbioinf
  • 22. Dynamic Consent Protocol 22 | The power of APIs in Genomic Research| @Tbioinf
  • 23. 23 | The power of APIs in Genomic Research| @Tbioinf
  • 24. Dynamic Consent Protocol 24 | The power of APIs in Genomic Research| @Tbioinf
  • 25. Dynamic Consent Protocol 25 | The power of APIs in Genomic Research| @Tbioinf
  • 26. Dynamic Consent Protocol 26 | Power to the patient The power of APIs in Genomic Research| @Tbioinf
  • 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