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THE NEED FOR INTEROPERABILITY IN BLOCKCHAIN-BASED
INITIATIVES TO FACILITATE CLINICAL TRIALS: A COMBINED
IHE/HL7 APPROACH
https://www.grapevineworld.comGlasgow, IEEE Blockchain Forum
Massimiliano Masi / Abdallah Miladi
November 15, 2018
Interoperability is a key to establish sustainable health IT services
Interoperability can‘t be achieved by only using a standard
DLT may offer a technological solution with high risk for vendor lock-in
Cryptography of blockchain is tamperproof, but IT security is vulnerable
Enterprise Architecture comes to the rescue
Massimiliano Masi: Intro to Blockchain ©Grapevine World GmbH 2/30
INTEROPERABILITY AS A KEY ENABLER TO BUILD
SUSTAINABLE HEALTH IT SERVICES
• ISO 27002 introduces the CIA triad
• Himss defines interoperability in three levels:
• Foundational (at the level of message exchange)
• Structural (at the format of data exchange)
• Semantical (at the level of information exchanged)
• If interop levels are not met, data is not available, violating
ISO dictates
• Cost reduction (switching between supplier)
STANDARDS ARE
NOT ENOUGH
• «The nice thing about standards is
that you have so many to choose
from» (A. Tanenbaum)
• «Standards alone are not enough to
guarantee interoperability» (G. Lewis)
• Open Source is not enough, adapters
proliferate
• Enterprise Architectures comes to the
rescue
• By defining concepts, rules, and
building blocks, EA (e.g., TOGAF,
IHE) enables component continuum
• See HL7 FHIR vs HL7v3 vs HL7v2 vs
RLUS, vs CDISC …
• IHE has been part of a Juncker’s
Commissin decision for health IT
CONCEPTS
• Reference Architecture is the generic architecture providing guidelines and options for
developing specific architectures and solution implementations. Here it refers to the set
of all available profiles used to build a solution architecture
• Solution Architecture describes the specific business operations/activities and the
ways in which information systems and technology support them. It typically applies to a
single project/organization.
CONCEPTS / 2
• Actor is a functional component of the healthcare, or energy, organization.
• Transaction is a standards-based specification of the interactions between IHE Actors.
• Profile is a high-level functional unit composed of related IHE Transactions, with the
capacity to address specific IT infrastructure requirements for a single case.
• … and they can also be formalised1
1 H. Aranha, M. Masi, T. Pavleska, Automatic Smart Grid Solution Architecture Design, in IEEE SmartGridComm 18
THE IHE MODEL
STANDARDS FOR CLINICAL TRIALS?
• http://www.consort-statement.org/examples/sample
• http://www.transceleratebiopharmainc.com/initiatives/clinical-data-standards/
• https://www.cdisc.org/standards
• OASIS
• W3C
• OMG (Object Management Group)
EXAMPLE: IHE QUALITY, PUBLIC HEALTH, RESEARCH
(QRPH)
• QRPH is a mature domain from IHE
• Devoted to the foster the coordinated use of established standards in the areas
• Share information relevant to quality improvement in electronic patient care and
health​care records
• Facilitate interoperability between the clinical care system and clinical research
• Facilitate interoperability between the healthcare system and public health
RELEVANT PROFILES AND DEPLOYMENTS
• Clinical Research Document, describes the content pertinent to the clinical research use
case
• Drug Safety Content, Standardizes pre-population of adverse event report fields
• Retrieve Process for Execution, Accesses a process definition, such as a research
protocol, and executes automated activities without leaving an EMR session
• National Center for Health Statistics, UC Davis, UUHC Utah, US Center for Disease
Control
• EU C2-Sense (mapping to Emergency Data Exchange)
• Supported by GE, ITH Icoserve, Qvera, Forecare, Aegis,
HEALTHCHAIN PILOT
• A two-stage pilot with
• Grapevine,
• Microsoft
• Tiani Spirit,
• University of Southampton
• Based in DE/AT/UK
• Exploiting current EU Commission-provided services (eHealth Digital Service
Infrastructure)
GOALS
• Facilitate the discovery/recruiting and onboarding of patients in clinical trials by providing
a procedure to evaluate inclusion/exclusion/randomization criteria and subsequent
follow-ups / healthcare encounters, and providing (anonymized) clinical data to research
• Global Record Locator Service
• Provide a way to reward patients for their participation (and creating a marketplace
where those reward can be exploited)
• Exploiting the naive blockchain case
• Define a provenance tracking for clinical data to be used in clinical trials
• Defining templates and storing it in the blockchain
PILLARS
• Healthcare data is NOT stored in the blockchain: data stays at the healthcare facility
• All the accesses are made using IHE/HL7 FHIR only: no need to implement yet another
standard (IHE ITI, and QRPH)
• Patient decides through an app the informed consent and she is followed during the
entire workflow. Consent is stored in the facility (BPPC)
• For each (anonymized?) data, a provenance record is tracked and stored in a private
blockchain
THE GOE
Technology already exists!
• Communication is done using IHE
• Public Ethereum / HL Fabric
• Data stays at the HPO, as well
consent(S)
• Marketplace with connectathon for
testing vendor’s façade
• Designed to work with NwHIN,
eHDSI, Trillium Bridge, EUPID,
Survivorship Passports, National
Health Systems (ELGA, NHS,
Gematik, Italian FSE)
THE GRAPEVINE
APP
• Patients register by visiting an Healthcare
Provider
• Patients are notified when a new CT is
submitted
• Patient gives consent for the evaluation of
incl/excl criteria
• GOE (and clinicians, depends) evaluates
onboarding
• Patients are notified and consent is obtained
and submitted to HPO
• Data matching clinical trial is collected and
returned to Pharma/PopHealth (GOE queries all
HPO where patients have registered)
• Further encounters are scheduled in the app
• Lifestyle data are obtained (upon permission)
from the sensors in the smartphone
PROVENANCE
TRACKING
• For each document, a provenance
record is evaluated (IHE mXDE, FHIR
Provenance) and stored in HL Fabric
on Azure (blockchain-as-a-service)
• Use of W3C PROV
THE PILOT STAGES
• Stage I: Deployments of the system in DE and AT pilot sites / establishment of the
technology / description in IHE format of the integration profiles, and relevant
connectathon testing (current stage)
• Stage II: Gather information from piloting with doctors and Pharma / definition of a
common framework of inclusion criteria / definition of a interface to report the clinical
documents, usability tests
THANK YOU FOR
YOUR ATTENTION!
BACKUP SLIDES: USE CASES
USE CASE: HEALTHCARE DATA EXCHANGE & ACCESS
Backbone
B
Backbone
A
Backbone
F
Backbone
C
Backbone
E
Backbone
D
Clinical Patient Data
Clinical Patient Data
1. Pharma Request costs x Grapes/Patient
2. Patient receives 0,6x Grapes for giving Consent and providing Fitness Data
3. Healthcare Provider receives 0,2x Grapes/Patient for providing Clinical Data
4. Analytics Service Provider receives 0,2x Grapes/Patient for providing Service
USE CASE: HEALTHCARE DATA UTILIZATION
CLINICAL STUDIES
Healthcare
Provider
Pharma
Consent
Patient
Fitness Data (optional)
Data
Analytics
Request for Patient data
1. Patient donates personal health data and gives consent
2. Teaching/Research Organization pays x Grapes/Data Set
3. Healthcare Provider receives x Grapes/Data Set
Healthcare
Provider
Patient
Consent
Fitness Data (optional)
Teaching &
Research
USE CASE: HEALTHCARE DATA UTILIZATION
TEACHING & RESEARCH
1. PopHealth Request costs x Grapes/Patient
2. Patient receives 0,6x Grapes for giving Consent and providing Fitness Data
3. Healthcare Provider receives 0,2x Grapes/Patient for providing Clinical Data
4. Analytics Service Provider receives 0,2x Grapes/Patient for providing Services
USE CASE: HEALTHCARE DATA UTILIZATION
POPULATION HEALTH
Healthcare
Provider
Consent
Patient
Fitness Data (optional)
Data
Analytics
Request for Patient dataPopulation
Health
USE CASE: HEALTHCARE DATA UTILIZATION
APP DEVELOPMENT
Healthcare
Provider
Consent
Patient
Fitness Data (optional)
App
Developer
1. AppDev Request costs x Grapes/Data Set
2. Patient receives 0,8x Grapes for giving Consent and providing Fitness Data
3. Healthcare Provider receives 0,2x Grapes/Patient for providing Clinical Data
1. Payor Request costs x Grapes/Patient
2. Patient receives x Grapes for providing Consent + Fitness Data
USE CASE: HEALTHCARE DATA UTILIZATION
FITNESS REWARDS
Patient
Consent
Fitness Data
Payor
1. Patient pays x Grapes/Request
2. Healthcare Provider receives 0,2x Grapes/Request for providing Clinical Data
3. Expert Network receives 0,8x Grapes/Request for providing Expert Opinion
USE CASE: ACQUIRING MEDICAL SERVICES
EXPERT NETWORK
Healthcare
Provider
Request for Expert Opinion (incl.
Consent) Patient
Expert Opinion
Expert
Network
1. Patient x Grapes/month for CM services
2. Healthcare Provider receives 0,1x Grapes/month for providing Clinical Data
3. Care Manager receives 0,9x Grapes/month for providing CM services
USE CASE: ACQUIRING MEDICAL SERVICES
CARE MANAGER
Healthcare
Provider
Patient
Consent
Fitness Data
Care
Manager

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The need for interoperability in blockchain-based initiatives to facilitate clinical trials: a combined IHE/HL7 approach

  • 1. THE NEED FOR INTEROPERABILITY IN BLOCKCHAIN-BASED INITIATIVES TO FACILITATE CLINICAL TRIALS: A COMBINED IHE/HL7 APPROACH https://www.grapevineworld.comGlasgow, IEEE Blockchain Forum Massimiliano Masi / Abdallah Miladi November 15, 2018
  • 2. Interoperability is a key to establish sustainable health IT services Interoperability can‘t be achieved by only using a standard DLT may offer a technological solution with high risk for vendor lock-in Cryptography of blockchain is tamperproof, but IT security is vulnerable Enterprise Architecture comes to the rescue Massimiliano Masi: Intro to Blockchain ©Grapevine World GmbH 2/30
  • 3. INTEROPERABILITY AS A KEY ENABLER TO BUILD SUSTAINABLE HEALTH IT SERVICES • ISO 27002 introduces the CIA triad • Himss defines interoperability in three levels: • Foundational (at the level of message exchange) • Structural (at the format of data exchange) • Semantical (at the level of information exchanged) • If interop levels are not met, data is not available, violating ISO dictates • Cost reduction (switching between supplier)
  • 4. STANDARDS ARE NOT ENOUGH • «The nice thing about standards is that you have so many to choose from» (A. Tanenbaum) • «Standards alone are not enough to guarantee interoperability» (G. Lewis) • Open Source is not enough, adapters proliferate • Enterprise Architectures comes to the rescue • By defining concepts, rules, and building blocks, EA (e.g., TOGAF, IHE) enables component continuum • See HL7 FHIR vs HL7v3 vs HL7v2 vs RLUS, vs CDISC … • IHE has been part of a Juncker’s Commissin decision for health IT
  • 5. CONCEPTS • Reference Architecture is the generic architecture providing guidelines and options for developing specific architectures and solution implementations. Here it refers to the set of all available profiles used to build a solution architecture • Solution Architecture describes the specific business operations/activities and the ways in which information systems and technology support them. It typically applies to a single project/organization.
  • 6. CONCEPTS / 2 • Actor is a functional component of the healthcare, or energy, organization. • Transaction is a standards-based specification of the interactions between IHE Actors. • Profile is a high-level functional unit composed of related IHE Transactions, with the capacity to address specific IT infrastructure requirements for a single case. • … and they can also be formalised1 1 H. Aranha, M. Masi, T. Pavleska, Automatic Smart Grid Solution Architecture Design, in IEEE SmartGridComm 18
  • 8. STANDARDS FOR CLINICAL TRIALS? • http://www.consort-statement.org/examples/sample • http://www.transceleratebiopharmainc.com/initiatives/clinical-data-standards/ • https://www.cdisc.org/standards • OASIS • W3C • OMG (Object Management Group)
  • 9. EXAMPLE: IHE QUALITY, PUBLIC HEALTH, RESEARCH (QRPH) • QRPH is a mature domain from IHE • Devoted to the foster the coordinated use of established standards in the areas • Share information relevant to quality improvement in electronic patient care and health​care records • Facilitate interoperability between the clinical care system and clinical research • Facilitate interoperability between the healthcare system and public health
  • 10. RELEVANT PROFILES AND DEPLOYMENTS • Clinical Research Document, describes the content pertinent to the clinical research use case • Drug Safety Content, Standardizes pre-population of adverse event report fields • Retrieve Process for Execution, Accesses a process definition, such as a research protocol, and executes automated activities without leaving an EMR session • National Center for Health Statistics, UC Davis, UUHC Utah, US Center for Disease Control • EU C2-Sense (mapping to Emergency Data Exchange) • Supported by GE, ITH Icoserve, Qvera, Forecare, Aegis,
  • 11. HEALTHCHAIN PILOT • A two-stage pilot with • Grapevine, • Microsoft • Tiani Spirit, • University of Southampton • Based in DE/AT/UK • Exploiting current EU Commission-provided services (eHealth Digital Service Infrastructure)
  • 12. GOALS • Facilitate the discovery/recruiting and onboarding of patients in clinical trials by providing a procedure to evaluate inclusion/exclusion/randomization criteria and subsequent follow-ups / healthcare encounters, and providing (anonymized) clinical data to research • Global Record Locator Service • Provide a way to reward patients for their participation (and creating a marketplace where those reward can be exploited) • Exploiting the naive blockchain case • Define a provenance tracking for clinical data to be used in clinical trials • Defining templates and storing it in the blockchain
  • 13. PILLARS • Healthcare data is NOT stored in the blockchain: data stays at the healthcare facility • All the accesses are made using IHE/HL7 FHIR only: no need to implement yet another standard (IHE ITI, and QRPH) • Patient decides through an app the informed consent and she is followed during the entire workflow. Consent is stored in the facility (BPPC) • For each (anonymized?) data, a provenance record is tracked and stored in a private blockchain
  • 14. THE GOE Technology already exists! • Communication is done using IHE • Public Ethereum / HL Fabric • Data stays at the HPO, as well consent(S) • Marketplace with connectathon for testing vendor’s façade • Designed to work with NwHIN, eHDSI, Trillium Bridge, EUPID, Survivorship Passports, National Health Systems (ELGA, NHS, Gematik, Italian FSE)
  • 15. THE GRAPEVINE APP • Patients register by visiting an Healthcare Provider • Patients are notified when a new CT is submitted • Patient gives consent for the evaluation of incl/excl criteria • GOE (and clinicians, depends) evaluates onboarding • Patients are notified and consent is obtained and submitted to HPO • Data matching clinical trial is collected and returned to Pharma/PopHealth (GOE queries all HPO where patients have registered) • Further encounters are scheduled in the app • Lifestyle data are obtained (upon permission) from the sensors in the smartphone
  • 16. PROVENANCE TRACKING • For each document, a provenance record is evaluated (IHE mXDE, FHIR Provenance) and stored in HL Fabric on Azure (blockchain-as-a-service) • Use of W3C PROV
  • 17. THE PILOT STAGES • Stage I: Deployments of the system in DE and AT pilot sites / establishment of the technology / description in IHE format of the integration profiles, and relevant connectathon testing (current stage) • Stage II: Gather information from piloting with doctors and Pharma / definition of a common framework of inclusion criteria / definition of a interface to report the clinical documents, usability tests
  • 18. THANK YOU FOR YOUR ATTENTION!
  • 20. USE CASE: HEALTHCARE DATA EXCHANGE & ACCESS Backbone B Backbone A Backbone F Backbone C Backbone E Backbone D Clinical Patient Data Clinical Patient Data
  • 21. 1. Pharma Request costs x Grapes/Patient 2. Patient receives 0,6x Grapes for giving Consent and providing Fitness Data 3. Healthcare Provider receives 0,2x Grapes/Patient for providing Clinical Data 4. Analytics Service Provider receives 0,2x Grapes/Patient for providing Service USE CASE: HEALTHCARE DATA UTILIZATION CLINICAL STUDIES Healthcare Provider Pharma Consent Patient Fitness Data (optional) Data Analytics Request for Patient data
  • 22. 1. Patient donates personal health data and gives consent 2. Teaching/Research Organization pays x Grapes/Data Set 3. Healthcare Provider receives x Grapes/Data Set Healthcare Provider Patient Consent Fitness Data (optional) Teaching & Research USE CASE: HEALTHCARE DATA UTILIZATION TEACHING & RESEARCH
  • 23. 1. PopHealth Request costs x Grapes/Patient 2. Patient receives 0,6x Grapes for giving Consent and providing Fitness Data 3. Healthcare Provider receives 0,2x Grapes/Patient for providing Clinical Data 4. Analytics Service Provider receives 0,2x Grapes/Patient for providing Services USE CASE: HEALTHCARE DATA UTILIZATION POPULATION HEALTH Healthcare Provider Consent Patient Fitness Data (optional) Data Analytics Request for Patient dataPopulation Health
  • 24. USE CASE: HEALTHCARE DATA UTILIZATION APP DEVELOPMENT Healthcare Provider Consent Patient Fitness Data (optional) App Developer 1. AppDev Request costs x Grapes/Data Set 2. Patient receives 0,8x Grapes for giving Consent and providing Fitness Data 3. Healthcare Provider receives 0,2x Grapes/Patient for providing Clinical Data
  • 25. 1. Payor Request costs x Grapes/Patient 2. Patient receives x Grapes for providing Consent + Fitness Data USE CASE: HEALTHCARE DATA UTILIZATION FITNESS REWARDS Patient Consent Fitness Data Payor
  • 26. 1. Patient pays x Grapes/Request 2. Healthcare Provider receives 0,2x Grapes/Request for providing Clinical Data 3. Expert Network receives 0,8x Grapes/Request for providing Expert Opinion USE CASE: ACQUIRING MEDICAL SERVICES EXPERT NETWORK Healthcare Provider Request for Expert Opinion (incl. Consent) Patient Expert Opinion Expert Network
  • 27. 1. Patient x Grapes/month for CM services 2. Healthcare Provider receives 0,1x Grapes/month for providing Clinical Data 3. Care Manager receives 0,9x Grapes/month for providing CM services USE CASE: ACQUIRING MEDICAL SERVICES CARE MANAGER Healthcare Provider Patient Consent Fitness Data Care Manager