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Practical realization of e-Health
Data Security and Genome
Database
Erkki Leego
Head of IT Department
Estonian Genome Center,
University of Tartu
Biobanks
• Biobank
– An organized collection of human biological
material and associated information stored for one
or more research purposes
• Population biobank
– The collection has a population basis
– To supply biological materials or data derived
therefrom for multiple future research projects
– It contains biological materials and associated
personal data
Genetic research
• Most complex diseases are caused by a large
number of combined effects from genes,
lifestyle, and the environment
• New discoveries and development of tools
depend on studies of large collections of well-
documented, up-to-date epidemiological and
clinical data accompanied by biological
material from individuals
Background of the Estonian
Biobank
• Research institute of the University of Tartu
• Longitudinal, prospective, population based
biobank, established in 2000
• 52,000 gene donors recruited
• 5% of the adult population
– 18 years and older
• Supported directly by the government
• The project is conducted according to the
Estonian Human Genes Research Act
Population pyramid (50155 participants)
02680536080401072013400
0100200300400500600700
18
20
22
24
26
28
30
32
34
36
38
40
42
44
46
48
50
52
54
56
58
60
62
64
66
68
70
72
74
76
78
80
82
84
Count EGCUT
Age
Female
EGCUT
Estonia 2007
0 2680 5360 8040 10720 13400
0 100 200 300 400 500 600 700
18
20
22
24
26
28
30
32
34
36
38
40
42
44
46
48
50
52
54
56
58
60
62
64
66
68
70
72
74
76
78
80
82
84
Count EGCUT
Male
EGCUT
Estonia 2007
Count Estonia Count Estonia
Data “infrastructure” for
research
• Good quality data collection
– Biomedical data (DNA, plasma, WBC)
– Phenotype
– Genealogy
– Epidemiology data
– Genotypes
• Open to various research projects
• Well defined procedures for data release
• Usable next 30 years
Questionnaire of
EGCUT
Personal data
Place of birth
Place of residence
Nationality
Education
Occupation
Genealogy
Parents
Children
Siblings
Grandparents
Health behavior
Smoking and
alcohol
Personality
inventory NEO-
PI-3
Physical activity
EQ-5D
Nutrition
Health self-
assessment
Chronotype
questionnaire
MCTQ
Diseases
Diagnosis
ICD – 10
Treatment
ATC
Psychiatry module
M.I.N.I. and SSP
Questions about
diabetes
Questions
about c/v diseases
Objective data
Height & weight
Blood pressure
Pulse
Handedness
Waist
Hip
Diagnoses in the database
(50155 participants)
64245
8928
3106
12677
10766
11833
19918
13833
40209
60778
39490
12585
37322
21170
3352
134
1405
3202
5710
1610
619
0 10000 20000 30000 40000 50000 60000 70000
Certain Infectious And Parasitic Diseases A00-B99
Neoplasms C00-D48
Diseases Of Blood And Blood-Forming Organs And Certain…
Endocrine, Nutritional And Metabolic Diseases E00-E90
Mental, Behavioural Disorders F00-F99
Diseases Of The Nervous System G00-G99
Diseases Of The Eye And Adnexa H00-H59
Diseases Of The Ear And Mastoid Process H60-H95
Diseases Of The Circulatory System I00-I99
Diseases Of The Respiratory System J00-J99
Diseases Of The Digestive System K00-K93
Diseases Of The Skin And Subcutaneous Tissue L00-L99
Diseases Of The Musculoskeletal System And Connective Tissue…
Diseases Of The Genitourinary System N00-N99
Pregnancy, Childbirth And The Puerperium O00-O99
Certain Conditions Originating In The Perinatal Period P00-P96
Congenital Malformations, Deformations, And Chromosomal…
Symptoms, Signs And Abnormal Clinical And Laboratory Findings,…
Injury, Poisoning And Certain Other Consequences Of External…
Factors Influencing Health Status And Contact With Health Services…
External Causes Of Morbidity And Mortality V01-Y98
•In average a participant has
reported 7.8 different diagnoses
•98.3% of participants have
reported at least one disease
Education: the Estonian population vs. EGCUT
(50155 participants)
0 10 20 30
Education unknown
No elementary education
Elementary education
Basic education
Secondary education
Professional secondary
education
Higher education
Scientific degree
%
Estonian population EGCUT
Example of science project
• Genetic map of Europe (link)
Realization and
data security
Network of recruiters
• Primary care
providers (PCPs)
• Network of 640
recruiters
– 454 GPs (56% of all
GPs in Estonia)
– 186 senior nurses and
nurses
• 30h training
– genetics,
biobanking, data
protection, ethics &
law
Data and sample collection
Courier
Filled questionnaires
Personal data, health data, genealogy data.
Consent. Transportation code.
Information encrypted.
Consent(paperform).
Biologicalsamples.
Coding center
Memory stick
Consent forms. Questionnaires.
Receptionist
New barcode
High security area Access to database
Scientists
Health data.
No identification
data.
Health data and
identification
data
National Digital Health
Record DB & registries
Operative database
Phenotype database
Data collector IS
Communication server
Laboratory IS
Cryo Preservation – MAPI
Coding center IS
Coding challenges
EXTERNAL DATABASES
data collecting
BIOSAMPLES DATA
management
PERSONAL-, GENEALOGY-,
HEALTH DATA
Formatting for integration,
deindentification
DKOOD
I U T L
I
HEALTH DATA
data collecting
I T
PHENOTYPES
integration, quality control,
analysis
U L
CODING CENTRE
H
GENOTYPES
raw data, , quality control,
analysis
U L
PROJECT-BASED RESEARCH
L
CODE RELATIONS
U D L V
genotypes, fenotypes,
biosamples, analysis
D V
BIOSAMPLES DATA
analysis
L
IKOOD UKOOD TKOOD LKOOD VKOOD
FOLLOW UP
coordination
D
FEEDBACK
PERSONALIZED MEDICINE
genotypes, fenotypes,
biosamples, analysis
DATA REALEASE
BIOSAMPLES DATA
logistics
LT
H
HKOOD
D V
D V
Data updates
• Follow-up and re-examining participant
• National registries
– Citizen Registry
– Estonian Causes of Death Registry
– Estonian Cancer Registry
– Estonian Tuberculosis Registry
• Hospitals
• National Health Insurance Fund
• Estonian National Health Information System
National Digital Health
Record DB
Online access to
database
Scientists
Health data.
No identification
data
Phenotype database
Patient Portal
National DHR
Cancer Registry
Citizen Registry
Causes of Death Registry
Participant
Participant
Participant
Participant
Participant
Participant
Participant
EGCUT database
Personal health
information
Additional
questions.
Timeline data
Updated
phenotype
data
Participant
Data
release
EGCUT IS 2011-2015
Primary care physician
...
Ver. 5.0
Human Genes Research Act
Enforced 08.01.2001
• HGRA regulates
– scientific research on human genetics
– establishment and maintenance of the biobank
– use of genetic information (informed consent)
– legislation is forbidding third party access to the database (police,
employers, insurance companies etc.)
• HGRA protects
– confidentiality of the gene donor
– public from the misuse of the genetic information
– gene donor from the genetic discrimination
• HGRA allows re-contacting and collection of health data from other
registries
• Gene donors have the right to get feedback on their genetic information
• feedback should be accompanied by clinical counseling
Public opinion very positive and
awareness high
38% 39% 40%
36%
43%
39%
44%
33%
35% 36%
30%
33%
18%
16%
13%
19% 18%
16%
22%
33%
28%
36%
59%
55%
32%
35%
33%
30%
18% 17%
20% 20%
22%
15%
29% 28%
5%
3%
8% 9%
14%
19%
8% 8% 9%
7%
4%
10%
3% 3% 3% 3% 4%
7%
4% 5%
3% 4%
6% 5%4% 4% 3% 4% 4%
2% 2% 2% 3% 2% 2% 2%
June,
2001
Sept,
2002
Feb,
2002
March,
2003
March,
2004
Sept,
2004
Dec,
2005
May,
2007
Apr,
2008
July,
2009
June,
2010
April,
2011
Never
heard of
EGCUT
In favor of
the idea of
EGCUT
Wait-and-
see-attitude
Need more
information
Cannot
comment
Against it
Linear (In
favor of the
idea of
EGCUT)
Illumina
Genome
Analyser
10 Gbit Network10 Gbit Network
EGCUT Network High Perfomance Computing Centre
10Gbit
Coding Centre
Infrastructure
Servers
DATABASES
Data Colletor
Phenotype Database
Laboratory IS
Infrastructure
Servers
24 Core,
192GB RAM,
1,76TB HDD
System Storage
System Storage Tape
Library
1,2PB storage
Coding
Centre IS
Analyser server
24 Core, 48GB RAM
(Clone off-site)
BC/MAX
Backup Server
16 Core
1,2TB HDD
24GB RAM
EGCUT servers and storage
June 2012
· 15 servers
· Datastorage 1,1 PB harddrives
· 1,2 PB system storage tape library
MAPI
Hamilton ASM
ASM Store
ASM Server
Datastorage
with servers
1,1 PB HDD
19 2318 2217 2116 2011 159 13 10 148 123 71 5 2 6402498-B24
System x3650 M3
1 2
3 4
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
System x3650 M3
1 2
3 4
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
19 2318 2217 2116 2011 159 13 10 148 123 71 5 2 6402498-B24
Computing power
· 3100 processor core
· 6,2 TB RAM
Operative
Database
HPC Cluster
„Aurumasin“
52 node,
512 Core,
2,3TB RAM,
50TB HDD
HPC Cluster
„Vedur“
80 node,
2560 Core,
3,75TB RAM,
110TB HDD
Serverite ĂĽlevaade 2012-05-30a RHansson
Tools and enablers of
information exchange
• One universal national identification code
– Registries and databases use same code to uniquely
identify persons
• National PKI infrastructure
• The Estonian ID card
– Smartcard with two digital certificates
• National Data Exchange Layer X-Road
• Obligatory national data security framework
• High public acceptance and trust
– No public incidents or misuses (10 years)
The Estonian ID card
• The ID card is a mandatory ID document for all
Estonian residents from the age of 15
• Enables secure digital authentication and signing
• A digital signature has the same legal
consequences as a hand-written signature
• Does not have any additional information
– No bank account, no health information etc.
• Active cards: 1 192 102 (08.02.2013)
– Estonian Population 1 286 540 (01.01.2013)
– Estonia has been issuing electronic ID cards from
January 1st 2002
Public Key Infrastructure PKI
• PKI or the public key infrastructure enables
secure digital authentication and signing
• The infrastructure also allows forwarding data
by using an encrypting key pair: a public
encryption key and a private decryption key
• In Estonia, this technology is used in relation
with electronic identity (ID card, mobile ID,
digital ID)
• Certification Service and Time-stamping
Service provider is non-governmetal
Data Exchange Layer X-Road
• Technical and organisational environment,
which enables secure Internet-based data
exchange between the state’s information
systems
Some examples of systems
accessible with ID-card
• Government
– E-tax office
– Road Administration
– E-business register
– Real estate register
– E-toimik, Investigations info
– E-State Treasury
– Agricultural registers and
info
– Brand application portal
– Statistics of Estonia…
• Public services
– Eesti.ee - citizen and
businesses service portal
– E-Patient, patient portal
– Unemployment services
– E-School
– Retirement information
– Education Information
System
– ...
• Many businesses
– Banks, telecom operators,
utility companies (water,
heating, gas, electricity),
parking
– …
5 main principles of security of
Estonian E-health system
1. A secure authentication of all users (ID-card)
2. A maximum accountability (transparency)
– All action will leave an unchangeable (and
unremovable) secure trail
3. Coding of personal data
– Separating of personal data from medical data
4. Encrypted database
– Allows to remove the confidentiality risk from the
technical administrators
5. Effective monitoring tool
– All actions are monitored and corresponding counter-
measures are applied
Personal control as security
measure
• People have easy and universal access with ID-
card
– No need for usernames or other access methods
• People can see what data is available about
them
• People can see who has been accessing their
data
• People can give legal commands online (ID-card)
– For example: Person can close doctors access to
his/hers EHR data in Patient Portal
National data security framework
• Legislation
– Public Information Act
– Personal Data Protection Act
– Electronic Communication Act
• Three-level IT baseline security framework ISKE
– Government Regulation, obligatory for Public sector
• Supervision
– Data Protection Inspectorate defends citizens constitutional
rights
– Estonian Information Systems’s Authority inspects the
security of the information systems of state and local
government agencies and providers of vital services
– Computer Emergency Response Team (CERT) Estonia
Conclusions
• Estonia has great potential to implement state
level personalized medicine solutions
– Genetic research with 5% of population genetic
and continuously updated phenotype information
– Nation wide Health Information Exchange platform
– 10 years of experience of national level e-services
(PKI, X-Road, ID-card, security framework)
– High level public trust and acceptance
Thank you!
• Additional information:
– Erkki Leego, erkki.leego@ut.ee
– http://www.geenivaramu.ee/en/ (Estonian Genome
Center, University of Tartu)
– https://www.ria.ee/en/ (State Information System)
– http://www.e-tervis.ee/ (Estonian E-Health
Foundation)

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Practical realization of e-health data security and genome database

  • 1. Practical realization of e-Health Data Security and Genome Database Erkki Leego Head of IT Department Estonian Genome Center, University of Tartu
  • 2. Biobanks • Biobank – An organized collection of human biological material and associated information stored for one or more research purposes • Population biobank – The collection has a population basis – To supply biological materials or data derived therefrom for multiple future research projects – It contains biological materials and associated personal data
  • 3. Genetic research • Most complex diseases are caused by a large number of combined effects from genes, lifestyle, and the environment • New discoveries and development of tools depend on studies of large collections of well- documented, up-to-date epidemiological and clinical data accompanied by biological material from individuals
  • 4. Background of the Estonian Biobank • Research institute of the University of Tartu • Longitudinal, prospective, population based biobank, established in 2000 • 52,000 gene donors recruited • 5% of the adult population – 18 years and older • Supported directly by the government • The project is conducted according to the Estonian Human Genes Research Act
  • 5. Population pyramid (50155 participants) 02680536080401072013400 0100200300400500600700 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 64 66 68 70 72 74 76 78 80 82 84 Count EGCUT Age Female EGCUT Estonia 2007 0 2680 5360 8040 10720 13400 0 100 200 300 400 500 600 700 18 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 64 66 68 70 72 74 76 78 80 82 84 Count EGCUT Male EGCUT Estonia 2007 Count Estonia Count Estonia
  • 6. Data “infrastructure” for research • Good quality data collection – Biomedical data (DNA, plasma, WBC) – Phenotype – Genealogy – Epidemiology data – Genotypes • Open to various research projects • Well defined procedures for data release • Usable next 30 years
  • 7. Questionnaire of EGCUT Personal data Place of birth Place of residence Nationality Education Occupation Genealogy Parents Children Siblings Grandparents Health behavior Smoking and alcohol Personality inventory NEO- PI-3 Physical activity EQ-5D Nutrition Health self- assessment Chronotype questionnaire MCTQ Diseases Diagnosis ICD – 10 Treatment ATC Psychiatry module M.I.N.I. and SSP Questions about diabetes Questions about c/v diseases Objective data Height & weight Blood pressure Pulse Handedness Waist Hip
  • 8. Diagnoses in the database (50155 participants) 64245 8928 3106 12677 10766 11833 19918 13833 40209 60778 39490 12585 37322 21170 3352 134 1405 3202 5710 1610 619 0 10000 20000 30000 40000 50000 60000 70000 Certain Infectious And Parasitic Diseases A00-B99 Neoplasms C00-D48 Diseases Of Blood And Blood-Forming Organs And Certain… Endocrine, Nutritional And Metabolic Diseases E00-E90 Mental, Behavioural Disorders F00-F99 Diseases Of The Nervous System G00-G99 Diseases Of The Eye And Adnexa H00-H59 Diseases Of The Ear And Mastoid Process H60-H95 Diseases Of The Circulatory System I00-I99 Diseases Of The Respiratory System J00-J99 Diseases Of The Digestive System K00-K93 Diseases Of The Skin And Subcutaneous Tissue L00-L99 Diseases Of The Musculoskeletal System And Connective Tissue… Diseases Of The Genitourinary System N00-N99 Pregnancy, Childbirth And The Puerperium O00-O99 Certain Conditions Originating In The Perinatal Period P00-P96 Congenital Malformations, Deformations, And Chromosomal… Symptoms, Signs And Abnormal Clinical And Laboratory Findings,… Injury, Poisoning And Certain Other Consequences Of External… Factors Influencing Health Status And Contact With Health Services… External Causes Of Morbidity And Mortality V01-Y98 •In average a participant has reported 7.8 different diagnoses •98.3% of participants have reported at least one disease
  • 9. Education: the Estonian population vs. EGCUT (50155 participants) 0 10 20 30 Education unknown No elementary education Elementary education Basic education Secondary education Professional secondary education Higher education Scientific degree % Estonian population EGCUT
  • 10. Example of science project • Genetic map of Europe (link)
  • 12. Network of recruiters • Primary care providers (PCPs) • Network of 640 recruiters – 454 GPs (56% of all GPs in Estonia) – 186 senior nurses and nurses • 30h training – genetics, biobanking, data protection, ethics & law
  • 13. Data and sample collection Courier Filled questionnaires Personal data, health data, genealogy data. Consent. Transportation code. Information encrypted. Consent(paperform). Biologicalsamples. Coding center Memory stick Consent forms. Questionnaires. Receptionist New barcode High security area Access to database Scientists Health data. No identification data. Health data and identification data National Digital Health Record DB & registries Operative database Phenotype database Data collector IS Communication server Laboratory IS Cryo Preservation – MAPI Coding center IS
  • 14. Coding challenges EXTERNAL DATABASES data collecting BIOSAMPLES DATA management PERSONAL-, GENEALOGY-, HEALTH DATA Formatting for integration, deindentification DKOOD I U T L I HEALTH DATA data collecting I T PHENOTYPES integration, quality control, analysis U L CODING CENTRE H GENOTYPES raw data, , quality control, analysis U L PROJECT-BASED RESEARCH L CODE RELATIONS U D L V genotypes, fenotypes, biosamples, analysis D V BIOSAMPLES DATA analysis L IKOOD UKOOD TKOOD LKOOD VKOOD FOLLOW UP coordination D FEEDBACK PERSONALIZED MEDICINE genotypes, fenotypes, biosamples, analysis DATA REALEASE BIOSAMPLES DATA logistics LT H HKOOD D V D V
  • 15. Data updates • Follow-up and re-examining participant • National registries – Citizen Registry – Estonian Causes of Death Registry – Estonian Cancer Registry – Estonian Tuberculosis Registry • Hospitals • National Health Insurance Fund • Estonian National Health Information System
  • 16. National Digital Health Record DB Online access to database Scientists Health data. No identification data Phenotype database Patient Portal National DHR Cancer Registry Citizen Registry Causes of Death Registry Participant Participant Participant Participant Participant Participant Participant EGCUT database Personal health information Additional questions. Timeline data Updated phenotype data Participant Data release EGCUT IS 2011-2015 Primary care physician ... Ver. 5.0
  • 17. Human Genes Research Act Enforced 08.01.2001 • HGRA regulates – scientific research on human genetics – establishment and maintenance of the biobank – use of genetic information (informed consent) – legislation is forbidding third party access to the database (police, employers, insurance companies etc.) • HGRA protects – confidentiality of the gene donor – public from the misuse of the genetic information – gene donor from the genetic discrimination • HGRA allows re-contacting and collection of health data from other registries • Gene donors have the right to get feedback on their genetic information • feedback should be accompanied by clinical counseling
  • 18. Public opinion very positive and awareness high 38% 39% 40% 36% 43% 39% 44% 33% 35% 36% 30% 33% 18% 16% 13% 19% 18% 16% 22% 33% 28% 36% 59% 55% 32% 35% 33% 30% 18% 17% 20% 20% 22% 15% 29% 28% 5% 3% 8% 9% 14% 19% 8% 8% 9% 7% 4% 10% 3% 3% 3% 3% 4% 7% 4% 5% 3% 4% 6% 5%4% 4% 3% 4% 4% 2% 2% 2% 3% 2% 2% 2% June, 2001 Sept, 2002 Feb, 2002 March, 2003 March, 2004 Sept, 2004 Dec, 2005 May, 2007 Apr, 2008 July, 2009 June, 2010 April, 2011 Never heard of EGCUT In favor of the idea of EGCUT Wait-and- see-attitude Need more information Cannot comment Against it Linear (In favor of the idea of EGCUT)
  • 19. Illumina Genome Analyser 10 Gbit Network10 Gbit Network EGCUT Network High Perfomance Computing Centre 10Gbit Coding Centre Infrastructure Servers DATABASES Data Colletor Phenotype Database Laboratory IS Infrastructure Servers 24 Core, 192GB RAM, 1,76TB HDD System Storage System Storage Tape Library 1,2PB storage Coding Centre IS Analyser server 24 Core, 48GB RAM (Clone off-site) BC/MAX Backup Server 16 Core 1,2TB HDD 24GB RAM EGCUT servers and storage June 2012 · 15 servers · Datastorage 1,1 PB harddrives · 1,2 PB system storage tape library MAPI Hamilton ASM ASM Store ASM Server Datastorage with servers 1,1 PB HDD 19 2318 2217 2116 2011 159 13 10 148 123 71 5 2 6402498-B24 System x3650 M3 1 2 3 4 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 System x3650 M3 1 2 3 4 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 19 2318 2217 2116 2011 159 13 10 148 123 71 5 2 6402498-B24 Computing power · 3100 processor core · 6,2 TB RAM Operative Database HPC Cluster „Aurumasin“ 52 node, 512 Core, 2,3TB RAM, 50TB HDD HPC Cluster „Vedur“ 80 node, 2560 Core, 3,75TB RAM, 110TB HDD Serverite ĂĽlevaade 2012-05-30a RHansson
  • 20. Tools and enablers of information exchange • One universal national identification code – Registries and databases use same code to uniquely identify persons • National PKI infrastructure • The Estonian ID card – Smartcard with two digital certificates • National Data Exchange Layer X-Road • Obligatory national data security framework • High public acceptance and trust – No public incidents or misuses (10 years)
  • 21. The Estonian ID card • The ID card is a mandatory ID document for all Estonian residents from the age of 15 • Enables secure digital authentication and signing • A digital signature has the same legal consequences as a hand-written signature • Does not have any additional information – No bank account, no health information etc. • Active cards: 1 192 102 (08.02.2013) – Estonian Population 1 286 540 (01.01.2013) – Estonia has been issuing electronic ID cards from January 1st 2002
  • 22. Public Key Infrastructure PKI • PKI or the public key infrastructure enables secure digital authentication and signing • The infrastructure also allows forwarding data by using an encrypting key pair: a public encryption key and a private decryption key • In Estonia, this technology is used in relation with electronic identity (ID card, mobile ID, digital ID) • Certification Service and Time-stamping Service provider is non-governmetal
  • 23. Data Exchange Layer X-Road • Technical and organisational environment, which enables secure Internet-based data exchange between the state’s information systems
  • 24.
  • 25. Some examples of systems accessible with ID-card • Government – E-tax office – Road Administration – E-business register – Real estate register – E-toimik, Investigations info – E-State Treasury – Agricultural registers and info – Brand application portal – Statistics of Estonia… • Public services – Eesti.ee - citizen and businesses service portal – E-Patient, patient portal – Unemployment services – E-School – Retirement information – Education Information System – ... • Many businesses – Banks, telecom operators, utility companies (water, heating, gas, electricity), parking – …
  • 26. 5 main principles of security of Estonian E-health system 1. A secure authentication of all users (ID-card) 2. A maximum accountability (transparency) – All action will leave an unchangeable (and unremovable) secure trail 3. Coding of personal data – Separating of personal data from medical data 4. Encrypted database – Allows to remove the confidentiality risk from the technical administrators 5. Effective monitoring tool – All actions are monitored and corresponding counter- measures are applied
  • 27. Personal control as security measure • People have easy and universal access with ID- card – No need for usernames or other access methods • People can see what data is available about them • People can see who has been accessing their data • People can give legal commands online (ID-card) – For example: Person can close doctors access to his/hers EHR data in Patient Portal
  • 28. National data security framework • Legislation – Public Information Act – Personal Data Protection Act – Electronic Communication Act • Three-level IT baseline security framework ISKE – Government Regulation, obligatory for Public sector • Supervision – Data Protection Inspectorate defends citizens constitutional rights – Estonian Information Systems’s Authority inspects the security of the information systems of state and local government agencies and providers of vital services – Computer Emergency Response Team (CERT) Estonia
  • 29. Conclusions • Estonia has great potential to implement state level personalized medicine solutions – Genetic research with 5% of population genetic and continuously updated phenotype information – Nation wide Health Information Exchange platform – 10 years of experience of national level e-services (PKI, X-Road, ID-card, security framework) – High level public trust and acceptance
  • 30. Thank you! • Additional information: – Erkki Leego, erkki.leego@ut.ee – http://www.geenivaramu.ee/en/ (Estonian Genome Center, University of Tartu) – https://www.ria.ee/en/ (State Information System) – http://www.e-tervis.ee/ (Estonian E-Health Foundation)