SlideShare a Scribd company logo
1 of 12
Download to read offline
GENOMICS TO
HEALTHCARE
FINNISH PRECISION
MEDICINE STUDIES
P5 AND P6
3 Prevention of common
chronic diseases using
modern medicine
19.9.2019 1
Markus Perola
MD, PhD, Research Professor
Finnish Institute for Health and Welfare (THL), Helsinki, Finland
PRS = A TOOL FOR PREDICTING
GENETIC HEALTH RISKS
19.9.2019 2
3
D-vitamin level
lung cancer
inflammatory bowel diseases
gout
dementia
atrial fibrillation
rheumatoid arthritis
stroke
asthma
COPD
breast cancer
prostate cancer
retinal degeneration
colorectal cancer
smoking
parodontitis
hyperlipidaemia
caries type 2 diabetes
coronary heart disease
venous thrombosis The genome contains many different sites
that each modify the risk for the disease. The
size of the effect differs between sites.
 Each individual has their unique combination
of the risk modifying sites
 The sum of the risk effects is the polygenic
risk score of the individual
Disease endpoints selected to the P6 study
COMPARISON OF TRADITIONAL RISK FACTORS AND PRS
IN CORONARY ARTERY DISEASE
19.9.2019 3
3
Genetic risk
enables
more
individualized
care
Risk group evaluation
based on traditional
risk factors
Risk group evaluation
with traditional and
genetic risks combined
Presumably treated
Presumably not
treated
Participants
= 17% of the traditional
10-20% risk group
= 0.9% of all participants
= 46% of the traditional
10-20% risk group
= 37% of the traditional
10-20% risk group
Perola et al Duodecim 2019, Tikkanen E et al ATVB 2013
COMPARISON OF PRS AND BMI IN TYPE 2 DIABETES
19.9.2019 4
3
Genetic risk brings
added personalized
value to the disease
prevention
regardless of lifestyle
No (%) of type 2 diabetes cases
in a 10-year follow-up
Perola et al Duodecim 2019, Läll et al Genet Med 2017
COMPARISON OF AGE AT EVENT IN PRS RISK CLASSES
IN CORONARY ARTERY DISEASE
19.9.2019 5
3
Genetic risk identifies
individuals who have
increased risk to get
the disease younger
than others
Mean age at event
68 y
65 y
59 y
9/19/2019 markus.perola@thl.fi 6
“…communicating DNA
based risk estimates
changes behaviour is not
supported by existing
evidence … do not support
use of genetic testing or the
search for risk-conferring
gene variants for common
complex diseases on the
basis that they motivate
risk-reducing behaviour.”
INTERVENTION!
NATIONAL INSTITUTE FOR HEALTH AND WELFARE
P6
TERVEYDENHUOLTO GENOMIIKKA
PUBLIC HEALTH PROGRAMMES
e.g. North Karelia Project 1972–, Finnish Allergy
Program 2008–2018, Suicide Prevention Project, Indoor
Air and Health
P6
INTERVENTION STUDIES
e.g. Diabetes Prevention Study (DPS),
FINGER, vaccine trials
POPULATION
FOLLOW-UP STUDIES
e.g. HES-surveys: Mobile Clinic, FINRISK, Health
2000/2011, FinHealth
DATA RECORDS
AND SAMPLE COLLETIONS
e.g. national registries, biobanks
A plethora of genomic regions
found to associate with various
diseases and traits (e.g. coronary
heart disease, type 2 diabetes)
Costs of genome analyses rapidly
decreasing
Focus heavily on treatment instead
of prevention
Ageing population; increasing costs
resulting from the chronic diseases
HEALTHCARE GENOMICS
P6 – GENOMICS TO HEALTHCARE
Prevention of common chronic diseases using modern medicine
19.9.2019 8
Collaboration in P6
 National Institute for Health and Welfare (THL) leads the
project
 Extensive collaboration network
– Including Ministry of Social Affairs and Health, Business Finland,
Sitra, Finnish biobanks, universities, medical specialists on
various fields, HealthTech companies etc.
 Pilot project P5 FinHealth launched in February 2018
– 3,500 participants
– Funded by Sitra, Finnish Foundation for Cardiovascular
Research and Yrjö Jahnsson Foundation
3
P6 – GENOMICS TO HEALTHCARE
Prevention of common chronic diseases using modern medicine
19.9.2019 9
3
Forming polygenic risk scores (PRS) based on
previous high-quality research.
Evaluation of PRSs in a large prospective Finnish
population sample collection
Recruitment of 100.000 participants from the
Finnish biobanks. Returning disease risk
information (genetic and lifestyle) via a
secure web portal
Invitation of X.000 high-risk individuals
to an active intervention (RCT)
D-vitamin level
lung cancer
inflammatory bowel diseases
gout
dementia
atrial fibrillation
rheumatoid arthritis
stroke
asthma
COPD
breast cancer
prostate cancer
retinal degeneration
colorectal cancer
smoking
parodontitis
hyperlipidaemia
caries type 2 diabetes
coronary heart disease
venous thrombosis
Disease endpoints selected to the P6 study
P6 – GENOMICS TO HEALTHCARE
Prevention of common chronic diseases using modern medicine
19.9.2019 10
3
Improved public
health
Cost-effective use of
the healthcare
resources
Health equality
of citizens
Finland as a
healthcare
pioneer
Improved prevention and
early care of the common
chronic diseases
Novel opportunities for research,
public-private co-operation and
businesses in the health sector
Professionally directed
use of genetic information
in the clinical care
Healthcare professionals have a new predcitive, preventive, personalized and
participatory tool for their clinical work that is ethically sound and simple to use
Management
and
coordination
P6 Study
P5 pilot
Communicat
ions
Public-
private
collaboration
Technology
and
biobanks
Health-
economic
evaluations
Training
PURPOSE
P6 – TIMELINE
19.9.2019 11
3
P5 FinHealth pilot
2018-2019
Strategic planning
of the P6 initiative
2019
P6 PRS
analyses in the
FINRISK cohort
2020
Recruitment of P6
study subjects via a
biobank portal
2020-2021
Follow-up through national
healthcare registries
Follow-up studies
2023 ->
P6 interventions
2020-2023
Returning P6 risk
information via a
secure web portal
2021-2023
Analyses of the
P6 results
2021-2023
GENOMICS TO HEALTHCARE – EXPECTED IMPACTS
19.9.2019 12
3

More Related Content

What's hot

Clinical features od severe pediatric patients with coronavirus disease 2019 ...
Clinical features od severe pediatric patients with coronavirus disease 2019 ...Clinical features od severe pediatric patients with coronavirus disease 2019 ...
Clinical features od severe pediatric patients with coronavirus disease 2019 ...Valentina Corona
 
Baseline characteristics and outcomes of 1591 patients infected with sars co ...
Baseline characteristics and outcomes of 1591 patients infected with sars co ...Baseline characteristics and outcomes of 1591 patients infected with sars co ...
Baseline characteristics and outcomes of 1591 patients infected with sars co ...Valentina Corona
 
Prevalence of hiv infection in pulmonary tuberculosis suspects;
Prevalence of hiv infection in pulmonary tuberculosis suspects;Prevalence of hiv infection in pulmonary tuberculosis suspects;
Prevalence of hiv infection in pulmonary tuberculosis suspects;Alexander Decker
 
RA-ILD Infection Poster ACR 2016 (Final Version)
RA-ILD Infection Poster ACR 2016 (Final Version)RA-ILD Infection Poster ACR 2016 (Final Version)
RA-ILD Infection Poster ACR 2016 (Final Version)J.A. Zamora-Legoff
 
VP Shunt Associated CNS infections
VP Shunt Associated CNS infections VP Shunt Associated CNS infections
VP Shunt Associated CNS infections Ade Wijaya
 
Stony Brook's Researchers Embark on New Study on COVID-19 Cure
Stony Brook's Researchers Embark on New Study on COVID-19 CureStony Brook's Researchers Embark on New Study on COVID-19 Cure
Stony Brook's Researchers Embark on New Study on COVID-19 CureDr. Elliott Bennett-Guerrero
 
Common antibiotics prescribed for acute respiratory tract infected children i...
Common antibiotics prescribed for acute respiratory tract infected children i...Common antibiotics prescribed for acute respiratory tract infected children i...
Common antibiotics prescribed for acute respiratory tract infected children i...iosrphr_editor
 
Fungal infections in critical care(cases)
Fungal infections in critical care(cases)Fungal infections in critical care(cases)
Fungal infections in critical care(cases)fungalinfection
 
Addressing Vaccine Hesitancy
Addressing Vaccine Hesitancy Addressing Vaccine Hesitancy
Addressing Vaccine Hesitancy CHC Connecticut
 
Role of Budesonide in Corona Virus Disease: Systematic Review
Role of Budesonide in Corona Virus Disease: Systematic Review Role of Budesonide in Corona Virus Disease: Systematic Review
Role of Budesonide in Corona Virus Disease: Systematic Review DrHeena tiwari
 
Automated identification of Tuberculosis bacilli on sputum smears using digi...
Automated identification of Tuberculosis  bacilli on sputum smears using digi...Automated identification of Tuberculosis  bacilli on sputum smears using digi...
Automated identification of Tuberculosis bacilli on sputum smears using digi...Genevieve Warner Learmonth
 
Indonesia COVID vit d
Indonesia COVID vit dIndonesia COVID vit d
Indonesia COVID vit dJA Larson
 

What's hot (20)

Clinical features od severe pediatric patients with coronavirus disease 2019 ...
Clinical features od severe pediatric patients with coronavirus disease 2019 ...Clinical features od severe pediatric patients with coronavirus disease 2019 ...
Clinical features od severe pediatric patients with coronavirus disease 2019 ...
 
Systemic review
Systemic reviewSystemic review
Systemic review
 
Baseline characteristics and outcomes of 1591 patients infected with sars co ...
Baseline characteristics and outcomes of 1591 patients infected with sars co ...Baseline characteristics and outcomes of 1591 patients infected with sars co ...
Baseline characteristics and outcomes of 1591 patients infected with sars co ...
 
Emss 68524
Emss 68524Emss 68524
Emss 68524
 
Between Scylla Charybdis
Between Scylla CharybdisBetween Scylla Charybdis
Between Scylla Charybdis
 
Dr Saurabh Kashyap
Dr Saurabh KashyapDr Saurabh Kashyap
Dr Saurabh Kashyap
 
Prevalence of hiv infection in pulmonary tuberculosis suspects;
Prevalence of hiv infection in pulmonary tuberculosis suspects;Prevalence of hiv infection in pulmonary tuberculosis suspects;
Prevalence of hiv infection in pulmonary tuberculosis suspects;
 
RA-ILD Infection Poster ACR 2016 (Final Version)
RA-ILD Infection Poster ACR 2016 (Final Version)RA-ILD Infection Poster ACR 2016 (Final Version)
RA-ILD Infection Poster ACR 2016 (Final Version)
 
VP Shunt Associated CNS infections
VP Shunt Associated CNS infections VP Shunt Associated CNS infections
VP Shunt Associated CNS infections
 
BCMJ_52Vol6_tularemia
BCMJ_52Vol6_tularemiaBCMJ_52Vol6_tularemia
BCMJ_52Vol6_tularemia
 
Convalescent Blood Plasma Treatment for COVID-19
Convalescent Blood Plasma Treatment for COVID-19Convalescent Blood Plasma Treatment for COVID-19
Convalescent Blood Plasma Treatment for COVID-19
 
Stony Brook's Researchers Embark on New Study on COVID-19 Cure
Stony Brook's Researchers Embark on New Study on COVID-19 CureStony Brook's Researchers Embark on New Study on COVID-19 Cure
Stony Brook's Researchers Embark on New Study on COVID-19 Cure
 
Common antibiotics prescribed for acute respiratory tract infected children i...
Common antibiotics prescribed for acute respiratory tract infected children i...Common antibiotics prescribed for acute respiratory tract infected children i...
Common antibiotics prescribed for acute respiratory tract infected children i...
 
ILDs for CMTs
ILDs for CMTsILDs for CMTs
ILDs for CMTs
 
Noon conference ja 01-31-18
Noon conference ja 01-31-18Noon conference ja 01-31-18
Noon conference ja 01-31-18
 
Fungal infections in critical care(cases)
Fungal infections in critical care(cases)Fungal infections in critical care(cases)
Fungal infections in critical care(cases)
 
Addressing Vaccine Hesitancy
Addressing Vaccine Hesitancy Addressing Vaccine Hesitancy
Addressing Vaccine Hesitancy
 
Role of Budesonide in Corona Virus Disease: Systematic Review
Role of Budesonide in Corona Virus Disease: Systematic Review Role of Budesonide in Corona Virus Disease: Systematic Review
Role of Budesonide in Corona Virus Disease: Systematic Review
 
Automated identification of Tuberculosis bacilli on sputum smears using digi...
Automated identification of Tuberculosis  bacilli on sputum smears using digi...Automated identification of Tuberculosis  bacilli on sputum smears using digi...
Automated identification of Tuberculosis bacilli on sputum smears using digi...
 
Indonesia COVID vit d
Indonesia COVID vit dIndonesia COVID vit d
Indonesia COVID vit d
 

Similar to Markus Perola: Genomics to Healthcare Project

A Comparative Study to Assess the Knowledge of the Risk Factors and Identify ...
A Comparative Study to Assess the Knowledge of the Risk Factors and Identify ...A Comparative Study to Assess the Knowledge of the Risk Factors and Identify ...
A Comparative Study to Assess the Knowledge of the Risk Factors and Identify ...ijtsrd
 
Bill Faloon at RAADfest 2020
Bill Faloon at RAADfest 2020Bill Faloon at RAADfest 2020
Bill Faloon at RAADfest 2020maximuspeto
 
Distinction Between Development of Public Health and Medicine
Distinction Between Development of Public Health and MedicineDistinction Between Development of Public Health and Medicine
Distinction Between Development of Public Health and MedicineMohammad Aslam Shaiekh
 
Meg Ehm: Fueling a Genetics-Driven Drug Discovery Organization
Meg Ehm: Fueling a Genetics-Driven Drug Discovery OrganizationMeg Ehm: Fueling a Genetics-Driven Drug Discovery Organization
Meg Ehm: Fueling a Genetics-Driven Drug Discovery OrganizationTHL
 
Chronic Diseases 2019 tentative program
Chronic Diseases 2019 tentative programChronic Diseases 2019 tentative program
Chronic Diseases 2019 tentative programNITHYARavi18
 
International Biobanking: Oportunities and Challenges for Private-Public Coll...
International Biobanking: Oportunities and Challenges for Private-Public Coll...International Biobanking: Oportunities and Challenges for Private-Public Coll...
International Biobanking: Oportunities and Challenges for Private-Public Coll...BBMRI Stakeholder's Forum
 
Public health disease pandemics
Public health disease pandemicsPublic health disease pandemics
Public health disease pandemicsjharm35
 
Presentation ppt.pptx
Presentation ppt.pptxPresentation ppt.pptx
Presentation ppt.pptxNehaMasarkar1
 
The hazards of diphtheria on human beings and their treatment
The hazards of diphtheria on human beings and their treatmentThe hazards of diphtheria on human beings and their treatment
The hazards of diphtheria on human beings and their treatmentBRNSSPublicationHubI
 
People’s views about pertussis People’s views about pertussis
People’s views about pertussis People’s views about pertussisPeople’s views about pertussis People’s views about pertussis
People’s views about pertussis People’s views about pertussisBRNSSPublicationHubI
 
jnci.oxfordjournals.org JNCI Articles 1DOI 10.1093jn.docx
jnci.oxfordjournals.org   JNCI  Articles 1DOI 10.1093jn.docxjnci.oxfordjournals.org   JNCI  Articles 1DOI 10.1093jn.docx
jnci.oxfordjournals.org JNCI Articles 1DOI 10.1093jn.docxchristiandean12115
 
SOCIO-CULTURAL AND BEHAVIORAL FACTORS INFLUENCING CHILDHOOD IMMUNIZATION PR...
SOCIO-CULTURAL AND BEHAVIORAL  FACTORS INFLUENCING CHILDHOOD  IMMUNIZATION PR...SOCIO-CULTURAL AND BEHAVIORAL  FACTORS INFLUENCING CHILDHOOD  IMMUNIZATION PR...
SOCIO-CULTURAL AND BEHAVIORAL FACTORS INFLUENCING CHILDHOOD IMMUNIZATION PR...GABRIEL JEREMIAH ORUIKOR
 
Covid-19 and Bacillus Calmette-Guérin: what is the link?
Covid-19 and Bacillus Calmette-Guérin: what is the link?Covid-19 and Bacillus Calmette-Guérin: what is the link?
Covid-19 and Bacillus Calmette-Guérin: what is the link?Valentina Corona
 
Suggestion of the university students about the cause of prostatitis and thei...
Suggestion of the university students about the cause of prostatitis and thei...Suggestion of the university students about the cause of prostatitis and thei...
Suggestion of the university students about the cause of prostatitis and thei...BRNSSPublicationHubI
 
Global death causes & preventive strategy
Global death causes & preventive strategyGlobal death causes & preventive strategy
Global death causes & preventive strategyDeepikaHarish
 

Similar to Markus Perola: Genomics to Healthcare Project (20)

A Comparative Study to Assess the Knowledge of the Risk Factors and Identify ...
A Comparative Study to Assess the Knowledge of the Risk Factors and Identify ...A Comparative Study to Assess the Knowledge of the Risk Factors and Identify ...
A Comparative Study to Assess the Knowledge of the Risk Factors and Identify ...
 
Bill Faloon at RAADfest 2020
Bill Faloon at RAADfest 2020Bill Faloon at RAADfest 2020
Bill Faloon at RAADfest 2020
 
Distinction Between Development of Public Health and Medicine
Distinction Between Development of Public Health and MedicineDistinction Between Development of Public Health and Medicine
Distinction Between Development of Public Health and Medicine
 
Studies Show Obese People Are at Increased Risk for COVID-19
Studies Show Obese People Are at Increased Risk for COVID-19Studies Show Obese People Are at Increased Risk for COVID-19
Studies Show Obese People Are at Increased Risk for COVID-19
 
Meg Ehm: Fueling a Genetics-Driven Drug Discovery Organization
Meg Ehm: Fueling a Genetics-Driven Drug Discovery OrganizationMeg Ehm: Fueling a Genetics-Driven Drug Discovery Organization
Meg Ehm: Fueling a Genetics-Driven Drug Discovery Organization
 
Chronic Diseases 2019 tentative program
Chronic Diseases 2019 tentative programChronic Diseases 2019 tentative program
Chronic Diseases 2019 tentative program
 
D046021027
D046021027D046021027
D046021027
 
Intro, levels of prevention
Intro, levels of preventionIntro, levels of prevention
Intro, levels of prevention
 
International Biobanking: Oportunities and Challenges for Private-Public Coll...
International Biobanking: Oportunities and Challenges for Private-Public Coll...International Biobanking: Oportunities and Challenges for Private-Public Coll...
International Biobanking: Oportunities and Challenges for Private-Public Coll...
 
Public health disease pandemics
Public health disease pandemicsPublic health disease pandemics
Public health disease pandemics
 
Presentation ppt.pptx
Presentation ppt.pptxPresentation ppt.pptx
Presentation ppt.pptx
 
The hazards of diphtheria on human beings and their treatment
The hazards of diphtheria on human beings and their treatmentThe hazards of diphtheria on human beings and their treatment
The hazards of diphtheria on human beings and their treatment
 
People’s views about pertussis People’s views about pertussis
People’s views about pertussis People’s views about pertussisPeople’s views about pertussis People’s views about pertussis
People’s views about pertussis People’s views about pertussis
 
jnci.oxfordjournals.org JNCI Articles 1DOI 10.1093jn.docx
jnci.oxfordjournals.org   JNCI  Articles 1DOI 10.1093jn.docxjnci.oxfordjournals.org   JNCI  Articles 1DOI 10.1093jn.docx
jnci.oxfordjournals.org JNCI Articles 1DOI 10.1093jn.docx
 
Open safely nhs
Open safely nhsOpen safely nhs
Open safely nhs
 
SOCIO-CULTURAL AND BEHAVIORAL FACTORS INFLUENCING CHILDHOOD IMMUNIZATION PR...
SOCIO-CULTURAL AND BEHAVIORAL  FACTORS INFLUENCING CHILDHOOD  IMMUNIZATION PR...SOCIO-CULTURAL AND BEHAVIORAL  FACTORS INFLUENCING CHILDHOOD  IMMUNIZATION PR...
SOCIO-CULTURAL AND BEHAVIORAL FACTORS INFLUENCING CHILDHOOD IMMUNIZATION PR...
 
Covid-19 and Bacillus Calmette-Guérin: what is the link?
Covid-19 and Bacillus Calmette-Guérin: what is the link?Covid-19 and Bacillus Calmette-Guérin: what is the link?
Covid-19 and Bacillus Calmette-Guérin: what is the link?
 
Vaccination
VaccinationVaccination
Vaccination
 
Suggestion of the university students about the cause of prostatitis and thei...
Suggestion of the university students about the cause of prostatitis and thei...Suggestion of the university students about the cause of prostatitis and thei...
Suggestion of the university students about the cause of prostatitis and thei...
 
Global death causes & preventive strategy
Global death causes & preventive strategyGlobal death causes & preventive strategy
Global death causes & preventive strategy
 

More from THL

Somaattinen erikoissairaanhoito 2021
Somaattinen erikoissairaanhoito 2021Somaattinen erikoissairaanhoito 2021
Somaattinen erikoissairaanhoito 2021THL
 
Niiranen_Jalkautuvan_nuorisotyon_vaikutusten_ennakkoarviointi_27092022.pdf
Niiranen_Jalkautuvan_nuorisotyon_vaikutusten_ennakkoarviointi_27092022.pdfNiiranen_Jalkautuvan_nuorisotyon_vaikutusten_ennakkoarviointi_27092022.pdf
Niiranen_Jalkautuvan_nuorisotyon_vaikutusten_ennakkoarviointi_27092022.pdfTHL
 
Ylitalo_EPT_vaikutusten_ennakkoarviointi_tulevaisuudessa_27092022.pdf
Ylitalo_EPT_vaikutusten_ennakkoarviointi_tulevaisuudessa_27092022.pdfYlitalo_EPT_vaikutusten_ennakkoarviointi_tulevaisuudessa_27092022.pdf
Ylitalo_EPT_vaikutusten_ennakkoarviointi_tulevaisuudessa_27092022.pdfTHL
 
Nieminen_Niemi_Kuntaliitto_Mita_on_paatosten_EVA_Tyokalu_tutuksi_27092022.pdf
Nieminen_Niemi_Kuntaliitto_Mita_on_paatosten_EVA_Tyokalu_tutuksi_27092022.pdfNieminen_Niemi_Kuntaliitto_Mita_on_paatosten_EVA_Tyokalu_tutuksi_27092022.pdf
Nieminen_Niemi_Kuntaliitto_Mita_on_paatosten_EVA_Tyokalu_tutuksi_27092022.pdfTHL
 
Raitasalo_Nuorten_paihteidenkayton_yleiskuva_10102022.pdf
Raitasalo_Nuorten_paihteidenkayton_yleiskuva_10102022.pdfRaitasalo_Nuorten_paihteidenkayton_yleiskuva_10102022.pdf
Raitasalo_Nuorten_paihteidenkayton_yleiskuva_10102022.pdfTHL
 
Hietanen_Peltola_Jahnukainen_Miten_opiskeluhuoltopalvelut_tukevat_hyvinvointi...
Hietanen_Peltola_Jahnukainen_Miten_opiskeluhuoltopalvelut_tukevat_hyvinvointi...Hietanen_Peltola_Jahnukainen_Miten_opiskeluhuoltopalvelut_tukevat_hyvinvointi...
Hietanen_Peltola_Jahnukainen_Miten_opiskeluhuoltopalvelut_tukevat_hyvinvointi...THL
 
Lansikallio_Paihdekasvatus_EPT_oppilaitoksissa_10102022.pdf
Lansikallio_Paihdekasvatus_EPT_oppilaitoksissa_10102022.pdfLansikallio_Paihdekasvatus_EPT_oppilaitoksissa_10102022.pdf
Lansikallio_Paihdekasvatus_EPT_oppilaitoksissa_10102022.pdfTHL
 
Markkula_Vaikuttava ehkaiseva paihdetyo_10102022.pdf
Markkula_Vaikuttava ehkaiseva paihdetyo_10102022.pdfMarkkula_Vaikuttava ehkaiseva paihdetyo_10102022.pdf
Markkula_Vaikuttava ehkaiseva paihdetyo_10102022.pdfTHL
 
Erikoissairaanhoidon hoitoonpääsy 31.08.2022
Erikoissairaanhoidon hoitoonpääsy 31.08.2022Erikoissairaanhoidon hoitoonpääsy 31.08.2022
Erikoissairaanhoidon hoitoonpääsy 31.08.2022THL
 
Rikos- ja riita-asioiden sovittelu 2021 -tilasto
Rikos- ja riita-asioiden sovittelu 2021 -tilastoRikos- ja riita-asioiden sovittelu 2021 -tilasto
Rikos- ja riita-asioiden sovittelu 2021 -tilastoTHL
 
Synthetic Opioid Preparedness in Europe
Synthetic Opioid Preparedness in EuropeSynthetic Opioid Preparedness in Europe
Synthetic Opioid Preparedness in EuropeTHL
 
Sosiaalihuollon laitos- ja asumispalvelut 2021
Sosiaalihuollon laitos- ja asumispalvelut 2021Sosiaalihuollon laitos- ja asumispalvelut 2021
Sosiaalihuollon laitos- ja asumispalvelut 2021THL
 
Hoitoonpääsy perusterveydenhuollossa keväällä 2022
Hoitoonpääsy perusterveydenhuollossa keväällä 2022Hoitoonpääsy perusterveydenhuollossa keväällä 2022
Hoitoonpääsy perusterveydenhuollossa keväällä 2022THL
 
Aktuellt om coronavaccinationer - vaccinering under sommaren.pdf
Aktuellt om coronavaccinationer - vaccinering under sommaren.pdfAktuellt om coronavaccinationer - vaccinering under sommaren.pdf
Aktuellt om coronavaccinationer - vaccinering under sommaren.pdfTHL
 
Kort information och aktuella frågor om vaccinationer
Kort information och aktuella frågor om vaccinationerKort information och aktuella frågor om vaccinationer
Kort information och aktuella frågor om vaccinationerTHL
 
Förvaring av vacciner
Förvaring av vaccinerFörvaring av vacciner
Förvaring av vaccinerTHL
 
Johannes Kohal: Henkilöstömitoituksen seurantaan tarvittavat tiedot ja tiedon...
Johannes Kohal: Henkilöstömitoituksen seurantaan tarvittavat tiedot ja tiedon...Johannes Kohal: Henkilöstömitoituksen seurantaan tarvittavat tiedot ja tiedon...
Johannes Kohal: Henkilöstömitoituksen seurantaan tarvittavat tiedot ja tiedon...THL
 
Hanna Alastalo: Henkilöstömitoituksen seurannan kehitys ja aikataulu
Hanna Alastalo: Henkilöstömitoituksen seurannan kehitys ja aikatauluHanna Alastalo: Henkilöstömitoituksen seurannan kehitys ja aikataulu
Hanna Alastalo: Henkilöstömitoituksen seurannan kehitys ja aikatauluTHL
 
Ajankohtaista koronarokotuksista 2.6.2022
Ajankohtaista koronarokotuksista 2.6.2022Ajankohtaista koronarokotuksista 2.6.2022
Ajankohtaista koronarokotuksista 2.6.2022THL
 
Tietoisku eri rokotteista
Tietoisku eri rokotteistaTietoisku eri rokotteista
Tietoisku eri rokotteistaTHL
 

More from THL (20)

Somaattinen erikoissairaanhoito 2021
Somaattinen erikoissairaanhoito 2021Somaattinen erikoissairaanhoito 2021
Somaattinen erikoissairaanhoito 2021
 
Niiranen_Jalkautuvan_nuorisotyon_vaikutusten_ennakkoarviointi_27092022.pdf
Niiranen_Jalkautuvan_nuorisotyon_vaikutusten_ennakkoarviointi_27092022.pdfNiiranen_Jalkautuvan_nuorisotyon_vaikutusten_ennakkoarviointi_27092022.pdf
Niiranen_Jalkautuvan_nuorisotyon_vaikutusten_ennakkoarviointi_27092022.pdf
 
Ylitalo_EPT_vaikutusten_ennakkoarviointi_tulevaisuudessa_27092022.pdf
Ylitalo_EPT_vaikutusten_ennakkoarviointi_tulevaisuudessa_27092022.pdfYlitalo_EPT_vaikutusten_ennakkoarviointi_tulevaisuudessa_27092022.pdf
Ylitalo_EPT_vaikutusten_ennakkoarviointi_tulevaisuudessa_27092022.pdf
 
Nieminen_Niemi_Kuntaliitto_Mita_on_paatosten_EVA_Tyokalu_tutuksi_27092022.pdf
Nieminen_Niemi_Kuntaliitto_Mita_on_paatosten_EVA_Tyokalu_tutuksi_27092022.pdfNieminen_Niemi_Kuntaliitto_Mita_on_paatosten_EVA_Tyokalu_tutuksi_27092022.pdf
Nieminen_Niemi_Kuntaliitto_Mita_on_paatosten_EVA_Tyokalu_tutuksi_27092022.pdf
 
Raitasalo_Nuorten_paihteidenkayton_yleiskuva_10102022.pdf
Raitasalo_Nuorten_paihteidenkayton_yleiskuva_10102022.pdfRaitasalo_Nuorten_paihteidenkayton_yleiskuva_10102022.pdf
Raitasalo_Nuorten_paihteidenkayton_yleiskuva_10102022.pdf
 
Hietanen_Peltola_Jahnukainen_Miten_opiskeluhuoltopalvelut_tukevat_hyvinvointi...
Hietanen_Peltola_Jahnukainen_Miten_opiskeluhuoltopalvelut_tukevat_hyvinvointi...Hietanen_Peltola_Jahnukainen_Miten_opiskeluhuoltopalvelut_tukevat_hyvinvointi...
Hietanen_Peltola_Jahnukainen_Miten_opiskeluhuoltopalvelut_tukevat_hyvinvointi...
 
Lansikallio_Paihdekasvatus_EPT_oppilaitoksissa_10102022.pdf
Lansikallio_Paihdekasvatus_EPT_oppilaitoksissa_10102022.pdfLansikallio_Paihdekasvatus_EPT_oppilaitoksissa_10102022.pdf
Lansikallio_Paihdekasvatus_EPT_oppilaitoksissa_10102022.pdf
 
Markkula_Vaikuttava ehkaiseva paihdetyo_10102022.pdf
Markkula_Vaikuttava ehkaiseva paihdetyo_10102022.pdfMarkkula_Vaikuttava ehkaiseva paihdetyo_10102022.pdf
Markkula_Vaikuttava ehkaiseva paihdetyo_10102022.pdf
 
Erikoissairaanhoidon hoitoonpääsy 31.08.2022
Erikoissairaanhoidon hoitoonpääsy 31.08.2022Erikoissairaanhoidon hoitoonpääsy 31.08.2022
Erikoissairaanhoidon hoitoonpääsy 31.08.2022
 
Rikos- ja riita-asioiden sovittelu 2021 -tilasto
Rikos- ja riita-asioiden sovittelu 2021 -tilastoRikos- ja riita-asioiden sovittelu 2021 -tilasto
Rikos- ja riita-asioiden sovittelu 2021 -tilasto
 
Synthetic Opioid Preparedness in Europe
Synthetic Opioid Preparedness in EuropeSynthetic Opioid Preparedness in Europe
Synthetic Opioid Preparedness in Europe
 
Sosiaalihuollon laitos- ja asumispalvelut 2021
Sosiaalihuollon laitos- ja asumispalvelut 2021Sosiaalihuollon laitos- ja asumispalvelut 2021
Sosiaalihuollon laitos- ja asumispalvelut 2021
 
Hoitoonpääsy perusterveydenhuollossa keväällä 2022
Hoitoonpääsy perusterveydenhuollossa keväällä 2022Hoitoonpääsy perusterveydenhuollossa keväällä 2022
Hoitoonpääsy perusterveydenhuollossa keväällä 2022
 
Aktuellt om coronavaccinationer - vaccinering under sommaren.pdf
Aktuellt om coronavaccinationer - vaccinering under sommaren.pdfAktuellt om coronavaccinationer - vaccinering under sommaren.pdf
Aktuellt om coronavaccinationer - vaccinering under sommaren.pdf
 
Kort information och aktuella frågor om vaccinationer
Kort information och aktuella frågor om vaccinationerKort information och aktuella frågor om vaccinationer
Kort information och aktuella frågor om vaccinationer
 
Förvaring av vacciner
Förvaring av vaccinerFörvaring av vacciner
Förvaring av vacciner
 
Johannes Kohal: Henkilöstömitoituksen seurantaan tarvittavat tiedot ja tiedon...
Johannes Kohal: Henkilöstömitoituksen seurantaan tarvittavat tiedot ja tiedon...Johannes Kohal: Henkilöstömitoituksen seurantaan tarvittavat tiedot ja tiedon...
Johannes Kohal: Henkilöstömitoituksen seurantaan tarvittavat tiedot ja tiedon...
 
Hanna Alastalo: Henkilöstömitoituksen seurannan kehitys ja aikataulu
Hanna Alastalo: Henkilöstömitoituksen seurannan kehitys ja aikatauluHanna Alastalo: Henkilöstömitoituksen seurannan kehitys ja aikataulu
Hanna Alastalo: Henkilöstömitoituksen seurannan kehitys ja aikataulu
 
Ajankohtaista koronarokotuksista 2.6.2022
Ajankohtaista koronarokotuksista 2.6.2022Ajankohtaista koronarokotuksista 2.6.2022
Ajankohtaista koronarokotuksista 2.6.2022
 
Tietoisku eri rokotteista
Tietoisku eri rokotteistaTietoisku eri rokotteista
Tietoisku eri rokotteista
 

Recently uploaded

Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...Genuine Call Girls
 
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...chandars293
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Servicevidya singh
 
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...indiancallgirl4rent
 
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...perfect solution
 
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...vidya singh
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...narwatsonia7
 
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...aartirawatdelhi
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...Arohi Goyal
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...narwatsonia7
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomdiscovermytutordmt
 

Recently uploaded (20)

Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Varanasi Just Call 9907093804 Top Class Call Girl Service Available
 
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
Pondicherry Call Girls Book Now 9630942363 Top Class Pondicherry Escort Servi...
 
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Haridwar Just Call 9907093804 Top Class Call Girl Service Available
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
 
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
College Call Girls in Haridwar 9667172968 Short 4000 Night 10000 Best call gi...
 
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
 
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...Bangalore Call Girls Nelamangala Number 7001035870  Meetin With Bangalore Esc...
Bangalore Call Girls Nelamangala Number 7001035870 Meetin With Bangalore Esc...
 
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Cuttack Just Call 9907093804 Top Class Call Girl Service Available
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
 
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
 

Markus Perola: Genomics to Healthcare Project

  • 1. GENOMICS TO HEALTHCARE FINNISH PRECISION MEDICINE STUDIES P5 AND P6 3 Prevention of common chronic diseases using modern medicine 19.9.2019 1 Markus Perola MD, PhD, Research Professor Finnish Institute for Health and Welfare (THL), Helsinki, Finland
  • 2. PRS = A TOOL FOR PREDICTING GENETIC HEALTH RISKS 19.9.2019 2 3 D-vitamin level lung cancer inflammatory bowel diseases gout dementia atrial fibrillation rheumatoid arthritis stroke asthma COPD breast cancer prostate cancer retinal degeneration colorectal cancer smoking parodontitis hyperlipidaemia caries type 2 diabetes coronary heart disease venous thrombosis The genome contains many different sites that each modify the risk for the disease. The size of the effect differs between sites.  Each individual has their unique combination of the risk modifying sites  The sum of the risk effects is the polygenic risk score of the individual Disease endpoints selected to the P6 study
  • 3. COMPARISON OF TRADITIONAL RISK FACTORS AND PRS IN CORONARY ARTERY DISEASE 19.9.2019 3 3 Genetic risk enables more individualized care Risk group evaluation based on traditional risk factors Risk group evaluation with traditional and genetic risks combined Presumably treated Presumably not treated Participants = 17% of the traditional 10-20% risk group = 0.9% of all participants = 46% of the traditional 10-20% risk group = 37% of the traditional 10-20% risk group Perola et al Duodecim 2019, Tikkanen E et al ATVB 2013
  • 4. COMPARISON OF PRS AND BMI IN TYPE 2 DIABETES 19.9.2019 4 3 Genetic risk brings added personalized value to the disease prevention regardless of lifestyle No (%) of type 2 diabetes cases in a 10-year follow-up Perola et al Duodecim 2019, Läll et al Genet Med 2017
  • 5. COMPARISON OF AGE AT EVENT IN PRS RISK CLASSES IN CORONARY ARTERY DISEASE 19.9.2019 5 3 Genetic risk identifies individuals who have increased risk to get the disease younger than others Mean age at event 68 y 65 y 59 y
  • 6. 9/19/2019 markus.perola@thl.fi 6 “…communicating DNA based risk estimates changes behaviour is not supported by existing evidence … do not support use of genetic testing or the search for risk-conferring gene variants for common complex diseases on the basis that they motivate risk-reducing behaviour.” INTERVENTION!
  • 7. NATIONAL INSTITUTE FOR HEALTH AND WELFARE P6 TERVEYDENHUOLTO GENOMIIKKA PUBLIC HEALTH PROGRAMMES e.g. North Karelia Project 1972–, Finnish Allergy Program 2008–2018, Suicide Prevention Project, Indoor Air and Health P6 INTERVENTION STUDIES e.g. Diabetes Prevention Study (DPS), FINGER, vaccine trials POPULATION FOLLOW-UP STUDIES e.g. HES-surveys: Mobile Clinic, FINRISK, Health 2000/2011, FinHealth DATA RECORDS AND SAMPLE COLLETIONS e.g. national registries, biobanks A plethora of genomic regions found to associate with various diseases and traits (e.g. coronary heart disease, type 2 diabetes) Costs of genome analyses rapidly decreasing Focus heavily on treatment instead of prevention Ageing population; increasing costs resulting from the chronic diseases HEALTHCARE GENOMICS
  • 8. P6 – GENOMICS TO HEALTHCARE Prevention of common chronic diseases using modern medicine 19.9.2019 8 Collaboration in P6  National Institute for Health and Welfare (THL) leads the project  Extensive collaboration network – Including Ministry of Social Affairs and Health, Business Finland, Sitra, Finnish biobanks, universities, medical specialists on various fields, HealthTech companies etc.  Pilot project P5 FinHealth launched in February 2018 – 3,500 participants – Funded by Sitra, Finnish Foundation for Cardiovascular Research and Yrjö Jahnsson Foundation 3
  • 9. P6 – GENOMICS TO HEALTHCARE Prevention of common chronic diseases using modern medicine 19.9.2019 9 3 Forming polygenic risk scores (PRS) based on previous high-quality research. Evaluation of PRSs in a large prospective Finnish population sample collection Recruitment of 100.000 participants from the Finnish biobanks. Returning disease risk information (genetic and lifestyle) via a secure web portal Invitation of X.000 high-risk individuals to an active intervention (RCT) D-vitamin level lung cancer inflammatory bowel diseases gout dementia atrial fibrillation rheumatoid arthritis stroke asthma COPD breast cancer prostate cancer retinal degeneration colorectal cancer smoking parodontitis hyperlipidaemia caries type 2 diabetes coronary heart disease venous thrombosis Disease endpoints selected to the P6 study
  • 10. P6 – GENOMICS TO HEALTHCARE Prevention of common chronic diseases using modern medicine 19.9.2019 10 3 Improved public health Cost-effective use of the healthcare resources Health equality of citizens Finland as a healthcare pioneer Improved prevention and early care of the common chronic diseases Novel opportunities for research, public-private co-operation and businesses in the health sector Professionally directed use of genetic information in the clinical care Healthcare professionals have a new predcitive, preventive, personalized and participatory tool for their clinical work that is ethically sound and simple to use Management and coordination P6 Study P5 pilot Communicat ions Public- private collaboration Technology and biobanks Health- economic evaluations Training PURPOSE
  • 11. P6 – TIMELINE 19.9.2019 11 3 P5 FinHealth pilot 2018-2019 Strategic planning of the P6 initiative 2019 P6 PRS analyses in the FINRISK cohort 2020 Recruitment of P6 study subjects via a biobank portal 2020-2021 Follow-up through national healthcare registries Follow-up studies 2023 -> P6 interventions 2020-2023 Returning P6 risk information via a secure web portal 2021-2023 Analyses of the P6 results 2021-2023
  • 12. GENOMICS TO HEALTHCARE – EXPECTED IMPACTS 19.9.2019 12 3