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i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP) Paul Avillach, MD, PhD Hôpital Européen Georges Pompidou (HEGP) Faculté de Médecine René Descartes, Université Paris 5 INSERM UMR_S 872 eq22 CBMI – Harvard Medical School ErasmusMC University

i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)

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Page 1: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)

i2b2 Clinical Datawarehouse at the Pompidou University Hospital

in Paris (APHP - HEGP)

Paul Avillach, MD, PhD

Hôpital Européen Georges Pompidou (HEGP) Faculté de Médecine René Descartes, Université Paris 5

INSERM UMR_S 872 eq22

CBMI – Harvard Medical School

ErasmusMC University

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Location •  Paris 15th district

Within AP-HP •  HEGP is the most recent acute care hospital within the 38 AP-HP hospitals

•  HEGP meets the needs of the 600, 000 inhabitants of the Paris south-west

HEGP Background

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HEGP background

Hôpital Laennec (1634) Hôpital Boucicaut Hôpital Broussais

Opening : July 2000-

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HEGP BDW HER/CDW integration

EHR :

Operational Database

(ODS)

EHR :

Mirrored Database

Production environment Evaluation/Research environment

ETL suite (Talend Open Studio)

Clinical Data Warehouse

(CDW)

External Databases

Data Analysis Data Mining

R i2b2/tranSMART tools Business Object IBM Ilog Rules

Real time requests

CIO: Pr Patrice Degoulet Pr Anita Burgun

Page 5: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)

PI: Isaac Kohane – Harvard - CBMI

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HEGP i2b2

Page 7: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)

HEGP CDW

Page 8: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)

CDW use

•  188 MD + Pharm trained

•  IRB Creation of an HEGP research ethical committee linked to the regional IRB

i2b2 CDW queries (Jan. 2011-Dec 2013)

Page 9: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)

HEGP CDW

•  Level 1 studies : aggregated data (e.g. potential trial recruitment) Ø  Free access for all HEGP health professionals Ø  2 209 requests

•  Level 2 and 3 studies : access to patient level data Ø  Structured written project Ø Validation by the HEGP IRB Ø  Transmission to the regional IRB Ø  Level 2 : anonymized patient data Ø  Level 3 : de-anonymized patient data

Ø  IRB approval for 35 projects

i2b2 CDW use (Jan. 2011-Dec. 2013)

Page 10: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)
Page 11: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)
Page 12: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)

PheWAS study on i2b2

Datatypes:

•  ICD10 •  Drug prescription

•  Lab results

•  Clinical Notes

Time points+++

Page 13: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)

Phenotype

Thiopurine dose

Low activity

Intermediate activity

Normal Activity

10 % dose

30 – 70 % dose

100 % dose

FDA & EMA recommendations

?

Methodes: Selection of trait:

enzymatic Activity TPMT

Page 14: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)

TPMT

Page 15: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)

ICD10

Very High TPMT activity VS others

256 ICD-10 based aggregated

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Page 17: i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris … · 2014. 5. 27. · i2b2 Clinical Datawarehouse at the Pompidou University Hospital in Paris (APHP - HEGP)

Acknowledgments

Informatics & Public Health Dept : •  Eric Zapletal, •  Antoine Neuraz, •  Anita Burgun, •  Patrice Degoulet

www.i2b2.org