Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec...

30
Groupe de recherche PRIMUS

Transcript of Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec...

Page 1: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Groupe de recherche PRIMUS

Page 2: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis

Present by: Shabnam Asghari M.D. Ph.D.

   Epidemiologist, PRIMUS research group

Page 3: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Research team

Alain Vanasse MD, PhD, FCMF  Professor in the Department of Family Medicine and Director of the PRIMUS

Research Group

Shabnam Asghari MD, PhD Researcher, PRIMUS Research Group

Josiane Courteau  PhD Researcher, PRIMUS Research Group

Catherine Drouin PhD(C) PhD candidate, PRIMUS Research Group

André C. Carpentier MD Professor in the Department of  Medicine

27

Page 4: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Miracle of Insulin

Before insulin was discovered in 1921, everyone with type 1 diabetes died within weeks to years of its onset

Background

4

Page 5: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Insulin initiation

• All adults and children with type 1 diabetes begin the use of insulin as their first medication.

• The number of adults beginning insulin therapy has increased in recent years (Davis ,2006).

Background

5

Page 6: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Early Initiation of Insulin for Adults

Early initiation of insulin is a marker of type 1 diabetes in adults

Time to insulin initiation cannot be used in defining latent autoimmune diabetes in adults (Brophy, 2008)

Background

6

Page 7: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Previous studies

• There are wide variations in practice among the multidisciplinary team

and • There is little published regarding the

insulin initiation in patients with type 2 diabetes.(Davis RE ,2006; Yeap B,2007)

Background

7

Page 8: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Why early initiation of insulin

• The link between hyperglycemia and increased overall mortality

• Improvement in glycemic control

• Reduce and delay the onset of diabetic complications.

(Davis, RE. ,2006; Liebl, A. , 2007; Meneghini,L., 2008)

8

Background

Page 9: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Why delay

• Delays in initiating insulin may come from both physician and patient barriers. (Haque,M. ,2005; Oliveria,S.A. 2007)

• Time to insulin treatment is dependent on local clinical judgment and not on the disease process. (Brophy,S. 2008)

Background

9

Page 10: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Study objective

To measure, describe and compare “time to insulin” initiation in incident cases of diabetes

by age and gender

10

Page 11: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Outcome: Time from diabetes diagnosis to insulin initiation

Measure of time : Days

11

Methodology

Page 12: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Data Sources

• Hospital discharge registry (MedEcho)

• Death registry (MSSS)

• Beneficiary registry (RAMQ)

• Pharmacological registry (RAMQ)

Methodology

12

Page 13: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Study Population

An exhaustive cohort of incident cases of diabetes aged 20 years and older in 1995

Methodology

13

Page 14: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Diabetes case definition

• Diabetes cases Two physician claims with a diagnosis of

diabetes (ICD-9 Code 250) or one hospital discharge (Canadian National Diabetes Surveillance

System’s case definition for administrative data). • Incident cases of diabetes A diabetes case using NDSS with a one

ICD code 250 for a 5 year clearance period (Asghari S et al,2008).

Methodology

14

Page 15: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Study Design

An exhaustive retrospective cohort of diabetes cases for 1995 in the

province of Quebec were followed-up until the date of insulin initiation,

death or December 31, 2004, whichever occurred first.

Methodology

15

Page 16: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Eligibility Criteria

Inclusion criteria• New cases of diabetes

(by NDSS+ one ICD code 250 for a 5 year clearance period)

• ≥ 20 years old• Living in the province

of Quebec • Covered by the public

drug insurance

Exclusion criteria

• Gestational diabetes

Methodology

16

Page 17: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Other variables

• Age

• Gender

Methodology

17

Page 18: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Statistical Analysis

The Kaplan-Meier method was used to estimate time from diabetes diagnosis to insulin initiation and to compare ‘survival

curves’.

Methodology

18

Page 19: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Results

19

Page 20: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Results

A total of 17,828 patients met the selection criteria (mean age: 68.9 years ± 12.0;

female: 54.5%).

20

Page 21: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

• Overall, 13.7% (N=2444) (mean age: 63.7; 95% CI: 63.2-64.3) claimed at least one prescription of insulin during the follow-up period.

• 1 out of 3 began insulin in the first year.

Results

21

Page 22: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

No significant difference between gender

22

Page 23: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.
Page 24: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Time to insulin curves differ significantly between age groups.

23

15%

Page 25: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.
Page 26: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Discussion

More than 86% of diabetic patients had no insulin initiation during the ten-year follow-up.

24

Page 27: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Discussion

Younger patients (20-39 years) were more likely to initiate early insulin therapy.

Although a recent study revealed that time to insulin cannot be used in defining

diabetes types. The result of this large scale study suggests that insulin was

initiated early for younger adults which are more prone to have type 1 diabetes.

25

Page 28: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

More studies are needed to confirm the hypothesis of using early insulin initiation as a marker of type 1 diabetes in adults

in a medico-administrative database. We also suggest another study to find PPV and NPV of early insulin initiation using

patient records and medico-administrative data

Suggestion

26

Page 29: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

Research team

Alain Vanasse MD, PhD, FCMF  Professor in the Department of Family Medicine and Director of the PRIMUS

Research Group

Shabnam Asghari MD, PhD Researcher, PRIMUS Research Group

Josiane Courteau  PhD Researcher, PRIMUS Research Group

Catherine Drouin PhD(C) PhD candidate, PRIMUS Research Group

André C. Carpentier MD Professor in the Department of  Medicine

27

Page 30: Groupe de recherche PRIMUS. Time to Insulin Initiation in Diabetic Patients: A Quebec Population-Based Analysis Present by: Shabnam Asghari M.D. Ph.D.

??• Groupe de recherche PRIMUS http://pages.usherbrooke.ca/primus

[email protected]  

• CHUS,3001-12e Avenue Nord, Sherbrooke Québec, Canada ,J1H 5N4

• Telephone :  819- 820-6868, poste 15130

Fax: 819- 564-5424

Contact

28