Real World Glycemic Effectiveness of Linagliptin
Study Details
Study Description
Brief Summary
A non-interventional cohort study using existing data from patients in the Optum Clinical Database which contains electronic health record (EHR) data from providers across the United States to determine whether there is comparable effectiveness of linagliptin on glycemic effectiveness
Condition or Disease | Intervention/Treatment | Phase |
---|---|---|
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
---|---|
Patients with a written prescription for linagliptin
|
Drug: Linagliptin
drug
Other Names:
|
Outcome Measures
Primary Outcome Measures
- Change in Glycosylated Hemoglobin (HbA1c) Across Age Categories [Baseline and 60 to 180 days]
Change in HbA1c among adults with type 2 diabetes mellitus (T2DM) within the 60 to 180 days following initiation of linagliptin across pre-defined age categories (40 to 54 years, 40 to 54 years, 65 to 74 years and 75+ years). Change in HbA1c, was calculated for each patient by subtracting the patient's last (most recent) HbA1c value during the pre-index period (including the index date) from the patient's last (most recent) HbA1c value 60 to 180 days after the index date.
- Change in Glycosylated Hemoglobin (HbA1c) Across Renal Function Categories [Baseline and 60 to 180 days]
Change in HbA1c among adults with type 2 diabetes mellitus (T2DM) within the 60 to 180 days following initiation of linagliptin across pre-defined renal function categories. Change in HbA1c, was calculated for each patient by subtracting the patient's last (most recent) HbA1c value during the pre-index period (including the index date) from the patient's last (most recent) HbA1c value 60 to 180 days after the index date. Renal function categories were presented based on patients with a pre-index estimated glomerular filtration rate (eGFR) value (eGFR<30, eGFR 30 to 44, eGFR 45 to 59, eGFR 60 to 89, eGFR ≥ 90 milliliter/ minute/1.73 meter^2 and eGFR not available).
Secondary Outcome Measures
- Percentage of Adults With T2DM Who Achieve HbA1c < 7.0% Across the Pre-defined Age Categories [60 to 180 days]
Percentage of adults with T2DM who achieve HbA1c < 7.0% within the 60 to 180 days following initiation of linagliptin across pre-defined age categories (40 to 54 years, 40 to 54 years, 65 to 74 years and 75+ years).
- Percentage of Adults With T2DM Who Achieve HbA1c < 7.0% Across Renal Function Categories [60 to 180 days]
Percentage of adults with T2DM who achieve HbA1c < 7.0% within the 60 to 180 days following initiation of linagliptin across pre-defined renal function categories. Renal function categories were presented based on patients with a pre-index estimated glomerular filtration rate (eGFR) value (eGFR<30, eGFR 30 to 44, eGFR 45 to 59, eGFR 60 to 89, eGFR ≥ 90 milliliter/ minute /1.73 meter^2 and eGFR not available).
Eligibility Criteria
Criteria
Inclusion Criteria:
-
≥ 1 written prescription for linagliptin (Tradjenta®, Jentadueto®, or Jentadueto XR®)in the EHR (electronic health record) data during the identification period
-
≥ 40 years of age based on the year of the index date
-
First active date in the EHR is ≥ 180 days prior to the index date
-
≥ 1 diagnosis code representing Type 2 diabetes (T2DM) in the EHR data during the 180-day pre-index period or on the index date
-
≥ 1 HbA1c value during the 180-day pre-index period or on the index date
-
≥ 1 HbA1c value 60 to 180 days after the index date
Exclusion Criteria:
-
≥ 1 written prescription, medication administration or medication history record for linagliptin or other dipeptidyl peptidase (DPP-4) inhibitor in the EHR data during the 180-day pre-index period
-
≥ 1 written prescription or medication administration for a new antihyperglycemic medication other than linagliptin on the index date New antihyperglycemic medication will be defined as a written prescription or medication administration for any antihyperglycemic medication that was not present in the patient's written prescription, medication administration, or medication history records during the 180-day pre-index period.
Individual antihyperglycemic medications will be distinguished by generic name using the column labelled "Medication Name" in Tables 2 through 13. Combination products containing two generic ingredients will be considered as two distinct antihyperglycemic medications Note: This exclusion criterion is designed to exclude patients from the study sample if they start a new antihyperglycemic medication other than linagliptin on the index date. Patients that start a new antihyperglycemic medication in the follow-up period will not be removed from the study sample to avoid creating a biased sample. Addition of a new antihyperglycemic medication during follow-up will be evaluated through the sensitivity analysis described in Section 9.7.4.4. While we will be capturing additions of new therapies, discontinuation of linagliptin is not able to be accurately measured in electronic record data. The electronic record data capture prescriptions written by a prescriber, but it is not possible to know if patients received and adhered to their medication and there are no structured data fields to identify if and when a medication was discontinued by the patient or the provider
-
≥ 1 diagnosis code or procedure code representing renal transplant, solid organ transplant, or bone marrow transplant in the EHR data during the 180-day pre-index period or on the index date
-
≥ 1 diagnosis code representing malignancy in the EHR data during the 180-day preindex period or on the index date
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
---|---|---|---|---|---|
1 | Optum | Eden Prairie | Minnesota | United States | 55344 |
Sponsors and Collaborators
- Boehringer Ingelheim
- Eli Lilly and Company
Investigators
None specified.Study Documents (Full-Text)
More Information
Additional Information:
Publications
None provided.- 1218-0182
Study Results
Participant Flow
Recruitment Details | Non-interventional, retrospective cohort study using existing data from patients in the Optum Clinical Database which contains electronic health record (EHR) data for the period of 01 July 2011 through 31 March 2017. |
---|---|
Pre-assignment Detail | Type 2 diabetes mellitus (T2DM) patients with written prescription for initiating Linagliptin (Tradjenta®, Jentadueto®, or Jentadueto XR®) were identified during identification period starting on 01 January 2012 and ending on 30 September 2016. Aim was to describe real world glycemic-lowering effectiveness across range of ages and renal function. |
Arm/Group Title | Patients With Written Prescription for Initiating Linagliptin |
---|---|
Arm/Group Description | Patients with a first written prescription for linagliptin were identified during an identification period starting on 01 January 2012 and ending on 30 September 2016. |
Period Title: Overall Study | |
STARTED | 11001 |
COMPLETED | 11001 |
NOT COMPLETED | 0 |
Baseline Characteristics
Arm/Group Title | Patients With Written Prescription for Initiating Linagliptin |
---|---|
Arm/Group Description | Patients with a first written prescription for linagliptin were identified during an identification period starting on 01 January 2012 and ending on 30 September 2016. |
Overall Participants | 11001 |
Age (Years) [Mean (Standard Deviation) ] | |
Mean (Standard Deviation) [Years] |
64.30
(11.37)
|
Sex: Female, Male (Count of Participants) | |
Female |
5603
50.9%
|
Male |
5398
49.1%
|
Ethnicity (NIH/OMB) (Count of Participants) | |
Hispanic or Latino |
927
8.4%
|
Not Hispanic or Latino |
9550
86.8%
|
Unknown or Not Reported |
524
4.8%
|
Race (NIH/OMB) (Count of Participants) | |
American Indian or Alaska Native |
0
0%
|
Asian |
241
2.2%
|
Native Hawaiian or Other Pacific Islander |
0
0%
|
Black or African American |
1455
13.2%
|
White |
8645
78.6%
|
More than one race |
0
0%
|
Unknown or Not Reported |
660
6%
|
Estimated glomerular filtration rate (eGFR) (participants) [Number] | |
<30 |
679
6.2%
|
30 to 44 |
1646
15%
|
45 to 59 |
1727
15.7%
|
60 to 89 |
3256
29.6%
|
≥ 90 |
2603
23.7%
|
eGFR not available |
1090
9.9%
|
Age categories (participants) [Number] | |
40 to 54 years |
2325
21.1%
|
55 to 64 years |
3332
30.3%
|
65 to 74 years |
3077
28%
|
75 years and above |
2267
20.6%
|
Outcome Measures
Title | Change in Glycosylated Hemoglobin (HbA1c) Across Age Categories |
---|---|
Description | Change in HbA1c among adults with type 2 diabetes mellitus (T2DM) within the 60 to 180 days following initiation of linagliptin across pre-defined age categories (40 to 54 years, 40 to 54 years, 65 to 74 years and 75+ years). Change in HbA1c, was calculated for each patient by subtracting the patient's last (most recent) HbA1c value during the pre-index period (including the index date) from the patient's last (most recent) HbA1c value 60 to 180 days after the index date. |
Time Frame | Baseline and 60 to 180 days |
Outcome Measure Data
Analysis Population Description |
---|
Patients with a written prescription for linagliptin were identified during an identification period starting on 01 January 2012 and ending on 30 September 2016. |
Arm/Group Title | Patients With Written Prescription for Initiating Linagliptin |
---|---|
Arm/Group Description | Patients with a first written prescription for linagliptin were identified during an identification period starting on 01 January 2012 and ending on 30 September 2016. |
Measure Participants | 11001 |
Overall |
-0.51
(1.46)
|
Age 40 to 54 years |
-0.65
(1.65)
|
Age 55 to 64 years |
-0.59
(1.54)
|
Age 65 to 74 years |
-0.43
(1.36)
|
Age 75+ years |
-0.36
(1.21)
|
Title | Change in Glycosylated Hemoglobin (HbA1c) Across Renal Function Categories |
---|---|
Description | Change in HbA1c among adults with type 2 diabetes mellitus (T2DM) within the 60 to 180 days following initiation of linagliptin across pre-defined renal function categories. Change in HbA1c, was calculated for each patient by subtracting the patient's last (most recent) HbA1c value during the pre-index period (including the index date) from the patient's last (most recent) HbA1c value 60 to 180 days after the index date. Renal function categories were presented based on patients with a pre-index estimated glomerular filtration rate (eGFR) value (eGFR<30, eGFR 30 to 44, eGFR 45 to 59, eGFR 60 to 89, eGFR ≥ 90 milliliter/ minute/1.73 meter^2 and eGFR not available). |
Time Frame | Baseline and 60 to 180 days |
Outcome Measure Data
Analysis Population Description |
---|
Patients with a written prescription for linagliptin were identified during an identification period starting on 01 January 2012 and ending on 30 September 2016. |
Arm/Group Title | Patients With Written Prescription for Initiating Linagliptin |
---|---|
Arm/Group Description | Patients with a first written prescription for linagliptin were identified during an identification period starting on 01 January 2012 and ending on 30 September 2016. |
Measure Participants | 11001 |
Overall |
-0.51
(1.46)
|
eGFR<30 |
-0.22
(1.46)
|
eGFR 30 to 44 |
-0.33
(1.34)
|
eGFR 45 to 59 |
-0.47
(1.42)
|
eGFR 60 to 89 |
-0.55
(1.44)
|
eGFR ≥ 90 |
-0.70
(1.58)
|
eGFR not available |
-0.45
(1.40)
|
Title | Percentage of Adults With T2DM Who Achieve HbA1c < 7.0% Across the Pre-defined Age Categories |
---|---|
Description | Percentage of adults with T2DM who achieve HbA1c < 7.0% within the 60 to 180 days following initiation of linagliptin across pre-defined age categories (40 to 54 years, 40 to 54 years, 65 to 74 years and 75+ years). |
Time Frame | 60 to 180 days |
Outcome Measure Data
Analysis Population Description |
---|
Patients with a written prescription for linagliptin were identified during an identification period starting on 01 January 2012 and ending on 30 September 2016. |
Arm/Group Title | Patients With Written Prescription for Initiating Linagliptin |
---|---|
Arm/Group Description | Patients with a first written prescription for linagliptin were identified during an identification period starting on 01 January 2012 and ending on 30 September 2016. |
Measure Participants | 11001 |
Overall |
35.72
|
Age 40 to 54 years |
30.28
|
Age 55 to 64 years |
35.59
|
Age 65 to 74 years |
37.89
|
Age 75+ years |
38.55
|
Title | Percentage of Adults With T2DM Who Achieve HbA1c < 7.0% Across Renal Function Categories |
---|---|
Description | Percentage of adults with T2DM who achieve HbA1c < 7.0% within the 60 to 180 days following initiation of linagliptin across pre-defined renal function categories. Renal function categories were presented based on patients with a pre-index estimated glomerular filtration rate (eGFR) value (eGFR<30, eGFR 30 to 44, eGFR 45 to 59, eGFR 60 to 89, eGFR ≥ 90 milliliter/ minute /1.73 meter^2 and eGFR not available). |
Time Frame | 60 to 180 days |
Outcome Measure Data
Analysis Population Description |
---|
Patients with a written prescription for linagliptin were identified during an identification period starting on 01 January 2012 and ending on 30 September 2016. |
Arm/Group Title | Patients With Written Prescription for Initiating Linagliptin |
---|---|
Arm/Group Description | Patients with a first written prescription for linagliptin were identified during an identification period starting on 01 January 2012 and ending on 30 September 2016. |
Measure Participants | 11001 |
Overall |
35.72
|
eGFR<30 |
46.69
|
eGFR 30 to 44 |
38.88
|
eGFR 45 to 59 |
40.19
|
eGFR 60 to 89 |
35.75
|
eGFR ≥ 90 |
30.12
|
eGFR not available |
30.37
|
Adverse Events
Time Frame | Individual safety reporting is not applicable for this study | |
---|---|---|
Adverse Event Reporting Description | This is a retrospective observational study using secondary data, in which all patient data will be collected and analyzed in aggregate. Individual patient safety related information will not be captured during this study. Thus, individual safety reporting is not applicable for this study. | |
Arm/Group Title | Patients With Written Prescription for Initiating Linagliptin | |
Arm/Group Description | Patients with a first written prescription for linagliptin were identified during an identification period starting on 01 January 2012 and ending on 30 September 2016. | |
All Cause Mortality |
||
Patients With Written Prescription for Initiating Linagliptin | ||
Affected / at Risk (%) | # Events | |
Total | 0/0 (NaN) | |
Serious Adverse Events |
||
Patients With Written Prescription for Initiating Linagliptin | ||
Affected / at Risk (%) | # Events | |
Total | 0/0 (NaN) | |
Other (Not Including Serious) Adverse Events |
||
Patients With Written Prescription for Initiating Linagliptin | ||
Affected / at Risk (%) | # Events | |
Total | 0/0 (NaN) |
Limitations/Caveats
More Information
Certain Agreements
Principal Investigators are NOT employed by the organization sponsoring the study.
Boehringer Ingelheim (BI) acknowledges that investigators have the right to publish the study results. Investigators shall provide BI with a copy of any publication or presentation for review prior to any submission. Such review will be done with regard to proprietary information, information related to patentable inventions, medical, scientific, and statistical accuracy within 60 days. BI may request a delay of the publication in order to protect BI's intellectual property rights.
Results Point of Contact
Name/Title | Boehringer Ingelheim, Call Centre |
---|---|
Organization | Boehringer Ingelheim |
Phone | 1-800-243-0127 |
clintriage.rdg@boehringer-ingelheim.com |
- 1218-0182