Type 2 Diabetes Clinical Trial
Official title:
Evaluation of the Clinical and Economic Outcomes Associated With Exenatide Versus Basal Insulin in People With Type 2 Diabetes
This is a retrospective cohort study based on Clinical Practice Research Datalink (CPRD)
database analysis to compare therapy effectiveness, and cost between exenatide and basal
insulin in patients with type 2 diabetes.
Type 2 diabetes (T2DM) is a chronic condition characterized by elevated blood sugar levels
(hyperglycaemia) that can result in an increased risk of a variety of conditions including
heart disease, strokes, kidney failure, blindness and amputation. Whilst initially patients
may control their blood sugar by lifestyle modification (diet and exercise), ultimately most
will require therapeutic intervention with regimens that increase in complexity as T2DM
progresses. Exenatide is a relatively recent anti-diabetic drug which is known to lead to
weight loss as well as improved blood glucose control. It has also been associated with
reduced heart attacks and strokes. In this study CPRD database will be used to compare
outcomes for patients prescribed exenatide compared with those prescribed insulin; a more
established treatment for T2DM. In particular changes from baseline in blood sugar control
and weight will be considered as the primary outcomes. As the choice to treat with exenatide
or insulin will be related to patient characteristics which may in themselves be associated
with the outcomes of the study we aim to match study patients on some of these key variables
and adjust for others in our analysis.
Objectives of the study To compare changes in HbA1c and weight from baseline in patients
initiated exenatide based-therapy regimen with those initiated insulin-based therapy regimen
among type 2 diabetes patients who were injectable naïve in primary care in UK. Health care
utilization will be calculated for each of the treatment cohorts, and compared.
Data source Patients will be selected from the Clinical Practice Research Datalink (CPRD), a
longitudinal, anonymized research database derived from nearly 700 primary-care practices in
the UK. These practices are considered representative of the UK as a whole. The primary-care
dataset (CPRD GOLD) comprises data on demographics, diagnoses, hospital referrals,
prescriptions emanating in primary care, and other aspects of patient care. Approximately
60% of practices participate in a linkage scheme, by which their patient records are linked
to other data sources, including the Hospital Episode Statistics (HES) dataset which
provides data on all inpatient and outpatient contacts occurring within National Health
Service hospitals in England, and the Office for National Statistics (ONS) mortality
dataset. Diagnostic information in the CPRD primary-care dataset is recorded using the Read
code classification a UK primary-care practice standard. HES inpatient data are recorded
using the International Classification of Disease codes, 10th revision (ICD-10); ONS
mortality data are recorded using the ICD-10 and ICD-9 classifications.
Patient identification and Method
Patients defined by CPRD as being of acceptable research quality will be classified as
having type 2 diabetes if they had a Read code indicative of diabetes and at least one of
the following selection criteria applies:
1. more than one diagnostic record exclusively for type 2 diabetes,
2. prescriptions for two or more different classes of non-insulin glucose-lowering
therapy,
3. a diagnostic code indicative of type 2 diabetes (regardless of conflicting diagnoses of
type 1 or nonspecific diabetes) plus a prescription for a non-insulin glucose lowering
therapy.
Two groups of cases will be defined as patients receiving exenatide as monotherapy or in
combination with one or more other oral glucose-lowering therapies based on therapy codes
recorded within CPRD. The groups will be:
1. exenatide once weekly formulation (Bydureon),
2. exenatide twice daily formulation (Byetta). Patients will be excluded if they had
received
1. prior injectable diabetes therapy 2. less than 90 days continuous exposure to the
exenatide therapy Control patients will be selected from the pool of type 2 diabetes
patients who had a prescription for basal insulin as monotherapy or in combination with one
or more other oral glucose-lowering therapies. The same exclusion criteria as that applied
to cases was applied, that is
1. prior injectable diabetes therapy
2. less than 90 days continuous exposure to basal insulin
Matching will be performed by direct matching and by propensity score matching at a ratio of
1:1 based on the following criteria:
1. age (±5 years)
2. gender,
3. year of index exposure (±1 year),
4. diabetes duration (±2 years),
5. BMI (±3 kg/),
6. HbA1c [±1% (±11 mmol/mol)
7. Concurrent glucose-lowering medication.
Index date is the initiation of the study drugs between January 2009 and December 2014.
Primary care and secondary contacts will be ascertained from the CPRD GOLD and HES databases
respectively. Admissions will be described by number, length of stay and cost. Healthcare
resource groups (HRGs) will be assigned to each patient spell and processed using HRG 4
grouper software (National Casemix Office, Winchester, UK). The allocated HRG will then
linked to the 2014 National Tariff adjusted for nature of the admission (elective admissions
versus emergency) and excess length of stay. Primary care costs were derived from the Units
costs of Health and Social Care 2014 Baseline characteristics of patients initiated on
either Bydureon/Byetta and basal insulin will be presented for all patients and for those
included in the direct matched and propensity score matched analyses. Differences between
characteristics will be tested using the t-test for continuous variables and Pearson
chi-square test for categorical variables.
Outcomes All patients received standard care, no interventions were given by the study
investigator.
The primary outcome will be HbA1c and weight change. Baseline measures will be defined as
any measurement between -180 days and baseline. Change will be measured from baseline to 6
months and 12 - 24 months (± 90 days) for those patients remaining on their index regimen.
HbA1c change from baseline at 6 months and 12-24 months will be calculated and differences
between treatment groups compared. The proportion of patients for whom HbA1c falls below
7.0% will also be compared.
Weight change from baseline at 6 months and 12-24 months will be calculated and differences
between treatment groups compared. Differences will considered as both an absolute and
relative change from baseline.
Two composite end points will be considered based on the proportion of patients:
1. reaching a target of HbA1c<=7.0%% with weight reduction
2. reaching a target of HbA1c<=7.0%% with weight reduction ≥5% The proportion of patients
reaching these endpoints were compared by chi-square test. Analyses will be performed
for all patients and those matched directly and matched by propensity score.
Secondary outcomes - Health service utilisation Rates and costs of health service contacts
will be calculated and compared between treatment groups using the Mann-Whitney U-test.
Follow up will be defined as time from index date to last prescription date + 90 days.
;
| Status | Clinical Trial | Phase | |
|---|---|---|---|
| Completed |
NCT05219994 -
Targeting the Carotid Bodies to Reduce Disease Risk Along the Diabetes Continuum
|
N/A | |
| Completed |
NCT04056208 -
Pistachios Blood Sugar Control, Heart and Gut Health
|
Phase 2 | |
| Completed |
NCT02284893 -
Study to Evaluate the Efficacy and Safety of Saxagliptin Co-administered With Dapagliflozin in Combination With Metformin Compared to Sitagliptin in Combination With Metformin in Adult Patients With Type 2 Diabetes Who Have Inadequate Glycemic Control on Metformin Therapy Alone
|
Phase 3 | |
| Completed |
NCT04274660 -
Evaluation of Diabetes and WELLbeing Programme
|
N/A | |
| Active, not recruiting |
NCT05887817 -
Effects of Finerenone on Vascular Stiffness and Cardiorenal Biomarkers in T2D and CKD (FIVE-STAR)
|
Phase 4 | |
| Active, not recruiting |
NCT05566847 -
Overcoming Therapeutic Inertia Among Adults Recently Diagnosed With Type 2 Diabetes
|
N/A | |
| Recruiting |
NCT06007404 -
Understanding Metabolism and Inflammation Risks for Diabetes in Adolescents
|
||
| Completed |
NCT04965506 -
A Study of IBI362 in Chinese Patients With Type 2 Diabetes
|
Phase 2 | |
| Recruiting |
NCT06115265 -
Ketogenic Diet and Diabetes Demonstration Project
|
N/A | |
| Active, not recruiting |
NCT03982381 -
SGLT2 Inhibitor or Metformin as Standard Treatment of Early Stage Type 2 Diabetes
|
Phase 4 | |
| Completed |
NCT04971317 -
The Influence of Simple, Low-Cost Chemistry Intervention Videos: A Randomized Trial of Children's Preferences for Sugar-Sweetened Beverages
|
N/A | |
| Completed |
NCT04496154 -
Omega-3 to Reduce Diabetes Risk in Subjects With High Number of Particles That Carry "Bad Cholesterol" in the Blood
|
N/A | |
| Completed |
NCT04023539 -
Effect of Cinnamomum Zeylanicum on Glycemic Levels of Adult Patients With Type 2 Diabetes
|
N/A | |
| Recruiting |
NCT05572814 -
Transform: Teaching, Technology, and Teams
|
N/A | |
| Enrolling by invitation |
NCT05530356 -
Renal Hemodynamics, Energetics and Insulin Resistance: A Follow-up Study
|
||
| Completed |
NCT03960424 -
Diabetes Management Program for Hispanic/Latino
|
N/A | |
| Completed |
NCT04097600 -
A Research Study Comparing Active Drug in the Blood in Healthy Participants Following Dosing of the Current and a New Formulation (D) Semaglutide Tablets
|
Phase 1 | |
| Completed |
NCT05378282 -
Identification of Diabetic Nephropathy Biomarkers Through Transcriptomics
|
||
| Active, not recruiting |
NCT06010004 -
A Long-term Safety Study of Orforglipron (LY3502970) in Participants With Type 2 Diabetes
|
Phase 3 | |
| Completed |
NCT03653091 -
Safety & Effectiveness of Duodenal Mucosal Resurfacing (DMR) Using the Revita™ System in Treatment of Type 2 Diabetes
|
N/A |