Diabetes Mellitus Type 2NCT03078049
Characteristics of Patients With Type 2 Diabetes Mellitus Receiving Treatment With Dapagliflozin Versus Sitagliptin: An Analysis of Commercial Claims and Linked Laboratory Data
An observational study of Diabetes Mellitus Type 2, run by AstraZeneca at 1 site in United States.
Trial summary
Rationale: In order to compare the real-world use of commonly prescribed second-line oral diabetes therapies, real-world data comparing patients receiving treatment with dapagliflozin vs sitagliptin are needed, and limited resource use and cost data exist for patients initiating dapagliflozin in the real-world… Read more about this study
- Who is it for?
- Ages 18 years and older
- Conditions the study is for
- Diabetes Mellitus Type 2
- How many people
- 11,971 participants
- Where
- 1 siteUnited States
- Study dates
- 31 Mar 2017to 31 May 2017
- Phase
- Observational
- Are there results?
- None posted in the registry
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 18 years and older
- All sexes
- No healthy volunteers
- Adult, Older adult
Study population: Both Male and Female 18+
Who may be able to join
- A prescription claim for either dapagliflozin or sitagliptin between on after January 1, 2014 (note: patients receiving dapagliflozin/metformin combination therapy (Xigduo), sitagliptin/metformin (Janumet/Janumet XR), or sitagliptin/simvastatin (Juvisync) will be included in the study population). The date of the first observed claim for either dapagliflozin or sitagliptin will define the index date.
- Continuous medical and pharmacy benefits for a 6-month baseline period.
- At least 1 diagnosis of T2DM in any position (ICD-9-CM and ICD-10-CM diagnosis codes are provided in accompanying Excel file) during the 6-month baseline period or during the 12- month follow-up period
Who cannot join
- Receipt of either a SGLT-2 inhibitor or DPP-4 inhibitor during the 6-month baseline period.
- A diagnosis of type 1 diabetes mellitus (T1DM) in any position during the baseline period.
- A diagnosis of gestational diabetes mellitus (GDM) or pregnancy in any position during the 6-month baseline period or 12-month follow-up period.
Trial locations and contacts
1 site in 1 country.
About this study
Rationale: In order to compare the real-world use of commonly prescribed second-line oral diabetes therapies, real-world data comparing patients receiving treatment with dapagliflozin vs sitagliptin are needed, and limited resource use and cost data exist for patients initiating dapagliflozin in the real-world setting.
Objectives:
Read more
Primary: The primary objective of this study is to compare real-world health care resource utilization and costs following treatment with dapagliflozin versus sitagliptin. Secondary: The secondary objectives of this study are to assess clinical outcomes and treatment patterns among patients receiving treatment with dapagliflozin versus sitagliptin. Study Design: Retrospective cohort study. Target Subject Population: Patients receiving treatment with either dapagliflozin or sitagliptin will be evaluated.
Study Variable(s):
Primary Variables: Health care resource utilization and costs Secondary Variables: Demographics measured at the index date, Quan-Charlson Comorbidity score, measured during the baseline period, Agency for Healthcare Research and Quality (AHRQ)-based comorbidity measures, receipt of other antidiabetic medication classes during the baseline and follow-up periods, number and percentage of patients with a diagnosis of obesity during the baseline or follow-up periods, treatment patterns during the follow-up period (i.e., index dose, duration of treatment, discontinuation, adherence, receipt of additional antidiabetic medication classes), HbA1c outcomes (among subgroup of patients with linked laboratory data, sample size permitting), renal impairment, hypoglycemia as defined by a claims-based algorithm.
Statistical Methods: Initial analyses will be descriptive in nature and entail the tabular display of mean values, medians, ranges, and standard deviations of continuous variables of interest (e.g., patient age) and frequency distributions for categorical variables (e.g., sex, geographic location). Outcomes will be compared between patients receiving dapagliflozin versus sitagliptin using univariate tests. Propensity score matching will be undertaken to reduce bias in the comparison of patients receiving treatment with dapagliflozin versus sitagliptin. Following matching, demographics and baseline characteristics will be assessed using standardized differences to determine balance in the post-matched sample. Outcomes will be assessed using tests for paired data (paired t-tests, signed rank tests, McNemar's tests).
Read the detailed description
Rationale: In order to compare the real-world use of commonly prescribed second-line oral diabetes therapies, real-world data comparing patients receiving treatment with dapagliflozin versus sitagliptin are needed, and limited resource use and cost data exist for patients initiating dapagliflozin in the real-world setting.
Objectives:
Primary:
The primary objective is to compare real-world health care resource utilization and costs following treatment with dapagliflozin versus sitagliptin.
Secondary:
The secondary objectives of this study are to assess the following real-world data among patients receiving treatment with dapagliflozin versus sitagliptin:
- Patient demographic and baseline clinical and treatment characteristics
- Treatment patterns, specifically dose at index date, duration of treatment, adherence, discontinuation, and receipt of additional antidiabetic agents
- Clinical outcomes after treatment augmentation, including hypoglycemic events, renal impairment, and HbA1c
Study Design: Retrospective cohort study of commercial medical and pharmacy claims along with enrollment information and linked laboratory results between July 1, 2013 and April 30, 2016.
Target Subject Population: Patients receiving treatment with either dapagliflozin or sitagliptin will be evaluated in this analysis. The date of the first observed claim for either dapagliflozin or sitagliptin will define the index date. This study will use an intent- to-treat population, and patients will remain in their defined study cohort for the duration of the follow-up period, regardless of treatment changes. The baseline period will be defined as the 6 months' pre-index date, and the follow-up period will be defined as the 12 months' post-index date (inclusive of the index date). Patients will be required to have continuous health plan enrollment during the baseline and follow-up periods. Patients having at least one claim with a diagnosis of type 1 diabetes mellitus in the baseline period or gestational diabetes or evidence of pregnancy in the baseline or follow-up periods will be excluded from the study population. Furthermore, patients will be excluded from the analysis if they received a selective sodium glucose co-transporter-2 (SGLT-2) or dipeptidyl peptidase 4 (DPP-4) inhibitor during the baseline period. Patients receiving treatment with dapagliflozin will be matched on demographic, clinical, and economic characteristics to patients receiving treatment with sitagliptin using the 1:1 propensity score matching technique.
Study Variable(s):
Primary Variables: Health care resource utilization and costs
Secondary Variables:
- Demographics measured at the index date
- Quan-Charlson Comorbidity score, measured during the baseline period
- Agency for Healthcare Research and Quality (AHRQ)-based comorbidity measures
- Receipt of other antidiabetic medication classes during the baseline and follow-up periods.
- Number and percentage of patients with a diagnosis of obesity during the baseline or follow-up periods
- Treatment patterns during the follow-up period
- HbA1c outcomes
- Renal impairment
- Hypoglycemia as defined by a claims-based algorithm
Statistical Methods:
All analyses including the assessment of patient demographics, patient characteristics, and health care utilization and costs will be descriptive in nature and entail the tabular display of mean values, medians, ranges, and standard deviations of continuous variables of interest and frequency distributions for categorical variables. Prior to matching, outcomes will be compared between patients receiving dapagliflozin versus sitagliptin using univariate tests. In Phase 2, propensity score matching will be undertaken to reduce bias in the comparison of patients receiving treatment with dapagliflozin versus sitagliptin. Following matching, demographics and baseline characteristics will be assessed using standardized differences to determine balance in the post-matched sample. Outcomes will be assessed using tests for paired data.
- Conditions
- Diabetes Mellitus Type 2
- Medical subject headings
- Diabetes Mellitus, Type 2
What participants receive
What participants receive. In a randomised study each person is assigned to one group by chance.
| Study group | Role | What they receive |
|---|---|---|
| Dapagliflozin | Patients taking dapagliflozin | |
| Sitagliptin | Patients take sitagliptin |
What is being measured
The primary outcome is the main question the study is designed to answer.
Inpatient Stays
Number of patients with at least one hospital stay, number of unique stays and average length of stay.
Measured: 6 months
Emergency Department Visits
Number of patients with at least one emergency department visit and number of emergency department visits.
Measured: 6 months
Ambulatory visits (physician office visits and outpatient visits)
Number of patients with at least one visit and number of visits.
Measured: 6 months
Other medical costs
Per-patient costs for medical services outside of inpatient hospitalization, emergency department visits, and ambulatory visits.
Measured: 6 months
Total medical costs
Per-patient costs for all medical claims
Measured: 6 months
Pharmacy Costs
Count of unique medications filled, count of medication fills, and per-patient costs for all pharmacy claims.
Measured: 6 months
Total costs
Per-patient costs for all medical and pharmacy claims.
Measured: 6 months
Secondary outcomes (7)
Adherence
Proportion of days covered (PDC)
Measured: 6 months
Discontinuation of index therapy
Discontinuation of index therapy will be defined as a gap in therapy of 60 days.
Measured: 6 months
Persistence with index therapy
Persistence with therapy will be measured as days to therapy discontinuation (as defined above) or end of follow-up (in patients who do not discontinue) and the total number of prescription fills for the index therapy prior to discontinuation.
Measured: 6 months
Follow-up within-class index medication switching
Patients with claims for other medications within the index class (use of other SGLT-2 agents for dapagliflozin patients and use of other DPP-4 agents for sitagliptin patients) during the follow-up period will be identified.
Measured: 6 months
Follow-up index medication switching
Patients with claims for the other index medication (use of DPP-4 agents for dapagliflozin patients and use of SGLT-2 agents for sitagliptin patients) during the follow-up period will be identified.
Measured: 6 months
Index dose
The dose of the index medication will be identified as 5mg or 10mg (dapagliflozin) or 25mg, 50mg, or 100mg (sitagliptin). Dose will be calculated by the drug strength x the quantity supplied/days supplied.
Measured: 6 months
Index medication dose increase
Patients with a dose increase from the index dose for the index medication will be identified and the date of the first dose increase will be captured.
Measured: 6 months
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted13 Mar 2017
- Study start31 Mar 2017
- Primary completion30 Apr 2017
- Study completion31 May 2017
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Other trials for Diabetes Mellitus Type 2Studies of the same condition, open and under way.
- More trials run by AstraZenecaThe sponsor's other registered studies.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Observational
- Observational model
- Cohort
- Time perspective
- Retrospective
- Enrolment
- 11,971 participants (actual)
Sponsor and investigators
- Lead sponsor
- AstraZeneca
- Sponsor type
- Industry (pharma, biotech, devices)
- Collaborators
- Optum, Inc.
- Responsible party
- Sponsor
- Investigators
- Eric Wittbrodt, PharmD, MPH, Study director, AstraZeneca
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT03078049
- Sponsor's protocol ID
- D1690R00034
- Status last verified
- Apr 2018
- First submitted
- 22 Feb 2017
- Last updated
- 27 Apr 2018
- Results posted
- No
- Data monitoring committee
- No
- FDA-regulated drug
- No
- FDA-regulated device
- No
- Individual data sharing
- Yes: 2 abstracts 1 manuscript
Study at a glance
From the registry record, last updated by the sponsor on 27 Apr 2018. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- Characteristics of Patients With Type 2 Diabetes Mellitus Receiving Treatment With Dapagliflozin Versus Sitagliptin: An Analysis of Commercial Claims and Linked Laboratory Data
- ClinicalTrials.gov ID
- NCT03078049
- Acronym / sponsor ID
- D1690R00034
- Conditions
- Diabetes Mellitus Type 2
- Study type
- Observational
- Recruitment status
- Completed
- Enrolment
- 11,971 participants (actual)
- Lead sponsor
- AstraZenecaIndustry (pharma, biotech, devices)
- Collaborators
- Optum, Inc.
- Study start
- 31 Mar 2017 (actual)
- Primary completion
- 30 Apr 2017 (actual)
- Study completion
- 31 May 2017 (actual)
- First posted
- 13 Mar 2017 (actual)
- Results
- Not posted in the source record
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
Rationale: In order to compare the real-world use of commonly prescribed second-line oral diabetes therapies, real-world data comparing patients receiving treatment with dapagliflozin vs sitagliptin are needed, and limited resource use and cost data exist for patients initiating dapagliflozin in the real-world setting.
Objectives:
Primary: The primary objective of this study is to compare real-world health care resource utilization and costs following treatment with dapagliflozin versus sitagliptin. Secondary: The secondary objectives of this study are to assess clinical outcomes and treatment patterns among patients receiving treatment with dapagliflozin versus sitagliptin. Study Design: Retrospective cohort study. Target Subject Population: Patients receiving treatment with either dapagliflozin or sitagliptin will be evaluated.
Study Variable(s):
Primary Variables: Health care resource utilization and costs Secondary Variables: Demographics measured at the index date, Quan-Charlson Comorbidity score, measured during the baseline period, Agency for Healthcare Research and Quality (AHRQ)-based comorbidity measures, receipt of other antidiabetic medication classes during the baseline and follow-up periods, number and percentage of patients with a diagnosis of obesity during the baseline or follow-up periods, treatment patterns during the follow-up period (i.e., index dose, duration of treatment, discontinuation, adherence, receipt of additional antidiabetic medication classes), HbA1c outcomes (among subgroup of patients with linked laboratory data, sample size permitting), renal impairment, hypoglycemia as defined by a claims-based algorithm.
Statistical Methods: Initial analyses will be descriptive in nature and entail the tabular display of mean values, medians, ranges, and standard deviations of continuous variables of interest (e.g., patient age) and frequency distributions for categorical variables (e.g., sex, geographic location). Outcomes will be compared between patients receiving dapagliflozin versus sitagliptin using univariate tests. Propensity score matching will be undertaken to reduce bias in the comparison of patients receiving treatment with dapagliflozin versus sitagliptin. Following matching, demographics and baseline characteristics will be assessed using standardized differences to determine balance in the post-matched sample. Outcomes will be assessed using tests for paired data (paired t-tests, signed rank tests, McNemar's tests).
Detailed description
Rationale: In order to compare the real-world use of commonly prescribed second-line oral diabetes therapies, real-world data comparing patients receiving treatment with dapagliflozin versus sitagliptin are needed, and limited resource use and cost data exist for patients initiating dapagliflozin in the real-world setting.
Objectives:
Primary:
The primary objective is to compare real-world health care resource utilization and costs following treatment with dapagliflozin versus sitagliptin.
Secondary:
The secondary objectives of this study are to assess the following real-world data among patients receiving treatment with dapagliflozin versus sitagliptin:
- Patient demographic and baseline clinical and treatment characteristics
- Treatment patterns, specifically dose at index date, duration of treatment, adherence, discontinuation, and receipt of additional antidiabetic agents
- Clinical outcomes after treatment augmentation, including hypoglycemic events, renal impairment, and HbA1c
Study Design: Retrospective cohort study of commercial medical and pharmacy claims along with enrollment information and linked laboratory results between July 1, 2013 and April 30, 2016.
Target Subject Population: Patients receiving treatment with either dapagliflozin or sitagliptin will be evaluated in this analysis. The date of the first observed claim for either dapagliflozin or sitagliptin will define the index date. This study will use an intent- to-treat population, and patients will remain in their defined study cohort for the duration of the follow-up period, regardless of treatment changes. The baseline period will be defined as the 6 months' pre-index date, and the follow-up period will be defined as the 12 months' post-index date (inclusive of the index date). Patients will be required to have continuous health plan enrollment during the baseline and follow-up periods. Patients having at least one claim with a diagnosis of type 1 diabetes mellitus in the baseline period or gestational diabetes or evidence of pregnancy in the baseline or follow-up periods will be excluded from the study population. Furthermore, patients will be excluded from the analysis if they received a selective sodium glucose co-transporter-2 (SGLT-2) or dipeptidyl peptidase 4 (DPP-4) inhibitor during the baseline period. Patients receiving treatment with dapagliflozin will be matched on demographic, clinical, and economic characteristics to patients receiving treatment with sitagliptin using the 1:1 propensity score matching technique.
Study Variable(s):
Primary Variables: Health care resource utilization and costs
Secondary Variables:
- Demographics measured at the index date
- Quan-Charlson Comorbidity score, measured during the baseline period
- Agency for Healthcare Research and Quality (AHRQ)-based comorbidity measures
- Receipt of other antidiabetic medication classes during the baseline and follow-up periods.
- Number and percentage of patients with a diagnosis of obesity during the baseline or follow-up periods
- Treatment patterns during the follow-up period
- HbA1c outcomes
- Renal impairment
- Hypoglycemia as defined by a claims-based algorithm
Statistical Methods:
All analyses including the assessment of patient demographics, patient characteristics, and health care utilization and costs will be descriptive in nature and entail the tabular display of mean values, medians, ranges, and standard deviations of continuous variables of interest and frequency distributions for categorical variables. Prior to matching, outcomes will be compared between patients receiving dapagliflozin versus sitagliptin using univariate tests. In Phase 2, propensity score matching will be undertaken to reduce bias in the comparison of patients receiving treatment with dapagliflozin versus sitagliptin. Following matching, demographics and baseline characteristics will be assessed using standardized differences to determine balance in the post-matched sample. Outcomes will be assessed using tests for paired data.
Study design
- Observational model
- Cohort
- Time perspective
- Retrospective
- Number of arms
- 2
| Arm | Type | Receives |
|---|---|---|
| Dapagliflozin | – | –Patients taking dapagliflozin |
| Sitagliptin | – | –Patients take sitagliptin |
Who may qualify
- Ages
- 18 years and older
- Sex
- All
- Healthy volunteers
- Not accepted
- Age groups
- Adult, Older adult
- Study population
- Both Male and Female 18+
Key inclusion criteria (3 listed)
- A prescription claim for either dapagliflozin or sitagliptin between on after January 1, 2014 (note: patients receiving dapagliflozin/metformin combination therapy (Xigduo), sitagliptin/metformin (Janumet/Janumet XR), or sitagliptin/simvastatin (Juvisync) will be included in the study population). The date of the first observed claim for either dapagliflozin or sitagliptin will define the index date.
- Continuous medical and pharmacy benefits for a 6-month baseline period.
- At least 1 diagnosis of T2DM in any position (ICD-9-CM and ICD-10-CM diagnosis codes are provided in accompanying Excel file) during the 6-month baseline period or during the 12- month follow-up period
Key exclusion criteria (3 listed)
- Receipt of either a SGLT-2 inhibitor or DPP-4 inhibitor during the 6-month baseline period.
- A diagnosis of type 1 diabetes mellitus (T1DM) in any position during the baseline period.
- A diagnosis of gestational diabetes mellitus (GDM) or pregnancy in any position during the 6-month baseline period or 12-month follow-up period.
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Primary outcome
Inpatient Stays
Time frame: 6 months
Number of patients with at least one hospital stay, number of unique stays and average length of stay.
Emergency Department Visits
Time frame: 6 months
Number of patients with at least one emergency department visit and number of emergency department visits.
Ambulatory visits (physician office visits and outpatient visits)
Time frame: 6 months
Number of patients with at least one visit and number of visits.
Other medical costs
Time frame: 6 months
Per-patient costs for medical services outside of inpatient hospitalization, emergency department visits, and ambulatory visits.
Total medical costs
Time frame: 6 months
Per-patient costs for all medical claims
Pharmacy Costs
Time frame: 6 months
Count of unique medications filled, count of medication fills, and per-patient costs for all pharmacy claims.
Total costs
Time frame: 6 months
Per-patient costs for all medical and pharmacy claims.
7 secondary outcomes
Adherence
Time frame: 6 months
Discontinuation of index therapy
Time frame: 6 months
Persistence with index therapy
Time frame: 6 months
Follow-up within-class index medication switching
Time frame: 6 months
Follow-up index medication switching
Time frame: 6 months
Index dose
Time frame: 6 months
Index medication dose increase
Time frame: 6 months
Results and safety
The study is completed, but results are not available in the source record. That does not mean the treatment did or did not work.
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 27 Apr 2018.
- ClinicalStudyReportSynopsis \_D1690R00034Link provided by the sponsor.
- Individual participant dataSharing planned: Yes. 2 abstracts 1 manuscript
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part. This study is not recruiting at the moment.
Eric Wittbrodt, PharmD, MPH study director
AstraZeneca
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
An observational study of Diabetes Mellitus Type 2, run by AstraZeneca at 1 site in United States.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 3 inclusion and 3 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: finished, as of the sponsor's last update on 27 Apr 2018. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in United States. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
The study is completed, but results are not available in the source record. That does not mean the treatment did or did not work.
How can a doctor refer a patient or contact the research team?
The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
Inpatient Stays (time frame: 6 months). The study lists 7 primary outcomes in all. It is what the study was designed to measure, not a finding.
Where can I read the original study information?
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 27 Apr 2018.