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Citation
Lachin, John (2025). Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE) (Version 1) [Dataset] NIDDK Central Repository.
Data Availability Statement
Data from Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE) [(Version 1) ] reported here are available for request at the NIDDK Central Repository (NIDDK-CR) website, Resources for Research (R4R), https://repository.niddk.nih.gov/.
Acknowledgement Statement
The GRADE study was supported by a grant from the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) of the National Institutes of Health under Award Number U01DK098246. The National Heart, Lung, and Blood Institute and the Centers for Disease Control and Prevention also provided funding support. The Department of Veterans Affairs provided resources and facilities. Additional support was provided by grant numbers P30 DK017047, P30 DK020541, P30 DK020572, P30 DK072476, P30 DK079626, P30 DK092926, U54 GM104940, UL1 TR000170, UL1 TR000439, UL1 TR000445, UL1 TR001102, UL1 TR001108, UL1 TR001409, 2UL1TR001425, UL1 TR001449, UL1 TR002243, UL1 TR002345, UL1 TR002378, UL1 TR002489, UL1 TR002529, UL1 TR002535, UL1 TR002537, UL1 TR002541 and UL1 TR002548. Educational materials were provided by the National Diabetes Education Program. Material support in the form of donated medications and supplies were provided by Becton, Dickinson and Company, Bristol-Myers Squibb, Merck & Co., Inc., Novo Nordisk, Roche Diagnostics, and Sanofi. The content of this manuscript is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. The GRADE Study Research Group is deeply grateful to the participants whose loyal dedication made GRADE possible. The CGM Substudy received material support from Asahi Kasei Pharma Corporation, Siemens Healthcare Diagnostics, Inc., and Abbott, Inc. The GRADE Emotional Distress Substudy was supported by a grant from the National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) of the National Institutes of Health under Award Number R01 DK104845. Additional support was provided by grant number P30 DK111022.
Data Package Version
Version 1 (Updated on: Mar 25, 2025)
Resource Availability
  • Data Available for Request
  • Specimens Available for Request
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General Description

The epidemic of type 2 diabetes (T2D) in the United States incurs significant human and economic costs, including severe long-term complications such as retinopathy, nephropathy, neuropathy, and cardiovascular disease (CVD). Although research has led to the creation of new classes of glucose-lowering medications, selecting the most effective way to achieve proper glycemic control among the variety of treatment options presents a considerable challenge for healthcare providers. The Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE) was a practical, unmasked clinical trial that evaluated the effectiveness of commonly prescribed diabetes medications—when used alongside metformin—on lowering glycemia and enhancing patient-centered outcomes.

Individuals with duration of T2D of less than 10 years and an age of at least 30 years at time of diagnosis were eligible for the study. Participants completed a run-in phase to adjust metformin to a dose of at least 1,000 mg/day and a target dose of 2,000 mg/day. Following the run-in period, participants with baseline hemoglobin A1c values of 6.8-8.5% (51-69 mmol/mol) were randomized to treatment with metformin and one of four medications: sulfonylureas, dipeptidyl peptidase 4 inhibitors, glucagon-like receptor agonists, and insulin. All participants continued follow-up for a period of 4-7 years (depending on the time of entry), including those who reached the primary outcome.

Continuous Glucose Monitoring (CGM) data are not included in the package, but are available upon request.

Objectives

The primary objective of the study was comparison of the relative effectiveness of four commonly used glucose-lowering medications with different mechanisms of action, when added to metformin, in maintaining metabolic control, defined as time-to-primary failure with an HbA1c ≥ 7.0%, confirmed, while on maximally tolerated doses of both metformin, up to 2,000 mg per day, and the assigned medication.

The secondary objectives assessed time to secondary and tertiary metabolic failure, treatment durability of the glycemia-lowering effects and other metabolic outcomes, adverse effects, cumulative incidence of diabetic complications, effects on CVD risk factors and quality-of-life, beta-cell function over time, tolerability, and cost-effectiveness.

Outcome Measure

The primary outcome measure was the time to primary metabolic failure of the randomly assigned treatment, defined as the time to an initial HbA1c ≥ 7%, subsequently confirmed at the next quarterly visit. Secondary outcome measures included mean HbA1c and fasting glucose levels, frequency of hypoglycemia, cardiovascular events, estimated glomerular filtration rate (eGFR), albuminuria, adverse events, and mortality.

Eligibility Criteria

Inclusion Criteria

  • Participants diagnosed with diabetes at age ≥ 30 years ( ≥ 20 for American Indians)
  • Duration of diagnosed diabetes < 10 years
  • HbA1c criteria (at final run-in visit, ~2 weeks prior to randomization): 6.8-8.5%
  • Taking a daily dose of ≥ 1,000 mg metformin for a minimum of 8 weeks at final run-in
  • Willingness to administer daily subcutaneous injections, take a second diabetes drug after randomization, potentially initiate insulin and intensify insulin therapy if study metabolic goals are not met, perform self-monitoring of blood glucose
  • Fluent in either English or Spanish
  • A negative pregnancy test for all females of childbearing potential (i.e., pre-menopausal, and not surgically sterile)
  • Provision of signed and dated informed consent prior to any study procedures

Exclusion Criteria

  • Suspected type 1 diabetes (lean with polyuria, polydipsia, and weight loss with little response to metformin) or “secondary” diabetes due to specific causes (e.g., previously diagnosed monogenic syndromes, pancreatic surgery, pancreatitis)
  • Current or previous (within past 6 months) treatment with any diabetes drug/glucose-lowering medication other than metformin (limited use of no longer than seven days was allowed, for example during hospitalization)
  • More than 10 years of treatment with metformin at time of randomization screening
  • History of intolerance or allergy or other contraindications to any of the proposed study medications
  • Participation in another interventional clinical trial, previous randomization in the GRADE study, or resides in the same household with another GRADE study participant
  • Current need for any specific glucose-lowering medications solely for other conditions, for example for polycystic ovary syndrome
  • Symptomatic hyperglycemia requiring immediate therapy during screening or run-in, in the judgment of the physician
  • A life-threatening event within 30 days prior to screening or currently planned major surgery
  • Any major cardiovascular event in previous year, including history of myocardial infarction, stroke, or vascular procedure such as coronary artery or peripheral bypass grafting, stent placements (peripheral or coronary), or angioplasty
  • Plans for pregnancy during the study for women of child-bearing potential
  • History of or planning bariatric surgery, including banding procedures or surgical gastric and/or intestinal bypass (if banding removed, may be considered eligible after 1 year)
  • History of congestive heart failure (NYHA 3 or greater); pancreatitis; severe liver disease or acute hepatitis or ALT > 3 times upper limit of normal; hemolytic anemia, chronic transfusion requirement, or other condition rendering HbA1c results unreliable as indicator of chronic glucose levels; or cancer, other than non-melanoma skin cancer, that required therapy in the 5 years prior to randomization
  • Personal or family history of MEN-2 or family history of medullary thyroid cancer
  • Estimated GFR (eGFR) < 30 ml/min/1.73 m2 or end stage renal disease requiring renal replacement therapy
  • Current alcoholism or excessive alcohol intake
  • Previous organ transplant
  • Treatment with atypical antipsychotics, or with oral or systemic glucocorticoids (other than short-term treatment, for example for poison ivy) or disease likely to require periodic or regular glucocorticoid therapy (inhaled steroids were allowed)
  • Clinically or medically unstable with expected survival < 1 year
  • No non-study PCP or inability to identify such a PCP (who will provide non-study care) by the time of final run-in, or unwillingness to permit sites to contact PCP
  • In the opinion of the principal investigator (PI), any other factor, including language barrier, likely to limit compliance with the protocol
Outcome

The GRADE study enrolled and followed 5,047 participants with type 2 diabetes < 10 years duration (19.8% Black, 18.6% Hispanic) taking metformin for a mean of 5.0 years at 36 participating clinical centers in the United States. Participants were randomized to one of four glucose lowering medications, insulin glargine U-100, the sulfonylurea glimepiride, the glucagon-like peptide-1 receptor agonist liraglutide, or the dipeptidyl peptidase 4 inhibitor sitagliptin. All participants were followed with quarterly visits and assessed for the primary and secondary metabolic outcomes, HbA1c ≥ 7.0%, HbA1c > 7.5, respectively, based on centrally measured glycated hemoglobin and confirmed at the next visit. The primary outcome was significantly different (p < 0.001) among the treatment groups over the mean 5 years of follow-up. The rates for the glargine and liraglutide groups were similar and lower compared to the other groups, glimepiride and sitagliptin. The analysis of the secondary metabolic showed similar results. The reports of side effects varied among treatment groups. Risk of severe hypoglycemia was rare with rates ranging from 0.7% for participants assigned to sitagliptin to 2.2% for glimepiride participants. For glycemia outcomes, participants in all treatment groups had an initially decreased HbA1c followed by a gradual increase towards metabolic failure, with glargine and liraglutide being slightly more effective at prolonging the period before metabolic failure over the study follow-up.

The GRADE study also examined the risk of microvascular and cardiovascular disease outcomes and found there were no differences among treatment groups for microvascular outcomes (hypertension, dyslipidemia, albuminuria, renal impairment, or diabetes peripheral neuropathy). There were no treatment group differences for major adverse cardiovascular events (MACE), hospitalization for heart failure, death from cardiovascular causes, or all-cause mortality. There were small differences in the hazard ratios (HR) for any cardiovascular disease when either glargine, glimepiride, or sitagliptin was compared to the other groups combined, whereas the HR was significantly lower in the liraglutide group, 0.7 (95% CI, 0.6-0.9) compared to the other groups combined.

Research Area

Diabetes

Study Type

Interventional

Study Sites

36

Study Start Date

2013-05

Study End Date

2021-04

Condition

Type 2 Diabetes Mellitus

Medication or Intervention Agent

Dipeptidyl Peptidase-4 Inhibitor, Insulin Glargine, GLP-1 Receptor Agonist, Sulfonylurea Antidiabetic Agent

Procedure

None

Keywords

Comparative effectiveness, Clinical trial, Microvascular and macrovascular risk, Maintain HbA1c, Glycemia-lowering medications, Glycemic outcomes

NIDDK Division

Division of Diabetes, Endocrinology, and Metabolic Diseases

4,905
Participants

Target Population
Adults

Public Documents Table
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Description
Document Type
File Format
Compliance
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Permitted Use(s) of the Resources
  • Use is allowed for health, medical, or biomedical research purposes
Non-Public Documents (8)
Non-Public Documents Table
Document Name
Description
Document Type
File Format
Datasets (39)
Datasets Table
Dataset Name
Description
# of Records
# of Variables
File Format(s)
Annual Visit Form Dataset
The ANNUAL is the primary visit form completed by study staff at annual visits which includes physical assessments (e.g. weight, BP, neuropathy), medical history, and medication dosing information.22476csv (8.21 MB); sas7bdat (12.75 MB)
Non-Initiation of Insulin Form for Participants Meeting HbA1c Metabolic Outcomes (Secondary and Tertiary) Dataset
The NONINIT form is completed by study staff 6 weeks after a participant did not start insulin when a metabolic outcome that requires initiation of insulin has been met. It documents the reason why the participant did not start insulin per-protocol.2301csv (353.41 KB); sas7bdat (768 KB)
Mortality Adjudication Form Dataset
The MORT form is completed by study staff as needed and documents adjudicated deaths.151csv (6.85 KB); sas7bdat (192 KB)
Health Survey Questionnaire Dataset
The SF36 is completed by participants at annual visits. It is a 36-item health survey yielding a profile of two health component summary measures and eight health domain scales.27033csv (2.66 MB); sas7bdat (4.31 MB)
Cardiovascular Event (MACE and Non-MACE) Adjudication Form Dataset
The CVD form is completed by study staff as needed and documents adjudicated cardiovascular events.605csv (43.27 KB); sas7bdat (192 KB)
NIDDK Specimen Reference Data
The SPECIMENS dataset provides reference data for GRADE samples in the NIDDK repository.314931csv (20.26 MB); sas7bdat (26.56 MB)
ER Visits and Hospitalizations Log Dataset
The ER visits and hospitalizations log was completed by study staff at quarterly visits to document ER visits and hospitalizations that occurred since the previous visit. This log was documented on the ANNUAL and QUART paper forms, but remains a separate dataset.8274csv (282.85 KB); sas7bdat (384 KB)
Pancreatitis Adjudication Form Dataset
The PANCREAT form is completed by study staff as needed and documents adjudicated pancreatitis events.48csv (4.18 KB); sas7bdat (192 KB)
Lactic Acidosis Adjudication Form
The CANCER form is completed by study staff as needed and documents adjudicated lactic acidosis events.27csv (1.28 KB); sas7bdat (192 KB)
Screening Visit Form Dataset
The SCREEN form is completed by study staff. It documents demographics and assesses eligibility for study run-in.4905csv (988.18 KB); sas7bdat (1.63 MB)
Baseline Participant Information Questionnaire Dataset
The BASEINFO form is completed by the participant at the Baseline Randomization Visit to collect information on the participant’s education, employment, and living arrangements.4904csv (209.09 KB); sas7bdat (384 KB)
Insulin Initiation Dataset
Insulin initiation data was collected by study staff as needed to document the dates of initiation for glargine or novolog after a study metabolic outcome was met (see Section 1.3 for details on GRADE metabolic outcomes)1508csv (35.99 KB); sas7bdat (128 KB)
Central Biochemistry Lab Data
The CBL dataset includes the results of lab tests. Additional details about the tests can be found in the GRADE Datasets file.613752csv (35.37 MB); sas7bdat (37.69 MB)
Non-Initiation of Insulin Quarterly Follow-up Form for Participants Meeting HbA1c Metabolic Outcomes (Secondary and Tertiary) Dataset
The UPNONIN form is completed by study staff at quarterly or annual visits to document the reasons for insulin non-initiation for participants who have not yet started insulin per protocol.5060csv (1.51 MB); sas7bdat (2.63 MB)
Cancer Adjudication Form Dataset
The CANCER form is completed by study staff as needed and documents adjudicated cancer events.292csv (14.06 KB); sas7bdat (192 KB)
Baseline Randomization Visit Dataset
The BASELINE form is completed by study staff at the Baseline Randomization Visit to document the participant’s clinical status prior to exposure to the assigned study drug. It captures the treatment assignment and dispensation of the study medications, as well as baseline clinical data, including physical measurements, drinking and smoking status, routine medical care use, concomitant medications, symptoms and events.4905csv (1.15 MB); sas7bdat (1.94 MB)
Severe Hypoglycemia Adjudication Form Dataset
The SEVHYPO dataset corresponds to the Severe Hypoglycemia Adjudication Form. This form was completed by the members of the adjudication committee based on the source materials provided by the site.82csv (3.41 KB); sas7bdat (192 KB)
Electrocardiogram Data
The ECGDATA dataset contains ECG results. ECGs were collected by staff at baseline and at years 2, 4, and 6.14298csv (19.99 MB); sas7bdat (17.23 MB)
Michigan Neuropathy Screening Instrument Data
The MNSI form was completed annually by participants to assess neuropathy.26098csv (1.52 MB); sas7bdat (2.06 MB)
Study Remote Contact Log Dataset
The CONTACT form was completed by study staff once per year to document the remote contacts with participants over the course of a week.4293csv (315.73 KB); sas7bdat (512 KB)
Concomitant Medications Form Dataset
The CONMED form is completed by study staff at baseline and quarterly visits and documents any drugs, other than study medications, that the participant takes during the study.97134csv (23.44 MB); sas7bdat (37.25 MB)
Annual Diabetes Treatment Satisfaction Questionnaire Dataset
The ANNDTSQC is completed by the participant at visit 12 and assesses changes in participant satisfaction with diabetes treatment and experience between the baseline and year 1 annual visit.4656csv (218.67 KB); sas7bdat (384 KB)
Final Run-In Visit Form Dataset
The FINALRUN form is completed by study staff at the final run in visit to assess participant eligibility and metformin adherence.4905csv (847.54 KB); sas7bdat (1.31 MB)
Quarterly Visit Form Dataset
The QUART is the primary visit form completed by study staff at quarterly visits which contains physical assessments (e.g. weight, BP), medical history and medication dosing information.69760csv (17.57 MB); sas7bdat (26.31 MB)
EQ-5D-5L and Visual Analog Scale Dataset
The EQ5D form is completed by the participant once during the study and documents the current state of their health.4926csv (212.09 KB); sas7bdat (384 KB)
Audio Recording Dataset
The AUDIODATA dataset includes data derived from audio recordings of GRADE study visits.5608csv (829.15 KB); sas7bdat (1.75 MB)
Microbiome 6 Month Collection Form Dataset
This form was completed by study staff prior to the 06 month visit to document conditions relevant to the 06 month stool collection.562csv (23.71 KB); sas7bdat (192 KB)
Diabetes Treatment Satisfaction Questionnaire Dataset
The DTSQS is completed by the participant at baseline and semi-annually through year 1 for all GRADE participants and assesses participant satisfaction with diabetes treatment in the weeks prior to the visit. Participants in EDS (see Section 2.6.1) completed this questionnaire semi-annually through year 3.21482csv (986.17 KB); sas7bdat (1.31 MB)
Quality of Well-Being (QWB) Scale Self Administered Data
The QWB is completed by the participant at annual visits. The questionnaires were sent to the QWB Reading Center at the UCSD Health Services Research Center, where quality assurance and scoring was completed. The total score is provided in the QWBDATA dataset.27010csv (1 MB); sas7bdat (1.13 MB)
Direct Nonmedical Cost Evaluation Form Dataset
The COSTS form was completed by staff once during the study to assess direct nonmedical costs associated with physical activity status, GRADE study visits, and other medical care.4918csv (376.28 KB); sas7bdat (576 KB)
Microbiome Dietary Screener Questionnaire Dataset
This form was completed by the participant before their baseline and 06 stool sample collection to collect information about foods and drinks consumed during the prior month.1122csv (109.07 KB); sas7bdat (320 KB)
Emotional Distress Sub-study Questionnaires Battery Dataset
The EDSQ form is completed by the participant at baseline and semi-annually through year 3 and assesses diabetes self-care, distress, and medication management.10909csv (1.61 MB); sas7bdat (2.63 MB)
Interim Visit Form Dataset
The INTERIM form was completed by study staff to document in-person attendance of a participant outside of regularly scheduled GRADE study visits, and includes information about the reason for the visit.1389csv (74.67 KB); sas7bdat (256 KB)
Microbiome Collection Dietary Behavior Questionnaire Dataset
This form was completed by the participant before their baseline and 06 stool sample collection to collect information about diet and behaviors.1123csv (163.6 KB); sas7bdat (448 KB)
Neurocognitive Assessments Questionnaire Dataset
The NEURO assessment is administered by study staff to participants at baseline and years 4 and 6 to assess cognitive function.9618csv (971.33 KB); sas7bdat (1.25 MB)
Study Drug Discontinuation Form Dataset
The DRUGDC form is completed by study staff as needed and documents study drug discontinuations greater than 28 days.3353csv (275.34 KB); sas7bdat (512 KB)
Participants Symptoms Questionnaire Dataset
The SYMPTOM form is completed by participants at all follow up visits (quarterly and annual) and evaluates participants’ symptoms and to collect information about adverse events.95567csv (6.62 MB); sas7bdat (9.13 MB)
Specimens (290,000)
Specimens Table
Specimen
Count
DNA4694
Plasma134615
Serum59474
Stool1837
Urine89380