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1.
Stat Theory Relat Fields ; 8(1): 1-14, 2024.
Article in English | MEDLINE | ID: mdl-38800501

ABSTRACT

Missing data is unavoidable in longitudinal clinical trials, and outcomes are not always normally distributed. In the presence of outliers or heavy-tailed distributions, the conventional multiple imputation with the mixed model with repeated measures analysis of the average treatment effect (ATE) based on the multivariate normal assumption may produce bias and power loss. Control-based imputation (CBI) is an approach for evaluating the treatment effect under the assumption that participants in both the test and control groups with missing outcome data have a similar outcome profile as those with an identical history in the control group. We develop a robust framework to handle non-normal outcomes under CBI without imposing any parametric modeling assumptions. Under the proposed framework, sequential weighted robust regressions are applied to protect the constructed imputation model against non-normality in the covariates and the response variables. Accompanied by the subsequent mean imputation and robust model analysis, the resulting ATE estimator has good theoretical properties in terms of consistency and asymptotic normality. Moreover, our proposed method guarantees the analysis model robust-ness of the ATE estimation in the sense that its asymptotic results remain intact even when the analysis model is misspecified. The superiority of the proposed robust method is demonstrated by comprehensive simulation studies and an AIDS clinical trial data application.

2.
Stat Biopharm Res ; 14(2): 153-161, 2022.
Article in English | MEDLINE | ID: mdl-35601027

ABSTRACT

Missing data are commonly encountered in clinical trials due to dropout or nonadherence to study procedures. In trials in which recurrent events are of interest, the observed count can be an undercount of the events if a patient drops out before the end of the study. In many applications, the data are not necessarily missing at random and it is often not possible to test the missing at random assumption. Consequently, it is critical to conduct sensitivity analysis. We develop a control-based multiple imputation method for recurrent events data, where patients who drop out of the study are assumed to have a similar response profile to those in the control group after dropping out. Specifically, we consider the copy reference approach and the jump to reference approach. We model the recurrent event data using a semiparametric proportional intensity frailty model with the baseline hazard function completely unspecified. We develop nonparametric maximum likelihood estimation and inference procedures. We then impute the missing data based on the large sample distribution of the resulting estimators. The variance estimation is corrected by a bootstrap procedure. Simulation studies demonstrate the proposed method performs well in practical settings. We provide applications to two clinical trials.

3.
Pediatr Diabetes ; 23(2): 173-182, 2022 03.
Article in English | MEDLINE | ID: mdl-34779087

ABSTRACT

OBJECTIVE: To assess the efficacy and safety of DPP-4 inhibition with sitagliptin in youth with type 2 diabetes (T2D). STUDY DESIGN: This was a 54-week, double-blind, randomized, controlled clinical trial evaluating the safety and efficacy of DPP-4 inhibition with sitagliptin 100 mg once daily as initial oral therapy in youth with T2D. The 190 participants, aged 10-17 years, had HbA1c 6.5%-10% (7.0%-10% if on insulin). All were negative for pancreatic autoantibodies and overweight/obese at screening or diagnosis. The trial was placebo controlled for the first 20 weeks, after which metformin replaced placebo. The primary efficacy endpoint was change from baseline in HbA1c at Week 20. RESULTS: Treatment groups were well balanced at baseline (mean ± SD HbA1c = 7.5% ± 1.0, BMI percentile = 97.1% ± 6.8, age = 14.0 years ± 2.0 [57.4% <15], 60.5% female). At Week 20, least squares mean changes from baseline in HbA1c were -0.01% (sitagliptin) and 0.18% (placebo); between-group difference (95% CI) = -0.19% (-0.68, 0.30), p = 0.448. At Week 54, the changes in HbA1c were 0.45% (sitagliptin) and -0.11 (placebo/metformin). There were no notable between-group differences in the adverse event profiles through Week 54. CONCLUSIONS: DPP-4 inhibition with sitagliptin did not provide significant improvement in glycemic control. In this study, sitagliptin was generally well tolerated with a safety profile similar to that reported in adults. (ClinicalTrials.gov: NCT01485614; EudraCT: 2011-002528-42).


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Patient Safety/standards , Sitagliptin Phosphate/pharmacology , Administration, Oral , Adolescent , Blood Glucose/analysis , Child , Diabetes Mellitus, Type 2/physiopathology , Double-Blind Method , Drug Therapy, Combination/methods , Drug Therapy, Combination/statistics & numerical data , Female , Glycated Hemoglobin/analysis , Humans , Hypoglycemic Agents/pharmacology , Hypoglycemic Agents/therapeutic use , Male , Metformin/pharmacology , Metformin/therapeutic use , Patient Safety/statistics & numerical data , Sitagliptin Phosphate/therapeutic use , Treatment Outcome
4.
Pediatr Diabetes ; 23(2): 183-193, 2022 03.
Article in English | MEDLINE | ID: mdl-34779103

ABSTRACT

OBJECTIVE: To assess the efficacy and safety of sitagliptin in youth with type 2 diabetes (T2D) inadequately controlled with metformin ± insulin. STUDY DESIGN: Data were pooled from two 54-week, double-blind, randomized, placebo-controlled studies of sitagliptin 100 mg daily or placebo added onto treatment of 10- to 17-year-old youth with T2D and inadequate glycemic control on metformin ± insulin. Participants (N = 220 randomized and treated) had HbA1c 6.5%-10% (7.0%-10% if on insulin), were overweight/obese at screening or diagnosis and negative for pancreatic autoantibodies. The primary endpoint was change from baseline in HbA1c at Week 20. RESULTS: Treatment groups were well balanced at baseline (mean HbA1c = 8.0%, BMI = 30.9 kg/m2 , age = 14.4 years [44.5% <15], 65.9% female). The dose of background metformin was >1500 mg/day for 71.8% of participants; 15.0% of participants were on insulin therapy. At Week 20, LS mean changes from baseline (95% CI) in HbA1c for sitagliptin/metformin and placebo/metformin were -0.58% (-0.94, -0.22) and -0.09% (-0.43, 0.26), respectively; difference = -0.49% (-0.90, -0.09), p = 0.018; at Week 54 the LS mean (95% CI) changes were 0.35% (-0.48, 1.19) and 0.73% (-0.08, 1.54), respectively. No meaningful differences between the adverse event profiles of the treatment groups emerged through Week 54. CONCLUSIONS: These results do not suggest that addition of sitagliptin to metformin provides durable improvement in glycemic control in youth with T2D. In this study, sitagliptin was generally well tolerated with a safety profile similar to that reported in adults. (ClinicalTrials.gov: NCT01472367, NCT01760447; EudraCT: 2011-002529-23/2014-003583-20, 2012-004035-23).


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Patient Safety/standards , Sitagliptin Phosphate/pharmacology , Administration, Oral , Adolescent , Blood Glucose/analysis , Child , Diabetes Mellitus, Type 2/physiopathology , Double-Blind Method , Drug Therapy, Combination/methods , Drug Therapy, Combination/statistics & numerical data , Female , Glycated Hemoglobin/analysis , Humans , Hypoglycemic Agents/pharmacology , Hypoglycemic Agents/therapeutic use , Male , Metformin/pharmacology , Metformin/therapeutic use , Patient Safety/statistics & numerical data , Sitagliptin Phosphate/therapeutic use , Treatment Outcome
5.
Curr Med Res Opin ; 35(8): 1335-1343, 2019 08.
Article in English | MEDLINE | ID: mdl-30760125

ABSTRACT

Objective: To assess the safety and efficacy of ertugliflozin over 104 weeks in patients with type 2 diabetes mellitus (T2DM) inadequately controlled on metformin. Methods: In this double-blind, multicenter, randomized, phase III study (VERTIS SU; NCT01999218), adults with T2DM and glycated hemoglobin (HbA1c) 7.0-9.0% on metformin ≥1500 mg/day received ertugliflozin 5 mg or 15 mg, or glimepiride. The primary efficacy time point was Week 52; double-blinded treatment continued until Week 104. Results: Baseline characteristics of randomized, treated patients (n = 1315) were similar across groups (mean age 58.2 years, HbA1c 7.8%); 76.4% completed the study; 61.6% completed on study medication. Mean glimepiride dose at 104 weeks was 3.5 mg/day. At Week 104, least squares mean change from baseline in HbA1c (95% confidence intervals) were -0.3% (-0.4, -0.2), -0.4% (-0.5, -0.3) and -0.4% (-0.5, -0.3) for ertugliflozin 5 mg, 15 mg, and glimepiride, respectively. Ertugliflozin provided sustained reductions in body weight and systolic blood pressure (SBP) over 104 weeks. The incidence of adverse events (AEs) and serious AEs was similar across groups. The incidence of symptomatic hypoglycemia was 3.8%, 6.4% and 22.1% in the ertugliflozin 5 mg, 15 mg, and glimepiride groups, respectively. Genital mycotic infections were reported in 5.3%, 2.6% and 0% of men, respectively, and 9.2%, 12.3% and 1.4% of women, respectively. The incidence of urinary tract infection and hypovolemia AEs was similar across groups. Conclusions: Ertugliflozin was well tolerated and provided clinically meaningful glycemic control and durable reductions in body weight and SBP over 104 weeks.


Subject(s)
Bridged Bicyclo Compounds, Heterocyclic , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents , Sulfonylurea Compounds , Blood Pressure , Body Weight , Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Bridged Bicyclo Compounds, Heterocyclic/adverse effects , Bridged Bicyclo Compounds, Heterocyclic/therapeutic use , Female , Humans , Hypoglycemic Agents/administration & dosage , Hypoglycemic Agents/adverse effects , Hypoglycemic Agents/therapeutic use , Male , Metformin/adverse effects , Metformin/therapeutic use , Middle Aged , Sulfonylurea Compounds/administration & dosage , Sulfonylurea Compounds/adverse effects , Sulfonylurea Compounds/therapeutic use
6.
Ther Innov Regul Sci ; 53(3): 301-306, 2019 05.
Article in English | MEDLINE | ID: mdl-29911403

ABSTRACT

With the growth in co-development deals between pharmaceutical companies and the increased use of contract research organizations (CROs) in drug development, more and more employees are encountering projects that require working across different companies. Navigating the mix of corporate cultures as well as variations in standards and procedures can lead to unanticipated challenges and delays. The development of ertugliflozin, a recently approved medicine for type 2 diabetes mellitus, involved both co-development and CRO engagement across 4 companies. Challenges to combining processes and systems across the 4 companies were encountered and resolved. Early decisions for adoption of standards and processes as well as the organization of committees and communication pathways were key to the success of this ambitious program. Here we share our experiences and lessons learned with respect to the analysis and reporting of clinical trial results.


Subject(s)
Bridged Bicyclo Compounds, Heterocyclic/therapeutic use , Clinical Trials, Phase III as Topic/standards , Diabetes Mellitus, Type 2/drug therapy , Clinical Trials Data Monitoring Committees , Drug Industry , Humans , Outsourced Services
7.
Diabetes Obes Metab ; 21(4): 781-790, 2019 04.
Article in English | MEDLINE | ID: mdl-30393950

ABSTRACT

AIMS: To compare the effects of continuing versus discontinuing sitagliptin when initiating and intensively titrating insulin glargine. MATERIALS AND METHODS: Eligible patients had inadequately controlled type 2 diabetes on metformin (≥1500 mg/d) in combination with a dipeptidyl peptidase-4 (DPP-4) inhibitor and/or a sulphonylurea. Those on metformin + sitagliptin were directly randomized; all others were switched to metformin + sitagliptin (discontinuing other DPP-4 inhibitors and sulphonylureas) and stabilized during a run-in period. At randomization, patients were allocated to continuing sitagliptin or discontinuing sitagliptin, with both groups initiating insulin glargine and titrating to a target fasting glucose of 4.0 to 5.6 mmol/L. RESULTS: A total of 743 participants (mean glycated haemoglobin [HbA1c] 72.6 mmol/mol [8.8%], disease duration 10.8 years), were treated. After 30 weeks, the mean HbA1c and least squares (LS) mean change from baseline in HbA1c were 51.4 mmol/mol (6.85%) and -20.5 mmol/mol (-1.88%) in the sitagliptin group and 56.4 mmol/mol (7.31%) and -15.5 mmol/mol (-1.42%) in the placebo group; the difference in LS mean changes from baseline HbA1c was -5.0 mmol/mol (-0.46%; P < 0.001). The percentage of participants with HbA1c <53 mmol/mol (<7.0%) was higher (54% vs. 35%) and the mean daily insulin dose was lower (53 vs. 61 units) in the sitagliptin group. Despite lower HbA1c, event rates and incidences of hypoglycaemia were not higher in the sitagliptin group. Adverse events overall and changes from baseline in body weight were similar between the two treatment groups. CONCLUSION: When initiating insulin glargine therapy, continuation of sitagliptin, compared with discontinuation, resulted in a clinically meaningful greater reduction in HbA1c without an increase in hypoglycaemia. ClinicalTrials.gov Identifier: NCT02738879.


Subject(s)
Deprescriptions , Diabetes Mellitus, Type 2/drug therapy , Dipeptidyl-Peptidase IV Inhibitors/therapeutic use , Hypoglycemic Agents/therapeutic use , Insulin Glargine/therapeutic use , Metformin/therapeutic use , Sitagliptin Phosphate/therapeutic use , Aged , Diabetes Mellitus, Type 2/metabolism , Double-Blind Method , Drug Therapy, Combination , Female , Glycated Hemoglobin/metabolism , Humans , Hypoglycemia/chemically induced , Least-Squares Analysis , Male , Middle Aged , Treatment Outcome
8.
Am Heart J ; 206: 11-23, 2018 12.
Article in English | MEDLINE | ID: mdl-30290289

ABSTRACT

BACKGROUND: Ertugliflozin is an inhibitor of sodium-glucose co-transporter-2 (SGLT2), approved in the United States and European Union to improve glycemic control in adults with type 2 diabetes mellitus (T2DM). The VERTIS cardiovascular (CV) outcomes trial (NCT01986881) has a primary objective to demonstrate non-inferiority of ertugliflozin versus placebo on major adverse CV events: time to the first event of CV death, nonfatal myocardial infarction, or nonfatal stroke. Secondary objectives are to demonstrate superiority of ertugliflozin versus placebo on time to: 1) the composite outcome of CV death or hospitalization for heart failure (HF); 2) CV death; and 3) the composite outcome of renal death, dialysis/transplant, or doubling of serum creatinine from baseline. METHODS: Patients ≥40 years old with T2DM (HbA1c 7.0-10.5%) and established atherosclerotic cardiovascular disease (ASCVD) of the coronary, cerebral, and/or peripheral arterial systems, were randomized 1:1:1 to once daily double-blind placebo, ertugliflozin 5 mg or 15 mg added to existing therapy. RESULTS: 8246 patients were randomized and 8238 received at least 1 dose of investigational product. Mean age was 64.4 years, 11.0% were ≥75 years old, and mean diabetes duration was 12.9 years with screening HbA1c of 8.3%. At entry, coronary artery disease, cerebrovascular disease, and peripheral arterial disease were present in 76.3%, 23.1%, and 18.8% of patients, respectively. HF was present in 23.1%, and Stage 3 kidney disease in 21.6% of patients. CONCLUSION: The results from the VERTIS-CV trial will define the CV and renal safety and efficacy of ertugliflozin in patients with T2DM and ASCVD.


Subject(s)
Blood Glucose/metabolism , Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Cardiovascular Diseases/epidemiology , Diabetes Mellitus, Type 2/drug therapy , Adult , Aged , Cardiovascular Diseases/etiology , Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Dose-Response Relationship, Drug , Double-Blind Method , Europe/epidemiology , Female , Follow-Up Studies , Glycated Hemoglobin/metabolism , Humans , Incidence , Male , Middle Aged , Prospective Studies , Sodium-Glucose Transporter 2 Inhibitors/administration & dosage , Survival Rate/trends , Treatment Outcome , United States/epidemiology
9.
Diabetes Obes Metab ; 20(9): 2220-2228, 2018 09.
Article in English | MEDLINE | ID: mdl-29766635

ABSTRACT

AIM: To compare the efficacy and safety of MK-1293 insulin glargine (Mk-Gla; 100 U/mL) with originator insulin glargine, Lantus (Sa-Gla), in people with type 1 diabetes mellitus (T1DM). MATERIALS AND METHODS: This phase 3, randomized, active-controlled, open-label, 52-week study (ClinicalTrials.gov NCT02059161) enrolled 508 people with T1DM (HbA1c ≤11.0%; 97 mmol/mol) taking basal and prandial insulin. Participants were randomized 1:1 to once-daily Mk-Gla (n = 245) or Sa-Gla (n = 263). Dose titration of basal insulin was by a pre-breakfast plasma glucose dosing algorithm. The primary efficacy objective was assessment of the non-inferiority of HbA1c change from baseline (margin of 0.40% [4.4 mmol/mol]) for Mk-Gla compared with Sa-Gla over 24 weeks. The primary safety objective was assessment of anti-insulin antibody development over 24 weeks. RESULTS: The least squares (LS) mean HbA1c change from baseline at week 24 was -0.62 (95% CI -0.79, -0.45)% (-6.8 [-8.7, -4.9] mmol/mol) and -0.66 (-0.82, -0.50)% (-7.2 [-9.0, -5.4] mmol/mol) for Mk-Gla and Sa-Gla. The LS mean HbA1c difference was 0.04 (-0.11, 0.19)% (0.4 [-1.2, 2.0] mmol/mol) for Mk-Gla minus Sa-Gla, meeting the primary and secondary objective criteria for non-inferiority and equivalence. Week 24 mean insulin glargine dose for Mk-Gla and Sa-Gla was 0.46 and 0.48 U/kg, respectively. Similarity of HbA1c response and basal insulin dose trajectory persisted over the 52 weeks. Safety and tolerability, including anti-insulin antibody responses, hypoglycaemia, adverse events and body weight, were similar between insulins over the 52-week study duration. CONCLUSIONS: Mk-Gla and Sa-Gla exhibited similar efficacy and safety over 52 weeks in people with T1DM. ClinicalTrials.gov: NCT02059161.


Subject(s)
Diabetes Mellitus, Type 1/drug therapy , Hypoglycemic Agents/administration & dosage , Insulin Glargine/administration & dosage , Adult , Algorithms , Blood Glucose/analysis , Diabetes Mellitus, Type 1/blood , Female , Glycated Hemoglobin/drug effects , Humans , Hypoglycemia/chemically induced , Hypoglycemic Agents/immunology , Insulin Antibodies/blood , Insulin Antibodies/drug effects , Insulin Glargine/immunology , Least-Squares Analysis , Male , Middle Aged , Treatment Outcome
10.
Diabetes Obes Metab ; 20(9): 2229-2237, 2018 09.
Article in English | MEDLINE | ID: mdl-29761615

ABSTRACT

AIM: To compare the efficacy and safety of MK-1293 insulin glargine (Mk-Gla) and Lantus (Sa-Gla) in people with type 2 diabetes mellitus (T2DM). MATERIALS AND METHODS: This Phase 3, randomized, active-controlled, open-label, 24-week clinical trial (ClinicalTrials.gov number NCT02059187) enrolled 531 participants with T2DM (HbA1c ≤11.0%) either eligible for or currently taking basal insulin (≥10 U/day). Participants were randomized 1:1 to once-daily Mk-Gla (n = 263) or Sa-Gla (n = 263). Titration of insulin was guided by a fasting plasma glucose (FPG)-based dosing algorithm. The primary efficacy objective was to demonstrate the non-inferiority of change from baseline in HbA1c (margin of 0.40% [4.4 mmol/mol]) with Mk-Gla versus Sa-Gla after 24 weeks. The primary safety objective was anti-insulin antibody development after 24 weeks. RESULTS: For Mk-Gla and Sa-Gla, the least squares (LS) mean HbA1c change from baseline (95% CI) was -1.28 (-1.41, -1.15)% (-14.0 [-15.4, -12.6] mmol/mol) and -1.30 (-1.43, -1.18)% (-14.2 [-15.6, -12.8] mmol/mol). The LS mean HbA1c difference (Mk-Gla minus Sa-Gla) was 0.03 (-0.12, 0.18)% (0.3 [-1.4, 1.9] mmol/mol), meeting non-inferiority and equivalence (secondary objective) criteria. Insulin doses, FPG, and seven-point plasma glucose profiles were similar between groups. Safety and tolerability, including anti-insulin antibody responses, hypoglycaemia, adverse events and body weight, were similar between insulins. The efficacy and safety of Mk-Gla and Sa-Gla were similar both in participants who were insulin-treated or insulin-naïve at baseline. CONCLUSIONS: Mk-Gla and Sa-Gla demonstrated similar efficacy and safety over 24 weeks of treatment in people with T2DM.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/administration & dosage , Insulin Glargine/administration & dosage , Aged , Algorithms , Blood Glucose/analysis , Diabetes Mellitus, Type 2/blood , Female , Glycated Hemoglobin/drug effects , Humans , Hypoglycemia/chemically induced , Insulin Antibodies/blood , Insulin Antibodies/immunology , Least-Squares Analysis , Male , Middle Aged , Treatment Outcome
11.
Diabetes Ther ; 9(1): 253-268, 2018 Feb.
Article in English | MEDLINE | ID: mdl-29313282

ABSTRACT

INTRODUCTION: Ertugliflozin is an oral sodium-glucose cotransporter 2 inhibitor that is being developed to treat type 2 diabetes mellitus (T2DM). This study assessed the efficacy and safety of co-initiation of ertugliflozin and sitagliptin compared with placebo in patients with T2DM inadequately controlled on diet and exercise. METHODS: In this phase III, randomized, double-blind, multicenter, placebo-controlled 26-week study (NCT02226003), patients with T2DM and glycated hemoglobin (HbA1c) 8.0-10.5% on diet/exercise were randomized 1:1:1 to ertugliflozin 5 mg once daily (QD) and sitagliptin 100 mg QD (E5/S100), ertugliflozin 15 mg QD and sitagliptin 100 mg QD (E15/S100), or placebo. The primary efficacy endpoint was the change from baseline in HbA1c at week 26. RESULTS: The mean baseline HbA1c of the randomized patients (n = 291) was 8.9%. At week 26, both ertugliflozin/sitagliptin treatments provided significant reductions from baseline in HbA1c compared with placebo [least squares mean HbA1c change (95% confidence intervals) from baseline was - 0.4% (- 0.7, - 0.2), - 1.6% (- 1.8, - 1.4), and - 1.7% (- 1.9, - 1.5) for placebo, E5/S100, and E15/S100, respectively]. At week 26, 8.3%, 35.7%, and 31.3% of patients receiving placebo, E5/S100, and E15/S100, respectively, had HbA1c < 7.0%. Significant reductions in fasting plasma glucose, 2-h post-prandial glucose, body weight, and systolic blood pressure were observed with both ertugliflozin/sitagliptin groups compared with placebo. The incidence of adverse events (AEs) was similar across the groups. The incidences of the pre-specified AEs of urinary tract infection, genital mycotic infection, symptomatic hypoglycemia, and hypovolemia were low and not meaningfully different across groups. CONCLUSION: Co-initiation of ertugliflozin with sitagliptin in patients with T2DM inadequately controlled on diet and exercise provided a clinically meaningful improvement in glycemic control over 26 weeks. CLINICAL TRIAL REGISTRATION: Clinicaltrials.gov NCT02226003.

12.
Diabetes Obes Metab ; 20(3): 530-540, 2018 03.
Article in English | MEDLINE | ID: mdl-28921862

ABSTRACT

AIMS: To assess ertugliflozin in patients with type 2 diabetes who are inadequately controlled by metformin and sitagliptin. MATERIALS AND METHODS: In this double-blind randomized study (Clinicaltrials.gov NCT02036515), patients (glycated haemoglobin [HbA1c] 7.0% to 10.5% [53-91 mmol/mol] receiving metformin ≥1500 mg/d and sitagliptin 100 mg/d; estimated glomerular filtration rate [eGFR] ≥60 mL/min/1.73 m2 ) were randomized to ertugliflozin 5 mg once-daily, 15 mg once-daily or placebo. The primary efficacy endpoint was change from baseline in HbA1c at Week 26; treatment was continued until Week 52. RESULTS: A total of 464 patients were randomized (mean baseline HbA1c, 8.0% [64.3 mmol/mol]; eGFR, 87.9 mL/min/1.73 m2 ). After 26 weeks, placebo-adjusted least squares (LS) mean changes in HbA1c from baseline were -0.7% (-7.5 mmol/mol) and -0.8% (-8.3 mmol/mol) for ertugliflozin 5 and 15 mg, respectively (both P < .001); 17.0%, 32.1% and 39.9% of patients receiving placebo, ertugliflozin 5 mg or ertugliflozin 15 mg, respectively, had HbA1c <7.0% (53 mmol/mol). Significant reductions in fasting plasma glucose, body weight (BW) and systolic blood pressure (SBP) were observed with ertugliflozin relative to placebo. The positive effects of ertugliflozin on glycaemic control, BW and SBP were maintained through Week 52. A higher incidence of genital mycotic infections was observed in male and female patients receiving ertugliflozin (3.7%-14.1%) vs placebo (0%-1.9%) through Week 52. The incidence of urinary tract infections, symptomatic hypoglycaemia and hypovolaemia adverse events were not meaningfully different across groups. CONCLUSIONS: Ertugliflozin added to metformin and sitagliptin was well-tolerated, and provided clinically meaningful, durable glycaemic control, BW and SBP reductions vs placebo over 52 weeks.


Subject(s)
Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Diabetes Mellitus, Type 2/prevention & control , Hypoglycemic Agents/administration & dosage , Sodium-Glucose Transporter 2 Inhibitors/administration & dosage , Blood Pressure/drug effects , Bridged Bicyclo Compounds, Heterocyclic/adverse effects , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/physiopathology , Double-Blind Method , Drug Administration Schedule , Drug Therapy, Combination , Female , Glycated Hemoglobin/metabolism , Humans , Hypoglycemic Agents/adverse effects , Male , Metformin/administration & dosage , Middle Aged , Sitagliptin Phosphate/administration & dosage , Sodium-Glucose Transporter 2 Inhibitors/adverse effects , Treatment Outcome
13.
Diabetes Ther ; 9(1): 193-207, 2018 Feb.
Article in English | MEDLINE | ID: mdl-29282633

ABSTRACT

INTRODUCTION: This study assessed the safety and efficacy of ertugliflozin (an oral sodium-glucose cotransporter 2 inhibitor) vs. glimepiride in patients with type 2 diabetes mellitus (T2DM) inadequately controlled on metformin. METHODS: This phase III, double-blind, non-inferiority study (NCT01999218) randomized patients with HbA1c ≥ 7.0% and ≤ 9.0% on stable metformin ≥ 1500 mg/day 1:1:1 to ertugliflozin 15 or 5 mg once-daily (QD), or glimepiride (titrated from 1 mg QD). The primary hypothesis was that ertugliflozin 15 mg was non-inferior to glimepiride on HbA1c (non-inferiority criterion: upper bound of the 95% confidence interval [CI] about the treatment difference < 0.3%). RESULTS: Mean baseline HbA1c of randomized patients (N = 1326) was 7.8%. Mean and median doses of glimepiride were 3.0 mg/day throughout the study. At week 52, the least squares mean change (95% CI) from baseline in HbA1c was - 0.6% (- 0.7, - 0.5), - 0.6% (- 0.6, - 0.5), and - 0.7% (- 0.8, - 0.7) in the ertugliflozin 15 mg, ertugliflozin 5 mg, and glimepiride groups, respectively. The between-group difference for ertugliflozin 15 mg and glimepiride of 0.1% (- 0.0, 0.2) met the pre-specified non-inferiority criterion. Relative to glimepiride, greater body weight and systolic blood pressure (SBP) reductions were observed with ertugliflozin. The overall incidence of adverse events (AEs) was similar across groups. The incidence of symptomatic hypoglycemia and genital mycotic infection (GMI) were, respectively, lower and higher with ertugliflozin relative to glimepiride. The incidences of urinary tract infection and hypovolemia AEs were not meaningfully different among the groups. CONCLUSIONS: Ertugliflozin 15 mg was non-inferior to glimepiride in reducing HbA1c when added to metformin in patients with T2DM. Ertugliflozin had an acceptable safety profile and resulted in less hypoglycemia and more GMIs than glimepiride. CLINICAL TRIAL REGISTRATION: Clinicaltrials.gov NCT01999218.

14.
Diabetes Obes Metab ; 20(5): 1111-1120, 2018 05.
Article in English | MEDLINE | ID: mdl-29266675

ABSTRACT

AIM: To evaluate the efficacy and safety of ertugliflozin and sitagliptin co-administration vs the individual agents in patients with type 2 diabetes who are inadequately controlled with metformin. METHODS: In this study (Clinicaltrials.gov NCT02099110), patients with glycated haemoglobin (HbA1c) ≥7.5% and ≤11.0% (≥58 and ≤97 mmol/mol) with metformin ≥1500 mg/d (n = 1233) were randomized to ertugliflozin 5 (E5) or 15 (E15) mg/d, sitagliptin 100 mg/d (S100) or to co-administration of E5/S100 or E15/S100. The primary endpoint was change from baseline in HbA1c at Week 26. RESULTS: At Week 26, least squares mean HbA1c reductions from baseline were greater with E5/S100 (-1.5%) and E15/S100 (-1.5%) than with individual agents (-1.0%, -1.1% and -1.1% for E5, E15 and S100, respectively; P < .001 for all comparisons). HbA1c <7.0% (<53 mmol/mol) was achieved by 26.4%, 31.9%, 32.8%, 52.3% and 49.2% of patients in the E5, E15, S100, E5/S100 and E15/S100 groups, respectively. Fasting plasma glucose reductions were significantly greater with E5/S100 and E15/S100 compared with individual agents. Body weight and systolic blood pressure (SBP) significantly decreased with E5/S100 and E15/S100 vs S100 alone. Glycaemic control, body weight and SBP effects of ertugliflozin were maintained to Week 52. Genital mycotic infections were more common among ertugliflozin-treated patients compared with those treated with S100. Incidences of symptomatic hypoglycaemia and adverse events related to hypovolaemia or urinary tract infection were similar among groups. CONCLUSIONS: In patients with uncontrolled type 2 diabetes while using metformin, co-administration of ertugliflozin and sitagliptin provided more effective glycaemic control through 52 weeks compared with the individual agents.


Subject(s)
Bridged Bicyclo Compounds, Heterocyclic/therapeutic use , Diabetes Mellitus, Type 2/drug therapy , Dipeptidyl-Peptidase IV Inhibitors/therapeutic use , Hyperglycemia/prevention & control , Hypoglycemia/prevention & control , Sitagliptin Phosphate/therapeutic use , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Aged , Body Mass Index , Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Bridged Bicyclo Compounds, Heterocyclic/adverse effects , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Dipeptidyl-Peptidase IV Inhibitors/adverse effects , Dose-Response Relationship, Drug , Double-Blind Method , Drug Resistance , Drug Therapy, Combination/adverse effects , Female , Follow-Up Studies , Glycated Hemoglobin/analysis , Humans , Hypoglycemia/chemically induced , Hypoglycemic Agents/therapeutic use , Male , Metformin/therapeutic use , Middle Aged , Overweight/complications , Sitagliptin Phosphate/adverse effects , Sodium-Glucose Transporter 2 Inhibitors/administration & dosage , Sodium-Glucose Transporter 2 Inhibitors/adverse effects
15.
Diabetes Ther ; 9(1): 49-66, 2018 Feb.
Article in English | MEDLINE | ID: mdl-29159457

ABSTRACT

INTRODUCTION: Ertugliflozin is a sodium-glucose cotransporter 2 inhibitor in development for type 2 diabetes mellitus (T2DM). The safety and efficacy of ertugliflozin were evaluated over 52 weeks in patients with chronic kidney disease (CKD). METHODS: In this double-blind randomized study (NCT01986855), patients with glycated hemoglobin (A1C) 7.0-10.5% and stage 3 CKD [estimated glomerular filtration rate (eGFR) ≥ 30 to < 60 mL/min/1.73 m2] who were undergoing treatment with standard diabetes therapy (or therapies) including insulin and/or sulfonylureas were randomized to once-daily ertugliflozin 5 mg, 15 mg, or placebo. Patients on metformin underwent a pre-randomization ≥ 10-week wash-off period. The primary endpoint was change from baseline in A1C at week 26 in the overall cohort. Secondary efficacy endpoints were assessed in the stage 3A CKD cohort (eGFR ≥ 45 to < 60 mL/min/1.73 m2) at weeks 26 and 52. Safety was assessed in the overall cohort. RESULTS: 468 patients were randomized (baseline mean A1C 8.2%). At week 26, reductions from baseline in A1C were observed across groups in the overall cohort [least squares mean changes (95% confidence interval) - 0.3% (- 0.4, - 0.1), - 0.3% (- 0.4, - 0.1), and - 0.4% (- 0.6, - 0.3) for placebo and for ertugliflozin 5 mg and 15 mg, respectively]. Prohibited use of metformin was identified in ~ 17% of patients and impacted evaluation of the primary endpoint. Greater reductions from baseline in body weight, fasting plasma glucose, and systolic blood pressure were observed with ertugliflozin versus placebo at week 26 (stage 3A CKD cohort). The incidences of urinary tract infections, genital mycotic infections, and hypoglycemia adverse events were not meaningfully different between groups. The incidence of hypovolemia-related adverse events was higher with ertugliflozin relative to placebo. CONCLUSION: Although surreptitious metformin use impacted the primary analysis, reductions in blood glucose and body weight were observed with ertugliflozin in patients with T2DM and stage 3 CKD; ertugliflozin had an acceptable safety profile. FUNDING: Merck Sharp & Dohme Corp. a subsidiary of Merck & Co., Inc., Kenilworth, NJ, USA and Pfizer Inc. TRIAL REGISTRATION: Clinicaltrials.gov identifier NCT01986855.

16.
Pharm Stat ; 16(6): 424-432, 2017 11.
Article in English | MEDLINE | ID: mdl-28834175

ABSTRACT

In clinical trials, missing data commonly arise through nonadherence to the randomized treatment or to study procedure. For trials in which recurrent event endpoints are of interests, conventional analyses using the proportional intensity model or the count model assume that the data are missing at random, which cannot be tested using the observed data alone. Thus, sensitivity analyses are recommended. We implement the control-based multiple imputation as sensitivity analyses for the recurrent event data. We model the recurrent event using a piecewise exponential proportional intensity model with frailty and sample the parameters from the posterior distribution. We impute the number of events after dropped out and correct the variance estimation using a bootstrap procedure. We apply the method to an application of sitagliptin study.


Subject(s)
Clinical Trials as Topic/methods , Data Interpretation, Statistical , Models, Statistical , Research Design , Computer Simulation , Diabetes Mellitus, Type 2/drug therapy , Humans , Hypoglycemic Agents/therapeutic use , Randomized Controlled Trials as Topic/methods , Sitagliptin Phosphate/therapeutic use
17.
Diabetes Obes Metab ; 19(5): 721-728, 2017 05.
Article in English | MEDLINE | ID: mdl-28116776

ABSTRACT

AIMS: To conduct a phase III study to evaluate the efficacy and safety of ertugliflozin monotherapy in people with type 2 diabetes. MATERIALS AND METHODS: This was a 52-week, double-blind, multicentre, randomized, parallel-group study with a 26-week, placebo-controlled treatment period (phase A), followed by a 26-week active-controlled treatment period (phase B) in 461 men and women, aged ≥18 years with inadequate glycaemic control (glycated haemoglobin [HbA1c] concentration 7.0% to 10.5% [53-91 mmol/mol], inclusive) despite diet and exercise. Results from phase A are reported in the present paper. The primary endpoint was the change in HbA1c from baseline to week 26. RESULTS: At week 26, the placebo-adjusted least squares mean HbA1c changes from baseline were -0.99% and -1.16% for the ertugliflozin 5 and 15 mg doses, respectively ( P < .001 for both doses). The odds of having HbA1c <7.0% (53 mmol/mol) were significantly greater in the ertugliflozin 5 and 15 mg groups compared with the placebo group. Both doses of ertugliflozin significantly lowered fasting plasma glucose and 2-hour postprandial glucose levels and body weight. The placebo-adjusted differences in changes from baseline in systolic blood pressure were not statistically significant. A higher incidence of genital mycotic infections occurred in men and women treated with ertugliflozin compared with placebo. There was no significant difference between treatments in the proportion of participants with symptomatic hypoglycaemia or adverse events associated with urinary tract infection or hypovolaemia. CONCLUSIONS: Ertugliflozin 5 and 15 mg treatment for 26 weeks provides effective glycaemic control, reduces body weight and is generally well tolerated, when used as monotherapy.


Subject(s)
Bridged Bicyclo Compounds, Heterocyclic/therapeutic use , Diabetes Mellitus, Type 2/drug therapy , Hyperglycemia/prevention & control , Hypoglycemia/prevention & control , Hypoglycemic Agents/therapeutic use , Membrane Transport Modulators/therapeutic use , Sodium-Glucose Transporter 2 Inhibitors , Anti-Obesity Agents/administration & dosage , Anti-Obesity Agents/adverse effects , Anti-Obesity Agents/therapeutic use , Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Bridged Bicyclo Compounds, Heterocyclic/adverse effects , Combined Modality Therapy/adverse effects , Diabetes Mellitus, Type 2/immunology , Diabetes Mellitus, Type 2/metabolism , Diabetes Mellitus, Type 2/therapy , Diet, Diabetic , Dose-Response Relationship, Drug , Double-Blind Method , Exercise , Female , Glycated Hemoglobin/analysis , Humans , Hypoglycemia/chemically induced , Hypoglycemic Agents/administration & dosage , Hypoglycemic Agents/adverse effects , Immunity, Mucosal/drug effects , Incidence , Male , Membrane Transport Modulators/administration & dosage , Membrane Transport Modulators/adverse effects , Mycoses/epidemiology , Mycoses/immunology , Mycoses/microbiology , Overweight/drug therapy , Overweight/immunology , Overweight/metabolism , Overweight/therapy , Reproductive Tract Infections/epidemiology , Reproductive Tract Infections/immunology , Reproductive Tract Infections/microbiology , Sodium-Glucose Transporter 2/metabolism
18.
J Diabetes Investig ; 7(5): 727-36, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27181998

ABSTRACT

INTRODUCTION: The results of a clinical trial to evaluate the efficacy and safety of initial combination therapy with sitagliptin and metformin in Chinese patients with type 2 diabetes and inadequate glycemic control are reported here. MATERIALS AND METHODS: This was a multicenter, randomized, double-blind, placebo-controlled, parallel group, 24-week clinical trial carried out in China. Patients (n = 744) with type 2 diabetes and inadequate glycemic control (glycated hemoglobin ≥7.5 and ≤11.0%) who were either drug-naïve or washed out of previous therapy were randomized in equal ratios to sitagliptin 100 mg once daily (q.d.; S100), metformin 500 mg twice daily (b.i.d.; M1000), metformin 850 mg b.i.d. (M1700), sitagliptin 50 mg b.i.d. plus metformin 500 mg b.i.d. (S100/M1000), sitagliptin 50 mg b.i.d. plus metformin 850 mg b.i.d. (S100/M1700), or placebo. RESULTS: The mean baseline glycated hemoglobin in randomized patients was 8.7%. Least squares mean changes from baseline in glycated hemoglobin were -0.59% (placebo), -0.99% (S100), -1.29% (M1000), -1.56% (M1700), -1.67% (S100/M1000) and -1.83% (S100/M1700) (P < 0.05 for each active group vs placebo, for S100/M1700 and S100/M1000 vs S100, and for S100/M1000 vs M1000). All treatments were generally well-tolerated. The overall incidence of hypoglycemia (symptomatic or asymptomatic) was higher in the two co-administration groups (S100/M1700 and S100/M1000) compared with the placebo. The incidence of symptomatic hypoglycemia was low, and similar, across all treatment groups. The incidences of gastrointestinal adverse events were generally higher in high-dose metformin groups than in the placebo group. CONCLUSIONS: In Chinese patients with type 2 diabetes, initial combination therapy with sitagliptin and metformin was generally well-tolerated, and provided improvement in glycemic control.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Metformin/therapeutic use , Sitagliptin Phosphate/therapeutic use , China , Diabetes Mellitus, Type 2/blood , Dipeptidyl-Peptidase IV Inhibitors/administration & dosage , Dipeptidyl-Peptidase IV Inhibitors/adverse effects , Dipeptidyl-Peptidase IV Inhibitors/therapeutic use , Double-Blind Method , Drug Therapy, Combination , Female , Glycated Hemoglobin/metabolism , Humans , Hypoglycemic Agents/administration & dosage , Hypoglycemic Agents/adverse effects , Male , Metformin/administration & dosage , Metformin/adverse effects , Middle Aged , Sitagliptin Phosphate/administration & dosage , Sitagliptin Phosphate/adverse effects , Treatment Outcome
19.
J Diabetes ; 8(5): 701-11, 2016 Sep.
Article in English | MEDLINE | ID: mdl-26625270

ABSTRACT

BACKGROUND: Type 2 diabetes mellitus (T2DM) treatment generally requires multiple antihyperglycemic agents. When diet, exercise, and treatment with sulfonylurea and metformin do not achieve glycemic goals, several options are available. The present study evaluated the efficacy and tolerability of sitagliptin 100 mg/day added to therapy with sulfonylurea and metformin. METHODS: Patients with HbA1c ≥7.5% and ≤10.5% while on a sulfonylurea and metformin were randomized 1: 1 to sitagliptin 100 mg/day or placebo for 24 weeks. At Week 24, patients in the placebo group switched to pioglitazone 30 mg/day and both groups continued treatment for another 30 weeks. RESULTS: Of 427 patients randomized, 339 (79.4%) completed the study. At Week 24, significantly greater (P < 0.001) mean reductions from baseline were seen in the sitagliptin versus placebo group for HbA1c (-0.84% vs -0.16%, respectively), 2-h post-meal glucose (-2.0 vs -0.2 mmol/L, respectively) and fasting plasma glucose (-0.7 vs 0.3 mmol/L, respectively). At Week 54, improvements in glycemic control continued. At Week 24, the incidence of adverse events (AEs) was numerically greater with sitagliptin than placebo, primarily because of a higher incidence of hypoglycemia. At Week 54, the incidence of AEs was similar in both groups, primarily because of a higher incidence of hypoglycemia and edema in the placebo/pioglitazone group after Week 24. The only meaningful change in body weight was an increase in the placebo/pioglitazone group at Week 54. CONCLUSIONS: In this study, sitagliptin 100 mg/day was generally well tolerated and provided improvement in glycemic control when added to the combination of sulfonylurea and metformin in patients with T2DM.


Subject(s)
Blood Glucose/metabolism , Diabetes Mellitus, Type 2/drug therapy , Metformin/therapeutic use , Sitagliptin Phosphate/therapeutic use , Sulfonylurea Compounds/therapeutic use , Adult , Aged , Diabetes Mellitus, Type 2/blood , Double-Blind Method , Drug Therapy, Combination , Female , Glycated Hemoglobin/metabolism , Humans , Hypoglycemic Agents/adverse effects , Hypoglycemic Agents/therapeutic use , Male , Metformin/adverse effects , Middle Aged , Single-Blind Method , Sitagliptin Phosphate/adverse effects , Sulfonylurea Compounds/adverse effects , Time Factors , Treatment Outcome
20.
Drugs Aging ; 32(6): 469-76, 2015 Jun.
Article in English | MEDLINE | ID: mdl-26041585

ABSTRACT

OBJECTIVE: The aim of this study was to evaluate the efficacy and tolerability of sitagliptin compared with glimepiride in elderly patients with type 2 diabetes mellitus (T2DM) and inadequate glycemic control with diet and exercise alone. METHODS: This was a randomized, parallel-group, multinational, non-inferiority clinical trial with an active-controlled, double-blind treatment period in which patients ≥ 65 and ≤ 85 years of age with T2DM were screened at 85 sites. Patients were randomized to once-daily sitagliptin (100 or 50 mg, depending on renal function) or glimepiride (in titrated doses) for 30 weeks. The main outcome measures were change from baseline in glycated hemoglobin (HbA1c), fasting plasma glucose (FPG), and body weight; and the incidence of symptomatic hypoglycemia. RESULTS: The mean baseline HbA1c was 7.8% in both the sitagliptin group (n = 197) and the glimepiride group (n = 191). After 30 weeks, the least squares (LS) mean change in HbA1c baseline was -0.32% with sitagliptin and -0.51 % with glimepiride, for a between-group difference (95% CI) of 0.19% (0.03-0.34). This result met the pre-specified criterion for declaring non-inferiority, which required that the upper 95% confidence limit lie below 0.4%. The LS mean change in FPG from baseline was -14.5 mg/dL with sitagliptin and -21.2 mg/dL with glimepiride, for a between-group difference (95% CI) of 6.7 mg/dL (0.7-12.7). The percentages of patients with adverse events of symptomatic hypoglycemia were 0.8% in the sitagliptin group and 4.7% in the glimepiride group (between-treatment difference = -3.9%, p = 0.009). The LS mean change in body weight from baseline was 0.4 kg with sitagliptin and 1.1 kg with glimepiride, for a between-group difference of -0.7 kg (p = 0.011). CONCLUSION: In elderly patients with T2DM and inadequate glycemic control with diet and exercise alone, sitagliptin provided non-inferior glycemic control after 30 weeks of treatment compared with glimepiride. Compared with glimepiride, sitagliptin had a lower risk of hypoglycemia. Sitagliptin was weight-neutral; while the between-group difference in change from baseline in body weight was statistically significant, the modest difference may not be clinically meaningful. STUDY IDENTIFIER: ClinicalTrials.gov NCT01189890.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Sitagliptin Phosphate/therapeutic use , Sulfonylurea Compounds/therapeutic use , Age Factors , Aged , Aged, 80 and over , Blood Glucose/metabolism , Body Weight/drug effects , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/metabolism , Diet , Double-Blind Method , Female , Glycated Hemoglobin/metabolism , Humans , Hypoglycemia/chemically induced , Hypoglycemic Agents/adverse effects , Male , Sitagliptin Phosphate/adverse effects , Sulfonylurea Compounds/adverse effects , Treatment Outcome
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