The goal of this clinical trial is to assess the efficacy of a pharmacogenetics-guided treatment, compared to standard optimized treatment, in patients with inadequately controlled type 2 diabetes. The main questions it aims to answer are: * Is the disease better controlled when the treatment prescribed is based on the participant's pharmacogenetic profile? * What medical problems do participants experience while taking the treatment? Participants will: * Take the treatment described according to the Summary of Product Characteristics (SmPC). * Visit the clinic once every 12 weeks for checkups and tests. * Keep a diary of their symptoms to inform the Investigator.
Rationale: Type 2 diabetes (T2D) is a growing disease that causes serious complications and represents a significant public health burden. Despite current therapies, many patients fail to achieve adequate glycemic control, highlighting the need for more personalized approaches. This study seeks to demonstrate that pharmacogenetics, which tailors treatments according to patients' genetic variations, can improve disease control, reduce adverse effects, and ultimately optimize healthcare resources, improving patients' quality of life. Study Design: This is a Phase IV, multicenter, randomized, controlled, two-arm, crossover clinical trial. The study will include at least 504 patients, who will be randomized in a 1:1 ratio to receive pharmacogenetics-guided treatment or standard treatment for type 2 diabetes. Once proven to meet eligibility criteria, patients will be assigned to a treatment arm and will participate in the study for the next 24 weeks. Primary Objective: To evaluate the efficacy of pharmacogenetics-guided treatment, compared to optimized standard treatment, in patients with inadequately controlled type 2 diabetes. Secondary Objective: To evaluate pharmacogenetic markers with the effect of treatment administered prior to randomization. Exploratory Objectives: * To evaluate the percentage of patients achieving the target of dyslipidemia and its relationship with the genetic variations present in these subjects. * To evaluate the percentage of patients reaching the blood pressure target and its relationship with the genetic variations present in these subjects. * To evaluate the incidence and relationship of adverse events of glucose control drugs with genetic variations. Safety Objective: To evaluate the safety and tolerability of the glucose control drugs prescribed in each group of patients. Target Population: Patients between 40 and 70 years old, with a body mass index (BMI) between 25 and 40 kg/m² and with a diagnosis of type 2 diabetes inadequately controlled (HbA1c between 7% and 9.5%) and receiving standard non-insulin treatment for at least 6 months will be included. Patients will be visited at 12 and 24 weeks from the start of the study. Statistical Methods: The sample size was calculated with an alpha risk of 0.05 and a beta risk of 0.1, using a bilateral test. A total of 252 subjects in each group (standard and pharmacogenetics-guided treatment) are required to detect a significant difference in the proportion of patients achieving HbA1c ≤7%. A dropout rate of 10% is expected. Follow-up of patients will be 24 weeks, sufficient time to observe improvements in glycemic control. The goal is to achieve an HbA1c ≤7%, as recommended by the American Diabetes Association. It is estimated that 50% of patients will achieve the target with antidiabetic treatment, and it is assumed that pharmacogenetics-guided treatment will have at least a 15% greater response than conventional treatment, due to genetic variations. The main objective is to evaluate the impact of pharmacogenetics-guided treatment in patients with type 2 diabetes, comparing proportions between groups. Analyses will be performed according to the type of variable: Student's t-test or Mann-Whitney for quantitative variables and Fisher's exact test or chi-square tests for qualitative variables. The software used will be R (version 3.6.1), with two-way tests and an alpha risk of 0.05, verifying normality with the Shapiro-Wilk test.
Study Type
INTERVENTIONAL
Allocation
RANDOMIZED
Purpose
TREATMENT
Masking
SINGLE
Enrollment
504
Metformin maximum daily dose 2000 mg
Dulaglutide
Semaglutide
Empagliflozin
Canagliflozin
Dapagliflozin
Pioglitazone
Sitagliptin
vildagliptin
linagliptin
Hospital Universitario Regional de Málaga
Málaga, Spain
Hospital Clínico Universitario de Valencia
Valencia, Spain
Hospital General Universitario de Valencia (HGUV)
Valencia, Spain
Hospital Universitario Rio Hortega de Valladolid (HURH)
Valladolid, Spain
Comparison of HbA1c ≤7% goal at Week 24 between Pharmacogenetic-Guided and Standard Treatment in Type 2 Diabetes
The primary objective is to compare the proportion of patients achieving HbA1c ≤7% at Week 24 between pharmacogenetic-guided treatment arm and standard treatment arm in subjects with insufficiently controlled type 2 diabetes. The null hypothesis is that the proportion of patients achieving this goal is equal in both the pharmacogenetic-guided and standard treatment groups.
Time frame: From baseline to the end of treatment at 24 weeks
Comparison of Pharmacogenetic Markers and Treatment Response Pre-Randomization
Comparison of pharmacogenetic markers with the effect of pre-randomization treatment. This will be measured by analyzing the pharmacogenetic markers before randomization and their relationship to the treatment response. The endpoint will be the comparison between the proportion of patients who achieved HbA1c ≤7% at baseline (excluded from randomization) and those who did not (included for randomization).
Time frame: Before randomization to the end of treatment at 24 weeks
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