Rationale and design of the DARWIN-T2D (DApagliflozin Real World evIdeNce in Type 2 Diabetes): A multicenter retrospective nationwide Italian study and crowdsourcing opportunity

Nutr Metab Cardiovasc Dis. 2017 Dec;27(12):1089-1097. doi: 10.1016/j.numecd.2017.08.001. Epub 2017 Aug 8.

Abstract

Background: Randomized controlled trials (RCTs) in the field of diabetes have limitations inherent to the fact that design, setting, and patient characteristics may be poorly transferrable to clinical practice. Thus, evidence from studies using routinely accumulated clinical data are increasingly valued.

Aims: We herein describe rationale and design of the DARWIN-T2D (DApagliflozin Real World evIdeNce in Type 2 Diabetes), a multicenter retrospective nationwide study conducted at 50 specialist outpatient clinics in Italy and promoted by the Italian Diabetes Society.

Data synthesis: The primary objective of the study is to describe the baseline clinical characteristics (particularly HbA1c) of patients initiated on dapagliflozin from marketing authorization approval to the end of 2016. Secondary and exploratory objectives will evaluate the changes in glycaemic and extraglycaemic efficacy parameters after initiation of dapagliflozin or after initiation of comparator glucose lowering medications (DPP-4 inhibitors, gliclazide extended release, and long-acting GLP-1 receptor agonists). An automated software will extract relevant data from the same electronic chart system at all centres, thereby minimizing data treatment and human intervention.

Conclusion: The study is expected to collect an enormous dataset of information on dapagliflozin- and comparator-using patients. After study completion, the Italian Diabetes Society will launch an open crowdsourcing call on the DARWIN-T2D database, challenging diabetes researchers to apply their ideas and approaches to address new unmet needs and knowledge gaps in diabetes. We believe this will move DARWIN-T2D to the next generation of real world studies.

Keywords: Randomized controlled trial; Real-life; Retrospective study; Sodium glucose co-transporter-2 inhibitor.

Publication types

  • Multicenter Study

MeSH terms

  • Benzhydryl Compounds / adverse effects
  • Benzhydryl Compounds / therapeutic use*
  • Biomarkers / blood
  • Blood Glucose / drug effects
  • Blood Glucose / metabolism
  • Crowdsourcing*
  • Data Mining
  • Diabetes Mellitus, Type 2 / blood
  • Diabetes Mellitus, Type 2 / diagnosis
  • Diabetes Mellitus, Type 2 / drug therapy*
  • Diabetes Mellitus, Type 2 / metabolism
  • Evidence-Based Medicine*
  • Glucosides / adverse effects
  • Glucosides / therapeutic use*
  • Glycated Hemoglobin / metabolism
  • Humans
  • Hypoglycemic Agents / adverse effects
  • Hypoglycemic Agents / therapeutic use*
  • Italy
  • Research Design
  • Retrospective Studies
  • Sodium-Glucose Transporter 2 / metabolism
  • Sodium-Glucose Transporter 2 Inhibitors
  • Time Factors
  • Treatment Outcome

Substances

  • Benzhydryl Compounds
  • Biomarkers
  • Blood Glucose
  • Glucosides
  • Glycated Hemoglobin A
  • Hypoglycemic Agents
  • SLC5A2 protein, human
  • Sodium-Glucose Transporter 2
  • Sodium-Glucose Transporter 2 Inhibitors
  • hemoglobin A1c protein, human
  • dapagliflozin