title: Preventing type 2 diabetes mellitus: a call for personalized intervention.
abstract: In parallel with the rising prevalence of obesity worldwide, especially in younger people, there has been a dramatic increase in recent decades in the incidence and prevalence of metabolic consequences of obesity, in particular prediabetes and type 2 diabetes mellitus (DM2). Although approximately one-third of US adults now meet one or more diagnostic criteria for prediabetes, only a minority of those so identified as being at risk for DM2 actually progress to diabetes, and some may regress to normal status. Given the uncertain prognosis of prediabetes, it is not clear who is most likely to benefit from lifestyle change or medication interventions that are known to reduce DM2 risk. We review the many factors known to influence risk of developing DM2 and summarize treatment trials demonstrating the possibility of preventing DM2. Applying the concepts of personalized medicine and the potential of "big data" approaches to analysis of massive amounts of routinely gathered clinical and laboratory data from large populations, we call for the development of tools to more precisely estimate individual risk of DM2.
authors.affiliation: Endocrinologist at the Sunnyside Medical Center in Clackamas, OR, and former Visiting Scientist at the Galil Center for Telemedicine, Medical Informatics and Personalized Medicine at RB Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, Haifa, Israel. E-mail: harry.glauber@kp.org.
authors.forename: Harry
authors.initials: H
authors.lastname: Glauber
authors.forename: Eddy
authors.initials: E
authors.lastname: Karnieli
mesh_terms: D003924:Diabetes Mellitus, Type 2 / Q000209:etiology / Q000517:prevention & control*; D006801:Humans; D008019:Life Style; D009765:Obesity / Q000150:complications; D018579:Patient Selection; D011236:Prediabetic State / Q000628:therapy*