Impact of statistical models on the prediction of type 2 diabetes using non-targeted metabolomics profiling

• Main Authors: Loic Yengo (Author), Abdelilah Arredouani (Author), Michel Marre (Author), Ronan Roussel (Author), Martine Vaxillaire (Author), Mario Falchi (Author), Abdelali Haoudi (Author), Jean Tichet (Author), Beverley Balkau (Author), Amélie Bonnefond (Author), Philippe Froguel (Author)
• Format: Book
• Published: Elsevier, 2016-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Objective: Characterizing specific metabolites in sub-clinical phases preceding the onset of type 2 diabetes to enable efficient preventive and personalized interventions. Research design and methods: We developed predictive models of type 2 diabetes using two strategies. One strategy focused on the...