1. Analysis of type 2 diabetes heterogeneity with a tree-like representation: insights from the prospective German Diabetes Study and the LURIC cohort
- Author
-
Schön, Martin, Prystupa, Katsiaryna, Mori, Tim, Zaharia, Oana P, Bódis, Kálmán, Bombrich, Maria, Möser, Clara, Yurchenko, Iryna, Kupriyanova, Yuliya, Strassburger, Klaus, Bobrov, Pavel, Nair, Anand T N, Bönhof, Gidon J, Strom, Alexander, Delgado, Graciela E, Kaya, Sema, Guthoff, Rainer, Stefan, Norbert, Birkenfeld, Andreas L, Hauner, Hans, Seissler, Jochen, Pfeiffer, Andreas, Blüher, Matthias, Bornstein, Stefan, Szendroedi, Julia, Meyhöfer, Svenja, Trenkamp, Sandra, Burkart, Volker, Schrauwen-Hinderling, Vera B, Kleber, Marcus E, Niessner, Alexander, Herder, Christian, Kuss, Oliver, März, Winfried, Pearson, Ewan R, Roden, Michael, Wagner, Robert, Al-Hasani, Hadi, Belgardt, Bengt-Frederik, Bönhof, Gidon J., Geerling, Gerd, Herder, Christian, Icks, Andrea, Jandeleit-Dahm, Karin, Kotzka, Jörg, Kuss, Oliver, Lammert, Eckhard, Rathmann, Wolfgang, Roden, Michael, Schlesinger, Sabrina, Schrauwen-Hinderling, Vera, Szendroedi, Julia, Trenkamp, Sandra, and Wagner, Robert
- Abstract
Heterogeneity in type 2 diabetes can be represented by a tree-like graph structure by use of reversed graph-embedded dimensionality reduction. We aimed to examine whether this approach can be used to stratify key pathophysiological components and diabetes-related complications during longitudinal follow-up of individuals with recent-onset type 2 diabetes.
- Published
- 2024
- Full Text
- View/download PDF