1. A systems view of type 2 diabetes-associated metabolic perturbations in saliva, blood and urine at different timescales of glycaemic control
- Author
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Sara Abdul Kader, Edward D. Karoly, Mohammed M. El-Din Selim, Khoulood A.S. Al-Mahmoud, Noha A. Yousri, Cindy McKeon, Kieu Thinh Do, Dennis O. Mook-Kanamori, Marjonneke J. Mook-Kanamori, Ulrich Neumaier, Ahmed H. Takiddin, Gabi Kastenmüller, Hala Al-Homsi, Omar Chidiac, Wadha A. Al Muftah, Karsten Suhre, Jillian Rowe, and Jan Krumsiek
- Subjects
Adult ,Blood Glucose ,Male ,medicine.medical_specialty ,Saliva ,Arab Population ,Asian Population ,Blood Metabolomics ,Gaussian Graphical Modelling ,Glycaemic Control ,Metabolic Dysregulation ,Partial Correlation ,Saliva Metabolomics ,Systems Biology ,Type 2 Diabetes ,Urine Metabolomics ,Endocrinology, Diabetes and Metabolism ,Systems biology ,Partial correlation ,Physiology ,Type 2 diabetes ,Urine ,Gaussian graphicalmodelling ,Biology ,Article ,Young Adult ,Metabolomics ,Internal medicine ,Diabetes mellitus ,Glycaemic control ,Internal Medicine ,medicine ,Humans ,Arab population ,Aged ,Saliva metabolomics ,Gaussian graphical modelling ,Urine metabolomics ,Asian population ,Human physiology ,Middle Aged ,Blood metabolomics ,medicine.disease ,Endocrinology ,Diabetes Mellitus, Type 2 ,Metabolic dysregulation ,Female ,Erratum ,Biomarkers - Abstract
Aims/hypothesis Metabolomics has opened new avenues for studying metabolic alterations in type 2 diabetes. While many urine and blood metabolites have been associated individually with diabetes, a complete systems view analysis of metabolic dysregulations across multiple biofluids and over varying timescales of glycaemic control is still lacking. Methods Here we report a broad metabolomics study in a clinical setting, covering 2,178 metabolite measures in saliva, blood plasma and urine from 188 individuals with diabetes and 181 controls of Arab and Asian descent. Using multivariate linear regression we identified metabolites associated with diabetes and markers of acute, short-term and long-term glycaemic control. Results Ninety-four metabolite associations with diabetes were identified at a Bonferroni level of significance (p
- Published
- 2015