Plasma Metabonomic Profiling of Diabetic Retinopathy

Author:

Chen Liyan12,Cheng Ching-Yu134,Choi Hyungwon56,Ikram Mohammad Kamran14,Sabanayagam Charumathi134,Tan Gavin S.W.1,Tian Dechao17,Zhang Liang17,Venkatesan Gopalakrishnan2,Tai E Shyong589,Wang Jie Jin10,Mitchell Paul10,Cheung Chiu Ming Gemmy1,Beuerman Roger Wilmer131112,Zhou Lei1311,Chan Eric Chun Yong2,Wong Tien Yin1345

Affiliation:

1. Singapore Eye Research Institute, Singapore National Eye Centre, Singapore

2. Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore

3. Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

4. Ophthalmology & Visual Sciences Academic Clinical Program, Duke-National University of Singapore Graduate Medical School, Singapore

5. Saw Swee Hock School of Public Health, National University of Singapore, Singapore

6. Institute of Molecular and Cell Biology, Agency for Science, Technology and Research, Singapore

7. Department of Statistics and Applied Probability, Faculty of Science, National University of Singapore, Singapore

8. Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

9. Cardiovascular & Metabolic Disorders Program, Duke-National University of Singapore Graduate Medical School, Singapore

10. Department of Ophthalmology, Centre for Vision Research, Westmead Millennium Institute, The University of Sydney, Sydney, New South Wales, Australia

11. Signature Research Program in Neuroscience & Behavioral Disorders, Duke-National University of Singapore Graduate Medical School, Singapore

12. Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore

Abstract

Diabetic retinopathy (DR) is the most common microvascular complication of diabetes and the leading cause of visual impairment in working-age adults. Patients with diabetes often develop DR despite appropriate control of systemic risk factors, suggesting the involvement of other pathogenic factors. We hypothesize that the plasma metabolic signature of DR is distinct and resolvable from that of diabetes alone. A nested population-based case-control metabonomic study was first performed on 40 DR cases and 40 control subjects with diabetes using gas chromatography–mass spectrometry. Eleven metabolites were found to be correlated with DR, and the majority were robust when adjusted for metabolic risk factors and confounding kidney disease. The metabolite markers 2-deoxyribonic acid; 3,4-dihydroxybutyric acid; erythritol; gluconic acid; and ribose were validated in an independent sample set with 40 DR cases, 40 control subjects with diabetes, and 40 individuals without diabetes. DR cases and control subjects with diabetes were matched by HbA1c in the validation set. Activation of the pentose phosphate pathway was identified from the list of DR metabolite markers. The identification of novel metabolite markers for DR provides insights into potential new pathogenic pathways for this microvascular complication and holds translational value in DR risk stratification and the development of new therapeutic measures.

Funder

National Medical Research Council

Ministry of Education

Publisher

American Diabetes Association

Subject

Endocrinology, Diabetes and Metabolism,Internal Medicine

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