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Abstract
Dilated cardiomyopathy (DCM) is a disease of the heart muscle that affects both humans and dogs. Certain canine diets have been associated with DCM, but the diet-disease link is unexplained, and novel methods are needed to elucidate mechanisms. We conducted metabolomic profiling of 9 diets associated with canine DCM, containing ≥ 3 pulses, potatoes, or sweet potatoes as main ingredients, and in the top 16 dog diet brands most frequently associated with canine DCM cases reported to the FDA (3P/FDA diets), and 9 non-3P/FDA diets. We identified 88 named biochemical compounds that were higher in 3P/FDA diets and 23 named compounds that were lower in 3P/FDA diets. Amino acids, amino acid-derived compounds, and xenobiotics/plant compounds were the largest categories of biochemicals that were higher in 3P/FDA diets. Random forest analyses identified the top 30 compounds that distinguished the two diet groups with 100% predictive accuracy. Four diet ingredients distinguished the two diet groups (peas, lentils, chicken/turkey, and rice). Of these ingredients, peas showed the greatest association with higher concentrations of compounds in 3P/FDA diets. Moreover, the current foodomics analyses highlight relationships between diet and DCM in dogs that can identify possible etiologies for understanding diet-disease relationships in dogs and humans.
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1 Jean Mayer USDA Human Nutrition Research Center on Aging at Tufts University, Nutrition and Genomics Laboratory, Boston, USA (GRID:grid.429997.8) (ISNI:0000 0004 1936 7531)
2 Jean Mayer USDA Human Nutrition Research Center on Aging at Tufts University, USDA Agricultural Research Service, Nutrition and Genomics Laboratory, Boston, USA (GRID:grid.429997.8) (ISNI:0000 0004 1936 7531)
3 Tufts University, Department of Clinical Sciences, Cummings School of Veterinary Medicine, North Grafton, USA (GRID:grid.429997.8) (ISNI:0000 0004 1936 7531)