Circulating Metabolites Associated with Albuminuria in a Hispanic/Latino Population. Issue 2 (26th February 2023)

• Record Type: Journal Article
• Authors: Reynolds, Kaylia M.; Lin, Bridget M.; Armstrong, Nicole D.; Ottosson, Filip; Zhang, Ying; Williams, Ashley S.; Yu, Bing; Boerwinkle, Eric; Thygarajan, Bharat; Daviglus, Martha L.; Muoio, Deborah; Qi, Qibin; Kaplan, Robert; Melander, Olle; Lash, James P.; Cai, Jianwen; Irvin, Marguerite R.; Newgard, Christopher B.; Sofer, Tamar; Franceschini, Nora
• Is Part Of: Clinical journal of the American Society of Nephrology. Volume 18:Issue 2(2023)
• Page Start: 204
• Page End: 212
• Publication Date: 2023-02-26
• Subjects: albuminuria -- metabolites -- diabetes mellitus -- lipids
• DOI: 10.2215/CJN.09070822
• Languages: English
• ISSNs: 1555-9041

Abstract

Visual Abstract: Abstract : Background: Albuminuria is associated with metabolic abnormalities, but these relationships are not well understood. We studied the association of metabolites with albuminuria in Hispanic/Latino people, a population with high risk for metabolic disease. Methods: We used data from 3736 participants from the Hispanic Community Health Study/Study of Latinos, of which 16% had diabetes and 9% had an increased urine albumin-to-creatinine ratio (UACR). Metabolites were quantified in fasting serum through nontargeted mass spectrometry (MS) analysis using ultra-performance liquid chromatography-MS/MS. Spot UACR was inverse normally transformed and tested for the association with each metabolite or combined, correlated metabolites, in covariate-adjusted models that accounted for the study design. In total, 132 metabolites were available for replication in the Hypertension Genetic Epidemiology Network study ( n =300), and 29 metabolites were available for replication in the Malmö Offspring Study ( n =999). Results: Among 640 named metabolites, we identified 148 metabolites significantly associated with UACR, including 18 novel associations that replicated in independent samples. These metabolites showed enrichment for D-glutamine and D-glutamate metabolism and arginine biosynthesis, pathways previously reported for diabetes and insulin resistance. In correlated metabolite analyses, we identified two modules significantly associated with UACR, including a module composed of lipid metabolites related to the biosynthesis of unsaturated fatty acids and alpha linolenic acid and linoleic acid metabolism. Conclusions: Our study identified associations of albuminuria with metabolites involved in glucose dysregulation, and essential fatty acids and precursors of arachidonic acid in Hispanic/Latino population. Podcast: This article contains a podcast at https://dts.podtrac.com/redirect.mp3/www.asn-online.org/media/podcast/CJASN/2023_02_08_CJN09070822.mp3