Metabolic Features of Increased Gut Permeability, Inflammation, and Altered Energy Metabolism Distinguish Agricultural Workers at Risk for Mesoamerican Nephropathy

Author:

Raines Nathan1ORCID,Leone Dominick2ORCID,O’Callaghan-Gordo Cristina3456ORCID,Ramirez-Rubio Oriana24,Amador Juan2,Lopez Pilarte Damaris2,Delgado Iris2,Leibler Jessica7ORCID,Embade Nieves8ORCID,Gil-Redondo Rubén8ORCID,Bruzzone Chiara8ORCID,Bizkarguenaga Maider8,Scammell Madeleine2ORCID,Parikh Samir9,Millet Oscar810ORCID,Brooks Daniel2,Friedman David1

Affiliation:

1. Division of Nephrology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA

2. Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA

3. Faculty of Health Sciences, Universitat Oberta de Catalunya, 08018 Barcelona, Spain

4. ISGlobal, Barcelona Institute for Global Health, 08003 Barcelona, Spain

5. Universitat Pompeu Fabra (UPF), 08002 Barcelona, Spain

6. CIBER Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain

7. Department of Environmental Health, Boston University School of Public Health, Boston, MA 02118, USA

8. Precision Medicine and Metabolism Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160 Derio, Spain

9. Division of Nephrology, Department of Medicine, University of Texas Southwestern Medical School, Dallas, TX 75390, USA

10. CIBERehd, Instituto de Salud Carlos III, 28029 Madrid, Spain

Abstract

Mesoamerican nephropathy (MeN) is a form of chronic kidney disease found predominantly in young men in Mesoamerica. Strenuous agricultural labor is a consistent risk factor for MeN, but the pathophysiologic mechanism leading to disease is poorly understood. We compared the urine metabolome among men in Nicaragua engaged in sugarcane harvest and seed cutting (n = 117), a group at high risk for MeN, against three referents: Nicaraguans working less strenuous jobs at the same sugarcane plantations (n = 78); Nicaraguans performing non-agricultural work (n = 102); and agricultural workers in Spain (n = 78). Using proton nuclear magnetic resonance, we identified 136 metabolites among participants. Our non-hypothesis-based approach identified distinguishing urine metabolic features in the high-risk group, revealing increased levels of hippurate and other gut-derived metabolites and decreased metabolites related to central energy metabolism when compared to referent groups. Our complementary hypothesis-based approach, focused on nicotinamide adenine dinucleotide (NAD+) related metabolites, and revealed a higher kynurenate/tryptophan ratio in the high-risk group (p = 0.001), consistent with a heightened inflammatory state. Workers in high-risk occupations are distinguishable by urinary metabolic features that suggest increased gut permeability, inflammation, and altered energy metabolism. Further study is needed to explore the pathophysiologic implications of these findings.

Publisher

MDPI AG

Subject

Molecular Biology,Biochemistry,Endocrinology, Diabetes and Metabolism

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