Metabolic Features of Increased Gut Permeability, Inflammation, and Altered Energy Metabolism Distinguish Agricultural Workers at Risk for Mesoamerican Nephropathy
Nathan H. Raines,
Dominick A. Leone,
Cristina O’Callaghan-Gordo,
Oriana Ramirez-Rubio,
Juan José Amador,
Damaris Lopez Pilarte,
Iris S. Delgado,
Jessica H. Leibler,
Nieves Embade,
Rubén Gil-Redondo,
Chiara Bruzzone,
Maider Bizkarguenaga,
Madeleine K. Scammell,
Samir M. Parikh,
Oscar Millet,
Daniel R. Brooks,
David J. Friedman
Affiliations
Nathan H. Raines
Division of Nephrology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
Dominick A. Leone
Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA
Cristina O’Callaghan-Gordo
Faculty of Health Sciences, Universitat Oberta de Catalunya, 08018 Barcelona, Spain
Oriana Ramirez-Rubio
Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA
Juan José Amador
Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA
Damaris Lopez Pilarte
Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA
Iris S. Delgado
Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA
Jessica H. Leibler
Department of Environmental Health, Boston University School of Public Health, Boston, MA 02118, USA
Nieves Embade
Precision Medicine and Metabolism Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160 Derio, Spain
Rubén Gil-Redondo
Precision Medicine and Metabolism Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160 Derio, Spain
Chiara Bruzzone
Precision Medicine and Metabolism Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160 Derio, Spain
Maider Bizkarguenaga
Precision Medicine and Metabolism Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160 Derio, Spain
Madeleine K. Scammell
Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA
Samir M. Parikh
Division of Nephrology, Department of Medicine, University of Texas Southwestern Medical School, Dallas, TX 75390, USA
Oscar Millet
Precision Medicine and Metabolism Laboratory, CIC bioGUNE, Basque Research and Technology Alliance (BRTA), 48160 Derio, Spain
Daniel R. Brooks
Department of Epidemiology, Boston University School of Public Health, Boston, MA 02118, USA
David J. Friedman
Division of Nephrology, Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
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.