Iron status influences non-alcoholic fatty liver disease in obesity through the gut microbiome
Jordi Mayneris-Perxachs,
Marina Cardellini,
Lesley Hoyles,
Jèssica Latorre,
Francesca Davato,
José Maria Moreno-Navarrete,
María Arnoriaga-Rodríguez,
Matteo Serino,
James Abbott,
Richard H. Barton,
Josep Puig,
Xavier Fernández-Real,
Wifredo Ricart,
Christopher Tomlinson,
Mark Woodbridge,
Paolo Gentileschi,
Sarah A. Butcher,
Elaine Holmes,
Jeremy K. Nicholson,
Vicente Pérez-Brocal,
Andrés Moya,
Donald Mc Clain,
Rémy Burcelin,
Marc-Emmanuel Dumas,
Massimo Federici,
José-Manuel Fernández-Real
Affiliations
Jordi Mayneris-Perxachs
Department of Endocrinology, Diabetes and Nutrition, Hospital of Girona “Dr Josep Trueta”
Marina Cardellini
Department of Systems Medicine, University of Rome Tor Vergata
Lesley Hoyles
Section of Biomolecular Medicine, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London
Jèssica Latorre
Department of Endocrinology, Diabetes and Nutrition, Hospital of Girona “Dr Josep Trueta”
Francesca Davato
Department of Systems Medicine, University of Rome Tor Vergata
José Maria Moreno-Navarrete
Department of Endocrinology, Diabetes and Nutrition, Hospital of Girona “Dr Josep Trueta”
María Arnoriaga-Rodríguez
Department of Endocrinology, Diabetes and Nutrition, Hospital of Girona “Dr Josep Trueta”
Matteo Serino
Institut National de la Santé et de la Recherche Médicale (INSERM)
James Abbott
Section of Biomolecular Medicine, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London
Richard H. Barton
Section of Biomolecular Medicine, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London
Josep Puig
Department of Endocrinology, Diabetes and Nutrition, Hospital of Girona “Dr Josep Trueta”
Xavier Fernández-Real
EPFL
Wifredo Ricart
Department of Endocrinology, Diabetes and Nutrition, Hospital of Girona “Dr Josep Trueta”
Christopher Tomlinson
Section of Biomolecular Medicine, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London
Mark Woodbridge
Section of Biomolecular Medicine, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London
Paolo Gentileschi
Department of Surgery, University of Rome Tor Vergata
Sarah A. Butcher
Section of Biomolecular Medicine, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London
Elaine Holmes
Section of Biomolecular Medicine, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London
Jeremy K. Nicholson
Section of Biomolecular Medicine, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London
Vicente Pérez-Brocal
Unidad Mixta de Investigación en Genómica y Salud, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (FISABIO) and Instituto de Biología Integrativa de Sistemas, Universitat de València and Consejo Superior de Investigaciones Científicas (CSIC)
Andrés Moya
Unidad Mixta de Investigación en Genómica y Salud, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (FISABIO) and Instituto de Biología Integrativa de Sistemas, Universitat de València and Consejo Superior de Investigaciones Científicas (CSIC)
Donald Mc Clain
Department of Internal Medicine, Wake Forest School of Medicine
Rémy Burcelin
Institut National de la Santé et de la Recherche Médicale (INSERM)
Marc-Emmanuel Dumas
Section of Biomolecular Medicine, Division of Systems Medicine, Department of Metabolism, Digestion and Reproduction, Imperial College London
Massimo Federici
Department of Systems Medicine, University of Rome Tor Vergata
José-Manuel Fernández-Real
Department of Endocrinology, Diabetes and Nutrition, Hospital of Girona “Dr Josep Trueta”
Abstract Background The gut microbiome and iron status are known to play a role in the pathophysiology of non-alcoholic fatty liver disease (NAFLD), although their complex interaction remains unclear. Results Here, we applied an integrative systems medicine approach (faecal metagenomics, plasma and urine metabolomics, hepatic transcriptomics) in 2 well-characterised human cohorts of subjects with obesity (discovery n = 49 and validation n = 628) and an independent cohort formed by both individuals with and without obesity (n = 130), combined with in vitro and animal models. Serum ferritin levels, as a markers of liver iron stores, were positively associated with liver fat accumulation in parallel with lower gut microbial gene richness, composition and functionality. Specifically, ferritin had strong negative associations with the Pasteurellaceae, Leuconostocaceae and Micrococcaea families. It also had consistent negative associations with several Veillonella, Bifidobacterium and Lactobacillus species, but positive associations with Bacteroides and Prevotella spp. Notably, the ferritin-associated bacterial families had a strong correlation with iron-related liver genes. In addition, several bacterial functions related to iron metabolism (transport, chelation, heme and siderophore biosynthesis) and NAFLD (fatty acid and glutathione biosynthesis) were also associated with the host serum ferritin levels. This iron-related microbiome signature was linked to a transcriptomic and metabolomic signature associated to the degree of liver fat accumulation through hepatic glucose metabolism. In particular, we found a consistent association among serum ferritin, Pasteurellaceae and Micrococcacea families, bacterial functions involved in histidine transport, the host circulating histidine levels and the liver expression of GYS2 and SEC24B. Serum ferritin was also related to bacterial glycine transporters, the host glycine serum levels and the liver expression of glycine transporters. The transcriptomic findings were replicated in human primary hepatocytes, where iron supplementation also led to triglycerides accumulation and induced the expression of lipid and iron metabolism genes in synergy with palmitic acid. We further explored the direct impact of the microbiome on iron metabolism and liver fact accumulation through transplantation of faecal microbiota into recipient’s mice. In line with the results in humans, transplantation from ‘high ferritin donors’ resulted in alterations in several genes related to iron metabolism and fatty acid accumulation in recipient’s mice. Conclusions Altogether, a significant interplay among the gut microbiome, iron status and liver fat accumulation is revealed, with potential significance for target therapies. Video abstract