TY - JOUR
T1 - Metabolic subtypes of patients with NAFLD exhibit distinctive cardiovascular risk profiles
AU - Martínez-Arranz, Ibon
AU - Bruzzone, Chiara
AU - Noureddin, Mazen
AU - Gil-Redondo, Ruben
AU - Mincholé, Itziar
AU - Bizkarguenaga, Maider
AU - Arretxe, Enara
AU - Iruarrizaga-Lejarreta, Marta
AU - Fernández-Ramos, David
AU - Lopitz-Otsoa, Fernando
AU - Mayo, Rebeca
AU - Embade, Nieves
AU - Newberry, Elizabeth
AU - Mittendorf, Bettina
AU - Izquierdo-Sánchez, Laura
AU - Smid, Vaclav
AU - Arnold, Jorge
AU - Iruzubieta, Paula
AU - Pérez Castaño, Ylenia
AU - Krawczyk, Marcin
AU - Marigorta, Urko M.
AU - Morrison, Martine C.
AU - Kleemann, Robert
AU - Martín-Duce, Antonio
AU - Hayardeny, Liat
AU - Vitek, Libor
AU - Bruha, Radan
AU - Aller de la Fuente, Rocío
AU - Crespo, Javier
AU - Romero-Gomez, Manuel
AU - Banales, Jesus M.
AU - Arrese, Marco
AU - Cusi, Kenneth
AU - Bugianesi, Elisabetta
AU - Klein, Samuel
AU - Lu, Shelly C.
AU - Anstee, Quentin M.
AU - Millet, Oscar
AU - Davidson, Nicholas O.
AU - Alonso, Cristina
AU - Mato, José M.
N1 - Funding Information:
National Institutes of Health (R01DK123763, R01DK119437, HL151328, P30DK52574, P30DK56341, and UL1TR002345); Ministerio de Economía y Competitividad de España (SAF2017-88041-R); Ministerio de Economía y Competitividad de España for the Severo Ochoa Excellence Accreditation (SEV-2016-0644); CIBERehd (Biomedical Research Center in Hepatic and Digestive Diseases) and Netherlands Organization for Applied Scientific Research Program (PMC13 and PMC15); Spanish Carlos III Health Institute (PI15/01132 and PI18/01075); Miguel Servet Program (CON14/00129 and CPII19/00008); Fondo Europeo de Desarrollo Regional, CIBERehd, Department of Industry of the Basque Country (Elkartek: KK-2020/00008); La Caixa Scientific Foundation (HR17-00601); Liver Investigation: Testing Marker Utility in Steatohepatitis consortium funded by the Innovative Medicines Initiative Program of the European Union (777377), which receives support from the European Union’s Horizon 2020 research and innovation programme and EFPIA; Newcastle NIHR Biomedical Research Center; Czech Ministry of Health (RVO-VFN64165/2020); Fondo Nacional De Ciencia y Tecnología de Chile (1191145); and the Comisión Nacional de Investigación, Ciencia y Tecnología (AFB170005, CARE Chile UC); Agencia Nacional de Investigación y Desarrollo (ANID ACE 210009); European Union's Horizon 2020 Research and Innovation Program (825510).
Funding Information:
Dr. Alonso is employed by OWL Metabolomics. Dr. Anstee is the coordinator of the EU IMI‐2 LITMUS consortium. He received grants from, consults for, and is on the speaker’s bureau for Allergan. He received grants from and consults for AstraZeneca, Boehringer Ingelheim, Intercept, Novartis, and Pfizer. He consults for and is on the speakers’ bureau for BMS, Genfit SA, and Gilead. He consults for 89 Bio, Abbvie, Akero, Altimentiv, Alitimmune, Axcella, Blade, BNN Cardio, Cirius, CymaBay, EcoR1, E3Bio, Eli Lilly & Company Ltd, Galmed, Genentech, Grunthal, HistoIndex, Indalo, Inventiva, IQVIA, Janssen, Johnson & Johnson, Madrigal, MedImmune, Medpace, Merck, Metacrine, NGMBio, North Sea Therapeutics, Novo Nordisk, PathAI, Poxel, ProSciento, Raptor Pharma, Roche, Servier, Shionogi, Terns, The Medicines Company, and Viking Therapeutics. He is on the speakers’ bureau for Abbott Laboratories, Clinical Care Options, Falk, Fishawack, Integritas Communications, Kenes, and Medscape. He received grants from GlaxoSmithKline and Glympse Bio. He receives royalties from Elsevier. Dr. Arretxe is employed by OWL Metabolomics. Dr. Banales advises OWL Metabolomics. Dr. Bugianesi consults for and received grants from Gilead. She consults for NovoNordisk, Lilly, and Merck. Dr. Crespo is on the speakers’ bureau for Intercept and Shionogui. He received grants from Gilead and AbbVie. Dr. Cusi consults for Arrowhead, AstraZeneca, 89 Bio, Lilly, Madrigal, and Quest. He advises Sagimet, Sonic Incytes, and Terns. He received grants from Echosens, Inventiva, Novo, Poxel, and Labcorp. Dr. Iruarrizaga‐Lejarreta is employed by OWL Metabolomics. Dr. Hayardeny owns stock in and is employed by Galmed. Dr. Mato consults and advises Abbott. He owns stock in, consults for, and advises OWL Metabolomics. He consults for Galmed. Dr. mayo is employed by OWL Metabolomics. Mr. Martinez‐Arranz is employed by OWL Metabolomics. Mrs. Mincholé is employed by OWL Metabolomics. Dr. Noureddin owns stock in and received grants from Viking. He advises and received grants from Gilead, Madrigal, and Pfizer. He consults for Perspectum. He advises 89 Bio, Altimmune, CohBar, Cytodyn, Intercept, Novo Nordisk, Blade, EchoSens, Fractyl, NorthSea, Terns, Siemens, and Roche. He received grants from Allergan, BMS, Galmed, Galectin, Genfit, Conatus, Enanta, Novartis, Shire, and Zydus. He owns stock in Anaetos and Rivus Pharma.
Funding Information:
National Institutes of Health (R01DK123763, R01DK119437, HL151328, P30DK52574, P30DK56341, and UL1TR002345); Ministerio de Economía y Competitividad de España (SAF2017‐88041‐R); Ministerio de Economía y Competitividad de España for the Severo Ochoa Excellence Accreditation (SEV‐2016‐0644); CIBERehd (Biomedical Research Center in Hepatic and Digestive Diseases) and Netherlands Organization for Applied Scientific Research Program (PMC13 and PMC15); Spanish Carlos III Health Institute (PI15/01132 and PI18/01075); Miguel Servet Program (CON14/00129 and CPII19/00008); Fondo Europeo de Desarrollo Regional, CIBERehd, Department of Industry of the Basque Country (Elkartek: KK‐2020/00008); La Caixa Scientific Foundation (HR17‐00601); Liver Investigation: Testing Marker Utility in Steatohepatitis consortium funded by the Innovative Medicines Initiative Program of the European Union (777377), which receives support from the European Union’s Horizon 2020 research and innovation programme and EFPIA; Newcastle NIHR Biomedical Research Center; Czech Ministry of Health (RVO‐VFN64165/2020); Fondo Nacional De Ciencia y Tecnología de Chile (1191145); and the Comisión Nacional de Investigación, Ciencia y Tecnología (AFB170005, CARE Chile UC); Agencia Nacional de Investigación y Desarrollo (ANID ACE 210009); European Union's Horizon 2020 Research and Innovation Program (825510). de novo
Publisher Copyright:
© 2022 The Authors. Hepatology published by Wiley Periodicals LLC on behalf of American Association for the Study of Liver Diseases.
PY - 2022/10
Y1 - 2022/10
N2 - Background and Aims: We previously identified subsets of patients with NAFLD with different metabolic phenotypes. Here we align metabolomic signatures with cardiovascular disease (CVD) and genetic risk factors. Approach and Results: We analyzed serum metabolome from 1154 individuals with biopsy-proven NAFLD, and from four mouse models of NAFLD with impaired VLDL-triglyceride (TG) secretion, and one with normal VLDL-TG secretion. We identified three metabolic subtypes: A (47%), B (27%), and C (26%). Subtype A phenocopied the metabolome of mice with impaired VLDL-TG secretion; subtype C phenocopied the metabolome of mice with normal VLDL-TG; and subtype B showed an intermediate signature. The percent of patients with NASH and fibrosis was comparable among subtypes, although subtypes B and C exhibited higher liver enzymes. Serum VLDL-TG levels and secretion rate were lower among subtype A compared with subtypes B and C. Subtype A VLDL-TG and VLDL–apolipoprotein B concentrations were independent of steatosis, whereas subtypes B and C showed an association with these parameters. Serum TG, cholesterol, VLDL, small dense LDL5,6, and remnant lipoprotein cholesterol were lower among subtype A compared with subtypes B and C. The 10-year high risk of CVD, measured with the Framingham risk score, and the frequency of patatin-like phospholipase domain-containing protein 3 NAFLD risk allele were lower in subtype A. Conclusions: Metabolomic signatures identify three NAFLD subgroups, independent of histological disease severity. These signatures align with known CVD and genetic risk factors, with subtype A exhibiting a lower CVD risk profile. This may account for the variation in hepatic versus cardiovascular outcomes, offering clinically relevant risk stratification.
AB - Background and Aims: We previously identified subsets of patients with NAFLD with different metabolic phenotypes. Here we align metabolomic signatures with cardiovascular disease (CVD) and genetic risk factors. Approach and Results: We analyzed serum metabolome from 1154 individuals with biopsy-proven NAFLD, and from four mouse models of NAFLD with impaired VLDL-triglyceride (TG) secretion, and one with normal VLDL-TG secretion. We identified three metabolic subtypes: A (47%), B (27%), and C (26%). Subtype A phenocopied the metabolome of mice with impaired VLDL-TG secretion; subtype C phenocopied the metabolome of mice with normal VLDL-TG; and subtype B showed an intermediate signature. The percent of patients with NASH and fibrosis was comparable among subtypes, although subtypes B and C exhibited higher liver enzymes. Serum VLDL-TG levels and secretion rate were lower among subtype A compared with subtypes B and C. Subtype A VLDL-TG and VLDL–apolipoprotein B concentrations were independent of steatosis, whereas subtypes B and C showed an association with these parameters. Serum TG, cholesterol, VLDL, small dense LDL5,6, and remnant lipoprotein cholesterol were lower among subtype A compared with subtypes B and C. The 10-year high risk of CVD, measured with the Framingham risk score, and the frequency of patatin-like phospholipase domain-containing protein 3 NAFLD risk allele were lower in subtype A. Conclusions: Metabolomic signatures identify three NAFLD subgroups, independent of histological disease severity. These signatures align with known CVD and genetic risk factors, with subtype A exhibiting a lower CVD risk profile. This may account for the variation in hepatic versus cardiovascular outcomes, offering clinically relevant risk stratification.
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U2 - 10.1002/hep.32427
DO - 10.1002/hep.32427
M3 - Article
C2 - 35220605
AN - SCOPUS:85126349737
SN - 0270-9139
VL - 76
SP - 1121
EP - 1134
JO - Hepatology
JF - Hepatology
IS - 4
ER -