Identification of biomarkers for glycaemic deterioration in type 2 diabetes

Archive ouverte

Slieker, Roderick | Donnelly, Louise | Akalestou, Elina | Lopez-Noriega, Livia | Melhem, Rana | Güneş, Ayşim | Abou Azar, Frederic | Efanov, Alexander | Georgiadou, Eleni | Muniangi-Muhitu, Hermine | Sheikh, Mahsa | Giordano, Giuseppe | Åkerlund, Mikael | Ahlqvist, Emma | Ali, Ashfaq | Banasik, Karina | Brunak, Søren | Barovic, Marko | Bouland, Gerard | Burdet, Frédéric | Canouil, Mickaël | Dragan, Iulian | Elders, Petra | Fernandez, Celine | Festa, Andreas | Fitipaldi, Hugo | Froguel, Phillippe | Gudmundsdottir, Valborg | Gudnason, Vilmundur | Gerl, Mathias | van der Heijden, Amber | Jennings, Lori | Hansen, Michael | Kim, Min | Leclerc, Isabelle | Klose, Christian | Kuznetsov, Dmitry | Mansour Aly, Dina | Mehl, Florence | Marek, Diana | Melander, Olle | Niknejad, Anne | Ottosson, Filip | Pavo, Imre | Duffin, Kevin | Syed, Samreen | Shaw, Janice | Cabrera, Over | Pullen, Timothy | Simons, Kai | Solimena, Michele | Suvitaival, Tommi | Wretlind, Asger | Rossing, Peter | Lyssenko, Valeriya | Legido Quigley, Cristina | Groop, Leif | Thorens, Bernard | Franks, Paul | Lim, Gareth | Estall, Jennifer | Ibberson, Mark | Beulens, Joline | Pearson, Ewan | Rutter, Guy

Edité par CCSD ; Nature Publishing Group -

International audience. Abstract We identify biomarkers for disease progression in three type 2 diabetes cohorts encompassing 2,973 individuals across three molecular classes, metabolites, lipids and proteins. Homocitrulline, isoleucine and 2-aminoadipic acid, eight triacylglycerol species, and lowered sphingomyelin 42:2;2 levels are predictive of faster progression towards insulin requirement. Of ~1,300 proteins examined in two cohorts, levels of GDF15/MIC-1, IL-18Ra, CRELD1, NogoR, FAS, and ENPP7 are associated with faster progression, whilst SMAC/DIABLO, SPOCK1 and HEMK2 predict lower progression rates. In an external replication, proteins and lipids are associated with diabetes incidence and prevalence. NogoR/RTN4R injection improved glucose tolerance in high fat-fed male mice but impaired it in male db/db mice. High NogoR levels led to islet cell apoptosis, and IL-18R antagonised inflammatory IL-18 signalling towards nuclear factor kappa-B in vitro. This comprehensive, multi-disciplinary approach thus identifies biomarkers with potential prognostic utility, provides evidence for possible disease mechanisms, and identifies potential therapeutic avenues to slow diabetes progression.

Consulter en ligne

Suggestions

Du même auteur

Discovery of drug–omics associations in type 2 diabetes with generative deep-learning models

Archive ouverte | Allesøe, Rosa Lundbye | CCSD

International audience. Abstract The application of multiple omics technologies in biomedical cohorts has the potential to reveal patient-level disease characteristics and individualized response to treatment. Howev...

Genetic analysis of blood molecular phenotypes reveals common properties in the regulatory networks affecting complex traits

Archive ouverte | Brown, Andrew | CCSD

International audience. Abstract We evaluate the shared genetic regulation of mRNA molecules, proteins and metabolites derived from whole blood from 3029 human donors. We find abundant allelic heterogeneity, where m...

A reference map of potential determinants for the human serum metabolome

Archive ouverte | Bar, Noam | CCSD

International audience

Chargement des enrichissements...