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Identification of biomarkers for glycaemic deterioration in type 2 diabetes

Authors :
Roderick C. Slieker
Louise A. Donnelly
Elina Akalestou
Livia Lopez-Noriega
Rana Melhem
Ayşim Güneş
Frederic Abou Azar
Alexander Efanov
Eleni Georgiadou
Hermine Muniangi-Muhitu
Mahsa Sheikh
Giuseppe N. Giordano
Mikael Åkerlund
Emma Ahlqvist
Ashfaq Ali
Karina Banasik
Søren Brunak
Marko Barovic
Gerard A. Bouland
Frédéric Burdet
Mickaël Canouil
Iulian Dragan
Petra J. M. Elders
Celine Fernandez
Andreas Festa
Hugo Fitipaldi
Phillippe Froguel
Valborg Gudmundsdottir
Vilmundur Gudnason
Mathias J. Gerl
Amber A. van der Heijden
Lori L. Jennings
Michael K. Hansen
Min Kim
Isabelle Leclerc
Christian Klose
Dmitry Kuznetsov
Dina Mansour Aly
Florence Mehl
Diana Marek
Olle Melander
Anne Niknejad
Filip Ottosson
Imre Pavo
Kevin Duffin
Samreen K. Syed
Janice L. Shaw
Over Cabrera
Timothy J. Pullen
Kai Simons
Michele Solimena
Tommi Suvitaival
Asger Wretlind
Peter Rossing
Valeriya Lyssenko
Cristina Legido Quigley
Leif Groop
Bernard Thorens
Paul W. Franks
Gareth E. Lim
Jennifer Estall
Mark Ibberson
Joline W. J. Beulens
Leen M ’t Hart
Ewan R. Pearson
Guy A. Rutter
Epidemiology and Data Science
APH - Aging & Later Life
APH - Health Behaviors & Chronic Diseases
General practice
ACS - Diabetes & metabolism
APH - Methodology
ACS - Heart failure & arrhythmias
Source :
Slieker, R C, Donnelly, L A, Akalestou, E, Lopez-Noriega, L, Melhem, R, Güneş, A, Abou Azar, F, Efanov, A, Georgiadou, E, Muniangi-Muhitu, H, Sheikh, M, Giordano, G N, Åkerlund, M, Ahlqvist, E, Ali, A, Banasik, K, Brunak, S, Barovic, M, Bouland, G A, Burdet, F, Canouil, M, Dragan, I, Elders, P J M, Fernandez, C, Festa, A, Fitipaldi, H, Froguel, P, Gudmundsdottir, V, Gudnason, V, Gerl, M J, van der Heijden, A A, Jennings, L L, Hansen, M K, Kim, M, Leclerc, I, Klose, C, Kuznetsov, D, Mansour Aly, D, Mehl, F, Marek, D, Melander, O, Niknejad, A, Ottosson, F, Pavo, I, Duffin, K, Syed, S K, Shaw, J L, Cabrera, O, Pullen, T J, Simons, K, Solimena, M, Suvitaival, T, Wretlind, A, Rossing, P, Lyssenko, V, Legido Quigley, C, Groop, L, Thorens, B, Franks, P W, Lim, G E, Estall, J, Ibberson, M, Beulens, J W J, 't Hart, L M, Pearson, E R & Rutter, G A 2023, ' Identification of biomarkers for glycaemic deterioration in type 2 diabetes ', Nature Communications, vol. 14, 2533 . https://doi.org/10.1038/s41467-023-38148-7, Slieker, R C, Donnelly, L A, Akalestou, E, Lopez-Noriega, L, Melhem, R, Güneş, A, Abou Azar, F, Efanov, A, Georgiadou, E, Muniangi-Muhitu, H, Sheikh, M, Giordano, G N, Åkerlund, M, Ahlqvist, E, Ali, A, Banasik, K, Brunak, S R, Barovic, M, Bouland, G A, Burdet, F, Canouil, M, Dragan, I, Elders, P J M, Fernandez, C, Festa, A, Fitipaldi, H, Froguel, P, Gudmundsdottir, V, Gudnason, V, Gerl, M J, van der Heijden, A A, Jennings, L L, Hansen, M K, Kim, M, Leclerc, I, Klose, C, Kuznetsov, D, Mansour Aly, D, Mehl, F, Marek, D, Melander, O, Niknejad, A, Ottosson, F, Pavo, I, Duffin, K, Syed, S K, Shaw, J L, Cabrera, O, Pullen, T J, Simons, K, Solimena, M, Suvitaival, T, Wretlind, A, Rossing, P, Lyssenko, V, Legido Quigley, C, Groop, L, Thorens, B, Franks, P W, Lim, G E, Estall, J, Ibberson, M, Beulens, J W J, ’t Hart, L M, Pearson, E R & Rutter, G A 2023, ' Identification of biomarkers for glycaemic deterioration in type 2 diabetes ', Nature Communications, vol. 14, no. 1, 2533 . https://doi.org/10.1038/s41467-023-38148-7, Nature Communications, 14(1):2533. Nature Publishing Group UK
Publication Year :
2023

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.

Details

Language :
English
ISSN :
20411723
Database :
OpenAIRE
Journal :
Slieker, R C, Donnelly, L A, Akalestou, E, Lopez-Noriega, L, Melhem, R, Güneş, A, Abou Azar, F, Efanov, A, Georgiadou, E, Muniangi-Muhitu, H, Sheikh, M, Giordano, G N, Åkerlund, M, Ahlqvist, E, Ali, A, Banasik, K, Brunak, S, Barovic, M, Bouland, G A, Burdet, F, Canouil, M, Dragan, I, Elders, P J M, Fernandez, C, Festa, A, Fitipaldi, H, Froguel, P, Gudmundsdottir, V, Gudnason, V, Gerl, M J, van der Heijden, A A, Jennings, L L, Hansen, M K, Kim, M, Leclerc, I, Klose, C, Kuznetsov, D, Mansour Aly, D, Mehl, F, Marek, D, Melander, O, Niknejad, A, Ottosson, F, Pavo, I, Duffin, K, Syed, S K, Shaw, J L, Cabrera, O, Pullen, T J, Simons, K, Solimena, M, Suvitaival, T, Wretlind, A, Rossing, P, Lyssenko, V, Legido Quigley, C, Groop, L, Thorens, B, Franks, P W, Lim, G E, Estall, J, Ibberson, M, Beulens, J W J, 't Hart, L M, Pearson, E R & Rutter, G A 2023, ' Identification of biomarkers for glycaemic deterioration in type 2 diabetes ', Nature Communications, vol. 14, 2533 . https://doi.org/10.1038/s41467-023-38148-7, Slieker, R C, Donnelly, L A, Akalestou, E, Lopez-Noriega, L, Melhem, R, Güneş, A, Abou Azar, F, Efanov, A, Georgiadou, E, Muniangi-Muhitu, H, Sheikh, M, Giordano, G N, Åkerlund, M, Ahlqvist, E, Ali, A, Banasik, K, Brunak, S R, Barovic, M, Bouland, G A, Burdet, F, Canouil, M, Dragan, I, Elders, P J M, Fernandez, C, Festa, A, Fitipaldi, H, Froguel, P, Gudmundsdottir, V, Gudnason, V, Gerl, M J, van der Heijden, A A, Jennings, L L, Hansen, M K, Kim, M, Leclerc, I, Klose, C, Kuznetsov, D, Mansour Aly, D, Mehl, F, Marek, D, Melander, O, Niknejad, A, Ottosson, F, Pavo, I, Duffin, K, Syed, S K, Shaw, J L, Cabrera, O, Pullen, T J, Simons, K, Solimena, M, Suvitaival, T, Wretlind, A, Rossing, P, Lyssenko, V, Legido Quigley, C, Groop, L, Thorens, B, Franks, P W, Lim, G E, Estall, J, Ibberson, M, Beulens, J W J, ’t Hart, L M, Pearson, E R & Rutter, G A 2023, ' Identification of biomarkers for glycaemic deterioration in type 2 diabetes ', Nature Communications, vol. 14, no. 1, 2533 . https://doi.org/10.1038/s41467-023-38148-7, Nature Communications, 14(1):2533. Nature Publishing Group UK
Accession number :
edsair.doi.dedup.....fa1654ea5cf5cf5976c8684f5b8cb7ed