TY - JOUR
T1 - Circulating metabolic signatures of rapid and slow progression to type 1 diabetes in islet autoantibody-positive children
AU - Lamichhane, Santosh
AU - Sen, Partho
AU - Dickens, Alex M.
AU - Kråkström, Matilda
AU - Ilonen, Jorma
AU - Lempainen, Johanna
AU - Hyöty, Heikki
AU - Lahesmaa, Riitta
AU - Veijola, Riitta
AU - Toppari, Jorma
AU - Hyötyläinen, Tuulia
AU - Knip, Mikael
AU - Orešič, Matej
N1 - Publisher Copyright:
Copyright © 2023 Lamichhane, Sen, Dickens, Kråkström, Ilonen, Lempainen, Hyöty, Lahesmaa, Veijola, Toppari, Hyötyläinen, Knip and Orešič.
PY - 2023/9/6
Y1 - 2023/9/6
N2 - Aims/hypothesis: Appearance of multiple islet cell autoantibodies in early life is indicative of future progression to overt type 1 diabetes, however, at varying rates. Here, we aimed to study whether distinct metabolic patterns could be identified in rapid progressors (RP, disease manifestation within 18 months after the initial seroconversion to autoantibody positivity) vs. slow progressors (SP, disease manifestation at 60 months or later from the appearance of the first autoantibody). Methods: Longitudinal samples were collected from RP (n=25) and SP (n=41) groups at the ages of 3, 6, 12, 18, 24, or ≥ 36 months. We performed a comprehensive metabolomics study, analyzing both polar metabolites and lipids. The sample series included a total of 239 samples for lipidomics and 213 for polar metabolites. Results: We observed that metabolites mediated by gut microbiome, such as those involved in tryptophan metabolism, were the main discriminators between RP and SP. The study identified specific circulating molecules and pathways, including amino acid (threonine), sugar derivatives (hexose), and quinic acid that may define rapid vs. slow progression to type 1 diabetes. However, the circulating lipidome did not appear to play a major role in differentiating between RP and SP. Conclusion/interpretation: Our study suggests that a distinct metabolic profile is linked with the type 1 diabetes progression. The identification of specific metabolites and pathways that differentiate RP from SP may have implications for early intervention strategies to delay the development of type 1 diabetes.
AB - Aims/hypothesis: Appearance of multiple islet cell autoantibodies in early life is indicative of future progression to overt type 1 diabetes, however, at varying rates. Here, we aimed to study whether distinct metabolic patterns could be identified in rapid progressors (RP, disease manifestation within 18 months after the initial seroconversion to autoantibody positivity) vs. slow progressors (SP, disease manifestation at 60 months or later from the appearance of the first autoantibody). Methods: Longitudinal samples were collected from RP (n=25) and SP (n=41) groups at the ages of 3, 6, 12, 18, 24, or ≥ 36 months. We performed a comprehensive metabolomics study, analyzing both polar metabolites and lipids. The sample series included a total of 239 samples for lipidomics and 213 for polar metabolites. Results: We observed that metabolites mediated by gut microbiome, such as those involved in tryptophan metabolism, were the main discriminators between RP and SP. The study identified specific circulating molecules and pathways, including amino acid (threonine), sugar derivatives (hexose), and quinic acid that may define rapid vs. slow progression to type 1 diabetes. However, the circulating lipidome did not appear to play a major role in differentiating between RP and SP. Conclusion/interpretation: Our study suggests that a distinct metabolic profile is linked with the type 1 diabetes progression. The identification of specific metabolites and pathways that differentiate RP from SP may have implications for early intervention strategies to delay the development of type 1 diabetes.
KW - birth cohort
KW - gut microbial metabolites
KW - lipidomics
KW - metabolomics
KW - type 1 diabetes mellitus
UR - http://www.scopus.com/inward/record.url?scp=85171890067&partnerID=8YFLogxK
U2 - 10.3389/fendo.2023.1211015
DO - 10.3389/fendo.2023.1211015
M3 - Article
AN - SCOPUS:85171890067
SN - 1664-2392
VL - 14
JO - Frontiers in Endocrinology
JF - Frontiers in Endocrinology
M1 - 1211015
ER -