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Plasma protein N-glycome composition associates with postprandial lipaemic response
BACKGROUND: A dysregulated postprandial metabolic response is a risk factor for chronic diseases, including type 2 diabetes mellitus (T2DM). The plasma protein N-glycome is implicated in both lipid metabolism and T2DM risk. Hence, we first investigate the relationship between the N-glycome and postp...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10318725/ https://www.ncbi.nlm.nih.gov/pubmed/37400796 http://dx.doi.org/10.1186/s12916-023-02938-z |
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author | Louca, Panayiotis Štambuk, Tamara Frkatović-Hodžić, Azra Nogal, Ana Mangino, Massimo Berry, Sarah E. Deriš, Helena Hadjigeorgiou, George Wolf, Jonathan Vinicki, Martina Franks, Paul W. Valdes, Ana M. Spector, Tim D. Lauc, Gordan Menni, Cristina |
author_facet | Louca, Panayiotis Štambuk, Tamara Frkatović-Hodžić, Azra Nogal, Ana Mangino, Massimo Berry, Sarah E. Deriš, Helena Hadjigeorgiou, George Wolf, Jonathan Vinicki, Martina Franks, Paul W. Valdes, Ana M. Spector, Tim D. Lauc, Gordan Menni, Cristina |
author_sort | Louca, Panayiotis |
collection | PubMed |
description | BACKGROUND: A dysregulated postprandial metabolic response is a risk factor for chronic diseases, including type 2 diabetes mellitus (T2DM). The plasma protein N-glycome is implicated in both lipid metabolism and T2DM risk. Hence, we first investigate the relationship between the N-glycome and postprandial metabolism and then explore the mediatory role of the plasma N-glycome in the relationship between postprandial lipaemia and T2DM. METHODS: We included 995 individuals from the ZOE-PREDICT 1 study with plasma N-glycans measured by ultra-performance liquid chromatography at fasting and triglyceride, insulin, and glucose levels measured at fasting and following a mixed-meal challenge. Linear mixed models were used to investigate the associations between plasma protein N-glycosylation and metabolic response (fasting, postprandial (C(max)), or change from fasting). A mediation analysis was used to further explore the relationship of the N-glycome in the prediabetes (HbA1c = 39–47 mmol/mol (5.7–6.5%))–postprandial lipaemia association. RESULTS: We identified 36 out of 55 glycans significantly associated with postprandial triglycerides (C(max) β ranging from -0.28 for low-branched glycans to 0.30 for GP26) after adjusting for covariates and multiple testing (p(adjusted) < 0.05). N-glycome composition explained 12.6% of the variance in postprandial triglycerides not already explained by traditional risk factors. Twenty-seven glycans were also associated with postprandial glucose and 12 with postprandial insulin. Additionally, 3 of the postprandial triglyceride–associated glycans (GP9, GP11, and GP32) also correlate with prediabetes and partially mediate the relationship between prediabetes and postprandial triglycerides. CONCLUSIONS: This study provides a comprehensive overview of the interconnections between plasma protein N-glycosylation and postprandial responses, demonstrating the incremental predictive benefit of N-glycans. We also suggest a considerable proportion of the effect of prediabetes on postprandial triglycerides is mediated by some plasma N-glycans. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-02938-z. |
format | Online Article Text |
id | pubmed-10318725 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-103187252023-07-05 Plasma protein N-glycome composition associates with postprandial lipaemic response Louca, Panayiotis Štambuk, Tamara Frkatović-Hodžić, Azra Nogal, Ana Mangino, Massimo Berry, Sarah E. Deriš, Helena Hadjigeorgiou, George Wolf, Jonathan Vinicki, Martina Franks, Paul W. Valdes, Ana M. Spector, Tim D. Lauc, Gordan Menni, Cristina BMC Med Research Article BACKGROUND: A dysregulated postprandial metabolic response is a risk factor for chronic diseases, including type 2 diabetes mellitus (T2DM). The plasma protein N-glycome is implicated in both lipid metabolism and T2DM risk. Hence, we first investigate the relationship between the N-glycome and postprandial metabolism and then explore the mediatory role of the plasma N-glycome in the relationship between postprandial lipaemia and T2DM. METHODS: We included 995 individuals from the ZOE-PREDICT 1 study with plasma N-glycans measured by ultra-performance liquid chromatography at fasting and triglyceride, insulin, and glucose levels measured at fasting and following a mixed-meal challenge. Linear mixed models were used to investigate the associations between plasma protein N-glycosylation and metabolic response (fasting, postprandial (C(max)), or change from fasting). A mediation analysis was used to further explore the relationship of the N-glycome in the prediabetes (HbA1c = 39–47 mmol/mol (5.7–6.5%))–postprandial lipaemia association. RESULTS: We identified 36 out of 55 glycans significantly associated with postprandial triglycerides (C(max) β ranging from -0.28 for low-branched glycans to 0.30 for GP26) after adjusting for covariates and multiple testing (p(adjusted) < 0.05). N-glycome composition explained 12.6% of the variance in postprandial triglycerides not already explained by traditional risk factors. Twenty-seven glycans were also associated with postprandial glucose and 12 with postprandial insulin. Additionally, 3 of the postprandial triglyceride–associated glycans (GP9, GP11, and GP32) also correlate with prediabetes and partially mediate the relationship between prediabetes and postprandial triglycerides. CONCLUSIONS: This study provides a comprehensive overview of the interconnections between plasma protein N-glycosylation and postprandial responses, demonstrating the incremental predictive benefit of N-glycans. We also suggest a considerable proportion of the effect of prediabetes on postprandial triglycerides is mediated by some plasma N-glycans. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12916-023-02938-z. BioMed Central 2023-07-03 /pmc/articles/PMC10318725/ /pubmed/37400796 http://dx.doi.org/10.1186/s12916-023-02938-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Louca, Panayiotis Štambuk, Tamara Frkatović-Hodžić, Azra Nogal, Ana Mangino, Massimo Berry, Sarah E. Deriš, Helena Hadjigeorgiou, George Wolf, Jonathan Vinicki, Martina Franks, Paul W. Valdes, Ana M. Spector, Tim D. Lauc, Gordan Menni, Cristina Plasma protein N-glycome composition associates with postprandial lipaemic response |
title | Plasma protein N-glycome composition associates with postprandial lipaemic response |
title_full | Plasma protein N-glycome composition associates with postprandial lipaemic response |
title_fullStr | Plasma protein N-glycome composition associates with postprandial lipaemic response |
title_full_unstemmed | Plasma protein N-glycome composition associates with postprandial lipaemic response |
title_short | Plasma protein N-glycome composition associates with postprandial lipaemic response |
title_sort | plasma protein n-glycome composition associates with postprandial lipaemic response |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10318725/ https://www.ncbi.nlm.nih.gov/pubmed/37400796 http://dx.doi.org/10.1186/s12916-023-02938-z |
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