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Glycated Proteins, Glycine, Acetate, and Monounsaturated Fatty Acids May Act as New Biomarkers to Predict the Progression of Type 2 Diabetes: Secondary Analyses of a Randomized Controlled Trial
Food protein or food-derived peptides may regulate blood glucose levels; however, studies have shown inconsistent results. The aim of the present study was to characterize subgroups of individuals with increased risk of type 2 diabetes (T2D) and to investigate the cardiometabolic effects of fish pro...
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Published in: | Nutrients 2022-12, Vol.14 (23), p.5165 |
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container_title | Nutrients |
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creator | Canet, Francisco Christensen, Jacob J Victor, Victor M Hustad, Kristin S Ottestad, Inger Rundblad, Amanda Sæther, Thomas Dalen, Knut Tomas Ulven, Stine M Holven, Kirsten B Telle-Hansen, Vibeke H |
description | Food protein or food-derived peptides may regulate blood glucose levels; however, studies have shown inconsistent results. The aim of the present study was to characterize subgroups of individuals with increased risk of type 2 diabetes (T2D) and to investigate the cardiometabolic effects of fish protein in the same subgroups. We first divided participants into high insulin
and low insulin
subjects based on their insulin incremental area under the curve (iAUC) levels after a 2 h oral glucose tolerance test (OGTT), and secondly based on whether they had received 5.2 g salmon fish protein or placebo for 8 weeks, in a previously conducted randomized controlled trial (RCT). We then profiled these groups by analyzing plasma metabolomics and peripheral blood mononuclear cell (PBMC) gene expression. Compared to the low insulin
group, the high insulin
group had higher plasma concentrations of monounsaturated fatty acids (MUFAs) and glycated proteins (GlycA) and lower concentrations of glycine and acetate. After intervention with fish protein compared to placebo, however, only acetate was significantly increased in the low insulin
group. In conclusion, we identified metabolic biomarkers known to be associated with T2D; also, intervention with fish protein did not affect cardiometabolic risk markers in subgroups with increased risk of T2D. |
doi_str_mv | 10.3390/nu14235165 |
format | article |
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and low insulin
subjects based on their insulin incremental area under the curve (iAUC) levels after a 2 h oral glucose tolerance test (OGTT), and secondly based on whether they had received 5.2 g salmon fish protein or placebo for 8 weeks, in a previously conducted randomized controlled trial (RCT). We then profiled these groups by analyzing plasma metabolomics and peripheral blood mononuclear cell (PBMC) gene expression. Compared to the low insulin
group, the high insulin
group had higher plasma concentrations of monounsaturated fatty acids (MUFAs) and glycated proteins (GlycA) and lower concentrations of glycine and acetate. After intervention with fish protein compared to placebo, however, only acetate was significantly increased in the low insulin
group. In conclusion, we identified metabolic biomarkers known to be associated with T2D; also, intervention with fish protein did not affect cardiometabolic risk markers in subgroups with increased risk of T2D.</description><identifier>ISSN: 2072-6643</identifier><identifier>EISSN: 2072-6643</identifier><identifier>DOI: 10.3390/nu14235165</identifier><identifier>PMID: 36501195</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Acetates ; Acetic acid ; Amino acids ; Animals ; Biological markers ; Biomarkers ; Blood ; Blood glucose ; Blood Glucose - metabolism ; Cholesterol ; Development and progression ; Diabetes ; Diabetes mellitus ; Diabetes mellitus (non-insulin dependent) ; Diabetes Mellitus, Type 2 ; Fatty acids ; Fatty Acids, Monounsaturated ; Fish Proteins ; Gene expression ; Glucose ; Glucose tolerance ; Glycated Proteins ; Glycine ; Glycosylated hemoglobin ; Health aspects ; Health risks ; High density lipoprotein ; Insulin ; Insulin resistance ; Intervention ; Laboratories ; Lifestyles ; Lipoproteins ; Metabolic syndrome ; Metabolites ; Metabolomics ; Peptides ; Peripheral blood mononuclear cells ; Physiological aspects ; Placebos ; Plasma ; Prognosis ; Proteins ; Quality control ; Risk ; Salmon ; Subgroups ; Triglycerides ; Type 2 diabetes ; Unsaturated fatty acids</subject><ispartof>Nutrients, 2022-12, Vol.14 (23), p.5165</ispartof><rights>COPYRIGHT 2022 MDPI AG</rights><rights>2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>info:eu-repo/semantics/openAccess</rights><rights>2022 by the authors. 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c498t-1315a371a0bf1ad1f76ab4c7843036569ba3ac17c9860b9392d26dabc434c15c3</citedby><cites>FETCH-LOGICAL-c498t-1315a371a0bf1ad1f76ab4c7843036569ba3ac17c9860b9392d26dabc434c15c3</cites><orcidid>0000-0003-4976-3810 ; 0000-0002-8674-9703 ; 0000-0002-6626-2762 ; 0000-0003-0874-1420 ; 0000-0002-3027-3945</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2748552899/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2748552899?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25751,26565,27922,27923,37010,37011,44588,53789,53791,74896</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36501195$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Canet, Francisco</creatorcontrib><creatorcontrib>Christensen, Jacob J</creatorcontrib><creatorcontrib>Victor, Victor M</creatorcontrib><creatorcontrib>Hustad, Kristin S</creatorcontrib><creatorcontrib>Ottestad, Inger</creatorcontrib><creatorcontrib>Rundblad, Amanda</creatorcontrib><creatorcontrib>Sæther, Thomas</creatorcontrib><creatorcontrib>Dalen, Knut Tomas</creatorcontrib><creatorcontrib>Ulven, Stine M</creatorcontrib><creatorcontrib>Holven, Kirsten B</creatorcontrib><creatorcontrib>Telle-Hansen, Vibeke H</creatorcontrib><title>Glycated Proteins, Glycine, Acetate, and Monounsaturated Fatty Acids May Act as New Biomarkers to Predict the Progression of Type 2 Diabetes: Secondary Analyses of a Randomized Controlled Trial</title><title>Nutrients</title><addtitle>Nutrients</addtitle><description>Food protein or food-derived peptides may regulate blood glucose levels; however, studies have shown inconsistent results. The aim of the present study was to characterize subgroups of individuals with increased risk of type 2 diabetes (T2D) and to investigate the cardiometabolic effects of fish protein in the same subgroups. We first divided participants into high insulin
and low insulin
subjects based on their insulin incremental area under the curve (iAUC) levels after a 2 h oral glucose tolerance test (OGTT), and secondly based on whether they had received 5.2 g salmon fish protein or placebo for 8 weeks, in a previously conducted randomized controlled trial (RCT). We then profiled these groups by analyzing plasma metabolomics and peripheral blood mononuclear cell (PBMC) gene expression. Compared to the low insulin
group, the high insulin
group had higher plasma concentrations of monounsaturated fatty acids (MUFAs) and glycated proteins (GlycA) and lower concentrations of glycine and acetate. After intervention with fish protein compared to placebo, however, only acetate was significantly increased in the low insulin
group. In conclusion, we identified metabolic biomarkers known to be associated with T2D; also, intervention with fish protein did not affect cardiometabolic risk markers in subgroups with increased risk of T2D.</description><subject>Acetates</subject><subject>Acetic acid</subject><subject>Amino acids</subject><subject>Animals</subject><subject>Biological markers</subject><subject>Biomarkers</subject><subject>Blood</subject><subject>Blood glucose</subject><subject>Blood Glucose - metabolism</subject><subject>Cholesterol</subject><subject>Development and progression</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Diabetes mellitus (non-insulin dependent)</subject><subject>Diabetes Mellitus, Type 2</subject><subject>Fatty acids</subject><subject>Fatty Acids, Monounsaturated</subject><subject>Fish Proteins</subject><subject>Gene expression</subject><subject>Glucose</subject><subject>Glucose tolerance</subject><subject>Glycated Proteins</subject><subject>Glycine</subject><subject>Glycosylated hemoglobin</subject><subject>Health aspects</subject><subject>Health risks</subject><subject>High density lipoprotein</subject><subject>Insulin</subject><subject>Insulin resistance</subject><subject>Intervention</subject><subject>Laboratories</subject><subject>Lifestyles</subject><subject>Lipoproteins</subject><subject>Metabolic syndrome</subject><subject>Metabolites</subject><subject>Metabolomics</subject><subject>Peptides</subject><subject>Peripheral blood mononuclear cells</subject><subject>Physiological aspects</subject><subject>Placebos</subject><subject>Plasma</subject><subject>Prognosis</subject><subject>Proteins</subject><subject>Quality control</subject><subject>Risk</subject><subject>Salmon</subject><subject>Subgroups</subject><subject>Triglycerides</subject><subject>Type 2 diabetes</subject><subject>Unsaturated fatty 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Proteins, Glycine, Acetate, and Monounsaturated Fatty Acids May Act as New Biomarkers to Predict the Progression of Type 2 Diabetes: Secondary Analyses of a Randomized Controlled Trial</title><author>Canet, Francisco ; Christensen, Jacob J ; Victor, Victor M ; Hustad, Kristin S ; Ottestad, Inger ; Rundblad, Amanda ; Sæther, Thomas ; Dalen, Knut Tomas ; Ulven, Stine M ; Holven, Kirsten B ; Telle-Hansen, Vibeke H</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c498t-1315a371a0bf1ad1f76ab4c7843036569ba3ac17c9860b9392d26dabc434c15c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Acetates</topic><topic>Acetic acid</topic><topic>Amino acids</topic><topic>Animals</topic><topic>Biological markers</topic><topic>Biomarkers</topic><topic>Blood</topic><topic>Blood glucose</topic><topic>Blood Glucose - metabolism</topic><topic>Cholesterol</topic><topic>Development and progression</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>Diabetes mellitus (non-insulin dependent)</topic><topic>Diabetes Mellitus, Type 2</topic><topic>Fatty acids</topic><topic>Fatty Acids, Monounsaturated</topic><topic>Fish Proteins</topic><topic>Gene expression</topic><topic>Glucose</topic><topic>Glucose tolerance</topic><topic>Glycated Proteins</topic><topic>Glycine</topic><topic>Glycosylated hemoglobin</topic><topic>Health aspects</topic><topic>Health risks</topic><topic>High density lipoprotein</topic><topic>Insulin</topic><topic>Insulin resistance</topic><topic>Intervention</topic><topic>Laboratories</topic><topic>Lifestyles</topic><topic>Lipoproteins</topic><topic>Metabolic syndrome</topic><topic>Metabolites</topic><topic>Metabolomics</topic><topic>Peptides</topic><topic>Peripheral blood mononuclear cells</topic><topic>Physiological aspects</topic><topic>Placebos</topic><topic>Plasma</topic><topic>Prognosis</topic><topic>Proteins</topic><topic>Quality control</topic><topic>Risk</topic><topic>Salmon</topic><topic>Subgroups</topic><topic>Triglycerides</topic><topic>Type 2 diabetes</topic><topic>Unsaturated fatty acids</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Canet, Francisco</creatorcontrib><creatorcontrib>Christensen, Jacob J</creatorcontrib><creatorcontrib>Victor, Victor M</creatorcontrib><creatorcontrib>Hustad, Kristin S</creatorcontrib><creatorcontrib>Ottestad, Inger</creatorcontrib><creatorcontrib>Rundblad, Amanda</creatorcontrib><creatorcontrib>Sæther, Thomas</creatorcontrib><creatorcontrib>Dalen, Knut Tomas</creatorcontrib><creatorcontrib>Ulven, Stine M</creatorcontrib><creatorcontrib>Holven, Kirsten B</creatorcontrib><creatorcontrib>Telle-Hansen, Vibeke H</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE 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Inger</au><au>Rundblad, Amanda</au><au>Sæther, Thomas</au><au>Dalen, Knut Tomas</au><au>Ulven, Stine M</au><au>Holven, Kirsten B</au><au>Telle-Hansen, Vibeke H</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Glycated Proteins, Glycine, Acetate, and Monounsaturated Fatty Acids May Act as New Biomarkers to Predict the Progression of Type 2 Diabetes: Secondary Analyses of a Randomized Controlled Trial</atitle><jtitle>Nutrients</jtitle><addtitle>Nutrients</addtitle><date>2022-12-05</date><risdate>2022</risdate><volume>14</volume><issue>23</issue><spage>5165</spage><pages>5165-</pages><issn>2072-6643</issn><eissn>2072-6643</eissn><abstract>Food protein or food-derived peptides may regulate blood glucose levels; however, studies have shown inconsistent results. The aim of the present study was to characterize subgroups of individuals with increased risk of type 2 diabetes (T2D) and to investigate the cardiometabolic effects of fish protein in the same subgroups. We first divided participants into high insulin
and low insulin
subjects based on their insulin incremental area under the curve (iAUC) levels after a 2 h oral glucose tolerance test (OGTT), and secondly based on whether they had received 5.2 g salmon fish protein or placebo for 8 weeks, in a previously conducted randomized controlled trial (RCT). We then profiled these groups by analyzing plasma metabolomics and peripheral blood mononuclear cell (PBMC) gene expression. Compared to the low insulin
group, the high insulin
group had higher plasma concentrations of monounsaturated fatty acids (MUFAs) and glycated proteins (GlycA) and lower concentrations of glycine and acetate. After intervention with fish protein compared to placebo, however, only acetate was significantly increased in the low insulin
group. In conclusion, we identified metabolic biomarkers known to be associated with T2D; also, intervention with fish protein did not affect cardiometabolic risk markers in subgroups with increased risk of T2D.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>36501195</pmid><doi>10.3390/nu14235165</doi><orcidid>https://orcid.org/0000-0003-4976-3810</orcidid><orcidid>https://orcid.org/0000-0002-8674-9703</orcidid><orcidid>https://orcid.org/0000-0002-6626-2762</orcidid><orcidid>https://orcid.org/0000-0003-0874-1420</orcidid><orcidid>https://orcid.org/0000-0002-3027-3945</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Acetates Acetic acid Amino acids Animals Biological markers Biomarkers Blood Blood glucose Blood Glucose - metabolism Cholesterol Development and progression Diabetes Diabetes mellitus Diabetes mellitus (non-insulin dependent) Diabetes Mellitus, Type 2 Fatty acids Fatty Acids, Monounsaturated Fish Proteins Gene expression Glucose Glucose tolerance Glycated Proteins Glycine Glycosylated hemoglobin Health aspects Health risks High density lipoprotein Insulin Insulin resistance Intervention Laboratories Lifestyles Lipoproteins Metabolic syndrome Metabolites Metabolomics Peptides Peripheral blood mononuclear cells Physiological aspects Placebos Plasma Prognosis Proteins Quality control Risk Salmon Subgroups Triglycerides Type 2 diabetes Unsaturated fatty acids |
title | Glycated Proteins, Glycine, Acetate, and Monounsaturated Fatty Acids May Act as New Biomarkers to Predict the Progression of Type 2 Diabetes: Secondary Analyses of a Randomized Controlled Trial |
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