Loading…

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...

Full description

Saved in:
Bibliographic Details
Published in:Nutrients 2022-12, Vol.14 (23), p.5165
Main Authors: 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
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c498t-1315a371a0bf1ad1f76ab4c7843036569ba3ac17c9860b9392d26dabc434c15c3
cites cdi_FETCH-LOGICAL-c498t-1315a371a0bf1ad1f76ab4c7843036569ba3ac17c9860b9392d26dabc434c15c3
container_end_page
container_issue 23
container_start_page 5165
container_title Nutrients
container_volume 14
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
fullrecord <record><control><sourceid>gale_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9738624</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><galeid>A746323636</galeid><sourcerecordid>A746323636</sourcerecordid><originalsourceid>FETCH-LOGICAL-c498t-1315a371a0bf1ad1f76ab4c7843036569ba3ac17c9860b9392d26dabc434c15c3</originalsourceid><addsrcrecordid>eNptkttu1DAQhiMEotXSGx4AWeIGod3iQ-IkXCAtCy1ILSBYrq2JM9m6JPZiO6Dl7XgzHHpG2JI98nz-ZzyeLHvM6KEQNX1hR5ZzUTBZ3Mv2OS35Qspc3L9l72UHIZzTaZS0lOJhtidkQRmri_3s93G_0xCxJZ-8i2hsmJPpyFick6XGmHxzArYlp8660QaIo__LH0GMu4SYNpBTmKxIIJAP-JO8Nm4A_w19INElYWxNcsYznIJsPIZgnCWuI-vdFgknbww0GDG8JF9QO9uCT3IW-l3AMGFAPqcM3GB-pbgrZ6N3fZ_MtTfQP8oedNAHPLjcZ9nXo7fr1bvFycfj96vlyULndRUXTLACRMmANh2DlnWlhCbXZZULmsoh6wYEaFbqupK0qUXNWy5baHQucs0KLWbZqwvd7dgM2GpMaUCvtt6kt-6UA6Pueqw5Uxv3Q9WlqCTPkwC5ENDehGisss6DYrQqeFopq0VCnl3G8O77iCGqwQSNfQ8W3RgULwshWMX5hD79Bz13o09Fm6i8Kgpe1fUNtYEelbGdS6npSVQty1wKLmSas-zwP1SaLQ4mfQh2Jp3fufD86ikuBI_ddRkYVVNbqpu2TPCT24W7Rq-aUPwB9ZfbzQ</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2748552899</pqid></control><display><type>article</type><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><source>PubMed Central (Open Access)</source><source>NORA - Norwegian Open Research Archives</source><source>Publicly Available Content Database</source><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</creator><creatorcontrib>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</creatorcontrib><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><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 acids</subject><issn>2072-6643</issn><issn>2072-6643</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>3HK</sourceid><recordid>eNptkttu1DAQhiMEotXSGx4AWeIGod3iQ-IkXCAtCy1ILSBYrq2JM9m6JPZiO6Dl7XgzHHpG2JI98nz-ZzyeLHvM6KEQNX1hR5ZzUTBZ3Mv2OS35Qspc3L9l72UHIZzTaZS0lOJhtidkQRmri_3s93G_0xCxJZ-8i2hsmJPpyFick6XGmHxzArYlp8660QaIo__LH0GMu4SYNpBTmKxIIJAP-JO8Nm4A_w19INElYWxNcsYznIJsPIZgnCWuI-vdFgknbww0GDG8JF9QO9uCT3IW-l3AMGFAPqcM3GB-pbgrZ6N3fZ_MtTfQP8oedNAHPLjcZ9nXo7fr1bvFycfj96vlyULndRUXTLACRMmANh2DlnWlhCbXZZULmsoh6wYEaFbqupK0qUXNWy5baHQucs0KLWbZqwvd7dgM2GpMaUCvtt6kt-6UA6Pueqw5Uxv3Q9WlqCTPkwC5ENDehGisss6DYrQqeFopq0VCnl3G8O77iCGqwQSNfQ8W3RgULwshWMX5hD79Bz13o09Fm6i8Kgpe1fUNtYEelbGdS6npSVQty1wKLmSas-zwP1SaLQ4mfQh2Jp3fufD86ikuBI_ddRkYVVNbqpu2TPCT24W7Rq-aUPwB9ZfbzQ</recordid><startdate>20221205</startdate><enddate>20221205</enddate><creator>Canet, Francisco</creator><creator>Christensen, Jacob J</creator><creator>Victor, Victor M</creator><creator>Hustad, Kristin S</creator><creator>Ottestad, Inger</creator><creator>Rundblad, Amanda</creator><creator>Sæther, Thomas</creator><creator>Dalen, Knut Tomas</creator><creator>Ulven, Stine M</creator><creator>Holven, Kirsten B</creator><creator>Telle-Hansen, Vibeke H</creator><general>MDPI AG</general><general>MDPI</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7TS</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>3HK</scope><scope>5PM</scope><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></search><sort><creationdate>20221205</creationdate><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><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 (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Physical Education Index</collection><collection>Health &amp; Medical Collection (ProQuest Medical &amp; Health Databases)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>NORA - Norwegian Open Research Archives</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Nutrients</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Canet, Francisco</au><au>Christensen, Jacob J</au><au>Victor, Victor M</au><au>Hustad, Kristin S</au><au>Ottestad, 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>
fulltext fulltext
identifier ISSN: 2072-6643
ispartof Nutrients, 2022-12, Vol.14 (23), p.5165
issn 2072-6643
2072-6643
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9738624
source PubMed Central (Open Access); NORA - Norwegian Open Research Archives; Publicly Available Content Database
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
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-14T12%3A13%3A33IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Glycated%20Proteins,%20Glycine,%20Acetate,%20and%20Monounsaturated%20Fatty%20Acids%20May%20Act%20as%20New%20Biomarkers%20to%20Predict%20the%20Progression%20of%20Type%202%20Diabetes:%20Secondary%20Analyses%20of%20a%20Randomized%20Controlled%20Trial&rft.jtitle=Nutrients&rft.au=Canet,%20Francisco&rft.date=2022-12-05&rft.volume=14&rft.issue=23&rft.spage=5165&rft.pages=5165-&rft.issn=2072-6643&rft.eissn=2072-6643&rft_id=info:doi/10.3390/nu14235165&rft_dat=%3Cgale_pubme%3EA746323636%3C/gale_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c498t-1315a371a0bf1ad1f76ab4c7843036569ba3ac17c9860b9392d26dabc434c15c3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2748552899&rft_id=info:pmid/36501195&rft_galeid=A746323636&rfr_iscdi=true