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The Association of Blood Biomarkers and Body Mass Index in Knee Osteoarthritis: A Cross-Sectional Study

Objective Despite massive efforts, there are no diagnostic blood biomarkers for knee osteoarthritis (KOA). This study investigated several candidate diagnostic biomarkers and the metabolic phenotype in end-stage KOA in the context of obesity. Design In this cross-sectional study, adult patients unde...

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Published in:Cartilage 2022-01, Vol.13 (1), p.19476035211069251-19476035211069251
Main Authors: Schadler, Paul, Lohberger, Birgit, Thauerer, Bettina, Faschingbauer, Martin, Kullich, Werner, Stradner, Martin Helmut, Leithner, Andreas, Ritschl, Valentin, Omara, Maisa, Steinecker-Frohnwieser, Bibiane
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creator Schadler, Paul
Lohberger, Birgit
Thauerer, Bettina
Faschingbauer, Martin
Kullich, Werner
Stradner, Martin Helmut
Leithner, Andreas
Ritschl, Valentin
Omara, Maisa
Steinecker-Frohnwieser, Bibiane
description Objective Despite massive efforts, there are no diagnostic blood biomarkers for knee osteoarthritis (KOA). This study investigated several candidate diagnostic biomarkers and the metabolic phenotype in end-stage KOA in the context of obesity. Design In this cross-sectional study, adult patients undergoing knee arthroplasty were enrolled and KOA severity was assessed using the Lequesne index. Blood biomarkers with an important role in obesity, the metabolic syndrome, or KOA (oxidized form of low-density lipoprotein [oxLDL], advanced glycation end product [AGE], soluble AGE receptor [sRAGE], fatty acid binding protein 4 [FABP4], phospholipase A2 group IIA [PLA2G2A], fibroblast growth factor 23 [FGF-23], ghrelin, leptin, and resistin) were measured using enzyme-linked immunosorbent assay (ELISA; n = 70) or Luminex technique (subgroup of n = 35). H1-NMR spectroscopy was used for the quantification of metabolite levels (subgroup of n = 31). The hip-knee-ankle angle was assessed. Multivariable and multivariate regression analysis was used to examine the relationship of biomarkers with body mass index (BMI) and KOA severity in complete case and multiple imputation analysis. Results While most of the investigated biomarkers were not associated with KOA severity, FABP4 and leptin were found to correlate with BMI and gender. Resistin was associated with Lequesne index in complete case analysis. Using a targeted metabolomics approach, BMI-dependent changes in the metabolome were hardly visible. Conclusions Our findings confirm studies on FABP4, leptin, and resistin with regard to obesity and the metabolic syndrome. There was no association of the investigated biomarkers with KOA severity, most likely due to the patient selection (end-stage KOA patients). Based on this absence of BMI-dependent changes in the metabolome, we might assume that BMI is not correlated with KOA severity in this specific patient group.
doi_str_mv 10.1177/19476035211069251
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This study investigated several candidate diagnostic biomarkers and the metabolic phenotype in end-stage KOA in the context of obesity. Design In this cross-sectional study, adult patients undergoing knee arthroplasty were enrolled and KOA severity was assessed using the Lequesne index. Blood biomarkers with an important role in obesity, the metabolic syndrome, or KOA (oxidized form of low-density lipoprotein [oxLDL], advanced glycation end product [AGE], soluble AGE receptor [sRAGE], fatty acid binding protein 4 [FABP4], phospholipase A2 group IIA [PLA2G2A], fibroblast growth factor 23 [FGF-23], ghrelin, leptin, and resistin) were measured using enzyme-linked immunosorbent assay (ELISA; n = 70) or Luminex technique (subgroup of n = 35). H1-NMR spectroscopy was used for the quantification of metabolite levels (subgroup of n = 31). The hip-knee-ankle angle was assessed. Multivariable and multivariate regression analysis was used to examine the relationship of biomarkers with body mass index (BMI) and KOA severity in complete case and multiple imputation analysis. Results While most of the investigated biomarkers were not associated with KOA severity, FABP4 and leptin were found to correlate with BMI and gender. Resistin was associated with Lequesne index in complete case analysis. Using a targeted metabolomics approach, BMI-dependent changes in the metabolome were hardly visible. Conclusions Our findings confirm studies on FABP4, leptin, and resistin with regard to obesity and the metabolic syndrome. There was no association of the investigated biomarkers with KOA severity, most likely due to the patient selection (end-stage KOA patients). Based on this absence of BMI-dependent changes in the metabolome, we might assume that BMI is not correlated with KOA severity in this specific patient group.</description><identifier>ISSN: 1947-6035</identifier><identifier>EISSN: 1947-6043</identifier><identifier>DOI: 10.1177/19476035211069251</identifier><identifier>PMID: 35094602</identifier><language>eng</language><publisher>Los Angeles, CA: SAGE Publications</publisher><subject>Biomarkers ; Body Mass Index ; Cross-Sectional Studies ; Humans ; Leptin ; Metabolic Syndrome - complications ; Obesity - complications ; Original ; Osteoarthritis, Knee - complications ; Resistin</subject><ispartof>Cartilage, 2022-01, Vol.13 (1), p.19476035211069251-19476035211069251</ispartof><rights>The Author(s) 2022</rights><rights>The Author(s) 2022 2022 SAGE Publications Ltd unless otherwise noted. Manuscript content on this site is licensed under Creative Commons Licenses</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c438t-a6611cf1998ad99eac20c340abc9887e0aa0920ebb24d36eea63f1dded44d0aa3</citedby><cites>FETCH-LOGICAL-c438t-a6611cf1998ad99eac20c340abc9887e0aa0920ebb24d36eea63f1dded44d0aa3</cites><orcidid>0000-0001-8357-4082 ; 0000-0001-9633-1469 ; 0000-0001-8763-8215</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9137302/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9137302/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,21966,27853,27924,27925,44945,45333,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35094602$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Schadler, Paul</creatorcontrib><creatorcontrib>Lohberger, Birgit</creatorcontrib><creatorcontrib>Thauerer, Bettina</creatorcontrib><creatorcontrib>Faschingbauer, Martin</creatorcontrib><creatorcontrib>Kullich, Werner</creatorcontrib><creatorcontrib>Stradner, Martin Helmut</creatorcontrib><creatorcontrib>Leithner, Andreas</creatorcontrib><creatorcontrib>Ritschl, Valentin</creatorcontrib><creatorcontrib>Omara, Maisa</creatorcontrib><creatorcontrib>Steinecker-Frohnwieser, Bibiane</creatorcontrib><title>The Association of Blood Biomarkers and Body Mass Index in Knee Osteoarthritis: A Cross-Sectional Study</title><title>Cartilage</title><addtitle>Cartilage</addtitle><description>Objective Despite massive efforts, there are no diagnostic blood biomarkers for knee osteoarthritis (KOA). This study investigated several candidate diagnostic biomarkers and the metabolic phenotype in end-stage KOA in the context of obesity. Design In this cross-sectional study, adult patients undergoing knee arthroplasty were enrolled and KOA severity was assessed using the Lequesne index. Blood biomarkers with an important role in obesity, the metabolic syndrome, or KOA (oxidized form of low-density lipoprotein [oxLDL], advanced glycation end product [AGE], soluble AGE receptor [sRAGE], fatty acid binding protein 4 [FABP4], phospholipase A2 group IIA [PLA2G2A], fibroblast growth factor 23 [FGF-23], ghrelin, leptin, and resistin) were measured using enzyme-linked immunosorbent assay (ELISA; n = 70) or Luminex technique (subgroup of n = 35). H1-NMR spectroscopy was used for the quantification of metabolite levels (subgroup of n = 31). The hip-knee-ankle angle was assessed. Multivariable and multivariate regression analysis was used to examine the relationship of biomarkers with body mass index (BMI) and KOA severity in complete case and multiple imputation analysis. Results While most of the investigated biomarkers were not associated with KOA severity, FABP4 and leptin were found to correlate with BMI and gender. Resistin was associated with Lequesne index in complete case analysis. Using a targeted metabolomics approach, BMI-dependent changes in the metabolome were hardly visible. Conclusions Our findings confirm studies on FABP4, leptin, and resistin with regard to obesity and the metabolic syndrome. There was no association of the investigated biomarkers with KOA severity, most likely due to the patient selection (end-stage KOA patients). 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Lohberger, Birgit ; Thauerer, Bettina ; Faschingbauer, Martin ; Kullich, Werner ; Stradner, Martin Helmut ; Leithner, Andreas ; Ritschl, Valentin ; Omara, Maisa ; Steinecker-Frohnwieser, Bibiane</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c438t-a6611cf1998ad99eac20c340abc9887e0aa0920ebb24d36eea63f1dded44d0aa3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Biomarkers</topic><topic>Body Mass Index</topic><topic>Cross-Sectional Studies</topic><topic>Humans</topic><topic>Leptin</topic><topic>Metabolic Syndrome - complications</topic><topic>Obesity - complications</topic><topic>Original</topic><topic>Osteoarthritis, Knee - complications</topic><topic>Resistin</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Schadler, Paul</creatorcontrib><creatorcontrib>Lohberger, Birgit</creatorcontrib><creatorcontrib>Thauerer, Bettina</creatorcontrib><creatorcontrib>Faschingbauer, Martin</creatorcontrib><creatorcontrib>Kullich, Werner</creatorcontrib><creatorcontrib>Stradner, Martin Helmut</creatorcontrib><creatorcontrib>Leithner, Andreas</creatorcontrib><creatorcontrib>Ritschl, Valentin</creatorcontrib><creatorcontrib>Omara, Maisa</creatorcontrib><creatorcontrib>Steinecker-Frohnwieser, Bibiane</creatorcontrib><collection>SAGE Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cartilage</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Schadler, Paul</au><au>Lohberger, Birgit</au><au>Thauerer, Bettina</au><au>Faschingbauer, Martin</au><au>Kullich, Werner</au><au>Stradner, Martin Helmut</au><au>Leithner, Andreas</au><au>Ritschl, Valentin</au><au>Omara, Maisa</au><au>Steinecker-Frohnwieser, Bibiane</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Association of Blood Biomarkers and Body Mass Index in Knee Osteoarthritis: A Cross-Sectional Study</atitle><jtitle>Cartilage</jtitle><addtitle>Cartilage</addtitle><date>2022-01-01</date><risdate>2022</risdate><volume>13</volume><issue>1</issue><spage>19476035211069251</spage><epage>19476035211069251</epage><pages>19476035211069251-19476035211069251</pages><issn>1947-6035</issn><eissn>1947-6043</eissn><abstract>Objective Despite massive efforts, there are no diagnostic blood biomarkers for knee osteoarthritis (KOA). This study investigated several candidate diagnostic biomarkers and the metabolic phenotype in end-stage KOA in the context of obesity. Design In this cross-sectional study, adult patients undergoing knee arthroplasty were enrolled and KOA severity was assessed using the Lequesne index. Blood biomarkers with an important role in obesity, the metabolic syndrome, or KOA (oxidized form of low-density lipoprotein [oxLDL], advanced glycation end product [AGE], soluble AGE receptor [sRAGE], fatty acid binding protein 4 [FABP4], phospholipase A2 group IIA [PLA2G2A], fibroblast growth factor 23 [FGF-23], ghrelin, leptin, and resistin) were measured using enzyme-linked immunosorbent assay (ELISA; n = 70) or Luminex technique (subgroup of n = 35). H1-NMR spectroscopy was used for the quantification of metabolite levels (subgroup of n = 31). The hip-knee-ankle angle was assessed. Multivariable and multivariate regression analysis was used to examine the relationship of biomarkers with body mass index (BMI) and KOA severity in complete case and multiple imputation analysis. Results While most of the investigated biomarkers were not associated with KOA severity, FABP4 and leptin were found to correlate with BMI and gender. Resistin was associated with Lequesne index in complete case analysis. Using a targeted metabolomics approach, BMI-dependent changes in the metabolome were hardly visible. Conclusions Our findings confirm studies on FABP4, leptin, and resistin with regard to obesity and the metabolic syndrome. There was no association of the investigated biomarkers with KOA severity, most likely due to the patient selection (end-stage KOA patients). Based on this absence of BMI-dependent changes in the metabolome, we might assume that BMI is not correlated with KOA severity in this specific patient group.</abstract><cop>Los Angeles, CA</cop><pub>SAGE Publications</pub><pmid>35094602</pmid><doi>10.1177/19476035211069251</doi><orcidid>https://orcid.org/0000-0001-8357-4082</orcidid><orcidid>https://orcid.org/0000-0001-9633-1469</orcidid><orcidid>https://orcid.org/0000-0001-8763-8215</orcidid><oa>free_for_read</oa></addata></record>
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1947-6043
language eng
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source SAGE Open Access; PubMed Central
subjects Biomarkers
Body Mass Index
Cross-Sectional Studies
Humans
Leptin
Metabolic Syndrome - complications
Obesity - complications
Original
Osteoarthritis, Knee - complications
Resistin
title The Association of Blood Biomarkers and Body Mass Index in Knee Osteoarthritis: A Cross-Sectional Study
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