Insulin resistance is associated with the presence and severity of retinopathy in patients with type 2 diabetes

Background To assess the relationship between novel insulin resistance (IR) indices and the presence and severity of diabetic retinopathy (DR) in patients with type 2 diabetes. Methods This is a cross‐sectional study involving 2211 patients. The study outcomes were DR events. The study exposures wer...

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Veröffentlicht in:Clinical & experimental ophthalmology 2024-01, Vol.52 (1), p.63-77
Hauptverfasser: Xu, Yu‐Xin, Pu, Sheng‐Dan, Zhang, Yi‐Tong, Tong, Xue‐Wei, Sun, Xiao‐Tong, Shan, Yong‐Yan, Gao, Xin‐Yuan
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container_end_page 77
container_issue 1
container_start_page 63
container_title Clinical & experimental ophthalmology
container_volume 52
creator Xu, Yu‐Xin
Pu, Sheng‐Dan
Zhang, Yi‐Tong
Tong, Xue‐Wei
Sun, Xiao‐Tong
Shan, Yong‐Yan
Gao, Xin‐Yuan
description Background To assess the relationship between novel insulin resistance (IR) indices and the presence and severity of diabetic retinopathy (DR) in patients with type 2 diabetes. Methods This is a cross‐sectional study involving 2211 patients. The study outcomes were DR events. The study exposures were IR indices including estimated glucose disposal rate (eGDR), natural logarithm of glucose disposal rate (lnGDR), metabolic insulin resistance score (METS‐IR), triglyceride glucose index‐body mass index (TyG‐BMI), triglyceride glucose index‐waist‐to‐hip ratio (TyG‐WHR), and triglyceride/high‐density lipoprotein cholesterol(TG/HDL‐c ratio). We used binary and multivariate ordered logistic regression models to estimate the association between different IR indices and the presence and severity of DR. Subject work characteristic curves were used to assess the predictive power of different IR indices for DR. Results DR was present in 25.4% of participants. After adjusting for all covariates, per standard deviation (SD) increases in eGDR (ratio [OR] 0.38 [95% CI 0.32–0.44]), lnGDR (0.34 [0.27–0.42]) were negatively associated with the presence of DR. In contrast, per SD increases in METS‐IR (1.97 [1.70–2.28]), TyG‐BMI (1.94 [1.68–2.25]), TyG‐WHR (2.34 [2.01–2.72]) and TG/HDL‐c ratio (1.21 [1.08–1.36]) were positively associated with the presence of DR. eGDR was strongly associated with severity of DR. Of all variables, eGDR had the strongest diagnostic value for DR (AUC = 0.757). Conclusions Of the six IR indices, eGDR was significantly associated with the presence and severity of DR in patients with type 2 diabetes. eGDR has a good predictive value for DR. Thus, eGDR maybe a stronger marker of DR.
doi_str_mv 10.1111/ceo.14344
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Methods This is a cross‐sectional study involving 2211 patients. The study outcomes were DR events. The study exposures were IR indices including estimated glucose disposal rate (eGDR), natural logarithm of glucose disposal rate (lnGDR), metabolic insulin resistance score (METS‐IR), triglyceride glucose index‐body mass index (TyG‐BMI), triglyceride glucose index‐waist‐to‐hip ratio (TyG‐WHR), and triglyceride/high‐density lipoprotein cholesterol(TG/HDL‐c ratio). We used binary and multivariate ordered logistic regression models to estimate the association between different IR indices and the presence and severity of DR. Subject work characteristic curves were used to assess the predictive power of different IR indices for DR. Results DR was present in 25.4% of participants. After adjusting for all covariates, per standard deviation (SD) increases in eGDR (ratio [OR] 0.38 [95% CI 0.32–0.44]), lnGDR (0.34 [0.27–0.42]) were negatively associated with the presence of DR. In contrast, per SD increases in METS‐IR (1.97 [1.70–2.28]), TyG‐BMI (1.94 [1.68–2.25]), TyG‐WHR (2.34 [2.01–2.72]) and TG/HDL‐c ratio (1.21 [1.08–1.36]) were positively associated with the presence of DR. eGDR was strongly associated with severity of DR. Of all variables, eGDR had the strongest diagnostic value for DR (AUC = 0.757). Conclusions Of the six IR indices, eGDR was significantly associated with the presence and severity of DR in patients with type 2 diabetes. eGDR has a good predictive value for DR. Thus, eGDR maybe a stronger marker of DR.</description><identifier>ISSN: 1442-6404</identifier><identifier>EISSN: 1442-9071</identifier><identifier>DOI: 10.1111/ceo.14344</identifier><identifier>PMID: 38130181</identifier><language>eng</language><publisher>Melbourne: John Wiley &amp; Sons Australia, Ltd</publisher><subject>Body mass index ; Cholesterol ; Diabetes ; Diabetes mellitus (non-insulin dependent) ; Diabetic retinopathy ; eGDR ; Glucose ; High density lipoprotein ; Insulin resistance ; lnGDR ; METS‐IR ; Regression analysis ; Retinopathy</subject><ispartof>Clinical &amp; experimental ophthalmology, 2024-01, Vol.52 (1), p.63-77</ispartof><rights>2023 Royal Australian and New Zealand College of Ophthalmologists.</rights><rights>2024 Royal Australian and New Zealand College of Ophthalmologists</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3134-f8b03ac1282c46d6379aa996bacce4c5a650bde7aa05478fb075f8abce9dad963</cites><orcidid>0000-0001-6837-9895</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fceo.14344$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fceo.14344$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38130181$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Xu, Yu‐Xin</creatorcontrib><creatorcontrib>Pu, Sheng‐Dan</creatorcontrib><creatorcontrib>Zhang, Yi‐Tong</creatorcontrib><creatorcontrib>Tong, Xue‐Wei</creatorcontrib><creatorcontrib>Sun, Xiao‐Tong</creatorcontrib><creatorcontrib>Shan, Yong‐Yan</creatorcontrib><creatorcontrib>Gao, Xin‐Yuan</creatorcontrib><title>Insulin resistance is associated with the presence and severity of retinopathy in patients with type 2 diabetes</title><title>Clinical &amp; experimental ophthalmology</title><addtitle>Clin Exp Ophthalmol</addtitle><description>Background To assess the relationship between novel insulin resistance (IR) indices and the presence and severity of diabetic retinopathy (DR) in patients with type 2 diabetes. Methods This is a cross‐sectional study involving 2211 patients. The study outcomes were DR events. The study exposures were IR indices including estimated glucose disposal rate (eGDR), natural logarithm of glucose disposal rate (lnGDR), metabolic insulin resistance score (METS‐IR), triglyceride glucose index‐body mass index (TyG‐BMI), triglyceride glucose index‐waist‐to‐hip ratio (TyG‐WHR), and triglyceride/high‐density lipoprotein cholesterol(TG/HDL‐c ratio). We used binary and multivariate ordered logistic regression models to estimate the association between different IR indices and the presence and severity of DR. Subject work characteristic curves were used to assess the predictive power of different IR indices for DR. Results DR was present in 25.4% of participants. After adjusting for all covariates, per standard deviation (SD) increases in eGDR (ratio [OR] 0.38 [95% CI 0.32–0.44]), lnGDR (0.34 [0.27–0.42]) were negatively associated with the presence of DR. In contrast, per SD increases in METS‐IR (1.97 [1.70–2.28]), TyG‐BMI (1.94 [1.68–2.25]), TyG‐WHR (2.34 [2.01–2.72]) and TG/HDL‐c ratio (1.21 [1.08–1.36]) were positively associated with the presence of DR. eGDR was strongly associated with severity of DR. Of all variables, eGDR had the strongest diagnostic value for DR (AUC = 0.757). Conclusions Of the six IR indices, eGDR was significantly associated with the presence and severity of DR in patients with type 2 diabetes. eGDR has a good predictive value for DR. Thus, eGDR maybe a stronger marker of DR.</description><subject>Body mass index</subject><subject>Cholesterol</subject><subject>Diabetes</subject><subject>Diabetes mellitus (non-insulin dependent)</subject><subject>Diabetic retinopathy</subject><subject>eGDR</subject><subject>Glucose</subject><subject>High density lipoprotein</subject><subject>Insulin resistance</subject><subject>lnGDR</subject><subject>METS‐IR</subject><subject>Regression analysis</subject><subject>Retinopathy</subject><issn>1442-6404</issn><issn>1442-9071</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp1kU1LxDAQhoMofh_8AxLwood1kyb9yFEWv0DwoucyTadslm5TO6nSf290Vw-Cc5mBPPMw5GXsTIprGWtu0V9LrbTeYYdS62RmRC53t3OmhT5gR0QrIUSaqGyfHahCKiELecj8Y0dj6zo-IDkK0FnkjjgQeesgYM0_XFjysETeRwS_3qGrOeE7Di5M3DdxNbjO9xCWE4-mODjsAm03px55wmsHFQakE7bXQEt4uu3H7PXu9mXxMHt6vn9c3DzNrJJKz5qiEgqsTIrE6qzOVG4AjMkqsBa1TSFLRVVjDiBSnRdNJfK0KaCyaGqoTaaO2eXG2w_-bUQK5dqRxbaFDv1IZWJEmiapUSqiF3_QlR-HLl4XqUSavBB5HqmrDWUHTzRgU_aDW8MwlVKUXymUMYXyO4XInm-NY7XG-pf8-fYIzDfAh2tx-t9ULm6fN8pP2g6SXQ</recordid><startdate>202401</startdate><enddate>202401</enddate><creator>Xu, Yu‐Xin</creator><creator>Pu, Sheng‐Dan</creator><creator>Zhang, Yi‐Tong</creator><creator>Tong, Xue‐Wei</creator><creator>Sun, Xiao‐Tong</creator><creator>Shan, Yong‐Yan</creator><creator>Gao, Xin‐Yuan</creator><general>John Wiley &amp; Sons Australia, Ltd</general><general>Wiley Subscription Services, Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>K9.</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-6837-9895</orcidid></search><sort><creationdate>202401</creationdate><title>Insulin resistance is associated with the presence and severity of retinopathy in patients with type 2 diabetes</title><author>Xu, Yu‐Xin ; Pu, Sheng‐Dan ; Zhang, Yi‐Tong ; Tong, Xue‐Wei ; Sun, Xiao‐Tong ; Shan, Yong‐Yan ; Gao, Xin‐Yuan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3134-f8b03ac1282c46d6379aa996bacce4c5a650bde7aa05478fb075f8abce9dad963</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Body mass index</topic><topic>Cholesterol</topic><topic>Diabetes</topic><topic>Diabetes mellitus (non-insulin dependent)</topic><topic>Diabetic retinopathy</topic><topic>eGDR</topic><topic>Glucose</topic><topic>High density lipoprotein</topic><topic>Insulin resistance</topic><topic>lnGDR</topic><topic>METS‐IR</topic><topic>Regression analysis</topic><topic>Retinopathy</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Xu, Yu‐Xin</creatorcontrib><creatorcontrib>Pu, Sheng‐Dan</creatorcontrib><creatorcontrib>Zhang, Yi‐Tong</creatorcontrib><creatorcontrib>Tong, Xue‐Wei</creatorcontrib><creatorcontrib>Sun, Xiao‐Tong</creatorcontrib><creatorcontrib>Shan, Yong‐Yan</creatorcontrib><creatorcontrib>Gao, Xin‐Yuan</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><jtitle>Clinical &amp; experimental ophthalmology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Xu, Yu‐Xin</au><au>Pu, Sheng‐Dan</au><au>Zhang, Yi‐Tong</au><au>Tong, Xue‐Wei</au><au>Sun, Xiao‐Tong</au><au>Shan, Yong‐Yan</au><au>Gao, Xin‐Yuan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Insulin resistance is associated with the presence and severity of retinopathy in patients with type 2 diabetes</atitle><jtitle>Clinical &amp; experimental ophthalmology</jtitle><addtitle>Clin Exp Ophthalmol</addtitle><date>2024-01</date><risdate>2024</risdate><volume>52</volume><issue>1</issue><spage>63</spage><epage>77</epage><pages>63-77</pages><issn>1442-6404</issn><eissn>1442-9071</eissn><abstract>Background To assess the relationship between novel insulin resistance (IR) indices and the presence and severity of diabetic retinopathy (DR) in patients with type 2 diabetes. Methods This is a cross‐sectional study involving 2211 patients. The study outcomes were DR events. The study exposures were IR indices including estimated glucose disposal rate (eGDR), natural logarithm of glucose disposal rate (lnGDR), metabolic insulin resistance score (METS‐IR), triglyceride glucose index‐body mass index (TyG‐BMI), triglyceride glucose index‐waist‐to‐hip ratio (TyG‐WHR), and triglyceride/high‐density lipoprotein cholesterol(TG/HDL‐c ratio). We used binary and multivariate ordered logistic regression models to estimate the association between different IR indices and the presence and severity of DR. Subject work characteristic curves were used to assess the predictive power of different IR indices for DR. Results DR was present in 25.4% of participants. After adjusting for all covariates, per standard deviation (SD) increases in eGDR (ratio [OR] 0.38 [95% CI 0.32–0.44]), lnGDR (0.34 [0.27–0.42]) were negatively associated with the presence of DR. In contrast, per SD increases in METS‐IR (1.97 [1.70–2.28]), TyG‐BMI (1.94 [1.68–2.25]), TyG‐WHR (2.34 [2.01–2.72]) and TG/HDL‐c ratio (1.21 [1.08–1.36]) were positively associated with the presence of DR. eGDR was strongly associated with severity of DR. Of all variables, eGDR had the strongest diagnostic value for DR (AUC = 0.757). Conclusions Of the six IR indices, eGDR was significantly associated with the presence and severity of DR in patients with type 2 diabetes. eGDR has a good predictive value for DR. Thus, eGDR maybe a stronger marker of DR.</abstract><cop>Melbourne</cop><pub>John Wiley &amp; Sons Australia, Ltd</pub><pmid>38130181</pmid><doi>10.1111/ceo.14344</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0001-6837-9895</orcidid></addata></record>
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subjects Body mass index
Cholesterol
Diabetes
Diabetes mellitus (non-insulin dependent)
Diabetic retinopathy
eGDR
Glucose
High density lipoprotein
Insulin resistance
lnGDR
METS‐IR
Regression analysis
Retinopathy
title Insulin resistance is associated with the presence and severity of retinopathy in patients with type 2 diabetes
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