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Predictive value of total cholesterol to high‐density lipoprotein cholesterol ratio for chronic kidney disease among adult male and female in Northwest China

Background Studies have found that the ratio of total cholesterol to high‐density lipoprotein cholesterol (TC/HDL‐C) was associated with the development of chronic kidney disease (CKD). However, the relationship in different genders was rarely discussed. The aim of this study was to explore this rel...

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Published in:Chronic diseases and translational medicine 2024-09, Vol.10 (3), p.216-226
Main Authors: Liu, Yanli, Lyu, Kang, Liu, Shaodong, You, Jinlong, Wang, Xue, Wang, Minzhen, Zhang, Desheng, Bai, Yana, Yin, Chun, Jiang, Min, Zheng, Shan
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creator Liu, Yanli
Lyu, Kang
Liu, Shaodong
You, Jinlong
Wang, Xue
Wang, Minzhen
Zhang, Desheng
Bai, Yana
Yin, Chun
Jiang, Min
Zheng, Shan
description Background Studies have found that the ratio of total cholesterol to high‐density lipoprotein cholesterol (TC/HDL‐C) was associated with the development of chronic kidney disease (CKD). However, the relationship in different genders was rarely discussed. The aim of this study was to explore this relationship and assess its predictive power for both males and females. Methods Based on a prospective cohort platform in northwest China, 32,351 participants without CKD were collected in the baseline and followed up for approximately 5 years. Cox proportional hazard model and restricted cubic spline regression analysis were performed to investigate the association between TC, HDL‐C, TC/HDL‐C and CKD in adult female and male. The clinical application value of the indicators in predicting CKD was evaluated by the receiver operator characteristic curve. Results During a mean follow‐up of 2.2 years, 484 males and 164 females developed CKD. After adjusted for relevant confounders, for every one standard deviation increase in TC, HDL‐C and TC/HDL‐C, the hazard ratios (HRs) and 95% confidence intervals (95% CIs) for CKD were 1.17 (1.05–1.31), 0.84 (0.71–0.99), and 1.15 (1.06–1.25) for males, 0.94 (0.78–1.13), 0.58 (0.35–0.95), and 1.19 (1.01–1.40) for females, respectively. The results also showed that TC, HDL‐C, and TC/HDL‐C were associated with CKD in a linear dose–response relationship. The TC/HDL‐C had the largest area under the curve (AUC) compared to TC and HDL‐C, and the AUC among the females was larger than that among males. Conclusions The TC/HDL‐C was significantly associated with CKD in adult males and females and has better clinical value in predicting CKD than TC and HDL‐C, especially in females. The receiver operator characteristic curves between serum lipids and CKD. CKD, chronic kidney disease; HDL‐C, high‐density lipoprotein cholesterol; TC, total cholesterol. Key points One standard deviation increase in the total cholesterol to high‐density lipoprotein cholesterol (TC/HDL‐C) ratio was related to a 14% and 15% higher risk of chronic kidney disease (CKD) in males and females, respectively. There was a positive linear relationship between TC/HDL‐C ratio and CKD, and the TC/HDL‐C ratio had the highest predictive value in females.
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However, the relationship in different genders was rarely discussed. The aim of this study was to explore this relationship and assess its predictive power for both males and females. Methods Based on a prospective cohort platform in northwest China, 32,351 participants without CKD were collected in the baseline and followed up for approximately 5 years. Cox proportional hazard model and restricted cubic spline regression analysis were performed to investigate the association between TC, HDL‐C, TC/HDL‐C and CKD in adult female and male. The clinical application value of the indicators in predicting CKD was evaluated by the receiver operator characteristic curve. Results During a mean follow‐up of 2.2 years, 484 males and 164 females developed CKD. After adjusted for relevant confounders, for every one standard deviation increase in TC, HDL‐C and TC/HDL‐C, the hazard ratios (HRs) and 95% confidence intervals (95% CIs) for CKD were 1.17 (1.05–1.31), 0.84 (0.71–0.99), and 1.15 (1.06–1.25) for males, 0.94 (0.78–1.13), 0.58 (0.35–0.95), and 1.19 (1.01–1.40) for females, respectively. The results also showed that TC, HDL‐C, and TC/HDL‐C were associated with CKD in a linear dose–response relationship. The TC/HDL‐C had the largest area under the curve (AUC) compared to TC and HDL‐C, and the AUC among the females was larger than that among males. Conclusions The TC/HDL‐C was significantly associated with CKD in adult males and females and has better clinical value in predicting CKD than TC and HDL‐C, especially in females. The receiver operator characteristic curves between serum lipids and CKD. CKD, chronic kidney disease; HDL‐C, high‐density lipoprotein cholesterol; TC, total cholesterol. Key points One standard deviation increase in the total cholesterol to high‐density lipoprotein cholesterol (TC/HDL‐C) ratio was related to a 14% and 15% higher risk of chronic kidney disease (CKD) in males and females, respectively. There was a positive linear relationship between TC/HDL‐C ratio and CKD, and the TC/HDL‐C ratio had the highest predictive value in females.</description><identifier>ISSN: 2589-0514</identifier><identifier>ISSN: 2095-882X</identifier><identifier>EISSN: 2589-0514</identifier><identifier>DOI: 10.1002/cdt3.122</identifier><identifier>PMID: 39027193</identifier><language>eng</language><publisher>United States: John Wiley and Sons Inc</publisher><subject>chronic kidney disease ; gender ; Jinchang Cohort ; Original ; predictive value ; TC/HDL‐C</subject><ispartof>Chronic diseases and translational medicine, 2024-09, Vol.10 (3), p.216-226</ispartof><rights>2024 The Authors. published by John Wiley &amp; Sons Ltd on behalf of Chinese Medical Association.</rights><rights>2024 The Authors. Chronic Diseases and Translational Medicine published by John Wiley &amp; Sons Ltd on behalf of Chinese Medical Association.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c2832-48cd7023f8121a8aaa40215f858b2ae1be206424978ddfc5dac62c31d63876613</cites><orcidid>0000-0002-3708-9219</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/PMC11252436/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11252436/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,11560,27922,27923,37011,46050,46474,53789,53791</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39027193$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Liu, Yanli</creatorcontrib><creatorcontrib>Lyu, Kang</creatorcontrib><creatorcontrib>Liu, Shaodong</creatorcontrib><creatorcontrib>You, Jinlong</creatorcontrib><creatorcontrib>Wang, Xue</creatorcontrib><creatorcontrib>Wang, Minzhen</creatorcontrib><creatorcontrib>Zhang, Desheng</creatorcontrib><creatorcontrib>Bai, Yana</creatorcontrib><creatorcontrib>Yin, Chun</creatorcontrib><creatorcontrib>Jiang, Min</creatorcontrib><creatorcontrib>Zheng, Shan</creatorcontrib><title>Predictive value of total cholesterol to high‐density lipoprotein cholesterol ratio for chronic kidney disease among adult male and female in Northwest China</title><title>Chronic diseases and translational medicine</title><addtitle>Chronic Dis Transl Med</addtitle><description>Background Studies have found that the ratio of total cholesterol to high‐density lipoprotein cholesterol (TC/HDL‐C) was associated with the development of chronic kidney disease (CKD). However, the relationship in different genders was rarely discussed. The aim of this study was to explore this relationship and assess its predictive power for both males and females. Methods Based on a prospective cohort platform in northwest China, 32,351 participants without CKD were collected in the baseline and followed up for approximately 5 years. Cox proportional hazard model and restricted cubic spline regression analysis were performed to investigate the association between TC, HDL‐C, TC/HDL‐C and CKD in adult female and male. The clinical application value of the indicators in predicting CKD was evaluated by the receiver operator characteristic curve. Results During a mean follow‐up of 2.2 years, 484 males and 164 females developed CKD. After adjusted for relevant confounders, for every one standard deviation increase in TC, HDL‐C and TC/HDL‐C, the hazard ratios (HRs) and 95% confidence intervals (95% CIs) for CKD were 1.17 (1.05–1.31), 0.84 (0.71–0.99), and 1.15 (1.06–1.25) for males, 0.94 (0.78–1.13), 0.58 (0.35–0.95), and 1.19 (1.01–1.40) for females, respectively. The results also showed that TC, HDL‐C, and TC/HDL‐C were associated with CKD in a linear dose–response relationship. The TC/HDL‐C had the largest area under the curve (AUC) compared to TC and HDL‐C, and the AUC among the females was larger than that among males. Conclusions The TC/HDL‐C was significantly associated with CKD in adult males and females and has better clinical value in predicting CKD than TC and HDL‐C, especially in females. The receiver operator characteristic curves between serum lipids and CKD. CKD, chronic kidney disease; HDL‐C, high‐density lipoprotein cholesterol; TC, total cholesterol. Key points One standard deviation increase in the total cholesterol to high‐density lipoprotein cholesterol (TC/HDL‐C) ratio was related to a 14% and 15% higher risk of chronic kidney disease (CKD) in males and females, respectively. There was a positive linear relationship between TC/HDL‐C ratio and CKD, and the TC/HDL‐C ratio had the highest predictive value in females.</description><subject>chronic kidney disease</subject><subject>gender</subject><subject>Jinchang Cohort</subject><subject>Original</subject><subject>predictive value</subject><subject>TC/HDL‐C</subject><issn>2589-0514</issn><issn>2095-882X</issn><issn>2589-0514</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>DOA</sourceid><recordid>eNp1kk9u1DAUhyMEolWpxAmQl2xS_CfJOCuEhgKVKmBR1taL_TJxceLBdqaaHUfgCD0LR-EkeJhSOgtWfvr50-cn61cUzxk9Y5TyV9okccY4f1Qc81q2Ja1Z9fjBfFScxnhNKWVNzVjDnxZHoqV8wVpxXNx-DmisTnaDZANuRuJ7knwCR_TgHcaEwbuckMGuhl_ffxicok1b4uzar4NPaKcDMkCynvQ-5DT4yWry1ZoJt8TYiBCRwOinFQEzu0RGcPjzFiZDetzNJMs--pCGm6wjy8FO8Kx40oOLeHp3nhRf3p1fLT-Ul5_eXyzfXJaaS8HLSmqzoFz0knEGEgAqylndy1p2HJB1yGlT8apdSGN6XRvQDdeCmUbIRdMwcVJc7L3Gw7VaBztC2CoPVv0JfFgpCMlqh4rriqJAXUOlK2iZNJBdXcd0LWlrRHa93rvWczei0TilAO5Aengz2UGt_EYxxmteiSYbXt4Zgv82589Qo40anYMJ_RyVoJI3vG2l_Ifq4GMM2N-_w6jaFUTtCqJyQTL64uFe9-DfOmSg3AM31uH2vyK1fHsldsLfjTrKCQ</recordid><startdate>202409</startdate><enddate>202409</enddate><creator>Liu, Yanli</creator><creator>Lyu, Kang</creator><creator>Liu, Shaodong</creator><creator>You, Jinlong</creator><creator>Wang, Xue</creator><creator>Wang, Minzhen</creator><creator>Zhang, Desheng</creator><creator>Bai, Yana</creator><creator>Yin, Chun</creator><creator>Jiang, Min</creator><creator>Zheng, Shan</creator><general>John Wiley and Sons Inc</general><general>Wiley</general><scope>24P</scope><scope>WIN</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-3708-9219</orcidid></search><sort><creationdate>202409</creationdate><title>Predictive value of total cholesterol to high‐density lipoprotein cholesterol ratio for chronic kidney disease among adult male and female in Northwest China</title><author>Liu, Yanli ; Lyu, Kang ; Liu, Shaodong ; You, Jinlong ; Wang, Xue ; Wang, Minzhen ; Zhang, Desheng ; Bai, Yana ; Yin, Chun ; Jiang, Min ; Zheng, Shan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2832-48cd7023f8121a8aaa40215f858b2ae1be206424978ddfc5dac62c31d63876613</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>chronic kidney disease</topic><topic>gender</topic><topic>Jinchang Cohort</topic><topic>Original</topic><topic>predictive value</topic><topic>TC/HDL‐C</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Liu, Yanli</creatorcontrib><creatorcontrib>Lyu, Kang</creatorcontrib><creatorcontrib>Liu, Shaodong</creatorcontrib><creatorcontrib>You, Jinlong</creatorcontrib><creatorcontrib>Wang, Xue</creatorcontrib><creatorcontrib>Wang, Minzhen</creatorcontrib><creatorcontrib>Zhang, Desheng</creatorcontrib><creatorcontrib>Bai, Yana</creatorcontrib><creatorcontrib>Yin, Chun</creatorcontrib><creatorcontrib>Jiang, Min</creatorcontrib><creatorcontrib>Zheng, Shan</creatorcontrib><collection>Wiley-Blackwell Open Access Titles</collection><collection>Wiley Free Content</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Chronic diseases and translational medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Liu, Yanli</au><au>Lyu, Kang</au><au>Liu, Shaodong</au><au>You, Jinlong</au><au>Wang, Xue</au><au>Wang, Minzhen</au><au>Zhang, Desheng</au><au>Bai, Yana</au><au>Yin, Chun</au><au>Jiang, Min</au><au>Zheng, Shan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Predictive value of total cholesterol to high‐density lipoprotein cholesterol ratio for chronic kidney disease among adult male and female in Northwest China</atitle><jtitle>Chronic diseases and translational medicine</jtitle><addtitle>Chronic Dis Transl Med</addtitle><date>2024-09</date><risdate>2024</risdate><volume>10</volume><issue>3</issue><spage>216</spage><epage>226</epage><pages>216-226</pages><issn>2589-0514</issn><issn>2095-882X</issn><eissn>2589-0514</eissn><abstract>Background Studies have found that the ratio of total cholesterol to high‐density lipoprotein cholesterol (TC/HDL‐C) was associated with the development of chronic kidney disease (CKD). However, the relationship in different genders was rarely discussed. The aim of this study was to explore this relationship and assess its predictive power for both males and females. Methods Based on a prospective cohort platform in northwest China, 32,351 participants without CKD were collected in the baseline and followed up for approximately 5 years. Cox proportional hazard model and restricted cubic spline regression analysis were performed to investigate the association between TC, HDL‐C, TC/HDL‐C and CKD in adult female and male. The clinical application value of the indicators in predicting CKD was evaluated by the receiver operator characteristic curve. Results During a mean follow‐up of 2.2 years, 484 males and 164 females developed CKD. After adjusted for relevant confounders, for every one standard deviation increase in TC, HDL‐C and TC/HDL‐C, the hazard ratios (HRs) and 95% confidence intervals (95% CIs) for CKD were 1.17 (1.05–1.31), 0.84 (0.71–0.99), and 1.15 (1.06–1.25) for males, 0.94 (0.78–1.13), 0.58 (0.35–0.95), and 1.19 (1.01–1.40) for females, respectively. The results also showed that TC, HDL‐C, and TC/HDL‐C were associated with CKD in a linear dose–response relationship. The TC/HDL‐C had the largest area under the curve (AUC) compared to TC and HDL‐C, and the AUC among the females was larger than that among males. Conclusions The TC/HDL‐C was significantly associated with CKD in adult males and females and has better clinical value in predicting CKD than TC and HDL‐C, especially in females. The receiver operator characteristic curves between serum lipids and CKD. CKD, chronic kidney disease; HDL‐C, high‐density lipoprotein cholesterol; TC, total cholesterol. Key points One standard deviation increase in the total cholesterol to high‐density lipoprotein cholesterol (TC/HDL‐C) ratio was related to a 14% and 15% higher risk of chronic kidney disease (CKD) in males and females, respectively. There was a positive linear relationship between TC/HDL‐C ratio and CKD, and the TC/HDL‐C ratio had the highest predictive value in females.</abstract><cop>United States</cop><pub>John Wiley and Sons Inc</pub><pmid>39027193</pmid><doi>10.1002/cdt3.122</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0002-3708-9219</orcidid><oa>free_for_read</oa></addata></record>
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subjects chronic kidney disease
gender
Jinchang Cohort
Original
predictive value
TC/HDL‐C
title Predictive value of total cholesterol to high‐density lipoprotein cholesterol ratio for chronic kidney disease among adult male and female in Northwest China
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