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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 |
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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. |
doi_str_mv | 10.1002/cdt3.122 |
format | article |
fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_2c40e3ec5a4c4a918da62cbb1c5809d3</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_2c40e3ec5a4c4a918da62cbb1c5809d3</doaj_id><sourcerecordid>3082629988</sourcerecordid><originalsourceid>FETCH-LOGICAL-c2832-48cd7023f8121a8aaa40215f858b2ae1be206424978ddfc5dac62c31d63876613</originalsourceid><addsrcrecordid>eNp1kk9u1DAUhyMEolWpxAmQl2xS_CfJOCuEhgKVKmBR1taL_TJxceLBdqaaHUfgCD0LR-EkeJhSOgtWfvr50-cn61cUzxk9Y5TyV9okccY4f1Qc81q2Ja1Z9fjBfFScxnhNKWVNzVjDnxZHoqV8wVpxXNx-DmisTnaDZANuRuJ7knwCR_TgHcaEwbuckMGuhl_ffxicok1b4uzar4NPaKcDMkCynvQ-5DT4yWry1ZoJt8TYiBCRwOinFQEzu0RGcPjzFiZDetzNJMs--pCGm6wjy8FO8Kx40oOLeHp3nhRf3p1fLT-Ul5_eXyzfXJaaS8HLSmqzoFz0knEGEgAqylndy1p2HJB1yGlT8apdSGN6XRvQDdeCmUbIRdMwcVJc7L3Gw7VaBztC2CoPVv0JfFgpCMlqh4rriqJAXUOlK2iZNJBdXcd0LWlrRHa93rvWczei0TilAO5Aengz2UGt_EYxxmteiSYbXt4Zgv82589Qo40anYMJ_RyVoJI3vG2l_Ifq4GMM2N-_w6jaFUTtCqJyQTL64uFe9-DfOmSg3AM31uH2vyK1fHsldsLfjTrKCQ</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3082629988</pqid></control><display><type>article</type><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><source>Wiley-Blackwell Open Access Titles</source><source>Publicly Available Content Database</source><source>PubMed Central</source><creator>Liu, Yanli ; Lyu, Kang ; Liu, Shaodong ; You, Jinlong ; Wang, Xue ; Wang, Minzhen ; Zhang, Desheng ; Bai, Yana ; Yin, Chun ; Jiang, Min ; Zheng, Shan</creator><creatorcontrib>Liu, Yanli ; Lyu, Kang ; Liu, Shaodong ; You, Jinlong ; Wang, Xue ; Wang, Minzhen ; Zhang, Desheng ; Bai, Yana ; Yin, Chun ; Jiang, Min ; Zheng, Shan</creatorcontrib><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><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 & Sons Ltd on behalf of Chinese Medical Association.</rights><rights>2024 The Authors. Chronic Diseases and Translational Medicine published by John Wiley & 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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