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Discovery and validation of serum creatinine variability as novel biomarker for predicting onset of albuminuria in Type 2 diabetes mellitus
We aim to study association serum creatinine(cr) variability and albuminuria progression. We conducted a retrospective cohort study on patients with Type 2 Diabetes Mellitus at a Diabetes Centre in Singapore (“discovery cohort”). Outcome is worsening of urinary albumin-to-creatinine(ACR) across stag...
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Published in: | Diabetes research and clinical practice 2018-04, Vol.138, p.8-15 |
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container_title | Diabetes research and clinical practice |
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creator | Low, Serena Zhang, Xiao Ang, Keven Yeo, Su Jian Darren Lim, Guanyi Joel Yeoh, Lee Ying Liu, Yan Lun Subramaniam, Tavintharan Sum, Chee Fang Lim, Su Chi |
description | We aim to study association serum creatinine(cr) variability and albuminuria progression.
We conducted a retrospective cohort study on patients with Type 2 Diabetes Mellitus at a Diabetes Centre in Singapore (“discovery cohort”). Outcome is worsening of urinary albumin-to-creatinine(ACR) across stages. Cr variability was expressed as adjusted cr-intrapersonal standard deviation(SD) and coefficient-of-variation(cr-CV). A separate cohort was used for validating association between cr variability and albuminuria progression (“validation cohort”).
Over median follow-up of 4.2 years, 38.4% of 636 patients had albuminuria progression in the discovery cohort. Increasing log-transformed adjusted cr-intrapersonal SD and cr-CV were significantly associated with albuminuria progression: HRs 1.43 (95%CI 1.11–1.85) and 1.44 (1.11–1.87) respectively in the discovery cohort, and HRs 1.94 (1.09–3.45) and 1.91 (1.05–3.45) respectively in the validation cohort. When stratified by baseline urinary ACR, higher cr variability was significantly associated with albuminuria progression in patients with normoalbuminuria but not microalbuminuria.
Cr variability independently predicts albuminuria onset. This is evident in patients with normoalbuminuria, suggesting that higher cr variability could herald albuminuria onset. |
doi_str_mv | 10.1016/j.diabres.2017.11.003 |
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We conducted a retrospective cohort study on patients with Type 2 Diabetes Mellitus at a Diabetes Centre in Singapore (“discovery cohort”). Outcome is worsening of urinary albumin-to-creatinine(ACR) across stages. Cr variability was expressed as adjusted cr-intrapersonal standard deviation(SD) and coefficient-of-variation(cr-CV). A separate cohort was used for validating association between cr variability and albuminuria progression (“validation cohort”).
Over median follow-up of 4.2 years, 38.4% of 636 patients had albuminuria progression in the discovery cohort. Increasing log-transformed adjusted cr-intrapersonal SD and cr-CV were significantly associated with albuminuria progression: HRs 1.43 (95%CI 1.11–1.85) and 1.44 (1.11–1.87) respectively in the discovery cohort, and HRs 1.94 (1.09–3.45) and 1.91 (1.05–3.45) respectively in the validation cohort. When stratified by baseline urinary ACR, higher cr variability was significantly associated with albuminuria progression in patients with normoalbuminuria but not microalbuminuria.
Cr variability independently predicts albuminuria onset. This is evident in patients with normoalbuminuria, suggesting that higher cr variability could herald albuminuria onset.</description><identifier>ISSN: 0168-8227</identifier><identifier>EISSN: 1872-8227</identifier><identifier>DOI: 10.1016/j.diabres.2017.11.003</identifier><identifier>PMID: 29355653</identifier><language>eng</language><publisher>Ireland: Elsevier B.V</publisher><subject>Albuminuria ; Creatinine ; Diabetic nephropathy ; Type 2 Diabetes</subject><ispartof>Diabetes research and clinical practice, 2018-04, Vol.138, p.8-15</ispartof><rights>2017</rights><rights>Copyright © 2017. Published by Elsevier B.V.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c365t-e0679004f07a831e0fb616469304cfb52bd303f4e74e890a468bf7bca0aadd1c3</citedby><cites>FETCH-LOGICAL-c365t-e0679004f07a831e0fb616469304cfb52bd303f4e74e890a468bf7bca0aadd1c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29355653$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Low, Serena</creatorcontrib><creatorcontrib>Zhang, Xiao</creatorcontrib><creatorcontrib>Ang, Keven</creatorcontrib><creatorcontrib>Yeo, Su Jian Darren</creatorcontrib><creatorcontrib>Lim, Guanyi Joel</creatorcontrib><creatorcontrib>Yeoh, Lee Ying</creatorcontrib><creatorcontrib>Liu, Yan Lun</creatorcontrib><creatorcontrib>Subramaniam, Tavintharan</creatorcontrib><creatorcontrib>Sum, Chee Fang</creatorcontrib><creatorcontrib>Lim, Su Chi</creatorcontrib><title>Discovery and validation of serum creatinine variability as novel biomarker for predicting onset of albuminuria in Type 2 diabetes mellitus</title><title>Diabetes research and clinical practice</title><addtitle>Diabetes Res Clin Pract</addtitle><description>We aim to study association serum creatinine(cr) variability and albuminuria progression.
We conducted a retrospective cohort study on patients with Type 2 Diabetes Mellitus at a Diabetes Centre in Singapore (“discovery cohort”). Outcome is worsening of urinary albumin-to-creatinine(ACR) across stages. Cr variability was expressed as adjusted cr-intrapersonal standard deviation(SD) and coefficient-of-variation(cr-CV). A separate cohort was used for validating association between cr variability and albuminuria progression (“validation cohort”).
Over median follow-up of 4.2 years, 38.4% of 636 patients had albuminuria progression in the discovery cohort. Increasing log-transformed adjusted cr-intrapersonal SD and cr-CV were significantly associated with albuminuria progression: HRs 1.43 (95%CI 1.11–1.85) and 1.44 (1.11–1.87) respectively in the discovery cohort, and HRs 1.94 (1.09–3.45) and 1.91 (1.05–3.45) respectively in the validation cohort. When stratified by baseline urinary ACR, higher cr variability was significantly associated with albuminuria progression in patients with normoalbuminuria but not microalbuminuria.
Cr variability independently predicts albuminuria onset. This is evident in patients with normoalbuminuria, suggesting that higher cr variability could herald albuminuria onset.</description><subject>Albuminuria</subject><subject>Creatinine</subject><subject>Diabetic nephropathy</subject><subject>Type 2 Diabetes</subject><issn>0168-8227</issn><issn>1872-8227</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNqFkc9u1DAQxi1ERZfCI4B85LJhHCdOckKotIBUiUs5W_4zQV4Se7GTlfYZ-tLMsgtXTrbs3zffzHyMvRFQCRDq_a7ywdiMpapBdJUQFYB8xjai7-ptX9fdc7Yhrv9zv2YvS9kBgJJN-4Jd14NsW9XKDXv6FIpLB8xHbqLnBzMFb5aQIk8jL5jXmbuM9BJDRPrOZBqmsBBeeCThxG1Is8k_MfMxZb7P6IMj_gdPseByqmMmu84hriTmIfLH4x55zU_944KFzzhRxbW8YlejmQq-vpw37Pv93ePtl-3Dt89fbz8-bJ1U7bJFUN0A0IzQmV4KhNEqoRo1SGjcaNvaeglybLBrsB_ANKq3Y2edAWO8F07esHfnuvucfq1YFj3TEqgJEzGtRYuhHwbRtLImtD2jLqdSMo56nwNNe9QC9CkHvdOXHPQpBy2EphxI9_ZisdoZ_T_V38UT8OEMIA16CJh1cQGjo-VldIv2KfzH4jcQlJ7_</recordid><startdate>20180401</startdate><enddate>20180401</enddate><creator>Low, Serena</creator><creator>Zhang, Xiao</creator><creator>Ang, Keven</creator><creator>Yeo, Su Jian Darren</creator><creator>Lim, Guanyi Joel</creator><creator>Yeoh, Lee Ying</creator><creator>Liu, Yan Lun</creator><creator>Subramaniam, Tavintharan</creator><creator>Sum, Chee Fang</creator><creator>Lim, Su Chi</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20180401</creationdate><title>Discovery and validation of serum creatinine variability as novel biomarker for predicting onset of albuminuria in Type 2 diabetes mellitus</title><author>Low, Serena ; Zhang, Xiao ; Ang, Keven ; Yeo, Su Jian Darren ; Lim, Guanyi Joel ; Yeoh, Lee Ying ; Liu, Yan Lun ; Subramaniam, Tavintharan ; Sum, Chee Fang ; Lim, Su Chi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c365t-e0679004f07a831e0fb616469304cfb52bd303f4e74e890a468bf7bca0aadd1c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Albuminuria</topic><topic>Creatinine</topic><topic>Diabetic nephropathy</topic><topic>Type 2 Diabetes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Low, Serena</creatorcontrib><creatorcontrib>Zhang, Xiao</creatorcontrib><creatorcontrib>Ang, Keven</creatorcontrib><creatorcontrib>Yeo, Su Jian Darren</creatorcontrib><creatorcontrib>Lim, Guanyi Joel</creatorcontrib><creatorcontrib>Yeoh, Lee Ying</creatorcontrib><creatorcontrib>Liu, Yan Lun</creatorcontrib><creatorcontrib>Subramaniam, Tavintharan</creatorcontrib><creatorcontrib>Sum, Chee Fang</creatorcontrib><creatorcontrib>Lim, Su Chi</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Diabetes research and clinical practice</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Low, Serena</au><au>Zhang, Xiao</au><au>Ang, Keven</au><au>Yeo, Su Jian Darren</au><au>Lim, Guanyi Joel</au><au>Yeoh, Lee Ying</au><au>Liu, Yan Lun</au><au>Subramaniam, Tavintharan</au><au>Sum, Chee Fang</au><au>Lim, Su Chi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Discovery and validation of serum creatinine variability as novel biomarker for predicting onset of albuminuria in Type 2 diabetes mellitus</atitle><jtitle>Diabetes research and clinical practice</jtitle><addtitle>Diabetes Res Clin Pract</addtitle><date>2018-04-01</date><risdate>2018</risdate><volume>138</volume><spage>8</spage><epage>15</epage><pages>8-15</pages><issn>0168-8227</issn><eissn>1872-8227</eissn><abstract>We aim to study association serum creatinine(cr) variability and albuminuria progression.
We conducted a retrospective cohort study on patients with Type 2 Diabetes Mellitus at a Diabetes Centre in Singapore (“discovery cohort”). Outcome is worsening of urinary albumin-to-creatinine(ACR) across stages. Cr variability was expressed as adjusted cr-intrapersonal standard deviation(SD) and coefficient-of-variation(cr-CV). A separate cohort was used for validating association between cr variability and albuminuria progression (“validation cohort”).
Over median follow-up of 4.2 years, 38.4% of 636 patients had albuminuria progression in the discovery cohort. Increasing log-transformed adjusted cr-intrapersonal SD and cr-CV were significantly associated with albuminuria progression: HRs 1.43 (95%CI 1.11–1.85) and 1.44 (1.11–1.87) respectively in the discovery cohort, and HRs 1.94 (1.09–3.45) and 1.91 (1.05–3.45) respectively in the validation cohort. When stratified by baseline urinary ACR, higher cr variability was significantly associated with albuminuria progression in patients with normoalbuminuria but not microalbuminuria.
Cr variability independently predicts albuminuria onset. This is evident in patients with normoalbuminuria, suggesting that higher cr variability could herald albuminuria onset.</abstract><cop>Ireland</cop><pub>Elsevier B.V</pub><pmid>29355653</pmid><doi>10.1016/j.diabres.2017.11.003</doi><tpages>8</tpages></addata></record> |
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subjects | Albuminuria Creatinine Diabetic nephropathy Type 2 Diabetes |
title | Discovery and validation of serum creatinine variability as novel biomarker for predicting onset of albuminuria in Type 2 diabetes mellitus |
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