Greater HbA1c variability is associated with increased cardiovascular events in type 2 diabetes patients with preserved renal function, but not in moderate to advanced chronic kidney disease
Emerging evidence suggests that glycemic variability may be a more reliable measure of glycemic control than mean HbA1c in type 2 diabetes mellitus. This study aimed to determine if HbA1c variability is associated with cardiovascular events in type 2 diabetic patients and if different renal function...
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description | Emerging evidence suggests that glycemic variability may be a more reliable measure of glycemic control than mean HbA1c in type 2 diabetes mellitus. This study aimed to determine if HbA1c variability is associated with cardiovascular events in type 2 diabetic patients and if different renal functions affect such association. This longitudinal study enrolled 8259 diabetic patients from the Kaohsiung Medical University Research Database in 2009 and were followed-up until 2015. Intra-individual HbA1C variability was defined as the standard deviation (SD) of HbA1c and cardiovascular events were defined as hospitalization for coronary artery disease, unstable angina, myocardial infarction, stroke, peripheral artery disease, and cardiovascular death. The patients were grouped into two based on their estimated glomerular filtration rate (eGFR) ≥ 60 or < 60 min/ml/1.73m2. In a mean follow-up period of 6.3 years, cardiovascular events were recorded in 8.9% of the patients. In an adjusted Cox model, high HbA1c SD (hazard ratio, 1.290; 95% confidence interval, 1.008-1.650; p = 0.043), but not mean HbA1c, was associated with significantly increased risk of cardiovascular events in patients with eGFR ≥ 60 min/ml/1.73m2. This association was not seen in patients with eGFR < 60 min/ml/1.73m2. In this study, greater HbA1c variability is associated with increased risk of cardiovascular among patients with preserved renal function, but not in those with moderate to advanced chronic kidney disease. |
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This study aimed to determine if HbA1c variability is associated with cardiovascular events in type 2 diabetic patients and if different renal functions affect such association. This longitudinal study enrolled 8259 diabetic patients from the Kaohsiung Medical University Research Database in 2009 and were followed-up until 2015. Intra-individual HbA1C variability was defined as the standard deviation (SD) of HbA1c and cardiovascular events were defined as hospitalization for coronary artery disease, unstable angina, myocardial infarction, stroke, peripheral artery disease, and cardiovascular death. The patients were grouped into two based on their estimated glomerular filtration rate (eGFR) ≥ 60 or < 60 min/ml/1.73m2. In a mean follow-up period of 6.3 years, cardiovascular events were recorded in 8.9% of the patients. In an adjusted Cox model, high HbA1c SD (hazard ratio, 1.290; 95% confidence interval, 1.008-1.650; p = 0.043), but not mean HbA1c, was associated with significantly increased risk of cardiovascular events in patients with eGFR ≥ 60 min/ml/1.73m2. This association was not seen in patients with eGFR < 60 min/ml/1.73m2. In this study, greater HbA1c variability is associated with increased risk of cardiovascular among patients with preserved renal function, but not in those with moderate to advanced chronic kidney disease.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0178319</identifier><identifier>PMID: 28591149</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Ambulatory care ; Angina ; Apoptosis ; Bioinformatics ; Biology and life sciences ; Cardiovascular disease ; Cardiovascular diseases ; Cardiovascular Diseases - blood ; Cardiovascular Diseases - complications ; Cerebral infarction ; Clinical medicine ; Coronary artery ; Coronary artery disease ; Correlation analysis ; Death ; Diabetes ; Diabetes mellitus ; Diabetes Mellitus, Type 2 - blood ; Diabetes Mellitus, Type 2 - complications ; Diabetes Mellitus, Type 2 - physiopathology ; Diabetic retinopathy ; Endocrinology ; Epidermal growth factor receptors ; Female ; Glomerular filtration rate ; Glomerular Filtration Rate - physiology ; Glucose ; Glycated Hemoglobin A - metabolism ; Heart diseases ; Hemoglobin ; Hospitals ; Humans ; Hyperglycemia ; Hypoglycemia ; Internal medicine ; Kaplan-Meier Estimate ; Kidney diseases ; Kidney Function Tests ; Kidney transplantation ; Kinases ; Male ; Mathematical models ; Medical prognosis ; Medical research ; Medical statistics ; Medicine ; Medicine and health sciences ; Metabolism ; Middle Aged ; Mortality ; Myocardial infarction ; Nephrology ; Oxidative stress ; Patients ; Physical Sciences ; Proportional Hazards Models ; Renal function ; Renal Insufficiency, Chronic - blood ; Renal Insufficiency, Chronic - complications ; Risk ; Risk Factors ; Rodents ; Standard deviation ; Stroke ; Studies ; Variability</subject><ispartof>PloS one, 2017-06, Vol.12 (6), p.e0178319-e0178319</ispartof><rights>2017 Lee et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 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This study aimed to determine if HbA1c variability is associated with cardiovascular events in type 2 diabetic patients and if different renal functions affect such association. This longitudinal study enrolled 8259 diabetic patients from the Kaohsiung Medical University Research Database in 2009 and were followed-up until 2015. Intra-individual HbA1C variability was defined as the standard deviation (SD) of HbA1c and cardiovascular events were defined as hospitalization for coronary artery disease, unstable angina, myocardial infarction, stroke, peripheral artery disease, and cardiovascular death. The patients were grouped into two based on their estimated glomerular filtration rate (eGFR) ≥ 60 or < 60 min/ml/1.73m2. In a mean follow-up period of 6.3 years, cardiovascular events were recorded in 8.9% of the patients. 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blood</subject><subject>Renal Insufficiency, Chronic - complications</subject><subject>Risk</subject><subject>Risk Factors</subject><subject>Rodents</subject><subject>Standard deviation</subject><subject>Stroke</subject><subject>Studies</subject><subject>Variability</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNptkk1vEzEQhlcIREvhHyCwxIUDCfba--FLpaqCtlIlLnC2xvZs47BZB9u7KH-O34Y3SasWcfLHvPPMO6MpireMLhlv2Oe1H8MA_XLrB1xS1rScyWfFKZO8XNQl5c8f3U-KVzGuKa14W9cvi5OyrSRjQp4Wf64CQsJArvUFM2SC4EC73qUdcZFAjN64HLfkt0sr4gaT5TE_DQTr_ATRjD0EghMOKeY4SbstkpLYjMGEkWwhuX1sD9gGjBimDAiYzZNuHExyfvhE9JjI4NOM2HiLIRclyROwEwxmLrgKfnCG_HR2wF3mx9nI6-JFB33EN8fzrPjx9cv3y-vF7berm8uL24URgskFIG0FUga8M9CKGqWWdasbg5p2GrmRvKttDZwZ0UnWWmGN5bKVVdVKNJyfFe8P3G3vozqOPiomaVOWbStEVtwcFNbDWm2D20DYKQ9O7T98uFMQkjM9qkaXFTONlhpK0aCRNdNUWrQUOO2YzazzY7VRb9CaPL8A_RPo08jgVurOT6oSdckrmQEfj4Dgf40Yk9q4aLDvYUA_HnzzWdlk6Yd_pP_vThxUJvgYA3YPZhhV8zreZ6l5HdVxHXPau8eNPCTd7x__C_w2464</recordid><startdate>20170601</startdate><enddate>20170601</enddate><creator>Lee, Mei-Yueh</creator><creator>Hsiao, Pi-Jung</creator><creator>Huang, Yu-Ting</creator><creator>Huang, Jiun-Chi</creator><creator>Hsu, Wei-Hao</creator><creator>Chen, Szu-Chia</creator><creator>Shin, Shyi-Jang</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-1610-4184</orcidid></search><sort><creationdate>20170601</creationdate><title>Greater HbA1c variability is associated with increased cardiovascular events in type 2 diabetes patients with preserved renal function, but not in moderate to advanced chronic kidney disease</title><author>Lee, Mei-Yueh ; Hsiao, Pi-Jung ; Huang, Yu-Ting ; Huang, Jiun-Chi ; Hsu, Wei-Hao ; Chen, Szu-Chia ; Shin, Shyi-Jang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4419-ae084e01a3fca846e9b968b7ceb0fbe3c93f6d6a31c4f918d4dcd39895589ec33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Ambulatory care</topic><topic>Angina</topic><topic>Apoptosis</topic><topic>Bioinformatics</topic><topic>Biology and life sciences</topic><topic>Cardiovascular disease</topic><topic>Cardiovascular diseases</topic><topic>Cardiovascular Diseases - 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This study aimed to determine if HbA1c variability is associated with cardiovascular events in type 2 diabetic patients and if different renal functions affect such association. This longitudinal study enrolled 8259 diabetic patients from the Kaohsiung Medical University Research Database in 2009 and were followed-up until 2015. Intra-individual HbA1C variability was defined as the standard deviation (SD) of HbA1c and cardiovascular events were defined as hospitalization for coronary artery disease, unstable angina, myocardial infarction, stroke, peripheral artery disease, and cardiovascular death. The patients were grouped into two based on their estimated glomerular filtration rate (eGFR) ≥ 60 or < 60 min/ml/1.73m2. In a mean follow-up period of 6.3 years, cardiovascular events were recorded in 8.9% of the patients. In an adjusted Cox model, high HbA1c SD (hazard ratio, 1.290; 95% confidence interval, 1.008-1.650; p = 0.043), but not mean HbA1c, was associated with significantly increased risk of cardiovascular events in patients with eGFR ≥ 60 min/ml/1.73m2. This association was not seen in patients with eGFR < 60 min/ml/1.73m2. In this study, greater HbA1c variability is associated with increased risk of cardiovascular among patients with preserved renal function, but not in those with moderate to advanced chronic kidney disease.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>28591149</pmid><doi>10.1371/journal.pone.0178319</doi><orcidid>https://orcid.org/0000-0002-1610-4184</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Ambulatory care Angina Apoptosis Bioinformatics Biology and life sciences Cardiovascular disease Cardiovascular diseases Cardiovascular Diseases - blood Cardiovascular Diseases - complications Cerebral infarction Clinical medicine Coronary artery Coronary artery disease Correlation analysis Death Diabetes Diabetes mellitus Diabetes Mellitus, Type 2 - blood Diabetes Mellitus, Type 2 - complications Diabetes Mellitus, Type 2 - physiopathology Diabetic retinopathy Endocrinology Epidermal growth factor receptors Female Glomerular filtration rate Glomerular Filtration Rate - physiology Glucose Glycated Hemoglobin A - metabolism Heart diseases Hemoglobin Hospitals Humans Hyperglycemia Hypoglycemia Internal medicine Kaplan-Meier Estimate Kidney diseases Kidney Function Tests Kidney transplantation Kinases Male Mathematical models Medical prognosis Medical research Medical statistics Medicine Medicine and health sciences Metabolism Middle Aged Mortality Myocardial infarction Nephrology Oxidative stress Patients Physical Sciences Proportional Hazards Models Renal function Renal Insufficiency, Chronic - blood Renal Insufficiency, Chronic - complications Risk Risk Factors Rodents Standard deviation Stroke Studies Variability |
title | Greater HbA1c variability is associated with increased cardiovascular events in type 2 diabetes patients with preserved renal function, but not in moderate to advanced chronic kidney disease |
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