Mediation of the Effect of Glycemia on the Risk of CVD Outcomes in Type 1 Diabetes: The DCCT/EDIC Study
The Diabetes Control and Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC) study has demonstrated the major role of hyperglycemia as a risk factor for clinical cardiovascular outcomes in type 1 diabetes (T1D). We assessed whether and to what extent the effect...
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Veröffentlicht in: | Diabetes care 2019-07, Vol.42 (7), p.1284-1289 |
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description | The Diabetes Control and Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC) study has demonstrated the major role of hyperglycemia as a risk factor for clinical cardiovascular outcomes in type 1 diabetes (T1D). We assessed whether and to what extent the effect of glycemia is mediated by other established cardiovascular disease (CVD) risk factors.
In the DCCT, 1,441 participants were randomized to receive either intensive or conventional diabetes therapy. The EDIC observational follow-up study enrolled 96% of the surviving DCCT cohort with 94% of the survivors still actively participating after more than 27 years of follow-up. Mediation of the effect of glycemia, as captured by HbA
, on the subsequent CVD risk was quantified using the relative change in the CVD risk associated with HbA
between models without and with the potential mediator.
Adjusted for age, only a few factors (e.g., pulse, triglycerides, albumin excretion rate) explained more than 10% of the effect of glycemia on CVD risk when considered individually. In multivariable models, these traditional risk factors together mediated up to ∼50% of the effect of glycemia on the risk of CVD. However, the association between HbA
and the risk of CVD remained highly significant even after adjustment for these risk factors.
While HbA
is associated with many traditional CVD risk factors, its association with these factors alone cannot explain its effects on risk of CVD. Consequently, aggressive management of traditional nonglycemic CVD risk factors, coupled with aggressive glycemic management, is indicated for individuals with type 1 diabetes. |
doi_str_mv | 10.2337/dc18-1613 |
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In the DCCT, 1,441 participants were randomized to receive either intensive or conventional diabetes therapy. The EDIC observational follow-up study enrolled 96% of the surviving DCCT cohort with 94% of the survivors still actively participating after more than 27 years of follow-up. Mediation of the effect of glycemia, as captured by HbA
, on the subsequent CVD risk was quantified using the relative change in the CVD risk associated with HbA
between models without and with the potential mediator.
Adjusted for age, only a few factors (e.g., pulse, triglycerides, albumin excretion rate) explained more than 10% of the effect of glycemia on CVD risk when considered individually. In multivariable models, these traditional risk factors together mediated up to ∼50% of the effect of glycemia on the risk of CVD. However, the association between HbA
and the risk of CVD remained highly significant even after adjustment for these risk factors.
While HbA
is associated with many traditional CVD risk factors, its association with these factors alone cannot explain its effects on risk of CVD. Consequently, aggressive management of traditional nonglycemic CVD risk factors, coupled with aggressive glycemic management, is indicated for individuals with type 1 diabetes.</description><identifier>ISSN: 0149-5992</identifier><identifier>ISSN: 1935-5548</identifier><identifier>EISSN: 1935-5548</identifier><identifier>DOI: 10.2337/dc18-1613</identifier><identifier>PMID: 30894365</identifier><language>eng</language><publisher>United States: American Diabetes Association</publisher><subject>Albumin ; Blood glucose ; Cardiovascular and Metabolic Risk ; Cardiovascular disease ; Cardiovascular diseases ; Complications ; Coronary Artery Disease ; Design factors ; Diabetes ; Diabetes mellitus ; Diabetes mellitus (insulin dependent) ; Diabetes Mellitus, Type 1 ; Epidemiology ; Excretion ; Follow-Up Studies ; Glycated Hemoglobin - analysis ; Health risk assessment ; Health risks ; Humans ; Hyperglycemia ; Management ; Mediation ; Mediators ; Mendelian Randomization Analysis ; Randomization ; Research design ; Risk analysis ; Risk Factors ; Risk management ; Survival ; Therapy ; Triglycerides</subject><ispartof>Diabetes care, 2019-07, Vol.42 (7), p.1284-1289</ispartof><rights>2019 by the American Diabetes Association.</rights><rights>Copyright American Diabetes Association Jul 1, 2019</rights><rights>2019 by the American Diabetes Association. 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c403t-40a2dad9834a9bead19ef6a9d2c1ba37378f5ecf9917133169222263721d1a403</citedby><cites>FETCH-LOGICAL-c403t-40a2dad9834a9bead19ef6a9d2c1ba37378f5ecf9917133169222263721d1a403</cites><orcidid>0000-0001-9838-2841 ; 0000-0002-2184-9754 ; 0000-0002-4944-7968</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30894365$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bebu, Ionut</creatorcontrib><creatorcontrib>Braffett, Barbara H</creatorcontrib><creatorcontrib>Orchard, Trevor J</creatorcontrib><creatorcontrib>Lorenzi, Gayle M</creatorcontrib><creatorcontrib>Lachin, John M</creatorcontrib><creatorcontrib>DCCT/EDIC Research Group</creatorcontrib><creatorcontrib>the DCCT/EDIC Research Group</creatorcontrib><title>Mediation of the Effect of Glycemia on the Risk of CVD Outcomes in Type 1 Diabetes: The DCCT/EDIC Study</title><title>Diabetes care</title><addtitle>Diabetes Care</addtitle><description>The Diabetes Control and Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC) study has demonstrated the major role of hyperglycemia as a risk factor for clinical cardiovascular outcomes in type 1 diabetes (T1D). We assessed whether and to what extent the effect of glycemia is mediated by other established cardiovascular disease (CVD) risk factors.
In the DCCT, 1,441 participants were randomized to receive either intensive or conventional diabetes therapy. The EDIC observational follow-up study enrolled 96% of the surviving DCCT cohort with 94% of the survivors still actively participating after more than 27 years of follow-up. Mediation of the effect of glycemia, as captured by HbA
, on the subsequent CVD risk was quantified using the relative change in the CVD risk associated with HbA
between models without and with the potential mediator.
Adjusted for age, only a few factors (e.g., pulse, triglycerides, albumin excretion rate) explained more than 10% of the effect of glycemia on CVD risk when considered individually. In multivariable models, these traditional risk factors together mediated up to ∼50% of the effect of glycemia on the risk of CVD. However, the association between HbA
and the risk of CVD remained highly significant even after adjustment for these risk factors.
While HbA
is associated with many traditional CVD risk factors, its association with these factors alone cannot explain its effects on risk of CVD. Consequently, aggressive management of traditional nonglycemic CVD risk factors, coupled with aggressive glycemic management, is indicated for individuals with type 1 diabetes.</description><subject>Albumin</subject><subject>Blood glucose</subject><subject>Cardiovascular and Metabolic Risk</subject><subject>Cardiovascular disease</subject><subject>Cardiovascular diseases</subject><subject>Complications</subject><subject>Coronary Artery Disease</subject><subject>Design factors</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Diabetes mellitus (insulin dependent)</subject><subject>Diabetes Mellitus, Type 1</subject><subject>Epidemiology</subject><subject>Excretion</subject><subject>Follow-Up Studies</subject><subject>Glycated Hemoglobin - analysis</subject><subject>Health risk assessment</subject><subject>Health risks</subject><subject>Humans</subject><subject>Hyperglycemia</subject><subject>Management</subject><subject>Mediation</subject><subject>Mediators</subject><subject>Mendelian Randomization Analysis</subject><subject>Randomization</subject><subject>Research design</subject><subject>Risk analysis</subject><subject>Risk Factors</subject><subject>Risk management</subject><subject>Survival</subject><subject>Therapy</subject><subject>Triglycerides</subject><issn>0149-5992</issn><issn>1935-5548</issn><issn>1935-5548</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkV1rFDEUhoModl298A9IwBu9GJvvmXhRkNm1FioFXb0N2eRMmzozWScZYf-9GVqLmpuQvA8v5_Ag9JKSd4zz-tQ72lRUUf4IrajmspJSNI_RilChK6k1O0HPUrolhAjRNE_RCSeNFlzJFbr-DD7YHOKIY4fzDeBt14HLy-u8PzoYgsUlXJIvIf1Y_tvvG3w1ZxcHSDiMeHc8AKZ4E-weMqT3eFfgTdvuTrebixZ_zbM_PkdPOtsneHF_r9G3j9td-6m6vDq_aD9cVk4QnitBLPPW64YLq_dgPdXQKas9c3Rvec3rppPgOq1pTTmnSrNyFK8Z9dSWijU6u-s9zPsBvIMxT7Y3hykMdjqaaIP5NxnDjbmOv4xSRGslSsGb-4Ip_pwhZTOE5KDv7QhxToZRLZlsasEK-vo_9DbO01jWM4xJRZkQxcYavb2j3BRTmqB7GIYSs-gziz6z6Cvsq7-nfyD_-OK_ATlIklg</recordid><startdate>20190701</startdate><enddate>20190701</enddate><creator>Bebu, Ionut</creator><creator>Braffett, Barbara H</creator><creator>Orchard, Trevor J</creator><creator>Lorenzi, Gayle M</creator><creator>Lachin, John M</creator><general>American Diabetes Association</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>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-9838-2841</orcidid><orcidid>https://orcid.org/0000-0002-2184-9754</orcidid><orcidid>https://orcid.org/0000-0002-4944-7968</orcidid></search><sort><creationdate>20190701</creationdate><title>Mediation of the Effect of Glycemia on the Risk of CVD Outcomes in Type 1 Diabetes: The DCCT/EDIC Study</title><author>Bebu, Ionut ; Braffett, Barbara H ; Orchard, Trevor J ; Lorenzi, Gayle M ; Lachin, John M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c403t-40a2dad9834a9bead19ef6a9d2c1ba37378f5ecf9917133169222263721d1a403</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Albumin</topic><topic>Blood glucose</topic><topic>Cardiovascular and Metabolic Risk</topic><topic>Cardiovascular disease</topic><topic>Cardiovascular diseases</topic><topic>Complications</topic><topic>Coronary Artery Disease</topic><topic>Design factors</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>Diabetes mellitus (insulin dependent)</topic><topic>Diabetes Mellitus, Type 1</topic><topic>Epidemiology</topic><topic>Excretion</topic><topic>Follow-Up Studies</topic><topic>Glycated Hemoglobin - analysis</topic><topic>Health risk assessment</topic><topic>Health risks</topic><topic>Humans</topic><topic>Hyperglycemia</topic><topic>Management</topic><topic>Mediation</topic><topic>Mediators</topic><topic>Mendelian Randomization Analysis</topic><topic>Randomization</topic><topic>Research design</topic><topic>Risk analysis</topic><topic>Risk Factors</topic><topic>Risk management</topic><topic>Survival</topic><topic>Therapy</topic><topic>Triglycerides</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bebu, Ionut</creatorcontrib><creatorcontrib>Braffett, Barbara H</creatorcontrib><creatorcontrib>Orchard, Trevor J</creatorcontrib><creatorcontrib>Lorenzi, Gayle M</creatorcontrib><creatorcontrib>Lachin, John M</creatorcontrib><creatorcontrib>DCCT/EDIC Research Group</creatorcontrib><creatorcontrib>the DCCT/EDIC Research Group</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Diabetes care</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bebu, Ionut</au><au>Braffett, Barbara H</au><au>Orchard, Trevor J</au><au>Lorenzi, Gayle M</au><au>Lachin, John M</au><aucorp>DCCT/EDIC Research Group</aucorp><aucorp>the DCCT/EDIC Research Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mediation of the Effect of Glycemia on the Risk of CVD Outcomes in Type 1 Diabetes: The DCCT/EDIC Study</atitle><jtitle>Diabetes care</jtitle><addtitle>Diabetes Care</addtitle><date>2019-07-01</date><risdate>2019</risdate><volume>42</volume><issue>7</issue><spage>1284</spage><epage>1289</epage><pages>1284-1289</pages><issn>0149-5992</issn><issn>1935-5548</issn><eissn>1935-5548</eissn><abstract>The Diabetes Control and Complications Trial (DCCT)/Epidemiology of Diabetes Interventions and Complications (EDIC) study has demonstrated the major role of hyperglycemia as a risk factor for clinical cardiovascular outcomes in type 1 diabetes (T1D). We assessed whether and to what extent the effect of glycemia is mediated by other established cardiovascular disease (CVD) risk factors.
In the DCCT, 1,441 participants were randomized to receive either intensive or conventional diabetes therapy. The EDIC observational follow-up study enrolled 96% of the surviving DCCT cohort with 94% of the survivors still actively participating after more than 27 years of follow-up. Mediation of the effect of glycemia, as captured by HbA
, on the subsequent CVD risk was quantified using the relative change in the CVD risk associated with HbA
between models without and with the potential mediator.
Adjusted for age, only a few factors (e.g., pulse, triglycerides, albumin excretion rate) explained more than 10% of the effect of glycemia on CVD risk when considered individually. In multivariable models, these traditional risk factors together mediated up to ∼50% of the effect of glycemia on the risk of CVD. However, the association between HbA
and the risk of CVD remained highly significant even after adjustment for these risk factors.
While HbA
is associated with many traditional CVD risk factors, its association with these factors alone cannot explain its effects on risk of CVD. Consequently, aggressive management of traditional nonglycemic CVD risk factors, coupled with aggressive glycemic management, is indicated for individuals with type 1 diabetes.</abstract><cop>United States</cop><pub>American Diabetes Association</pub><pmid>30894365</pmid><doi>10.2337/dc18-1613</doi><tpages>6</tpages><orcidid>https://orcid.org/0000-0001-9838-2841</orcidid><orcidid>https://orcid.org/0000-0002-2184-9754</orcidid><orcidid>https://orcid.org/0000-0002-4944-7968</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Albumin Blood glucose Cardiovascular and Metabolic Risk Cardiovascular disease Cardiovascular diseases Complications Coronary Artery Disease Design factors Diabetes Diabetes mellitus Diabetes mellitus (insulin dependent) Diabetes Mellitus, Type 1 Epidemiology Excretion Follow-Up Studies Glycated Hemoglobin - analysis Health risk assessment Health risks Humans Hyperglycemia Management Mediation Mediators Mendelian Randomization Analysis Randomization Research design Risk analysis Risk Factors Risk management Survival Therapy Triglycerides |
title | Mediation of the Effect of Glycemia on the Risk of CVD Outcomes in Type 1 Diabetes: The DCCT/EDIC Study |
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