The relationship of blood glucose with cardiovascular disease ismediated over time by traditional risk factors in type 1 diabetes: the DCCT/EDIC study

被引:61
作者
Bebu, Ionut [1 ]
Braffett, Barbara H. [1 ]
Pop-Busui, Rodica [2 ]
Orchard, Trevor J. [3 ]
Nathan, David M. [4 ]
Lachin, John M. [1 ]
机构
[1] George Washington Univ, Biostat Ctr, 6110 Execut Blvd, Rockville, MD 20852 USA
[2] Univ Michigan, Dept Internal Med, Div Metab Endocrinol & Diabet, Ann Arbor, MI 48109 USA
[3] Univ Pittsburgh, Grad Sch Publ Hlth, Pittsburgh, PA USA
[4] Harvard Med Sch, Massachusetts Gen Hosp, Boston, MA USA
关键词
Area under the curve; Cardiovascular disease; Mediation proportion; Type; 1; diabetes; COMPLICATIONS-TRIAL/EPIDEMIOLOGY; INTERVENTIONS; OUTCOMES;
D O I
10.1007/s00125-017-4374-4
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims/hypothesis Chronic hyperglycaemia, as measured by HbA(1c) levels, is a major risk factor for atherosclerosis and cardiovascular disease (CVD) in type 1 diabetes. Our aim was to describe the degree to which the effect of HbA(1c) on the risk of CVD is mediated by its effect on traditional risk factors over time, and how these mediation pathways change over time. Methods The DCCT and its observational follow-up study, the Epidemiology of Diabetes Interventions and Complications (EDIC), followed 1441 participants for a mean of 27 years, with periodic measurement of HbA(1c) and risk factors over time. We assessed the proportion of the HbA(1c) effect on risk of CVD that was mediated through its effects on systolic BP (SBP), pulse rate, triacylglycerols and LDL-cholesterol (LDLc) levels, and how the proportion mediated changed over time. Results The association of HbA(1c) with CVD outcomes was stable over time, while that of traditional risk factors (SBP, pulse rate, triacylglycerols and LDLc) increased. At 10 years of followup, the effect of HbA(1c) on 10 year CVD risk was minimally mediated by SBP (2.7%), increasing to 26% at 20 years. Likewise, from 10 year follow-up to 20 year follow-up, the proportion of HbA(1c) effect mediated through pulse rate increased from 6.3% to 29.3%, through triacylglycerols from 2.2% to 22.4%, and through LDLc from 9.2% to 30.7%. Conclusions/interpretation As participants age, the predictive association of mean HbA(1c) on subsequent CVD events is increasingly mediated by its effect on standard risk factors. Thus, management of traditional non-glycaemic CVD risk factors may have increasing benefits in an ageing type 1 diabetes population with longstanding hyperglycaemia.
引用
收藏
页码:2084 / 2091
页数:8
相关论文
共 16 条
  • [1] [Anonymous], 2016, DIABETES CARE
  • [2] General cardiovascular risk profile for use in primary care - The Framingham Heart Study
    D'Agostino, Ralph B.
    Vasan, Ramachandran S.
    Pencina, Michael J.
    Wolf, Philip A.
    Cobain, Mark
    Massaro, Joseph M.
    Kannel, William B.
    [J]. CIRCULATION, 2008, 117 (06) : 743 - 753
  • [3] DCCT Res Grp, 1986, DIABETES, V35, P530
  • [4] Long-term Renal Outcomes of Patients With Type 1 Diabetes Mellitus and Microalbuminuria An Analysis of the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications Cohort
    de Boer, Ian H.
    Rue, Tessa C.
    Cleary, Patricia A.
    Lachin, John M.
    Molitch, Mark E.
    Steffes, Michael W.
    Sun, Wanjie
    Zinman, Bernard
    Brunzell, John D.
    [J]. ARCHIVES OF INTERNAL MEDICINE, 2011, 171 (05) : 412 - 420
  • [5] FRIEDEWALD WT, 1972, CLIN CHEM, V18, P499
  • [6] Genuth S, 1999, DIABETES CARE, V22, P99
  • [7] 2013 ACC/AHA Guideline on the Assessment of Cardiovascular Risk A Report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines
    Goff, David C., Jr.
    Lloyd-Jones, Donald M.
    Bennett, Glen
    Coady, Sean
    D'Agostino, Ralph B., Sr.
    Gibbons, Raymond
    Greenland, Philip
    Lackland, Daniel T.
    Levy, Daniel
    O'Donnell, Christopher J.
    Robinson, Jennifer G.
    Schwartz, J. Sanford
    Shero, Susan T.
    Smith, Sidney C., Jr.
    Sorlie, Paul
    Stone, Neil J.
    Wilson, Peter W. F.
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2014, 63 (25) : 2935 - 2959
  • [8] Survival model predictive accuracy and ROC curves
    Heagerty, PJ
    Zheng, YY
    [J]. BIOMETRICS, 2005, 61 (01) : 92 - 105
  • [9] Update on Cardiovascular Outcomes at 30 Years of the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications Study
    Lachin, John M.
    Orchard, Trevor J.
    Nathan, David M.
    [J]. DIABETES CARE, 2014, 37 (01) : 39 - 43
  • [10] Direct and Indirect Effects in a Survival Context
    Lange, Theis
    Hansen, Jorgen V.
    [J]. EPIDEMIOLOGY, 2011, 22 (04) : 575 - 581