Estimation of VLDL, IDL, LDL, HDL2, apoA-I, and apoB from the Friedewald inputs-apoB and IDL, but not LDL, are associated with mortality in type 1 diabetes

被引:30
作者
Niemi, Jaakko [1 ]
Makinen, Ville-Petteri [1 ,2 ,3 ]
Heikkonen, Jukka [1 ]
Tenkanen, Leena [4 ]
Hiltunen, Yrjo [5 ]
Hannuksela, Minna L. [6 ,7 ,8 ]
Jauhiainen, Matti [9 ]
Forsblom, Carol [2 ,3 ]
Taskinen, Marja-Riitta [10 ]
Kesaniemi, Y. Antero [6 ,7 ]
Savolainen, Markku J. [6 ,7 ]
Kaski, Kimmo [1 ]
Groop, Per-Henrik [2 ,3 ]
Kovanen, Petri T. [11 ]
Ala-Korpela, Mika [1 ,2 ,3 ]
机构
[1] Aalto Univ, Dept Biomed Engn & Computat Sci, Computat Med Res Grp, FIN-02150 Espoo, Finland
[2] Folkhalsan Res Ctr, Inst Genet, Dept Diabet Genet, Helsinki, Finland
[3] Univ Helsinki, Cent Hosp, Dept Med, Div Nephrol, FIN-00014 Helsinki, Finland
[4] Helsinki Heart Study, Helsinki, Finland
[5] Univ Kuopio, Dept Environm Sci, FIN-70211 Kuopio, Finland
[6] Univ Oulu, Bioctr Oulu, FI-90014 Oulu, Finland
[7] Univ Oulu, Clin Res Ctr, Dept Internal Med, FI-90014 Oulu, Finland
[8] Univ Oulu, Dept Clin Chem, FI-90014 Oulu, Finland
[9] Natl Publ Hlth Inst, Dept Mol Med, Helsinki, Finland
[10] Univ Helsinki, Dept Med, Div Cardiol, FIN-00014 Helsinki, Finland
[11] Wihuri Res Inst, SF-00140 Helsinki, Finland
基金
芬兰科学院;
关键词
Diabetes mellitus; lipid metabolism; medical informatics computing; metabolic diseases; neural networks (computer); ultracentrifugation; vascular diseases; LOW-DENSITY-LIPOPROTEIN; CORONARY-ARTERY-DISEASE; CHRONIC-RENAL-FAILURE; APOLIPOPROTEIN-B; CHOLESTEROL CONCENTRATION; MYOCARDIAL-INFARCTION; METABOLIC SYNDROME; HEART-DISEASE; PLASMA; RISK;
D O I
10.1080/07853890902893392
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background. There is an unmet need for a straightforward and cost-effective assessment of multiple lipoprotein risk factors for vascular diseases. Aims. 1) To study the relation of various lipoprotein lipid and apolipoprotein (apo) measures on the Friedewald inputs, i.e. plasma triglycerides (TG), cholesterol (TC), and high-density lipoprotein cholesterol (HDL-C). 2) To build up regression models for the appropriate measures based solely on the Friedewald inputs. Methods. Data were available for 1,775 plasma samples, from which very-low-density lipoprotein (VLDL), intermediate-density lipoprotein (IDL), low-density lipoprotein (LDL), and HDL were also isolated by ultracentrifugation. For HDL2-C and apolipoproteins, 343 and 247 samples were available, respectively. Results. Accurate models were obtained for VLDL-TG (cross-validation r = 0.98), LDL-C (r = 0.91), HDL2-C (r = 0.92), apoA-I (r = 0.92), and apoB (r = 0.95). A semi-quantitative model was obtained for IDL-C (r = 0.78). Due to the anticipated role of IDL-C in atherosclerosis, it was still kept within the accepted models and pursued further. The associations of the estimates with premature deaths were studied in 4,084 patients with type 1 diabetes. The associations of IDL-C and LDL- C were markedly different, the best predictors of mortality being apoB, apoB to apoA-I ratio, and IDL-C. Conclusions. The new models allow identification of clinically relevant lipoprotein profiles with no added cost to the conventional Friedewald formula.
引用
收藏
页码:451 / U69
页数:13
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