Genetic Risk Reclassification for Type 2 Diabetes by Age Below or Above 50 Years Using 40 Type 2 Diabetes Risk Single Nucleotide Polymorphisms

被引:126
作者
de Miguel-Yanes, Jose M. [1 ,2 ,3 ]
Shrader, Peter [1 ]
Pencina, Michael J. [4 ]
Fox, Caroline S. [2 ,5 ]
Manning, Alisa K. [6 ]
Grant, Richard W. [1 ,2 ]
Dupuis, Josee [5 ,6 ]
Florez, Jose C. [2 ,7 ,8 ,9 ]
D'Agostino, Ralph B., Sr. [4 ,5 ]
Cupples, L. Adrienne [5 ,6 ]
Meigs, James B. [1 ,2 ]
机构
[1] Massachusetts Gen Hosp, Div Gen Med, Boston, MA 02114 USA
[2] Harvard Univ, Sch Med, Boston, MA USA
[3] Hosp Gen Univ Gregorio Maranon, Dept Med Interna, Madrid, Spain
[4] Boston Univ, Dept Math, Boston, MA 02215 USA
[5] NHLBI, Framingham Heart Study, Framingham, MA USA
[6] Boston Univ, Sch Publ Hlth, Dept Biostat, Boston, MA USA
[7] Massachusetts Gen Hosp, Diabet Unit, Boston, MA 02114 USA
[8] Massachusetts Gen Hosp, Ctr Human Genet Res, Boston, MA 02114 USA
[9] Broad Inst, Program Med & Populat Genet, Cambridge, MA USA
基金
美国国家卫生研究院;
关键词
ASSOCIATION ANALYSIS; SUSCEPTIBILITY LOCI; VARIANTS; MELLITUS;
D O I
10.2337/dc10-1265
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVE- To test if knowledge of type 2 diabetes genetic variants improves disease prediction. RESEARCH DESIGN AND METHODS- We tested 40 single nucleotide polymorphisms (SNPs) associated with diabetes in 3,471 Framingham Offspring Study subjects followed over 34 years using pooled logistic regression models stratified by age (<50 years, diabetes cases = 144; or >= 50 years, diabetes cases = 302). Models included clinical risk factors and a 40-SNP weighted genetic risk score. RESULTS- In people <50 years of age, the clinical risk factors model C-statistic was 0.908; the 40-SNP score increased it to 0.911 (P = 0.3; net reclassification improvement (NRI): 10.2%, P = 0.001). In people >= 50 years of age, the C-statistics without and with the score were 0.883 and 0.884 (P = 0.2; NRI: 0.4%). The risk per risk allele was higher in people <50 than >= 50 years of age (24 vs. 11%; P value for age interaction = 0.02). CONCLUSIONS- Knowledge of common genetic variation appropriately reclassifies younger people for type 2 diabetes risk beyond clinical risk factors but not older people.
引用
收藏
页码:121 / 125
页数:5
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