Andresen J Michael, Gayán Javier, Djoussé Luc, Roberts Simone, Brocklebank Denise, Cherny Stacey S, Cardon Lon R, Gusella James F, MacDonald Marcy E, Myers Richard H, Housman David E, Wexler Nancy S
Massachusetts Institute of Technology, 77 Massachusetts Ave., Cambridge, MA 02139, USA.
Ann Hum Genet. 2007 May;71(Pt 3):295-301. doi: 10.1111/j.1469-1809.2006.00335.x. Epub 2006 Dec 19.
Age of onset for Huntington's disease (HD) varies inversely with the length of the disease-causing CAG repeat expansion in the HD gene. A simple exponential regression model yielded adjusted R-squared values of 0.728 in a large set of Venezuelan kindreds and 0.642 in a North American, European, and Australian sample (the HD MAPS cohort). We present evidence that a two-segment exponential regression curve provides a significantly better fit than the simple exponential regression. A plot of natural log-transformed age of onset against CAG repeat length reveals this segmental relationship. This two-segment exponential regression on age of onset data increases the adjusted R-squared values by 0.012 in the Venezuelan kindreds and by 0.035 in the HD MAPS cohort. Although the amount of additional variance explained by the segmental regression approach is modest, the two slopes of the two-segment regression are significantly different from each other in both the Venezuelan kindreds [F(2, 439) = 11.13, P= 2 x 10(-5)] and in the HD MAPS cohort [F(2, 688) = 38.27, P= 2 x 10(-16)]. In both populations, the influence of each CAG repeat on age of onset appears to be stronger in the adult-onset range of CAG repeats than in the juvenile-onset range.
亨廷顿舞蹈症(HD)的发病年龄与HD基因中导致疾病的CAG重复序列扩展的长度呈反比。在一大组委内瑞拉家系中,一个简单的指数回归模型得出的调整后R平方值为0.728,在北美、欧洲和澳大利亚的样本(HD MAPS队列)中为0.642。我们提供的证据表明,两段指数回归曲线比简单指数回归拟合得更好。将自然对数转换后的发病年龄与CAG重复长度作图可揭示这种分段关系。对发病年龄数据进行的这种两段指数回归在委内瑞拉家系中将调整后R平方值提高了0.012,在HD MAPS队列中提高了0.035。尽管分段回归方法所解释的额外方差量不大,但在委内瑞拉家系[F(2, 439) = 11.13,P = 2×10⁻⁵]和HD MAPS队列[F(2, 688) = 38.27,P = 2×10⁻¹⁶]中,两段回归的两个斜率彼此显著不同。在这两个人群中,每个CAG重复对发病年龄的影响在CAG重复的成人发病范围内似乎比在青少年发病范围内更强。