Department of Neurology, Nagoya University Graduate School of Medicine, Nagoya, Japan.
Biostatistics and Bioinformatics Section, Center for Advanced Medicine and Clinical Research, Nagoya University Hospital, Nagoya, Japan.
J Neurol Neurosurg Psychiatry. 2016 Aug;87(8):851-8. doi: 10.1136/jnnp-2015-311541. Epub 2016 Jan 8.
To classify the patterns of functional decline in patients with sporadic amyotrophic lateral sclerosis (ALS) and explore the genetic backgrounds that modified these patterns.
We included 465 patients with sporadic ALS in the analysis and clustered the longitudinal functional scores in the registered patients, using a mixture approach of a non-linear mixed-effects model. We conducted a genome-wide analysis of 572 983 single nucleotide polymorphisms (SNPs). We then assessed the association between the clusters of longitudinal functional scores and SNPs.
We identified the following four clusters of longitudinal functional decline in the cases: a rapid decline cluster, an intermediate decline cluster, a sigmoidal decline cluster and a moderate decline cluster. We identified seven SNPs associated with the rapid decline cluster, using a recessive model (p=3.47-8.34×10(-8)). The OR for the probabilities of the rapid decline cluster ranged from 5.5 to 5.84. Homozygosity for the minor alleles in the seven SNPs, which constituted a linkage disequilibrium (LD) block, was associated with decreased expression of TTN (encoding Titin, a large sarcomere protein) in the expression quantitative trait loci database of a large-scale Japanese genetic variation database (p=8.6×10(-10)-1.1×10(-7)). TTN expression in immortalised lymphocyte lines was decreased in patients who were homozygous for the minor alleles compared with those who were homozygous for the major alleles (n=19 in each group, p=0.002).
We detected an LD block associated with a rapid functional decline in patients with sporadic ALS, which is linked to decreased expression of TTN.
对散发性肌萎缩侧索硬化症(ALS)患者的功能衰退模式进行分类,并探讨改变这些模式的遗传背景。
我们对 465 名散发性 ALS 患者进行了分析,使用非线性混合效应模型的混合方法对登记患者的纵向功能评分进行聚类。我们对 572983 个单核苷酸多态性(SNP)进行了全基因组分析。然后,我们评估了纵向功能评分聚类与 SNP 之间的关联。
我们在病例中确定了以下四个纵向功能衰退聚类:快速衰退聚类、中间衰退聚类、S 型衰退聚类和中度衰退聚类。使用隐性模型(p=3.47-8.34×10(-8)),我们鉴定出与快速衰退聚类相关的七个 SNP。隐性模型下,七个 SNP 中,快速衰退聚类的概率 OR 范围为 5.5 到 5.84。七个 SNP 构成的连锁不平衡(LD)块中的杂合子,与大型日本遗传变异数据库的表达数量性状基因座数据库中 Titin(编码肌联蛋白,一种大肌节蛋白)的表达降低相关(p=8.6×10(-10)-1.1×10(-7))。与杂合子相比,纯合子患者的永生淋巴细胞系中 TTN 表达降低(每组 n=19,p=0.002)。
我们检测到与散发性 ALS 患者快速功能衰退相关的 LD 块,这与 Titin 表达降低有关。