Gialluisi Alessandro, Visconti Alessia, Willcutt Erik G, Smith Shelley D, Pennington Bruce F, Falchi Mario, DeFries John C, Olson Richard K, Francks Clyde, Fisher Simon E
Language and Genetics Department, Max Planck Institute for Psycholinguistics, Wundtlaan 1, 6525 XD Nijmegen, The Netherlands ; Department of Translational Research in Psychiatry, Max Planck Institute of Psychiatry, Munich, Germany.
Department of Twin Research and Genetic Epidemiology, King's College London, London, UK.
J Neurodev Disord. 2016 May 15;8:17. doi: 10.1186/s11689-016-9147-8. eCollection 2016.
Reading and language skills have overlapping genetic bases, most of which are still unknown. Part of the missing heritability may be caused by copy number variants (CNVs).
In a dataset of children recruited for a history of reading disability (RD, also known as dyslexia) or attention deficit hyperactivity disorder (ADHD) and their siblings, we investigated the effects of CNVs on reading and language performance. First, we called CNVs with PennCNV using signal intensity data from Illumina OmniExpress arrays (~723,000 probes). Then, we computed the correlation between measures of CNV genomic burden and the first principal component (PC) score derived from several continuous reading and language traits, both before and after adjustment for performance IQ. Finally, we screened the genome, probe-by-probe, for association with the PC scores, through two complementary analyses: we tested a binary CNV state assigned for the location of each probe (i.e., CNV+ or CNV-), and we analyzed continuous probe intensity data using FamCNV.
No significant correlation was found between measures of CNV burden and PC scores, and no genome-wide significant associations were detected in probe-by-probe screening. Nominally significant associations were detected (p10(-2)-10(-3)) within CNTN4 (contactin 4) and CTNNA3 (catenin alpha 3). These genes encode cell adhesion molecules with a likely role in neuronal development, and they have been previously implicated in autism and other neurodevelopmental disorders. A further, targeted assessment of candidate CNV regions revealed associations with the PC score (p0.026-0.045) within CHRNA7 (cholinergic nicotinic receptor alpha 7), which encodes a ligand-gated ion channel and has also been implicated in neurodevelopmental conditions and language impairment. FamCNV analysis detected a region of association (p~10(-2)-10(-4)) within a frequent deletion ~6 kb downstream of ZNF737 (zinc finger protein 737, uncharacterized protein), which was also observed in the association analysis using CNV calls.
These data suggest that CNVs do not underlie a substantial proportion of variance in reading and language skills. Analysis of additional, larger datasets is warranted to further assess the potential effects that we found and to increase the power to detect CNV effects on reading and language.
阅读和语言技能具有重叠的遗传基础,其中大部分仍不为人知。部分缺失的遗传力可能由拷贝数变异(CNV)引起。
在一个招募了有阅读障碍(RD,也称为诵读困难)或注意力缺陷多动障碍(ADHD)病史的儿童及其兄弟姐妹的数据集里,我们研究了CNV对阅读和语言表现的影响。首先,我们使用来自Illumina OmniExpress阵列(约723,000个探针)的信号强度数据,通过PennCNV来识别CNV。然后,我们计算了CNV基因组负担测量值与从几个连续的阅读和语言特征得出的第一主成分(PC)得分之间的相关性,这一计算在调整了操作智商前后都进行了。最后,我们通过两种互补分析逐探针筛选基因组,以寻找与PC得分的关联:我们测试了为每个探针位置指定的二元CNV状态(即CNV+或CNV-),并使用FamCNV分析连续的探针强度数据。
在CNV负担测量值与PC得分之间未发现显著相关性,在逐探针筛选中也未检测到全基因组显著关联。在接触蛋白4(CNTN4)和连环蛋白α3(CTNNA3)内检测到名义上显著的关联(p10⁻² - 10⁻³)。这些基因编码细胞粘附分子,可能在神经元发育中起作用,并且它们先前已与自闭症和其他神经发育障碍有关。对候选CNV区域的进一步靶向评估揭示了与编码配体门控离子通道且也与神经发育状况和语言障碍有关的α7烟碱型胆碱能受体(CHRNA7)内的PC得分存在关联(p0.026 - 0.045)。FamCNV分析在锌指蛋白737(ZNF737,未表征蛋白)下游约6 kb处的一个常见缺失区域检测到一个关联区域(p~10⁻² - 10⁻⁴),这在使用CNV调用的关联分析中也被观察到。
这些数据表明,CNV并非阅读和语言技能中很大一部分变异的基础。有必要分析更多更大的数据集,以进一步评估我们发现的潜在影响,并提高检测CNV对阅读和语言影响的能力。