Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA.
Cedars-Sinai Biomanufacturing Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
Nat Commun. 2024 May 2;15(1):3606. doi: 10.1038/s41467-024-47758-8.
Amyotrophic Lateral Sclerosis (ALS), like many other neurodegenerative diseases, is highly heritable, but with only a small fraction of cases explained by monogenic disease alleles. To better understand sporadic ALS, we report epigenomic profiles, as measured by ATAC-seq, of motor neuron cultures derived from a diverse group of 380 ALS patients and 80 healthy controls. We find that chromatin accessibility is heavily influenced by sex, the iPSC cell type of origin, ancestry, and the inherent variance arising from sequencing. Once these covariates are corrected for, we are able to identify ALS-specific signals in the data. Additionally, we find that the ATAC-seq data is able to predict ALS disease progression rates with similar accuracy to methods based on biomarkers and clinical status. These results suggest that iPSC-derived motor neurons recapitulate important disease-relevant epigenomic changes.
肌萎缩侧索硬化症(ALS)与许多其他神经退行性疾病一样,具有高度的遗传性,但仅有一小部分病例可以用单基因疾病等位基因解释。为了更好地理解散发性 ALS,我们报告了源自 380 名 ALS 患者和 80 名健康对照者的运动神经元培养物的表观基因组图谱,这些图谱是通过 ATAC-seq 测量的。我们发现染色质可及性受到性别、iPSC 细胞起源类型、祖先和测序产生的固有变异的严重影响。一旦纠正了这些协变量,我们就能够在数据中识别出 ALS 特异性信号。此外,我们发现 ATAC-seq 数据能够以与基于生物标志物和临床状况的方法相似的准确性预测 ALS 疾病进展速度。这些结果表明,源自 iPSC 的运动神经元重现了与疾病相关的重要表观遗传变化。