Single-cell analyses reveal increased gene expression variability in human neurodevelopmental conditions.

IF 8.1 1区 生物学 Q1 GENETICS & HEREDITY
American journal of human genetics Pub Date : 2025-04-03 Epub Date: 2025-03-07 DOI:10.1016/j.ajhg.2025.02.011
Suraj Upadhya, Jenny A Klein, Anna Nathanson, Kristina M Holton, Lindy E Barrett
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引用次数: 0

Abstract

Interindividual variation in phenotypic penetrance and severity is found in many neurodevelopmental conditions, although the underlying mechanisms remain largely unresolved. Within individuals, homogeneous cell types (i.e., genetically identical and in similar environments) can differ in molecule abundance. Here, we investigate the hypothesis that neurodevelopmental conditions can drive increased variability in gene expression, not just differential gene expression. Leveraging independent single-cell and single-nucleus RNA sequencing datasets derived from human brain-relevant cell and tissue types, we identify a significant increase in gene expression variability driven by the autosomal aneuploidy trisomy 21 (T21) as well as autism-associated chromodomain helicase DNA binding protein 8 (CHD8) haploinsufficiency. Our analyses are consistent with a global and, in part, stochastic increase in variability, which is uncoupled from changes in transcript abundance. Highly variable genes tend to be cell-type specific with modest enrichment for repressive H3K27me3, while least variable genes are more likely to be constrained and associated with active histone marks. Our results indicate that human neurodevelopmental conditions can drive increased gene expression variability in brain cell types, with the potential to contribute to diverse phenotypic outcomes. These findings also provide a scaffold for understanding variability in disease, essential for deeper insights into genotype-phenotype relationships.

单细胞分析揭示了人类神经发育条件下基因表达变异性的增加。
在许多神经发育疾病中发现了表型外显率和严重程度的个体间变异,尽管潜在的机制在很大程度上仍未解决。在个体内,同质细胞类型(即基因相同和环境相似)在分子丰度上可能不同。在这里,我们研究了神经发育条件可以驱动基因表达增加变异性的假设,而不仅仅是差异基因表达。利用来自人脑相关细胞和组织类型的独立单细胞和单核RNA测序数据集,我们发现由常染色体非整倍体21三体(T21)和自闭症相关的染色体结构解旋酶DNA结合蛋白8 (CHD8)单倍不足驱动的基因表达变异性显著增加。我们的分析结果与变异的全球和部分随机增加相一致,这与转录丰度的变化无关。高度可变的基因往往是细胞类型特异性的,对抑制性H3K27me3具有适度的富集,而最少可变的基因更有可能受到限制,并与活性组蛋白标记相关。我们的研究结果表明,人类神经发育状况可以驱动脑细胞类型中基因表达变异性的增加,从而有可能导致不同的表型结果。这些发现也为理解疾病的变异性提供了一个框架,对于深入了解基因型-表型关系至关重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
14.70
自引率
4.10%
发文量
185
审稿时长
1 months
期刊介绍: The American Journal of Human Genetics (AJHG) is a monthly journal published by Cell Press, chosen by The American Society of Human Genetics (ASHG) as its premier publication starting from January 2008. AJHG represents Cell Press's first society-owned journal, and both ASHG and Cell Press anticipate significant synergies between AJHG content and that of other Cell Press titles.
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