Department of Cell Biology and Physiology, UNC Neuroscience Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
Carolina Institute for Developmental Disabilities, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA.
Sci Rep. 2019 Mar 14;9(1):4529. doi: 10.1038/s41598-019-39016-5.
We previously used RNA-seq to identify chemicals whose effects on neuronal gene expression mimicked transcriptional signatures of autism, aging, and neurodegeneration. However, this approach was costly and time consuming, which limited our study to testing a single chemical concentration on mixed sex cortical neuron cultures. Here, we adapted a targeted transcriptomic method (RASL-seq, similar to TempO-seq) to interrogate changes in expression of a set of 56 signature genes in response to a library of 350 chemicals and chemical mixtures at four concentrations in male and female mouse neuronal cultures. This enabled us to replicate and expand our previous classifications, and show that transcriptional responses were largely equivalent between sexes. Overall, we found that RASL-seq can be used to accelerate the pace at which chemicals and mixtures that transcriptionally mimic autism and other neuropsychiatric diseases can be identified, and provides a cost-effective way to quantify gene expression with a panel of marker genes.
我们之前使用 RNA-seq 来鉴定那些影响神经元基因表达的化学物质,这些化学物质的作用类似于自闭症、衰老和神经退行性变的转录特征。然而,这种方法既昂贵又耗时,这限制了我们的研究只能在混合性别皮质神经元培养物上测试单一化学浓度。在这里,我们改编了一种靶向转录组学方法(RASL-seq,类似于 TempO-seq),以检测一组 56 个特征基因在雄性和雌性小鼠神经元培养物中对 350 种化学物质和化学混合物文库的 4 个浓度的表达变化。这使我们能够复制和扩展我们之前的分类,并表明转录反应在性别之间基本相当。总的来说,我们发现 RASL-seq 可用于加速鉴定转录模拟自闭症和其他神经精神疾病的化学物质和混合物的速度,并提供了一种使用标记基因组合进行定量基因表达的经济有效的方法。