Institute for Integrative Toxicology, Michigan State University, East Lansing, Michigan; Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan.
Institute for Integrative Toxicology, Michigan State University, East Lansing, Michigan; Department of Biomedical Engineering, Institute for Quantitative Health Science and Engineering, Michigan State University, East Lansing, Michigan; Department of Pharmacology and Toxicology, Michigan State University, East Lansing, Michigan.
Cell Mol Gastroenterol Hepatol. 2021;11(1):147-159. doi: 10.1016/j.jcmgh.2020.07.012. Epub 2020 Aug 10.
Characterization of cell specific transcriptional responses to hepatotoxicants is lost in the averages of bulk RNA-sequencing (RNA-seq). Single-cell/nuclei RNA-seq technologies enable the transcriptomes of individual cell (sub)types to be assessed within the context of in vivo models.
Single-nuclei RNA-sequencing (snSeq) of frozen liver samples from male C57BL/6 mice gavaged with sesame oil vehicle or 30 μg/kg 2,3,7,8-tetrachlorodibenzo-p-dioxin (TCDD) every 4 days for 28 days was used to demonstrate the application of snSeq for the evaluation of xenobiotics.
A total of 19,907 genes were detected across 16,015 nuclei from control and TCDD-treated livers. Eleven cell (sub)types reflected the expected cell diversity of the liver including distinct pericentral, midzonal, and periportal hepatocyte subpopulations. TCDD altered relative proportions of cell types and elicited cell-specific gene expression profiles. For example, macrophages increased from 0.5% to 24.7%, while neutrophils were only present in treated samples, consistent with histological evaluation. The number of differentially expressed genes (DEGs) in each cell type ranged from 122 (cholangiocytes) to 7625 (midcentral hepatocytes), and loosely correlated with the basal expression level of Ahr, the canonical mediator of TCDD and related compounds. In addition to the expected functions within each cell (sub)types, RAS signaling and related pathways were specifically enriched in nonparenchymal cells while metabolic process enrichment occurred primarily in hepatocytes. snSeq also identified the expansion of a Kupffer cell subtype highly expressing Gpnmb, as reported in a dietary NASH model.
We show that snSeq of frozen liver samples can be used to assess cell-specific transcriptional changes and population shifts in models of hepatotoxicity when examining freshly isolated cells is not feasible.
在批量 RNA 测序(RNA-seq)的平均值中,对肝毒物的细胞特异性转录反应的特征会丢失。单细胞/核 RNA-seq 技术使个体细胞(亚)类型的转录组能够在体内模型中进行评估。
对雄性 C57BL/6 小鼠进行冷冻肝样本的单细胞 RNA 测序(snSeq),这些小鼠每隔 4 天接受 30μg/kg 2,3,7,8-四氯二苯并二恶英(TCDD)或芝麻油载体处理 28 天,以证明 snSeq 可用于评估外源性化学物质。
在对照和 TCDD 处理的肝脏中,总共检测到 19907 个基因,涉及 16015 个核。11 种细胞(亚)类型反映了肝脏的预期细胞多样性,包括不同的中央、中周和周边肝细胞亚群。TCDD 改变了细胞类型的相对比例,并引起了细胞特异性基因表达谱。例如,巨噬细胞从 0.5%增加到 24.7%,而中性粒细胞仅存在于处理过的样本中,与组织学评估一致。每个细胞类型中的差异表达基因(DEG)数量从 122(胆管细胞)到 7625(中中央肝细胞)不等,并且与 TCDD 和相关化合物的经典介质 Ahr 的基础表达水平大致相关。除了每个细胞(亚)类型的预期功能外,RAS 信号和相关途径在非实质细胞中特异性富集,而代谢过程的富集主要发生在肝细胞中。snSeq 还鉴定了一种库普弗细胞亚型的扩张,该亚型高度表达 Gpnmb,正如饮食性 NASH 模型中报道的那样。
我们表明,当检查新鲜分离的细胞不可行时,冷冻肝样本的 snSeq 可用于评估肝毒性模型中的细胞特异性转录变化和群体转移。