Suppr超能文献

MCF-7 单细胞转录组分析揭示了一致和不一致表达的基因群,每个基因群都与独特的细胞定位和功能相关。

Single cell transcriptome analysis of MCF-7 reveals consistently and inconsistently expressed gene groups each associated with distinct cellular localization and functions.

机构信息

Genomics Research Center, Academia Sinica, Taipei, Taiwan.

Institute of Biochemistry and Molecular Biology, National Yang-Ming University, Taipei, Taiwan.

出版信息

PLoS One. 2018 Jun 19;13(6):e0199471. doi: 10.1371/journal.pone.0199471. eCollection 2018.

Abstract

Single cell transcriptome (SCT) analysis provides superior resolution to illustrate tumor cell heterogeneity for clinical implications. We characterized four SCTs of MCF-7 using 143 housekeeping genes (HKGs) as control, of which lactate dehydrogenase B (LDHB) expression is silenced. These SCT libraries mapped to 11,423, 11,486, 10,380, and 11,306 RefSeq genes (UCSC), respectively. High consistency in HKG expression levels across all four SCTs, along with transcriptional silencing of LDHB, was observed, suggesting a high sensitivity and reproducibility of the SCT analysis. Cross-library comparison on expression levels by scatter plotting revealed a linear correlation and an 83-94% overlap in transcript isoforms and expressed genes were also observed. To gain insight of transcriptional diversity among the SCTs, expressed genes were split into consistently expressed (CE) (expressed in all SCTs) and inconsistently expressed (IE) (expressed in some but not all SCTs) genes for further characterization, along with the 142 expressed HKGs as a reference. Distinct transcriptional strengths were found among these groups, with averages of 1,612.0, 88.0 and 1.2 FPKM for HKGs, CE and IE, respectively. Comparison between CE and IE groups further indicated that expressions of CE genes vary more significantly than that of IE genes. Gene Ontology analysis indicated that proteins encoded by CE genes are mainly involved in fundamental intracellular activities, while proteins encoded by IE genes are mainly for extracellular activities, especially acting as receptors or ion channels. The diversified gene expressions, especially for those encoded by IE genes, may contribute to cancer drug resistance.

摘要

单细胞转录组 (SCT) 分析为阐明肿瘤细胞异质性提供了卓越的分辨率,具有重要的临床意义。我们使用 143 个管家基因 (HKG) 作为对照,对 MCF-7 的四个 SCT 进行了特征描述,其中乳酸脱氢酶 B (LDHB) 的表达被沉默。这些 SCT 文库分别映射到 11423、11486、10380 和 11306 个 RefSeq 基因 (UCSC)。在所有四个 SCT 中,HKG 表达水平高度一致,同时观察到 LDHB 的转录沉默,这表明 SCT 分析具有较高的灵敏度和重现性。通过散点图进行跨库比较表达水平,发现转录本异构体和表达基因具有线性相关性,且 83%-94%重叠。为了深入了解 SCT 之间的转录多样性,将表达基因分为一致表达 (CE) (在所有 SCT 中表达) 和不一致表达 (IE) (在一些但不是所有 SCT 中表达) 基因,并将 142 个表达的 HKG 作为参考进行进一步特征描述。在这些基因中发现了不同的转录强度,平均值分别为 HKGs 的 1612.0、CE 的 88.0 和 IE 的 1.2 FPKM。CE 和 IE 组之间的比较进一步表明,CE 基因的表达变化比 IE 基因更为显著。基因本体论分析表明,CE 基因编码的蛋白质主要参与基本的细胞内活动,而 IE 基因编码的蛋白质主要参与细胞外活动,特别是作为受体或离子通道。多样化的基因表达,特别是那些由 IE 基因编码的蛋白质,可能有助于癌症药物耐药性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3991/6007910/2d3234b1b65a/pone.0199471.g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验