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基于 RNA-Seq 的无偏性分析鉴定和验证用于定量 RT-PCR 分析癌症外泌体的参考基因。

Unbiased RNA-Seq-driven identification and validation of reference genes for quantitative RT-PCR analyses of pooled cancer exosomes.

机构信息

Department of Gynecology, Shanghai First Maternity and Infant Hospital, School of Life Sciences and Technology, Tongji University, Shanghai, 200092, China.

Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, 02215, USA.

出版信息

BMC Genomics. 2021 Jan 6;22(1):27. doi: 10.1186/s12864-020-07318-y.

Abstract

BACKGROUND

Exosomes are extracellular vesicles (EVs) derived from endocytic compartments of eukaryotic cells which contain various biomolecules like mRNAs or miRNAs. Exosomes influence the biologic behaviour and progression of malignancies and are promising candidates as non-invasive diagnostic biomarkers or as targets for therapeutic interventions. Usually, quantitative real-time polymerase chain reaction (qRT-PCR) is used to assess gene expression in cancer exosomes, however, the ideal reference genes for normalization yet remain to be identified.

RESULTS

In this study, we performed an unbiased analysis of high-throughput mRNA and miRNA-sequencing data from exosomes of patients with various cancer types and identify candidate reference genes and miRNAs in cancer exosomes. The expression stability of these candidate reference genes was evaluated by the coefficient of variation "CV" and the average expression stability value "M". We subsequently validated these candidate reference genes in exosomes from an independent cohort of ovarian cancer patients and healthy control individuals by qRT-PCR.

CONCLUSIONS

Our study identifies OAZ1 and hsa-miR-6835-3p as the most reliable individual reference genes for mRNA and miRNA quantification, respectively. For superior accuracy, we recommend the use of a combination of reference genes - OAZ1/SERF2/MPP1 for mRNA and hsa-miR-6835-3p/hsa-miR-4468-3p for miRNA analyses.

摘要

背景

外泌体是真核细胞内吞小泡衍生的细胞外囊泡,其中包含各种生物分子,如 mRNAs 或 miRNAs。外泌体影响恶性肿瘤的生物学行为和进展,是作为非侵入性诊断生物标志物或治疗干预靶点的有前途的候选物。通常,定量实时聚合酶链反应(qRT-PCR)用于评估癌症外泌体中的基因表达,但仍需确定理想的标准化参考基因。

结果

在这项研究中,我们对来自各种癌症类型患者的外泌体的高通量 mRNA 和 miRNA 测序数据进行了无偏分析,鉴定了癌症外泌体中的候选参考基因和 miRNAs。通过变异系数“CV”和平均表达稳定性值“M”评估这些候选参考基因的表达稳定性。随后,我们通过 qRT-PCR 在卵巢癌患者和健康对照个体的独立外泌体队列中验证了这些候选参考基因。

结论

我们的研究确定 OAZ1 和 hsa-miR-6835-3p 分别是 mRNA 和 miRNA 定量最可靠的个体参考基因。为了获得更高的准确性,我们建议使用一组参考基因-OAZ1/SERF2/MPP1 进行 mRNA 分析和 hsa-miR-6835-3p/hsa-miR-4468-3p 进行 miRNA 分析。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/54e8/7789813/7cec8aa3582a/12864_2020_7318_Fig1_HTML.jpg

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