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

被引:30
作者
Dai, Yao [1 ]
Cao, Yumeng [1 ]
Kohler, Jens [2 ]
Lu, Aiping [1 ]
Xu, Shaohua [1 ]
Wang, Haiyun [1 ]
机构
[1] Tongji Univ, Sch Life Sci & Technol, Shanghai Matern & Infant Hosp 1, Dept Gynecol, Shanghai 200092, Peoples R China
[2] Dana Farber Canc Inst, Dept Med Oncol, Boston, MA 02215 USA
基金
中国国家自然科学基金;
关键词
Reference gene; qRT-PCR; Cancer exosome; RNA-Seq; miRNA-Seq; REAL-TIME; EXTRACELLULAR VESICLES; EXPRESSION ANALYSIS; PROSTATE-CANCER; TUMOR-GROWTH; NORMALIZATION; BIOMARKERS; COMMUNICATION; MICROVESICLES; BIOLOGY;
D O I
10.1186/s12864-020-07318-y
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
BackgroundExosomes 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.ResultsIn 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.ConclusionsOur 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.
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页数:13
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