Single-cell RNA sequencing for the identification of early-stage lung cancer biomarkers from circulating blood

被引:13
|
作者
Kim, Jinhong [1 ]
Xu, Zhaolin [2 ]
Marignani, Paola A. [1 ,2 ]
机构
[1] Dalhousie Univ, Fac Med, Dept Biochem & Mol Biol, Room 9F1,5850 Coll St, Halifax, NS B3H 1X5, Canada
[2] Dalhousie Univ, Fac Med, Dept Pathol, Room 734C,5788 Univ Ave, Halifax, NS B3H 1V8, Canada
关键词
GENE-EXPRESSION; BREAST-CANCER; ADENOCARCINOMA; METASTASIS; THERAPY; LOCUS;
D O I
10.1038/s41525-021-00248-y
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Lung cancer accounts for more than half of the new cancers diagnosed world-wide with poor survival rates. Despite the development of chemical, radiological, and immunotherapies, many patients do not benefit from these therapies, as recurrence is common. We performed single-cell RNA-sequencing (scRNA-seq) analysis using Fluidigm C1 systems to characterize human lung cancer transcriptomes at single-cell resolution. Validation of scRNA-seq differentially expressed genes (DEGs) through quantitative real time-polymerase chain reaction (qRT-PCR) found a positive correlation in fold-change values between C-X-C motif chemokine ligand 1 (CXCL1) and 2 (CXCL2) compared with bulk-cell level in 34 primary lung adenocarcinomas (LUADs) from Stage I patients. Furthermore, we discovered an inverse correlation between chemokine mRNAs, miR-532-5p, and miR-1266-3p in early-stage primary LUADs. Specially, miR-532-5p was quantifiable in plasma from the corresponding LUADs. Collectively, we identified markers of early-stage lung cancer that were validated in primary lung tumors and circulating blood.
引用
收藏
页数:15
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