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Single Cell Transcriptome Analysis of MCF-7 Reveals Consistently and Inconsistently Expressed Gene Groups Each Associated with Distinct Cellular Localization and Functions

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Journal PLoS One
Date 2018 Jun 20
PMID 29920548
Citations 7
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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.

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References
1.
Eisenberg E, Levanon E . Human housekeeping genes are compact. Trends Genet. 2003; 19(7):362-5. DOI: 10.1016/S0168-9525(03)00140-9. View

2.
Heng H, Bremer S, Stevens J, Ye K, Liu G, Ye C . Genetic and epigenetic heterogeneity in cancer: a genome-centric perspective. J Cell Physiol. 2009; 220(3):538-47. DOI: 10.1002/jcp.21799. View

3.
Navin N, Hicks J . Future medical applications of single-cell sequencing in cancer. Genome Med. 2011; 3(5):31. PMC: 3219072. DOI: 10.1186/gm247. View

4.
Maekawa M, Taniguchi T, Ishikawa J, Sugimura H, Sugano K, Kanno T . Promoter hypermethylation in cancer silences LDHB, eliminating lactate dehydrogenase isoenzymes 1-4. Clin Chem. 2003; 49(9):1518-20. DOI: 10.1373/49.9.1518. View

5.
Mortazavi A, Williams B, McCue K, Schaeffer L, Wold B . Mapping and quantifying mammalian transcriptomes by RNA-Seq. Nat Methods. 2008; 5(7):621-8. DOI: 10.1038/nmeth.1226. View