Single Cell Transcriptome Analysis of MCF-7 Reveals Consistently and Inconsistently Expressed Gene Groups Each Associated with Distinct Cellular Localization and Functions
Overview
Affiliations
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.
Wiraswati H, Fauziah N, Pradini G, Kurnia D, Kodir R, Berbudi A Metabolites. 2023; 13(2).
PMID: 36837900 PMC: 9966293. DOI: 10.3390/metabo13020281.
Untargeted LC-MS/MS Metabolomics Study on the MCF-7 Cell Line in the Presence of Valproic Acid.
Estrada-Perez A, Rosales-Hernandez M, Garcia-Vazquez J, Bakalara N, Fromager B, Correa-Basurto J Int J Mol Sci. 2022; 23(5).
PMID: 35269790 PMC: 8910739. DOI: 10.3390/ijms23052645.
Hamadneh L, Al-Lakkis L, Alhusban A, Tarawneh S, Abu-Irmaileh B, Albustanji S Genes (Basel). 2021; 12(5).
PMID: 34069745 PMC: 8160872. DOI: 10.3390/genes12050777.
de Mascena Costa L, Debnath D, Harmon A, de Sousa Araujo S, Souza H, de Athayde Filho P Oncol Lett. 2020; 20(3):2291-2301.
PMID: 32782546 PMC: 7399858. DOI: 10.3892/ol.2020.11763.
Cytotoxic Activity of the Mesoionic Compound MIH 2.4Bl in Breast Cancer Cell Lines.
de Mascena Costa L, Harmon A, Teixeira A, Cassio Silva de Lima F, de Sousa Araujo S, Del Piero F Breast Cancer (Auckl). 2020; 14:1178223420913330.
PMID: 32655277 PMC: 7331763. DOI: 10.1177/1178223420913330.