Single cell transcriptome analysis of MCF-7 reveals consistently and inconsistently expressed gene groups each associated with distinct cellular localization and functions

被引:7
作者
Chiang, Yih-Shien [1 ]
Huang, Yu-Feng [1 ]
Midha, Mohit K. [1 ,2 ]
Chen, Tzu-Han [1 ]
Shiau, Hsin-Chieh [1 ]
Chiu, Kuo-Ping [1 ,2 ,3 ]
机构
[1] Acad Sinica, Genom Res Ctr, Taipei, Taiwan
[2] Natl Yang Ming Univ, Inst Biochem & Mol Biol, Taipei, Taiwan
[3] Natl Taiwan Univ, Coll Life Sci, Taipei, Taiwan
来源
PLOS ONE | 2018年 / 13卷 / 06期
关键词
CANCER;
D O I
10.1371/journal.pone.0199471
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:15
相关论文
共 22 条
[1]   Next-generation DNA sequencing techniques [J].
Ansorge, Wilhelm J. .
NEW BIOTECHNOLOGY, 2009, 25 (04) :195-203
[2]   Lactate Dehydrogenase-B Is Silenced by Promoter Methylation in a High Frequency of Human Breast Cancers [J].
Brown, Nicola J. ;
Higham, Sue E. ;
Perunovic, Branko ;
Arafa, Mohammad ;
Balasubramanian, Sabapathy ;
Rehman, Ishtiaq .
PLOS ONE, 2013, 8 (02)
[3]  
Chiu KP, 2016, SER BIOENG, P347, DOI 10.1007/978-3-662-49118-8_13
[4]   Evidence Based Selection of Housekeeping Genes [J].
de Jonge, Hendrik J. M. ;
Fehrmann, Rudolf S. N. ;
de Bont, Eveline S. J. M. ;
Hofstra, Robert M. W. ;
Gerbens, Frans ;
Kamps, Willem A. ;
de Vries, Elisabeth G. E. ;
van der Zee, Ate G. J. ;
Meerman, Gerard J. te ;
ter Elst, Arja .
PLOS ONE, 2007, 2 (09)
[5]   Epigenetic aberrations and cancer [J].
Ducasse, Miryam ;
Brown, Mark A. .
MOLECULAR CANCER, 2006, 5 (1)
[6]   Human housekeeping genes are compact [J].
Eisenberg, E ;
Levanon, EY .
TRENDS IN GENETICS, 2003, 19 (07) :362-365
[7]   Mechanisms of cancer drug resistance [J].
Gottesman, MM .
ANNUAL REVIEW OF MEDICINE, 2002, 53 :615-627
[8]   Hallmarks of Cancer: The Next Generation [J].
Hanahan, Douglas ;
Weinberg, Robert A. .
CELL, 2011, 144 (05) :646-674
[9]   Genetic and Epigenetic Heterogeneity in Cancer: A Genome-Centric Perspective [J].
Heng, Henry H. Q. ;
Bremer, Steven W. ;
Stevens, Joshua B. ;
Ye, Karen J. ;
Liu, Guo ;
Ye, Christine J. .
JOURNAL OF CELLULAR PHYSIOLOGY, 2009, 220 (03) :538-547
[10]   Drug Resistance in Cancer: An Overview [J].
Housman, Genevieve ;
Byler, Shannon ;
Heerboth, Sarah ;
Lapinska, Karolina ;
Longacre, Mckenna ;
Snyder, Nicole ;
Sarkar, Sibaji .
CANCERS, 2014, 6 (03) :1769-1792