On the role of extrinsic noise in microRNA-mediated bimodal gene expression

被引:16
|
作者
Del Giudice, Marco [1 ,2 ]
Bo, Stefano [3 ,4 ]
Grigolon, Silvia [5 ]
Bosia, Carla [1 ,2 ]
机构
[1] Politecn Torino, Dept Appl Sci & Technol, Turin, Italy
[2] Italian Inst Gen Med, Turin, Italy
[3] Royal Inst Technol, Nordita, Stockholm, Sweden
[4] Stockholm Univ, Stockholm, Sweden
[5] Francis Crick Inst, London, England
基金
英国惠康基金; 英国医学研究理事会;
关键词
RNA HALF-LIFE; SINGLE-CELL; MESSENGER-RNAS; NETWORKS; CYCLE; PROLIFERATION; STOCHASTICITY; PLURIPOTENT; VARIABILITY; INHIBITION;
D O I
10.1371/journal.pcbi.1006063
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Several studies highlighted the relevance of extrinsic noise in shaping cell decision making and differentiation in molecular networks. Bimodal distributions of gene expression levels provide experimental evidence of phenotypic differentiation, where the modes of the distribution often correspond to different physiological states of the system. We theoretically address the presence of bimodal phenotypes in the context of microRNA (miRNA)-mediated regulation. MiRNAs are small noncoding RNA molecules that downregulate the expression of their target mRNAs. The nature of this interaction is titrative and induces a threshold effect: below a given target transcription rate almost no mRNAs are free and available for translation. We investigate the effect of extrinsic noise on the system by introducing a fluctuating miRNA-transcription rate. We find that the presence of extrinsic noise favours the presence of bimodal target distributions which can be observed for a wider range of parameters compared to the case with intrinsic noise only and for lower miRNA-target interaction strength. Our results suggest that combining threshold-inducing interactions with extrinsic noise provides a simple and robust mechanism for obtaining bimodal populations without requiring fine tuning. Furthermore, we characterise the protein distribution's dependence on protein half-life.
引用
收藏
页数:26
相关论文
共 50 条
  • [31] Trip to ER MicroRNA-mediated translational repression in plants
    Ma, Xuan
    Cao, Xiaofeng
    Mo, Beixin
    Chen, Xuemei
    RNA BIOLOGY, 2013, 10 (10) : 1586 - 1592
  • [32] New insights in the mechanism of microRNA-mediated target repression
    Hafner, Markus
    Ascano, Manuel, Jr.
    Tuschl, Thomas
    NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2011, 18 (11) : 1181 - 1182
  • [33] MicroRNA-mediated gene silencing modulates the UV-induced DNA-damage response
    Pothof, Joris
    Verkaik, Nicole S.
    van IJcken, Wilfred
    Wiemer, Erik A. C.
    Ta, Van T. B.
    van der Horst, Gijsbertus T. J.
    Jaspers, Nicolaas G. J.
    van Gent, Dik C.
    Hoeijmakers, Jan H. J.
    Persengiev, Stephan P.
    EMBO JOURNAL, 2009, 28 (14) : 2090 - 2099
  • [34] Effects of microRNA-mediated IGF-1 gene silencing on telomerase activity and cell proliferation in deer antler cells
    Hu, Wei
    Li, Ting
    Li, Mu
    Wu, Lei
    Meng, Xingyu
    Tian, Yuhua
    CANADIAN JOURNAL OF ANIMAL SCIENCE, 2014, 94 (03) : 417 - 425
  • [35] Translational Repression and eIF4A2 Activity Are Critical for MicroRNA-Mediated Gene Regulation
    Meijer, H. A.
    Kong, Y. W.
    Lu, W. T.
    Wilczynska, A.
    Spriggs, R. V.
    Robinson, S. W.
    Godfrey, J. D.
    Willis, A. E.
    Bushell, M.
    SCIENCE, 2013, 340 (6128) : 82 - 85
  • [36] Mathematical Modeling of microRNA-Mediated Mechanisms of Translation Repression
    Zinovyev, Andrei
    Morozova, Nadya
    Gorban, Alexander N.
    Harel-Belan, Annick
    MICRORNA CANCER REGULATION: ADVANCED CONCEPTS, BIOINFORMATICS AND SYSTEMS BIOLOGY TOOLS, 2013, 774 : 189 - 224
  • [37] MicroRNA-Mediated Processes are Essential for the Cellular Radiation Response
    Kraemer, Anne
    Anastasov, Natasa
    Angermeier, Marita
    Winkler, Klaudia
    Atkinson, Michael J.
    Moertl, Simone
    RADIATION RESEARCH, 2011, 176 (05) : 575 - 586
  • [38] MicroRNA-Mediated Drug Repurposing Unveiled Potential Candidate Drugs for Prolactinoma Treatment
    Aydin, Busra
    Arslan, Sema
    Bayrakli, Fatih
    Karademir, Betul
    Arga, Kazim Yalcin
    NEUROENDOCRINOLOGY, 2022, 112 (02) : 161 - 173
  • [39] Exploring the role of traditional Chinese medicine rehabilitation in stroke based on microRNA-mediated pyroptosis: A review
    Ma, Hanwen
    Zhu, Luwen
    MEDICINE, 2024, 103 (38) : e39685
  • [40] Quantifying Extrinsic Noise in Gene Expression Using the Maximum Entropy Framework
    Dixit, Purushottam D.
    BIOPHYSICAL JOURNAL, 2013, 104 (12) : 2743 - 2750