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.
机构:
Shenzhen Univ, Coll Life Sci, Shenzhen Key Lab Microbial Genet Engn, Shenzhen, Peoples R China
Chinese Acad Sci, Inst Genet & Dev Biol, Beijing, Peoples R ChinaShenzhen Univ, Coll Life Sci, Shenzhen Key Lab Microbial Genet Engn, Shenzhen, Peoples R China
Ma, Xuan
Cao, Xiaofeng
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Chinese Acad Sci, Inst Genet & Dev Biol, Beijing, Peoples R ChinaShenzhen Univ, Coll Life Sci, Shenzhen Key Lab Microbial Genet Engn, Shenzhen, Peoples R China
Cao, Xiaofeng
Mo, Beixin
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Shenzhen Univ, Coll Life Sci, Shenzhen Key Lab Microbial Genet Engn, Shenzhen, Peoples R ChinaShenzhen Univ, Coll Life Sci, Shenzhen Key Lab Microbial Genet Engn, Shenzhen, Peoples R China
Mo, Beixin
Chen, Xuemei
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机构:
Univ Calif Riverside, Dept Bot & Plant Sci, Inst Integrat Genome Biol, Riverside, CA 92521 USA
Univ Calif Riverside, Howard Hughes Med Inst, Riverside, CA 92521 USAShenzhen Univ, Coll Life Sci, Shenzhen Key Lab Microbial Genet Engn, Shenzhen, Peoples R China
机构:
Rockefeller Univ, Howard Hughes Med Inst, Lab RNA Mol Biol, New York, NY 10021 USARockefeller Univ, Howard Hughes Med Inst, Lab RNA Mol Biol, New York, NY 10021 USA
Hafner, Markus
Ascano, Manuel, Jr.
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Rockefeller Univ, Howard Hughes Med Inst, Lab RNA Mol Biol, New York, NY 10021 USARockefeller Univ, Howard Hughes Med Inst, Lab RNA Mol Biol, New York, NY 10021 USA
Ascano, Manuel, Jr.
Tuschl, Thomas
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Rockefeller Univ, Howard Hughes Med Inst, Lab RNA Mol Biol, New York, NY 10021 USARockefeller Univ, Howard Hughes Med Inst, Lab RNA Mol Biol, New York, NY 10021 USA
机构:
Heilongjiang Univ Tradit Chinese Med, Grad Sch, Harbin, Peoples R ChinaHeilongjiang Univ Tradit Chinese Med, Grad Sch, Harbin, Peoples R China
Ma, Hanwen
Zhu, Luwen
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Heilongjiang Univ Chinese Med, Rehabil Ctr, Affiliated Hosp 2, Harbin, Peoples R ChinaHeilongjiang Univ Tradit Chinese Med, Grad Sch, Harbin, Peoples R China