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:
Indian Inst Sci Educ & Res Kolkata Mohanpur, Dept Biol Sci, Nadia, W Bengal, IndiaIndian Inst Sci Educ & Res Kolkata Mohanpur, Dept Biol Sci, Nadia, W Bengal, India
Adhikary, Raunak
Roy, Arnab
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Indian Inst Sci Educ & Res Kolkata Mohanpur, Dept Biol Sci, Nadia, W Bengal, IndiaIndian Inst Sci Educ & Res Kolkata Mohanpur, Dept Biol Sci, Nadia, W Bengal, India
机构:
Univ Roma La Sapienza, Dipartimento Fis, Rome, Italy
CNR, Soft & Living Matter Lab, Inst Nanotechnol, NANOTEC, Rome, ItalyUniv Roma La Sapienza, Dipartimento Fis, Rome, Italy
Martirosyan, Araks
Figliuzzi, Matteo
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UPMC, Univ Paris 04, Inst Calcul & Simulat, Paris, France
UPMC, Univ Paris 04, UMR 7238, Computat & Quantitat Biol, Paris, France
CNRS, UMR 7238, Computat & Quantitat Biol, Paris, FranceUniv Roma La Sapienza, Dipartimento Fis, Rome, Italy
Figliuzzi, Matteo
Marinari, Enzo
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Univ Roma La Sapienza, Dipartimento Fis, Rome, Italy
Ist Nazl Fis Nucl, Sez Roma 1, Rome, ItalyUniv Roma La Sapienza, Dipartimento Fis, Rome, Italy
Marinari, Enzo
De Martino, Andrea
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Univ Roma La Sapienza, Dipartimento Fis, Rome, Italy
CNR, Soft & Living Matter Lab, Inst Nanotechnol, NANOTEC, Rome, Italy
Ctr Life Nano Sci Sapienza, Ist Italiano Tecnol, Rome, ItalyUniv Roma La Sapienza, Dipartimento Fis, Rome, Italy
机构:
Harvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Harvard Univ, Sch Med, Dept Microbiol & Immunol, Boston, MA 02115 USA
Broad Inst Harvard & MIT, Cambridge, MA 02141 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Janas, Maja M.
Wang, Eric
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MIT, Dept Biol, Cambridge, MA 02139 USA
MIT, Robert Koch Inst, Cambridge, MA 02139 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Wang, Eric
Love, Tara
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Harvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Harvard Univ, Sch Med, Dept Microbiol & Immunol, Boston, MA 02115 USA
Broad Inst Harvard & MIT, Cambridge, MA 02141 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Love, Tara
Harris, Abigail S.
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Qiagen, Frederick, MD 21703 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Harris, Abigail S.
Stevenson, Kristen
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Harvard Univ, Sch Med, Dana Farber Canc Inst, Dept Biostat & Computat Biol, Boston, MA 02115 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Stevenson, Kristen
Semmelmann, Karlheinz
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Qiagen, Frederick, MD 21703 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Semmelmann, Karlheinz
Shaffer, Jonathan M.
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Qiagen, Frederick, MD 21703 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Shaffer, Jonathan M.
Chen, Po-Hao
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Harvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Harvard Univ, Sch Med, Dept Microbiol & Immunol, Boston, MA 02115 USA
Broad Inst Harvard & MIT, Cambridge, MA 02141 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Chen, Po-Hao
Doench, John G.
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Broad Inst Harvard & MIT, Cambridge, MA 02141 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Doench, John G.
Yerramilli, Subrahmanyam V. B. K.
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Qiagen, Frederick, MD 21703 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Yerramilli, Subrahmanyam V. B. K.
Neuberg, Donna S.
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Harvard Univ, Sch Med, Dana Farber Canc Inst, Dept Biostat & Computat Biol, Boston, MA 02115 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Neuberg, Donna S.
Iliopoulos, Dimitrios
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Harvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Harvard Univ, Sch Med, Dept Microbiol & Immunol, Boston, MA 02115 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Iliopoulos, Dimitrios
Housman, David E.
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机构:
MIT, Dept Biol, Cambridge, MA 02139 USA
MIT, Robert Koch Inst, Cambridge, MA 02139 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Housman, David E.
Burge, Christopher B.
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机构:
MIT, Dept Biol, Cambridge, MA 02139 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Burge, Christopher B.
Novina, Carl D.
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机构:
Harvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA
Harvard Univ, Sch Med, Dept Microbiol & Immunol, Boston, MA 02115 USA
Broad Inst Harvard & MIT, Cambridge, MA 02141 USAHarvard Univ, Sch Med, Dana Farber Canc Inst, Dept Canc Immunol & AIDS, Boston, MA 02115 USA