Effects of microRNA-mediated negative feedback on gene expression noise
被引:2
作者:
Adhikary, Raunak
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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
Adhikary, Raunak
[1
]
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Roy, Arnab
[1
]
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Jolly, Mohit Kumar
[2
]
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Das, Dipjyoti
[1
]
机构:
[1] Indian Inst Sci Educ & Res Kolkata Mohanpur, Dept Biol Sci, Nadia, W Bengal, India
[2] Indian Inst Sci, Ctr BioSyst Sci & Engn, Bengaluru, India
MicroRNAs (miRNAs) are small noncoding RNAs that regulate gene expression post-transcriptionally in eukaryotes by binding with target mRNAs and preventing translation. miRNA-mediated feedback motifs are ubiquitous in various genetic networks that control cellular decision making. A key question is how such a feedback mechanism may affect gene expression noise. To answer this, we have developed a mathematical model to study the effects of a miRNA-dependent negative-feedback loop on mean expression and noise in target mRNAs. Combining analytics and simulations, we show the existence of an expression threshold demarcating repressed and expressed regimes in agreement with earlier studies. The steady-state mRNA distributions are bimodal near the threshold, where copy numbers of mRNAs and miRNAs exhibit enhanced anticorrelated fluctuations. Moreover, variation of negative-feedback strength shifts the threshold locations and modulates the noise profiles. Notably, the miRNA-mRNA binding affinity and feedback strength collectively shape the bimodality. We also compare our model with a direct auto-repression motif, where a gene produces its own repressor. Auto-repression fails to produce bimodal mRNA distributions as found in miRNA-based indirect repression, suggesting the crucial role of miRNAs in creating phenotypic diversity. Together, we demonstrate how miRNA-dependent negative feedback modifies the expression threshold and leads to a broader parameter regime of bimodality compared to the no-feedback case.
机构:
Ohio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
Ohio State Univ, Coll Med, Div Pulm, Columbus, OH 43210 USAOhio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
Aguda, Baltazar D.
Kim, Yangjin
论文数: 0引用数: 0
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机构:
Ohio State Univ, Math Biosci Inst, Columbus, OH 43210 USAOhio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
Kim, Yangjin
Piper-Hunter, Melissa G.
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Coll Med, Div Pulm, Columbus, OH 43210 USAOhio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
Piper-Hunter, Melissa G.
Friedman, Avner
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Math Biosci Inst, Columbus, OH 43210 USAOhio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
Friedman, Avner
Marsh, Clay B.
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Coll Med, Div Pulm, Columbus, OH 43210 USAOhio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Ala, Ugo
Karreth, Florian A.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Karreth, Florian A.
Bosia, Carla
论文数: 0引用数: 0
h-index: 0
机构:
Human Genet Fdn, I-10126 Turin, ItalyHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Bosia, Carla
Pagnani, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Human Genet Fdn, I-10126 Turin, Italy
Politecn Torino, Dept Appl Sci & Technol, I-10129 Turin, Italy
Politecn Torino, Ctr Computat Studies, I-10129 Turin, ItalyHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Pagnani, Andrea
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Taulli, Riccardo
Leopold, Valentine
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Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Leopold, Valentine
Tay, Yvonne
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h-index: 0
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Tay, Yvonne
Provero, Paolo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turin, Ctr Mol Biotechnol, I-10124 Turin, Italy
Univ Turin, Dept Mol Biotechnol & Hlth Sci, I-10124 Turin, ItalyHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Provero, Paolo
Zecchina, Riccardo
论文数: 0引用数: 0
h-index: 0
机构:
Human Genet Fdn, I-10126 Turin, Italy
Politecn Torino, Dept Appl Sci & Technol, I-10129 Turin, Italy
Politecn Torino, Ctr Computat Studies, I-10129 Turin, ItalyHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USA
Arvey, Aaron
Larsson, Erik
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机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USA
Larsson, Erik
Sander, Chris
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USA
Sander, Chris
Leslie, Christina S.
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USA
Leslie, Christina S.
Marks, Debora S.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Syst Biol, Boston, MA USAMem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USA
机构:
Childrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USAChildrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Bartman, Caroline R.
Hsu, Sarah C.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USAChildrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Hsu, Sarah C.
Hsiung, Chris C. -S.
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h-index: 0
机构:
Childrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USAChildrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Hsiung, Chris C. -S.
Raj, Arjun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USAChildrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Raj, Arjun
Blobel, Gerd A.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USAChildrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
机构:
Ohio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
Ohio State Univ, Coll Med, Div Pulm, Columbus, OH 43210 USAOhio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
Aguda, Baltazar D.
Kim, Yangjin
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Math Biosci Inst, Columbus, OH 43210 USAOhio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
Kim, Yangjin
Piper-Hunter, Melissa G.
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Coll Med, Div Pulm, Columbus, OH 43210 USAOhio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
Piper-Hunter, Melissa G.
Friedman, Avner
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Math Biosci Inst, Columbus, OH 43210 USAOhio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
Friedman, Avner
Marsh, Clay B.
论文数: 0引用数: 0
h-index: 0
机构:
Ohio State Univ, Coll Med, Div Pulm, Columbus, OH 43210 USAOhio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Ala, Ugo
Karreth, Florian A.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Karreth, Florian A.
Bosia, Carla
论文数: 0引用数: 0
h-index: 0
机构:
Human Genet Fdn, I-10126 Turin, ItalyHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Bosia, Carla
Pagnani, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Human Genet Fdn, I-10126 Turin, Italy
Politecn Torino, Dept Appl Sci & Technol, I-10129 Turin, Italy
Politecn Torino, Ctr Computat Studies, I-10129 Turin, ItalyHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Pagnani, Andrea
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机构:
Taulli, Riccardo
Leopold, Valentine
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Leopold, Valentine
Tay, Yvonne
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Tay, Yvonne
Provero, Paolo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turin, Ctr Mol Biotechnol, I-10124 Turin, Italy
Univ Turin, Dept Mol Biotechnol & Hlth Sci, I-10124 Turin, ItalyHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
Provero, Paolo
Zecchina, Riccardo
论文数: 0引用数: 0
h-index: 0
机构:
Human Genet Fdn, I-10126 Turin, Italy
Politecn Torino, Dept Appl Sci & Technol, I-10129 Turin, Italy
Politecn Torino, Ctr Computat Studies, I-10129 Turin, ItalyHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr,Canc Genet Program, Beth Israel Deaconess Canc Ctr,Dept Pathol & Med, Boston, MA 02215 USA
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USA
Arvey, Aaron
Larsson, Erik
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USA
Larsson, Erik
Sander, Chris
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USA
Sander, Chris
Leslie, Christina S.
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USAMem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USA
Leslie, Christina S.
Marks, Debora S.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Dept Syst Biol, Boston, MA USAMem Sloan Kettering Canc Ctr, Computat Biol Program, New York, NY 10065 USA
机构:
Childrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USAChildrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Bartman, Caroline R.
Hsu, Sarah C.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USAChildrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Hsu, Sarah C.
Hsiung, Chris C. -S.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USAChildrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Hsiung, Chris C. -S.
Raj, Arjun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Bioengn, Philadelphia, PA 19104 USAChildrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Raj, Arjun
Blobel, Gerd A.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp, Div Hematol, Philadelphia, PA 19104 USA
Univ Penn, Perelman Sch Med, Philadelphia, PA 19104 USAChildrens Hosp, Div Hematol, Philadelphia, PA 19104 USA