Synthetic mammalian transgene negative autoregulation

Abstract Biological networks contain overrepresented small‐scale topologies, typically called motifs. A frequently appearing motif is the transcriptional negative‐feedback loop, where a gene product represses its own transcription. Here, using synthetic circuits stably integrated in human kidney cel...

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Main Authors: Vinay Shimoga, Jacob T White, Yi Li, Eduardo Sontag, Leonidas Bleris
Format: Article
Language:English
Published: Springer Nature 2013-06-01
Series:Molecular Systems Biology
Subjects:
Online Access:https://doi.org/10.1038/msb.2013.27
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author Vinay Shimoga
Jacob T White
Yi Li
Eduardo Sontag
Leonidas Bleris
author_facet Vinay Shimoga
Jacob T White
Yi Li
Eduardo Sontag
Leonidas Bleris
author_sort Vinay Shimoga
collection DOAJ
description Abstract Biological networks contain overrepresented small‐scale topologies, typically called motifs. A frequently appearing motif is the transcriptional negative‐feedback loop, where a gene product represses its own transcription. Here, using synthetic circuits stably integrated in human kidney cells, we study the effect of negative‐feedback regulation on cell‐wide (extrinsic) and gene‐specific (intrinsic) sources of uncertainty. We develop a theoretical approach to extract the two noise components from experiments and show that negative feedback results in significant total noise reduction by reducing extrinsic noise while marginally increasing intrinsic noise. We compare the results to simple negative regulation, where a constitutively transcribed transcription factor represses a reporter protein. We observe that the control architecture also reduces the extrinsic noise but results in substantially higher intrinsic fluctuations. We conclude that negative feedback is the most efficient way to mitigate the effects of extrinsic fluctuations by a sole regulatory wiring.
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spelling doaj.art-bb91144f3cc34b1a857ea9220e34ccea2024-11-03T12:56:14ZengSpringer NatureMolecular Systems Biology1744-42922013-06-01911710.1038/msb.2013.27Synthetic mammalian transgene negative autoregulationVinay Shimoga0Jacob T White1Yi Li2Eduardo Sontag3Leonidas Bleris4Bioengineering Department, The University of Texas at DallasBioengineering Department, The University of Texas at DallasBioengineering Department, The University of Texas at DallasDepartment of Mathematics, Rutgers UniversityBioengineering Department, The University of Texas at DallasAbstract Biological networks contain overrepresented small‐scale topologies, typically called motifs. A frequently appearing motif is the transcriptional negative‐feedback loop, where a gene product represses its own transcription. Here, using synthetic circuits stably integrated in human kidney cells, we study the effect of negative‐feedback regulation on cell‐wide (extrinsic) and gene‐specific (intrinsic) sources of uncertainty. We develop a theoretical approach to extract the two noise components from experiments and show that negative feedback results in significant total noise reduction by reducing extrinsic noise while marginally increasing intrinsic noise. We compare the results to simple negative regulation, where a constitutively transcribed transcription factor represses a reporter protein. We observe that the control architecture also reduces the extrinsic noise but results in substantially higher intrinsic fluctuations. We conclude that negative feedback is the most efficient way to mitigate the effects of extrinsic fluctuations by a sole regulatory wiring.https://doi.org/10.1038/msb.2013.27cellular noisehuman cellsnegative feedbacktransgenes
spellingShingle Vinay Shimoga
Jacob T White
Yi Li
Eduardo Sontag
Leonidas Bleris
Synthetic mammalian transgene negative autoregulation
Molecular Systems Biology
cellular noise
human cells
negative feedback
transgenes
title Synthetic mammalian transgene negative autoregulation
title_full Synthetic mammalian transgene negative autoregulation
title_fullStr Synthetic mammalian transgene negative autoregulation
title_full_unstemmed Synthetic mammalian transgene negative autoregulation
title_short Synthetic mammalian transgene negative autoregulation
title_sort synthetic mammalian transgene negative autoregulation
topic cellular noise
human cells
negative feedback
transgenes
url https://doi.org/10.1038/msb.2013.27
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AT jacobtwhite syntheticmammaliantransgenenegativeautoregulation
AT yili syntheticmammaliantransgenenegativeautoregulation
AT eduardosontag syntheticmammaliantransgenenegativeautoregulation
AT leonidasbleris syntheticmammaliantransgenenegativeautoregulation