Experimental measurements and mathematical modeling of biological noise arising from transcriptional and translational regulation of basic synthetic gene circuits

被引:11
作者
Bandiera, Lucia [1 ]
Pasini, Alice [1 ]
Pasotti, Lorenzo [2 ,3 ]
Zucca, Susanna [2 ,3 ]
Mazzini, Giuliano [4 ,5 ]
Magni, Paolo [2 ,3 ]
Giordano, Emanuele [1 ,6 ,7 ]
Furini, Simone [8 ]
机构
[1] Univ Bologna, Dept Elect Elect & Informat Engn G Marconi DEI, Lab Cellular & Mol Engn S Cavalcanti, Cesena, Italy
[2] Univ Pavia, Dept Elect Comp & Biomed Engn, Via Palestro 3, I-27100 Pavia, Italy
[3] Univ Pavia, Ctr Hlth Technol, Via Palestro 3, I-27100 Pavia, Italy
[4] CNR, Inst Mol Genet, I-27100 Pavia, Italy
[5] Univ Pavia, Dept L Spallanzani, Via Palestro 3, I-27100 Pavia, Italy
[6] Univ Bologna, Interdept Ctr Ind Res HST CIRI, Hlth Sci & Technol, BioEngLab, Ozzano Dell Emilia, Italy
[7] Univ Bologna, ARCES, I-40126 Bologna, Italy
[8] Univ Siena, Dept Med Biotechnol, Via Laterina 8, I-53100 Siena, Italy
关键词
Gene-expression noise; Post-transcriptional regulation; Stochastic simulations; Synthetic biology; ESCHERICHIA-COLI; SMALL RNAS; POSTTRANSCRIPTIONAL REGULATION; EXPRESSION NOISE; MESSENGER-RNAS; PROTEIN; NETWORKS; CELLS; REPLICATION; MECHANISMS;
D O I
10.1016/j.jtbi.2016.02.004
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The small number of molecules, unevenly distributed within an isogenic cell population, makes gene expression a noisy process, and strategies have evolved to deal with this variability in protein concentration and to limit its impact on cellular behaviors. As translational efficiency has a major impact on biological noise, a possible strategy to control noise is to regulate gene expression processes at the post transcriptional level. In this study, fluctuations in the concentration of a green fluorescent protein were compared, at the single cell level, upon transformation of an isogenic bacterial cell population with synthetic gene circuits implementing either a transcriptional or a post-transcriptional control of gene expression. Experimental measurements showed that protein variability is lower under post transcriptional control, when the same average protein concentrations are compared. This effect is well reproduced by stochastic simulations, supporting the hypothesis that noise reduction is due to the control mechanism acting on the efficiency of translation. Similar strategies are likely to play a role in noise reduction in natural systems and to be useful for controlling noise in synthetic biology applications. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:153 / 160
页数:8
相关论文
共 53 条
[1]   Mechanism of RNA silencing by Hfq-binding small RNAs [J].
Aiba, Hiroji .
CURRENT OPINION IN MICROBIOLOGY, 2007, 10 (02) :134-139
[2]  
Andersen JB, 1998, APPL ENVIRON MICROB, V64, P2240
[3]   Effects of post-transcriptional regulation on phenotypic noise in Escherichia coli [J].
Arbel-Goren, Rinat ;
Tal, Asaf ;
Friedlander, Tamar ;
Meshner, Shiri ;
Costantino, Nina ;
Court, Donald L. ;
Stavans, Joel .
NUCLEIC ACIDS RESEARCH, 2013, 41 (09) :4825-4834
[4]   Filtering transcriptional noise during development: concepts and mechanisms [J].
Arias, AM ;
Hayward, P .
NATURE REVIEWS GENETICS, 2006, 7 (01) :34-44
[5]   Noise in protein expression scales with natural protein abundance [J].
Bar-Even, Arren ;
Paulsson, Johan ;
Maheshri, Narendra ;
Carmi, Miri ;
O'Shea, Erin ;
Pilpel, Yitzhak ;
Barkai, Naama .
NATURE GENETICS, 2006, 38 (06) :636-643
[6]   Engineering stability in gene networks by autoregulation [J].
Becskei, A ;
Serrano, L .
NATURE, 2000, 405 (6786) :590-593
[7]   Base pairing small RNAs and their roles in global regulatory networks [J].
Beisel, Chase L. ;
Storz, Gisela .
FEMS MICROBIOLOGY REVIEWS, 2010, 34 (05) :866-882
[9]   Global analysis of Escherichia coli RNA degradosome function using DNA microarrays [J].
Bernstein, JA ;
Lin, PH ;
Cohen, SN ;
Lin-Chao, S .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (09) :2758-2763
[10]   A Synthetic Post-transcriptional Controller To Explore the Modular Design of Gene Circuits [J].
Ceroni, Francesca ;
Furini, Simone ;
Stefan, Alessandra ;
Hochkoeppler, Alejandro ;
Giordano, Emanuele .
ACS SYNTHETIC BIOLOGY, 2012, 1 (05) :163-171