Synthetic gene networks recapitulate dynamic signal decoding and differential gene expression

被引:21
作者
Benzinger, Dirk [1 ,2 ]
Ovinnikov, Serguei [1 ,3 ]
Khammash, Mustafa [1 ]
机构
[1] Swiss Fed Inst Technol, Dept Biosyst Sci & Engn D BSSE, Mattenstr 26, CH-4058 Basel, Switzerland
[2] Francis Crick Inst, 1 Midland Rd, London NW1 1AT, England
[3] Univ Zurich, Dept Mol Life Sci, Winterthurerstr 190, CH-8057 Zurich, Switzerland
基金
欧洲研究理事会;
关键词
SACCHAROMYCES-CEREVISIAE; BETA-CAROTENE; REAL-TIME; TRANSCRIPTION; INFORMATION; PATHWAY; SYSTEM; ACTIVATION; YEAST; TRANSFORMATION;
D O I
10.1016/j.cels.2022.02.004
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Cells live in constantly changing environments and employ dynamic signaling pathways to transduce information about the signals they encounter. However, the mechanisms by which dynamic signals are decoded into appropriate gene expression patterns remain poorly understood. Here, we devise networked optogenetic pathways that achieve dynamic signal processing functions that recapitulate cellular information processing. Exploiting light-responsive transcriptional regulators with differing response kinetics, we build a falling edge pulse detector and show that this circuit can be employed to demultiplex dynamically encoded signals. We combine this demultiplexer with dCas9-based gene networks to construct pulsatile signal filters and decoders. Applying information theory, we show that dynamic multiplexing significantly increases the information transmission capacity from signal to gene expression state. Finally, we use dynamic multiplexing for precise multidimensional regulation of a heterologous metabolic pathway. Our results elucidate design principles of dynamic information processing and provide original synthetic systems capable of decoding complex signals for biotechnological applications.
引用
收藏
页码:353 / +
页数:18
相关论文
共 79 条
[1]   Dual-controlled optogenetic system for the rapid down-regulation of protein levels in mammalian cells [J].
Baaske, Julia ;
Gonschorek, Patrick ;
Engesser, Raphael ;
Dominguez-Monedero, Alazne ;
Raute, Katrin ;
Fischbach, Patrick ;
Mueller, Konrad ;
Cachat, Elise ;
Schamel, Wolfgang W. A. ;
Minguet, Susana ;
Davies, Jamie A. ;
Timmer, Jens ;
Weber, Wilfried ;
Zurbriggen, Matias D. .
SCIENTIFIC REPORTS, 2018, 8
[2]   Complex signal processing in synthetic gene circuits using cooperative regulatory assemblies [J].
Bashor, Caleb J. ;
Patel, Nikit ;
Choubey, Sandeep ;
Beyzavi, Ali ;
Kondev, Jane ;
Collins, James J. ;
Khalil, Ahmad S. .
SCIENCE, 2019, 364 (6440) :593-+
[3]   A synthetic multicellular system for programmed pattern formation [J].
Basu, S ;
Gerchman, Y ;
Collins, CH ;
Arnold, FH ;
Weiss, R .
NATURE, 2005, 434 (7037) :1130-1134
[4]   Kinetic insulation as an effective mechanism for achieving pathway specificity in intracellular signaling networks [J].
Behar, Marcelo ;
Dohlman, Henrik G. ;
Elston, Timothy C. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (41) :16146-16151
[5]   Pulsatile inputs achieve tunable attenuation of gene expression variability and graded multi-gene regulation [J].
Benzinger, Dirk ;
Khammash, Mustafa .
NATURE COMMUNICATIONS, 2018, 9
[6]   PULSATILE PATTERNS IN HORMONE-SECRETION [J].
BRABANT, G ;
PRANK, K ;
SCHOFL, C .
TRENDS IN ENDOCRINOLOGY AND METABOLISM, 1992, 3 (05) :183-190
[7]  
Brachmann CB, 1998, YEAST, V14, P115
[8]   Dynamic metabolic engineering: New strategies for developing responsive cell factories [J].
Brockman, Irene M. ;
Prather, Kristala L. J. .
BIOTECHNOLOGY JOURNAL, 2015, 10 (09) :1360-1369
[9]   Nucleocytoplasmic Shuttling of a GATA Transcription Factor Functions as a Development Timer [J].
Cai, Huaqing ;
Katoh-Kurasawa, Mariko ;
Muramoto, Tetsuya ;
Santhanam, Balaji ;
Long, Yu ;
Li, Lei ;
Ueda, Masahiro ;
Iglesias, Pablo A. ;
Shaulsky, Gad ;
Devreotes, Peter N. .
SCIENCE, 2014, 343 (6177) :1329-+
[10]   Frequency-modulated nuclear localization bursts coordinate gene regulation [J].
Cai, Long ;
Dalal, Chiraj K. ;
Elowitz, Michael B. .
NATURE, 2008, 455 (7212) :485-U16