Systematic molecular evolution enables robust biomolecule discovery

被引:40
作者
DeBenedictis, Erika A. [1 ,2 ]
Chory, Emma J. [1 ,2 ,3 ,4 ]
Gretton, Dana W. [1 ]
Wang, Brian [1 ]
Golas, Stefan [1 ]
Esvelt, Kevin M. [1 ]
机构
[1] MIT, Media Lab, Cambridge, MA 02139 USA
[2] MIT, Dept Biol Engn, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[3] MIT, Inst Med Engn & Sci, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[4] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
关键词
TRANSFER-RNA SYNTHETASE; GENETIC-CODE; PROTEIN EVOLUTION; R-PACKAGE; IN-VITRO; SELECTION; CODONS; DOMAIN; STATES;
D O I
10.1038/s41592-021-01348-4
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Evolution occurs when selective pressures from the environment shape inherited variation over time. Within the laboratory, evolution is commonly used to engineer proteins and RNA, but experimental constraints have limited the ability to reproducibly and reliably explore factors such as population diversity, the timing of environmental changes and chance on outcomes. We developed a robotic system termed phage- and robotics-assisted near-continuous evolution (PRANCE) to comprehensively explore biomolecular evolution by performing phage-assisted continuous evolution in high-throughput. PRANCE implements an automated feedback control system that adjusts the stringency of selection in response to real-time measurements of each molecular activity. In evolving three distinct types of biomolecule, we find that evolution is reproducibly altered by both random chance and the historical pattern of environmental changes. This work improves the reliability of protein engineering and enables the systematic analysis of the historical, environmental and random factors governing biomolecular evolution. Phage and robotics-assisted near-continuous evolution enables phage-assisted continuous evolution in high throughput, allowing for improved exploration of sequence space and insight into how variables affect evolution outcomes.
引用
收藏
页码:55 / +
页数:23
相关论文
共 53 条
  • [1] Low Selection Pressure Aids the Evolution of Cooperative Ribozyme Mutations in Cells
    Amini, Zhaleh N.
    Mueller, Ulrich F.
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2013, 288 (46) : 33096 - 33106
  • [2] Exploring the limits of codon and anticodon size
    Anderson, JC
    Magliery, TJ
    Schultz, PG
    [J]. CHEMISTRY & BIOLOGY, 2002, 9 (02): : 237 - 244
  • [3] Development of potent in vivo mutagenesis plasmids with broad mutational spectra
    Badran, Ahmed H.
    Liu, David R.
    [J]. NATURE COMMUNICATIONS, 2015, 6
  • [4] Long-term monitoring of bacteria undergoing programmed population control in a microchemostat
    Balagaddé, FK
    You, LC
    Hansen, CL
    Arnold, FH
    Quake, SR
    [J]. SCIENCE, 2005, 309 (5731) : 137 - 140
  • [5] Genome evolution and adaptation in a long-term experiment with Escherichia coli
    Barrick, Jeffrey E.
    Yu, Dong Su
    Yoon, Sung Ho
    Jeong, Haeyoung
    Oh, Tae Kwang
    Schneider, Dominique
    Lenski, Richard E.
    Kim, Jihyun F.
    [J]. NATURE, 2009, 461 (7268) : 1243 - U74
  • [6] Spatiotemporal microbial evolution on antibiotic landscapes
    Baym, Michael
    Lieberman, Tami D.
    Kelsic, Eric D.
    Chait, Remy
    Gross, Rotem
    Yelin, Idan
    Kishony, Roy
    [J]. SCIENCE, 2016, 353 (6304) : 1147 - 1151
  • [7] An Adaptable Platform for Directed Evolution in Human Cells
    Berman, Chet M.
    Papa, Louis J., III
    Hendel, Samuel J.
    Moore, Christopher L.
    Suen, Patreece H.
    Weickhardt, Alexander F.
    Doan, Ngoc-Duc
    Kumar, Caiden M.
    Uil, Taco G.
    Butty, Vincent L.
    Hoeben, Robert C.
    Shoulders, Matthew D.
    [J]. JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2018, 140 (51) : 18093 - 18103
  • [8] Contingency and determinism in evolution: Replaying life's tape
    Blount, Zachary D.
    Lenski, Richard E.
    Losos, Jonathan B.
    [J]. SCIENCE, 2018, 362 (6415)
  • [9] Bryson DI, 2017, NAT CHEM BIOL, V13, P1253, DOI [10.1038/NCHEMBIO.2474, 10.1038/nchembio.2474]
  • [10] Structural basis for initiation of transcription from an RNA polymerase-promoter complex
    Cheetham, GMT
    Jeruzalmi, D
    Steitz, TA
    [J]. NATURE, 1999, 399 (6731) : 80 - 83