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Population-based heteropolymer design to mimic protein mixtures

Journal Article · · Nature (London)
 [1];  [1];  [1];  [1];  [2];  [1];  [1];  [3];  [4];  [2];  [1];  [1];  [5]
  1. Univ. of California, Berkeley, CA (United States)
  2. Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)
  3. Univ. of California, Berkeley, CA (United States); Xiamen Univ. (China). MOE Key Laboratory of Spectrochemical Analysis and Instrumentation
  4. Univ. of California, Berkeley, CA (United States); Northwestern Univ., Evanston, IL (United States)
  5. Univ. of California, Berkeley, CA (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Biological fluids, the most complex blends, have compositions that constantly vary and cannot be molecularly defined. Despite these uncertainties, proteins fluctuate, fold, function and evolve as programmed. We propose that in addition to the known monomeric sequence requirements, protein sequences encode multi-pair interactions at the segmental level to navigate random encounters; synthetic heteropolymers capable of emulating such interactions can replicate how proteins behave in biological fluids individually and collectively. Here, we extracted the chemical characteristics and sequential arrangement along a protein chain at the segmental level from natural protein libraries and used the information to design heteropolymer ensembles as mixtures of disordered, partially folded and folded proteins. For each heteropolymer ensemble, the level of segmental similarity to that of natural proteins determines its ability to replicate many functions of biological fluids including assisting protein folding during translation, preserving the viability of fetal bovine serum without refrigeration, enhancing the thermal stability of proteins and behaving like synthetic cytosol under biologically relevant conditions. Molecular studies further translated protein sequence information at the segmental level into intermolecular interactions with a defined range, degree of diversity and temporal and spatial availability. This framework provides valuable guiding principles to synthetically realize protein properties, engineer bio/abiotic hybrid materials and, ultimately, realize matter-to-life transformations.
Research Organization:
Argonne National Laboratory (ANL), Argonne, IL (United States). Advanced Photon Source (APS); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
Defense Threat Reduction Agency (DTRA); National Science Foundation (NSF); US Army Research Office (ARO); USDOD; USDOE Office of Science (SC), Basic Energy Sciences (BES). Materials Sciences & Engineering Division (MSE)
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
2229313
Journal Information:
Nature (London), Journal Name: Nature (London) Journal Issue: 7951 Vol. 615; ISSN 0028-0836
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United States
Language:
English

References (46)

Population-based heteropolymer design to mimic protein mixtures dataset January 2023
Machine Learning on a Robotic Platform for the Design of Polymer–Protein Hybrids journal June 2022
Nonlinear principal component analysis using autoassociative neural networks journal February 1991
Relationship of sidechain hydrophobicity and α-helical propensity on the stability of the single-stranded amphipathic α-helix journal September 1995
Principal Component Analysis book January 2016
A plea to reduce or replace fetal bovine serum in cell culture media journal August 2013
How crowded is the cytoplasm? journal September 1982
VMD: Visual molecular dynamics journal February 1996
Considerations and Challenges in Studying Liquid-Liquid Phase Separation and Biomolecular Condensates journal January 2019
Probing the structural dynamics of proteins and nucleic acids with optical tweezers journal October 2015
Cationic Peptide Conjugation Enhances the Activity of Peroxidase-Mimicking DNAzymes journal January 2016
Behavior of Protein-Inspired Synthetic Random Heteropolymers journal October 2020
Practical Prediction of Heteropolymer Composition and Drift journal December 2018
Dominant forces in protein folding journal August 1990
Amphiphilic Peptide−Polymer Conjugates Based on the Coiled-Coil Helix Bundle journal June 2010
Principles of Protein−Protein Interactions: What are the Preferred Ways For Proteins To Interact? journal April 2008
Temporal Variation of a Protein Folding Energy Landscape in the Cell journal December 2013
Tunable pH- and Temperature-Sensitive Copolymer Libraries by Reversible Addition−Fragmentation Chain Transfer Copolymerizations of Methacrylates journal February 2007
Synthesis and Single-Chain Folding of Amphiphilic Random Copolymers in Water journal January 2014
Sequence heuristics to encode phase behaviour in intrinsically disordered protein polymers journal September 2015
Ultrahigh-resolution optical trap with single-fluorophore sensitivity journal February 2011
Optimization of membrane protein overexpression and purification using GFP fusions journal April 2006
Between genotype and phenotype: protein chaperones and evolvability journal April 2003
Missense meanderings in sequence space: a biophysical view of protein evolution journal August 2005
Evidence for barrier-limited protein folding kinetics on the microsecond time scale journal May 1998
Single-chain heteropolymers transport protons selectively and rapidly journal January 2020
A gel phase promotes condensation of liquid P granules in Caenorhabditis elegans embryos journal March 2019
Optical tweezers in single-molecule biophysics journal March 2021
Recent progress in the science of complex coacervation journal January 2020
A molecular mechanism for osmolyte-induced protein stability journal September 2006
Efficient encapsulation of proteins with random copolymers journal June 2018
Simulation of biomimetic recognition between polymers and surfaces journal October 1999
LLPSDB v2.0: an updated database of proteins undergoing liquid–liquid phase separation in vitro journal January 2022
UniProt: the universal protein knowledgebase in 2021 journal November 2020
Evaluating phase separation in live cells: diagnosis, caveats, and functional consequences journal October 2019
Mechanism of Molecular Exchange in Diblock Copolymer Micelles: Hypersensitivity to Core Chain Length journal January 2010
Single Molecules in an Extension Clamp: Extracting Rates and Activation Barriers journal April 2013
Targeted sequence design within the coarse-grained polymer genome journal October 2020
Structural Basis for Protein Antiaggregation Activity of the Trigger Factor Chaperone journal May 2014
Direct observation of hierarchical protein dynamics journal April 2015
Random heteropolymers preserve protein function in foreign environments journal March 2018
Liquid-Liquid Phase Separation in Biology journal October 2014
Macromolecular Crowding and Confinement: Biochemical, Biophysical, and Potential Physiological Consequences journal June 2008
Nature of Protein Dynamics and Thermodynamics journal March 2013
Cell Biology by the Numbers book December 2015
How can biochemical reactions within cells differ from those in test tubes? journal July 2006

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