Selection enhances protein evolvability by increasing mutational robustness and foldability
Mutations generate variability that is either neutral or subject to natural selection. Robustness is a measure of the ability to withstand deleterious mutational effects. Zheng et al. exposed Escherichia coli populations expressing a yellow fluorescent protein to strong, weak, or no selection for ye...
Saved in:
Published in | Science (American Association for the Advancement of Science) Vol. 370; no. 6521 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
United States
The American Association for the Advancement of Science
04.12.2020
|
Subjects | |
Online Access | Get full text |
ISSN | 0036-8075 1095-9203 1095-9203 |
DOI | 10.1126/science.abb5962 |
Cover
Loading…
Abstract | Mutations generate variability that is either neutral or subject to natural selection. Robustness is a measure of the ability to withstand deleterious mutational effects. Zheng
et al.
exposed
Escherichia coli
populations expressing a yellow fluorescent protein to strong, weak, or no selection for yellow fluorescence for four generations. They then selected these populations to a related function, green fluorescence, for four more generations. The strong selection first for yellow and then green fluorescence resulted in the most green fluorescence and the accumulation of the most mutations. This outcome likely was due to the increased foldability of the protein. Selection thus provides a threshold for mutation accumulation, but robustness maintains a buffer necessary for protein evolution.
Science
, this issue p.
eabb5962
Directed evolution of yellow fluorescent protein into green fluorescent protein shows how selection can improve functional evolvability.
Natural selection can promote or hinder a population’s evolvability—the ability to evolve new and adaptive phenotypes—but the underlying mechanisms are poorly understood. To examine how the strength of selection affects evolvability, we subjected populations of yellow fluorescent protein to directed evolution under different selection regimes and then evolved them toward the new phenotype of green fluorescence. Populations under strong selection for the yellow phenotype evolved the green phenotype most rapidly. They did so by accumulating mutations that increase both robustness to mutations and foldability. Under weak selection, neofunctionalizing mutations rose to higher frequency at first, but more frequent deleterious mutations undermined their eventual success. Our experiments show how selection can enhance evolvability by enhancing robustness and create the conditions necessary for evolutionary success. |
---|---|
AbstractList | Mutations generate variability that is either neutral or subject to natural selection. Robustness is a measure of the ability to withstand deleterious mutational effects. Zheng
et al.
exposed
Escherichia coli
populations expressing a yellow fluorescent protein to strong, weak, or no selection for yellow fluorescence for four generations. They then selected these populations to a related function, green fluorescence, for four more generations. The strong selection first for yellow and then green fluorescence resulted in the most green fluorescence and the accumulation of the most mutations. This outcome likely was due to the increased foldability of the protein. Selection thus provides a threshold for mutation accumulation, but robustness maintains a buffer necessary for protein evolution.
Science
, this issue p.
eabb5962
Directed evolution of yellow fluorescent protein into green fluorescent protein shows how selection can improve functional evolvability.
Natural selection can promote or hinder a population’s evolvability—the ability to evolve new and adaptive phenotypes—but the underlying mechanisms are poorly understood. To examine how the strength of selection affects evolvability, we subjected populations of yellow fluorescent protein to directed evolution under different selection regimes and then evolved them toward the new phenotype of green fluorescence. Populations under strong selection for the yellow phenotype evolved the green phenotype most rapidly. They did so by accumulating mutations that increase both robustness to mutations and foldability. Under weak selection, neofunctionalizing mutations rose to higher frequency at first, but more frequent deleterious mutations undermined their eventual success. Our experiments show how selection can enhance evolvability by enhancing robustness and create the conditions necessary for evolutionary success. Natural selection can promote or hinder a population's evolvability-the ability to evolve new and adaptive phenotypes-but the underlying mechanisms are poorly understood. To examine how the strength of selection affects evolvability, we subjected populations of yellow fluorescent protein to directed evolution under different selection regimes and then evolved them toward the new phenotype of green fluorescence. Populations under strong selection for the yellow phenotype evolved the green phenotype most rapidly. They did so by accumulating mutations that increase both robustness to mutations and foldability. Under weak selection, neofunctionalizing mutations rose to higher frequency at first, but more frequent deleterious mutations undermined their eventual success. Our experiments show how selection can enhance evolvability by enhancing robustness and create the conditions necessary for evolutionary success.Natural selection can promote or hinder a population's evolvability-the ability to evolve new and adaptive phenotypes-but the underlying mechanisms are poorly understood. To examine how the strength of selection affects evolvability, we subjected populations of yellow fluorescent protein to directed evolution under different selection regimes and then evolved them toward the new phenotype of green fluorescence. Populations under strong selection for the yellow phenotype evolved the green phenotype most rapidly. They did so by accumulating mutations that increase both robustness to mutations and foldability. Under weak selection, neofunctionalizing mutations rose to higher frequency at first, but more frequent deleterious mutations undermined their eventual success. Our experiments show how selection can enhance evolvability by enhancing robustness and create the conditions necessary for evolutionary success. Natural selection can promote or hinder a population's evolvability-the ability to evolve new and adaptive phenotypes-but the underlying mechanisms are poorly understood. To examine how the strength of selection affects evolvability, we subjected populations of yellow fluorescent protein to directed evolution under different selection regimes and then evolved them toward the new phenotype of green fluorescence. Populations under strong selection for the yellow phenotype evolved the green phenotype most rapidly. They did so by accumulating mutations that increase both robustness to mutations and foldability. Under weak selection, neofunctionalizing mutations rose to higher frequency at first, but more frequent deleterious mutations undermined their eventual success. Our experiments show how selection can enhance evolvability by enhancing robustness and create the conditions necessary for evolutionary success. Selection enhances mutation tolerationMutations generate variability that is either neutral or subject to natural selection. Robustness is a measure of the ability to withstand deleterious mutational effects. Zheng et al. exposed Escherichia coli populations expressing a yellow fluorescent protein to strong, weak, or no selection for yellow fluorescence for four generations. They then selected these populations to a related function, green fluorescence, for four more generations. The strong selection first for yellow and then green fluorescence resulted in the most green fluorescence and the accumulation of the most mutations. This outcome likely was due to the increased foldability of the protein. Selection thus provides a threshold for mutation accumulation, but robustness maintains a buffer necessary for protein evolution.Science, this issue p. eabb5962INTRODUCTIONNatural selection plays a central role in adaptive evolution, but we still know little about its role in changing evolvability—the ability to bring forth new and adaptive phenotypes. Different kinds of selection may increase evolvability by different means. Weak purifying selection may enhance evolvability by promoting the accumulation of neutral or slightly deleterious mutations that can serve as stepping stones toward new phenotypes. By contrast, strong directional selection may enhance evolvability by favoring the accumulation of beneficial mutations that can enhance both fitness and evolvability, such as mutations that increase a protein’s thermodynamic stability or its robustness to mutations.RATIONALETo find out how the strength of selection affects protein evolvability, we subjected populations of yellow fluorescent proteins to multiple rounds of directed evolution in Escherichia coli. To control the strength of selection with precision, we used high-throughput phenotypic screening via fluorescence-activated cell sorting. During a first phase of our experiment (phase I), we subjected our populations to either strong selection, weak selection, or no selection on the ancestral phenotype of yellow fluorescence. During the second phase (phase II), we evolved all populations under the same selection pressure toward the new phenotype of green fluorescence. We subsequently used high-throughput phenotypic screening to study how phenotypes evolved in all our populations. In every generation, we also studied genotypic evolution with single-molecule real-time sequencing. We then engineered key adaptive mutants and determined their phenotype and thermodynamic stability. In addition, we determined the robustness of their phenotype to DNA mutations. Furthermore, we quantified the foldability of these mutants by unfolding them and observing their refolding kinetics.RESULTSWe found that populations under strong selection for the ancestral yellow fluorescent phenotype during phase I subsequently evolved the new green fluorescent phenotype most rapidly during phase II. Compared to populations under weak or no selection, they reached higher green fluorescence during each generation of phase II and evolved a green emission peak more rapidly. Strong selection promoted both the elimination of deleterious mutations and the accumulation of foldability-improving mutations. As a result, proteins under strong selection evolved higher efficiency of protein folding (foldability) and, to an even greater extent, higher robustness to mutations than proteins under weak or no selection. Their robustness and foldability accelerated the selective sweeps of neofunctionalizing mutations that are necessary to evolve a new phenotype. By contrast, proteins under weak selection accrued more deleterious mutations that slowed down the fixation of neofunctionalizing mutations during the evolution of the new phenotype, even though neofunctionalizing mutations had initially risen to higher frequencies under weak selection.CONCLUSIONStrong directional selection enhances the evolvability of a new phenotype to a greater extent than weak purifying selection. The responsible mutations enhance tolerance to mutations, improve protein foldability, and thus increase accessibility of a protein’s native state. In doing so, they promote the formation of correctly folded states that can display new functions after incorporating neofunctionalizing mutations. Although “first order” selection of fitness-enhancing mutations can be in conflict with “second-order” selection of evolvability-enhancing mutations, our experiments demonstrate a class of mutations that avoid this conflict, because the mutations they reveal enhance both fitness and evolvability. In the context of an adaptive landscape (see figure), they do so by circumnavigating rather than traversing adaptive valleys, passing through flat regions of such a landscape, and thus allowing an evolving population to climb a new adaptive peak more rapidly. More generally, our experiments prove that natural selection itself can create the conditions under which Darwinian evolution can succeed.Natural selection can promote or hinder a population’s evolvability—the ability to evolve new and adaptive phenotypes—but the underlying mechanisms are poorly understood. To examine how the strength of selection affects evolvability, we subjected populations of yellow fluorescent protein to directed evolution under different selection regimes and then evolved them toward the new phenotype of green fluorescence. Populations under strong selection for the yellow phenotype evolved the green phenotype most rapidly. They did so by accumulating mutations that increase both robustness to mutations and foldability. Under weak selection, neofunctionalizing mutations rose to higher frequency at first, but more frequent deleterious mutations undermined their eventual success. Our experiments show how selection can enhance evolvability by enhancing robustness and create the conditions necessary for evolutionary success. |
Author | Guo, Ning Wagner, Andreas Zheng, Jia |
Author_xml | – sequence: 1 givenname: Jia orcidid: 0000-0003-1669-1566 surname: Zheng fullname: Zheng, Jia organization: Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland., Swiss Institute of Bioinformatics, Quartier Sorge-Batiment Genopode, Lausanne, Switzerland – sequence: 2 givenname: Ning orcidid: 0000-0003-1070-6966 surname: Guo fullname: Guo, Ning organization: Zwirnereistrasse 11, Wallisellen, Zurich, Switzerland – sequence: 3 givenname: Andreas orcidid: 0000-0003-4299-3840 surname: Wagner fullname: Wagner, Andreas organization: Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich, Switzerland., Swiss Institute of Bioinformatics, Quartier Sorge-Batiment Genopode, Lausanne, Switzerland., The Santa Fe Institute, Santa Fe, NM, USA |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33273072$$D View this record in MEDLINE/PubMed |
BookMark | eNp1kc9LwzAYhoMouk3P3qTgxUtdmrRpdxTxFww8qCcP4Uv6TTOyRJN2sP_ejHWXgadA8jwvX753TI6dd0jIZUFvi4KJadQGncZbUKqaCXZERgWdVfmMUX5MRpRykTe0rs7IOMYlpeltxk_JGees5rRmI_L5hhZ1Z7zL0H1DyorZT_AdmnSx9nYNyljTbTK1yYzTASEa95Wt-g62EtgseNXHzmGMGbg2W3jbDs45OVmAjXgxnBPy8fjwfv-cz1-fXu7v5rkuOevyRnCBHIBqWjRY8lZzXqm6aWrF1EIrUbTAqUBVCUEVQMmUTrNjhU0DFbR8Qm52uWnw3x5jJ1cmarQWHPo-SlaKWhQlFzyh1wfo0vchfWNP0VI0iboaqF6tsJU_wawgbOR-bQmodoAOPsaAC6nNbiFdAGNlQeW2HjnUI4d6kjc98PbR_xl_cRGW0w |
CitedBy_id | crossref_primary_10_1016_j_jmb_2023_168034 crossref_primary_10_1038_s41559_022_01688_0 crossref_primary_10_1002_jez_b_23071 crossref_primary_10_1002_pro_70003 crossref_primary_10_3389_fcell_2022_988866 crossref_primary_10_1021_jacs_3c04966 crossref_primary_10_7554_eLife_75842 crossref_primary_10_1038_s41467_024_55012_4 crossref_primary_10_1093_molbev_msac047 crossref_primary_10_1186_s13568_023_01538_7 crossref_primary_10_1021_acs_biochem_1c00142 crossref_primary_10_1073_pnas_2314999121 crossref_primary_10_1126_sciadv_adj0384 crossref_primary_10_1093_gbe_evae129 crossref_primary_10_7554_eLife_68346 crossref_primary_10_1021_acs_jafc_2c06063 crossref_primary_10_1021_acs_jpcb_1c05901 crossref_primary_10_1038_s41559_024_02527_0 crossref_primary_10_1016_j_coisb_2023_100479 crossref_primary_10_3389_fpls_2021_802924 crossref_primary_10_1038_s41467_022_32538_z crossref_primary_10_1038_s42003_022_03220_3 crossref_primary_10_7554_eLife_93971_3 crossref_primary_10_1038_s41559_022_01797_w crossref_primary_10_7554_eLife_70564 crossref_primary_10_1016_j_jbc_2021_100447 crossref_primary_10_1146_annurev_virology_091919_092003 crossref_primary_10_1002_pro_4397 crossref_primary_10_1042_BCJ20210109 crossref_primary_10_1021_jacs_1c09611 crossref_primary_10_1111_jse_13163 crossref_primary_10_1002_jez_b_23134 crossref_primary_10_1016_j_tree_2022_01_004 crossref_primary_10_1038_s41586_024_07661_0 crossref_primary_10_1021_acs_jpcb_1c10605 crossref_primary_10_1038_s41467_024_46658_1 crossref_primary_10_1038_s41467_023_39321_8 crossref_primary_10_7554_eLife_93971 crossref_primary_10_1038_s41467_023_35940_3 crossref_primary_10_1016_j_indcrop_2022_115294 crossref_primary_10_1093_genetics_iyac154 crossref_primary_10_1038_s41467_024_46332_6 crossref_primary_10_1038_s41598_022_26588_y crossref_primary_10_1016_j_isci_2024_109055 crossref_primary_10_1073_pnas_2307687120 crossref_primary_10_1242_jeb_247277 crossref_primary_10_1371_journal_pone_0311438 crossref_primary_10_3390_ijms222010908 crossref_primary_10_1093_molbev_msab206 crossref_primary_10_1002_pro_5239 crossref_primary_10_1021_acs_jcim_2c00507 crossref_primary_10_1073_pnas_2221163120 crossref_primary_10_1038_s41598_021_89450_7 crossref_primary_10_1039_D4GC03665D crossref_primary_10_1057_s41599_022_01305_2 crossref_primary_10_1021_acs_jafc_2c08579 crossref_primary_10_3389_fbioe_2021_705534 |
Cites_doi | 10.1016/S1367-5931(03)00097-8 10.1038/sdata.2014.45 10.1073/pnas.1510071112 10.1038/nature17995 10.1021/ja400098b 10.1126/science.aax1837 10.1093/molbev/msn174 10.1016/j.jmb.2008.04.024 10.1038/35085569 10.1038/42696 10.1002/(SICI)1097-0282(19971005)42:4<427::AID-BIP6>3.0.CO;2-S 10.1038/nbt1172 10.1038/nrmicro3003 10.1371/journal.pcbi.1004421 10.1371/journal.pone.0233509 10.1038/nmeth.2019 10.1016/j.jviromet.2014.03.008 10.1002/jez.b.22662 10.1126/science.1082240 10.1007/s00239-010-9408-1 10.1099/00221287-147-12-3241 10.1002/prot.10016 10.1038/nrg3415 10.1038/nchembio.768 10.1186/1741-7007-5-29 10.1038/nature10083 10.1038/nchembio.1411 10.1073/pnas.0510098103 10.1093/bioinformatics/btp352 10.1038/nature08009 10.1038/nature05385 10.1038/s41467-018-04203-x 10.1038/nrg2323 10.1016/j.ab.2011.02.036 10.1371/journal.pcbi.1000002 10.1126/science.aar1954 10.1038/nature23902 10.1016/j.cell.2015.12.024 10.1126/science.283.5400.404 10.1038/s41576-018-0069-z 10.1073/pnas.1612676113 10.1038/24550 10.1016/j.bpc.2010.02.004 10.1093/nar/gky427 10.1126/science.aay4199 10.1021/bi970281w 10.1073/pnas.96.17.9716 10.1016/j.sbi.2009.08.003 10.1016/j.cell.2015.01.035 10.1126/science.1123539 10.1073/pnas.0701904104 10.1038/nrg2278 10.1038/nrg2808 10.1038/nmeth.1262 10.1126/science.1240276 10.1146/annurev-genom-083118-014857 10.1186/1471-2105-13-238 10.1038/nrg3688 10.1126/sciadv.1500921 |
ContentType | Journal Article |
Copyright | Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works |
Copyright_xml | – notice: Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. – notice: Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works |
DBID | AAYXX CITATION CGR CUY CVF ECM EIF NPM 7QF 7QG 7QL 7QP 7QQ 7QR 7SC 7SE 7SN 7SP 7SR 7SS 7T7 7TA 7TB 7TK 7TM 7U5 7U9 8BQ 8FD C1K F28 FR3 H8D H8G H94 JG9 JQ2 K9. KR7 L7M L~C L~D M7N P64 RC3 7X8 |
DOI | 10.1126/science.abb5962 |
DatabaseName | CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed Aluminium Industry Abstracts Animal Behavior Abstracts Bacteriology Abstracts (Microbiology B) Calcium & Calcified Tissue Abstracts Ceramic Abstracts Chemoreception Abstracts Computer and Information Systems Abstracts Corrosion Abstracts Ecology Abstracts Electronics & Communications Abstracts Engineered Materials Abstracts Entomology Abstracts (Full archive) Industrial and Applied Microbiology Abstracts (Microbiology A) Materials Business File Mechanical & Transportation Engineering Abstracts Neurosciences Abstracts Nucleic Acids Abstracts Solid State and Superconductivity Abstracts Virology and AIDS Abstracts METADEX Technology Research Database Environmental Sciences and Pollution Management ANTE: Abstracts in New Technology & Engineering Engineering Research Database Aerospace Database Copper Technical Reference Library AIDS and Cancer Research Abstracts Materials Research Database ProQuest Computer Science Collection ProQuest Health & Medical Complete (Alumni) Civil Engineering Abstracts Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional Algology Mycology and Protozoology Abstracts (Microbiology C) Biotechnology and BioEngineering Abstracts Genetics Abstracts MEDLINE - Academic |
DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) Materials Research Database Technology Research Database Computer and Information Systems Abstracts – Academic Mechanical & Transportation Engineering Abstracts Nucleic Acids Abstracts ProQuest Computer Science Collection Computer and Information Systems Abstracts ProQuest Health & Medical Complete (Alumni) Materials Business File Environmental Sciences and Pollution Management Aerospace Database Copper Technical Reference Library Engineered Materials Abstracts Genetics Abstracts Bacteriology Abstracts (Microbiology B) Algology Mycology and Protozoology Abstracts (Microbiology C) AIDS and Cancer Research Abstracts Chemoreception Abstracts Industrial and Applied Microbiology Abstracts (Microbiology A) Advanced Technologies Database with Aerospace ANTE: Abstracts in New Technology & Engineering Civil Engineering Abstracts Aluminium Industry Abstracts Virology and AIDS Abstracts Electronics & Communications Abstracts Ceramic Abstracts Ecology Abstracts Neurosciences Abstracts METADEX Biotechnology and BioEngineering Abstracts Computer and Information Systems Abstracts Professional Entomology Abstracts Animal Behavior Abstracts Solid State and Superconductivity Abstracts Engineering Research Database Calcium & Calcified Tissue Abstracts Corrosion Abstracts MEDLINE - Academic |
DatabaseTitleList | CrossRef MEDLINE - Academic MEDLINE Materials Research Database |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 2 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Sciences (General) Biology |
EISSN | 1095-9203 |
ExternalDocumentID | 33273072 10_1126_science_abb5962 |
Genre | Research Support, Non-U.S. Gov't Journal Article |
GroupedDBID | --- --Z -DZ -ET -~X .-4 ..I .55 .DC 08G 0R~ 0WA 123 18M 2FS 2KS 2WC 2XV 34G 36B 39C 3R3 53G 5RE 66. 6OB 6TJ 7X2 7~K 85S 8F7 AABCJ AACGO AAIKC AAMNW AANCE AAWTO AAYXX ABCQX ABDBF ABDEX ABDQB ABEFU ABIVO ABJNI ABOCM ABPLY ABPPZ ABQIJ ABTLG ABWJO ABZEH ACBEA ACBEC ACGFO ACGFS ACGOD ACIWK ACMJI ACNCT ACPRK ACQOY ACUHS ADDRP ADUKH ADXHL AEGBM AENEX AETEA AFBNE AFFNX AFHKK AFQFN AFRAH AGFXO AGNAY AGSOS AHMBA AIDAL AIDUJ AJGZS ALIPV ALMA_UNASSIGNED_HOLDINGS ALSLI ASPBG AVWKF BKF BLC C45 CITATION CS3 DB2 DU5 EBS EMOBN F5P FA8 FEDTE HZ~ I.T IAO IEA IGS IH2 IHR INH INR IOF IOV IPO IPY ISE JCF JLS JSG JST K-O KCC L7B LSO LU7 M0P MQT MVM N9A NEJ NHB O9- OCB OFXIZ OGEVE OMK OVD P-O P2P PQQKQ PZZ RHI RXW SC5 SJN TAE TEORI TN5 TWZ UBW UCV UHB UKR UMD UNMZH UQL USG VVN WH7 WI4 X7M XJF XZL Y6R YK4 YKV YNT YOJ YR2 YR5 YRY YSQ YV5 YWH YYP YZZ ZCA ZE2 ~02 ~G0 ~KM ~ZZ 0B8 AEUPB CGR CUY CVF ECM EIF ESX GX1 IGG NPM OK1 PKN RHF UIG VQA YCJ YIF YIN 7QF 7QG 7QL 7QP 7QQ 7QR 7SC 7SE 7SN 7SP 7SR 7SS 7T7 7TA 7TB 7TK 7TM 7U5 7U9 8BQ 8FD C1K F28 FR3 H8D H8G H94 JG9 JQ2 K9. KR7 L7M L~C L~D M7N P64 RC3 7X8 |
ID | FETCH-LOGICAL-c432t-8636e3aa0c018e43dc335b7887b2bfcb61da306eb5660baa42bc072e5e88a5ad3 |
ISSN | 0036-8075 1095-9203 |
IngestDate | Tue Aug 05 10:59:23 EDT 2025 Fri Jul 25 10:46:40 EDT 2025 Wed Feb 19 02:29:53 EST 2025 Tue Jul 01 01:35:23 EDT 2025 Thu Apr 24 23:04:02 EDT 2025 |
IsDoiOpenAccess | false |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 6521 |
Language | English |
License | Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c432t-8636e3aa0c018e43dc335b7887b2bfcb61da306eb5660baa42bc072e5e88a5ad3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
ORCID | 0000-0003-1070-6966 0000-0003-4299-3840 0000-0003-1669-1566 |
OpenAccessLink | https://www.zora.uzh.ch/id/eprint/198485/1/science.abb5962_Jia_Zheng.pdf |
PMID | 33273072 |
PQID | 2467610468 |
PQPubID | 1256 |
ParticipantIDs | proquest_miscellaneous_2467614363 proquest_journals_2467610468 pubmed_primary_33273072 crossref_citationtrail_10_1126_science_abb5962 crossref_primary_10_1126_science_abb5962 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2020-12-04 20201204 |
PublicationDateYYYYMMDD | 2020-12-04 |
PublicationDate_xml | – month: 12 year: 2020 text: 2020-12-04 day: 04 |
PublicationDecade | 2020 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States – name: Washington |
PublicationTitle | Science (American Association for the Advancement of Science) |
PublicationTitleAlternate | Science |
PublicationYear | 2020 |
Publisher | The American Association for the Advancement of Science |
Publisher_xml | – name: The American Association for the Advancement of Science |
References | e_1_3_2_26_2 e_1_3_2_49_2 e_1_3_2_28_2 e_1_3_2_41_2 e_1_3_2_20_2 e_1_3_2_43_2 e_1_3_2_62_2 e_1_3_2_22_2 e_1_3_2_45_2 e_1_3_2_24_2 e_1_3_2_47_2 e_1_3_2_60_2 e_1_3_2_9_2 e_1_3_2_16_2 e_1_3_2_37_2 e_1_3_2_7_2 e_1_3_2_39_2 e_1_3_2_54_2 e_1_3_2_10_2 e_1_3_2_31_2 e_1_3_2_52_2 e_1_3_2_5_2 e_1_3_2_12_2 e_1_3_2_33_2 e_1_3_2_58_2 e_1_3_2_3_2 e_1_3_2_14_2 e_1_3_2_35_2 e_1_3_2_56_2 e_1_3_2_50_2 e_1_3_2_27_2 e_1_3_2_48_2 e_1_3_2_29_2 e_1_3_2_40_2 e_1_3_2_21_2 e_1_3_2_42_2 e_1_3_2_63_2 e_1_3_2_23_2 e_1_3_2_44_2 e_1_3_2_25_2 e_1_3_2_46_2 e_1_3_2_61_2 e_1_3_2_15_2 e_1_3_2_38_2 e_1_3_2_8_2 e_1_3_2_17_2 e_1_3_2_59_2 e_1_3_2_6_2 e_1_3_2_19_2 e_1_3_2_30_2 e_1_3_2_53_2 e_1_3_2_32_2 e_1_3_2_51_2 e_1_3_2_11_2 e_1_3_2_34_2 e_1_3_2_57_2 e_1_3_2_4_2 e_1_3_2_13_2 e_1_3_2_36_2 e_1_3_2_55_2 e_1_3_2_2_2 |
References_xml | – ident: e_1_3_2_26_2 doi: 10.1016/S1367-5931(03)00097-8 – ident: e_1_3_2_58_2 doi: 10.1038/sdata.2014.45 – ident: e_1_3_2_51_2 – ident: e_1_3_2_55_2 doi: 10.1073/pnas.1510071112 – ident: e_1_3_2_19_2 doi: 10.1038/nature17995 – ident: e_1_3_2_62_2 doi: 10.1021/ja400098b – ident: e_1_3_2_15_2 doi: 10.1126/science.aax1837 – ident: e_1_3_2_13_2 doi: 10.1093/molbev/msn174 – ident: e_1_3_2_4_2 doi: 10.1016/j.jmb.2008.04.024 – ident: e_1_3_2_48_2 doi: 10.1038/35085569 – ident: e_1_3_2_40_2 doi: 10.1038/42696 – ident: e_1_3_2_31_2 doi: 10.1002/(SICI)1097-0282(19971005)42:4<427::AID-BIP6>3.0.CO;2-S – ident: e_1_3_2_24_2 doi: 10.1038/nbt1172 – ident: e_1_3_2_38_2 doi: 10.1038/nrmicro3003 – ident: e_1_3_2_20_2 doi: 10.1371/journal.pcbi.1004421 – ident: e_1_3_2_28_2 doi: 10.1371/journal.pone.0233509 – ident: e_1_3_2_54_2 doi: 10.1038/nmeth.2019 – ident: e_1_3_2_59_2 doi: 10.1016/j.jviromet.2014.03.008 – ident: e_1_3_2_29_2 doi: 10.1002/jez.b.22662 – ident: e_1_3_2_42_2 doi: 10.1126/science.1082240 – ident: e_1_3_2_27_2 doi: 10.1007/s00239-010-9408-1 – ident: e_1_3_2_50_2 doi: 10.1099/00221287-147-12-3241 – ident: e_1_3_2_32_2 doi: 10.1002/prot.10016 – ident: e_1_3_2_43_2 doi: 10.1038/nrg3415 – ident: e_1_3_2_52_2 – ident: e_1_3_2_22_2 doi: 10.1038/nchembio.768 – ident: e_1_3_2_5_2 doi: 10.1186/1741-7007-5-29 – ident: e_1_3_2_14_2 doi: 10.1038/nature10083 – ident: e_1_3_2_17_2 doi: 10.1038/nchembio.1411 – ident: e_1_3_2_6_2 doi: 10.1073/pnas.0510098103 – ident: e_1_3_2_57_2 doi: 10.1093/bioinformatics/btp352 – ident: e_1_3_2_21_2 doi: 10.1038/nature08009 – ident: e_1_3_2_34_2 doi: 10.1038/nature05385 – ident: e_1_3_2_33_2 doi: 10.1038/s41467-018-04203-x – ident: e_1_3_2_39_2 doi: 10.1038/nrg2323 – ident: e_1_3_2_53_2 doi: 10.1016/j.ab.2011.02.036 – ident: e_1_3_2_60_2 doi: 10.1371/journal.pcbi.1000002 – ident: e_1_3_2_37_2 doi: 10.1126/science.aar1954 – ident: e_1_3_2_10_2 doi: 10.1038/nature23902 – ident: e_1_3_2_23_2 doi: 10.1016/j.cell.2015.12.024 – ident: e_1_3_2_41_2 doi: 10.1126/science.283.5400.404 – ident: e_1_3_2_3_2 doi: 10.1038/s41576-018-0069-z – ident: e_1_3_2_9_2 doi: 10.1073/pnas.1612676113 – ident: e_1_3_2_46_2 doi: 10.1038/24550 – ident: e_1_3_2_36_2 doi: 10.1016/j.bpc.2010.02.004 – ident: e_1_3_2_61_2 doi: 10.1093/nar/gky427 – ident: e_1_3_2_49_2 doi: 10.1126/science.aay4199 – ident: e_1_3_2_63_2 doi: 10.1021/bi970281w – ident: e_1_3_2_44_2 doi: 10.1073/pnas.96.17.9716 – ident: e_1_3_2_35_2 doi: 10.1016/j.sbi.2009.08.003 – ident: e_1_3_2_8_2 doi: 10.1016/j.cell.2015.01.035 – ident: e_1_3_2_12_2 doi: 10.1126/science.1123539 – ident: e_1_3_2_25_2 doi: 10.1073/pnas.0701904104 – ident: e_1_3_2_2_2 doi: 10.1038/nrg2278 – ident: e_1_3_2_7_2 doi: 10.1038/nrg2808 – ident: e_1_3_2_45_2 doi: 10.1038/nmeth.1262 – ident: e_1_3_2_47_2 doi: 10.1126/science.1240276 – ident: e_1_3_2_11_2 doi: 10.1146/annurev-genom-083118-014857 – ident: e_1_3_2_56_2 doi: 10.1186/1471-2105-13-238 – ident: e_1_3_2_16_2 doi: 10.1038/nrg3688 – ident: e_1_3_2_30_2 doi: 10.1126/sciadv.1500921 |
SSID | ssj0009593 |
Score | 2.5548153 |
Snippet | Mutations generate variability that is either neutral or subject to natural selection. Robustness is a measure of the ability to withstand deleterious... Natural selection can promote or hinder a population's evolvability-the ability to evolve new and adaptive phenotypes-but the underlying mechanisms are poorly... Selection enhances mutation tolerationMutations generate variability that is either neutral or subject to natural selection. Robustness is a measure of the... |
SourceID | proquest pubmed crossref |
SourceType | Aggregation Database Index Database Enrichment Source |
SubjectTerms | Accumulation Bacterial Proteins - genetics Biological evolution Directed evolution Directed Molecular Evolution E coli Escherichia coli Evolution & development Evolution, Molecular Experiments Fitness Flow cytometry Fluorescence Genotype & phenotype Luminescent Proteins - genetics Mutagenesis Mutants Mutation Natural selection Phenotype Phenotypes Populations Protein folding Proteins Reproductive fitness Robustness Screening Selection, Genetic Stability Thermodynamics Yellow fluorescent protein |
Title | Selection enhances protein evolvability by increasing mutational robustness and foldability |
URI | https://www.ncbi.nlm.nih.gov/pubmed/33273072 https://www.proquest.com/docview/2467610468 https://www.proquest.com/docview/2467614363 |
Volume | 370 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1ba9swFBZby2AvY-1u6bqhwR46hoMtWarzmK4L2a0MmkJhD0ZHUuigc0rjDLJfvyNLsj22jHUvJjiWjHU-nZvOhZCXimVSA9eouYFNcpQRiVJWJHMhDnMck0rjDMVPJ3J6lr8_F-ddWHOTXVLDUP_4Y17J_1AV7yFdXZbsDSjbToo38DfSF69IYbz-E41PmyY2joC2unDkW75u6i64MiDIdr77Gtxrp2J-rZx62DgGvq3q6AG8XsBqWTfczjnQ54tLE8b0lda4_1EZbQ94emRtIxXHPp4ghheEYdHXEFwLzIdpdK7FWZfbcpNp--w2VDv2wsZz2NQ1h2Qp77Ng7puHBKxJ4ZOmf-fuvX6UdqgAXOugTpDFw_vp-LT8fDwpP747-XCbbDM0IJBlb4-Pjo8mGwsyh7JPvYSq-IJfNZYNZkijjszuk3vBjqBjD4odcstWu-SO7yy63iU7YZWW9CAUFn_1gHxp8UIjXmjAC-3jhcKadnihHV5ohxeKeKE9vDwkZ5O3szfTJDTXSHTOWZ0UkkvLlUp1mhU250ZzLsDFlgKDuQaZGYXmpAXU91NQKmeg00NmhS0KJZThj8hWtajsE0KzwgCaEWYEmueQKpWBHY1MbsAIhgJhQIZxAUsdKs-7BiiXZWOBMlmGFS_Dig_IQTvgyhdd2fzofqRIGXbmsmQo_aULXigG5EX7N_JNdximKrtYxWdyLvmAPPaUbN_FOSr1-LF7f5_8Kbnb7Zp9slVfr-wzVFFreB7Q9hNe25va |
linkProvider | EBSCOhost |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Selection+enhances+protein+evolvability+by+increasing+mutational+robustness+and+foldability&rft.jtitle=Science+%28American+Association+for+the+Advancement+of+Science%29&rft.date=2020-12-04&rft.pub=The+American+Association+for+the+Advancement+of+Science&rft.issn=0036-8075&rft.eissn=1095-9203&rft.volume=370&rft.issue=6521&rft_id=info:doi/10.1126%2Fscience.abb5962&rft.externalDBID=HAS_PDF_LINK |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0036-8075&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0036-8075&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0036-8075&client=summon |