Tracing the Origin of the Genetic Code and Thermostability to Dipeptide Sequences in Proteomes Article Swipe
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1016/j.jmb.2025.169396
The safekeeping of the genetic code has been entrusted to interactions between aminoacyl-tRNA synthetases and their cognate tRNA. In a previous phylogenomic study, chronologies of RNA substructures, protein domains and dipeptide sequences uncovered the early emergence of an 'operational' code in the acceptor arm of tRNA prior to the implementation of the 'standard' genetic code in the anticodon loop of the molecule. This history likely originated in peptide-synthesizing urzymes but was driven by episodes of molecular co-evolution and recruitment that promoted flexibility and protein folding. Here, we show that dipeptide sequences offer deep-time insights into the chronology of code emergence. A phylogeny describing the evolution of the repertoire of 400 canonical dipeptides reconstructed from an analysis of 4.3 billion dipeptide sequences across 1,561 proteomes revealed the overlapping temporal emergence of dipeptides containing Leu, Ser and Tyr, followed by those containing Val, Ile, Met, Lys, Pro, and Ala, all of which supported the operational RNA code. This strengthened a timeline of genetic code entry. The synchronous appearance of dipeptide-antidipeptide sequences along the dipeptide chronology supported an ancestral duality of bidirectional coding operating at the proteome level. Tracing determinants of thermal adaptation showed protein thermostability was a late evolutionary development and bolstered an origin of proteins in the mild environments typical of the Archaean eon. Our study uncovers a hidden evolutionary link between a protein code of dipeptides - arising from the structural demands of emerging proteins - and an early operational code shaped by co-evolution, editing, catalysis and specificity.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.jmb.2025.169396
- OA Status
- hybrid
- Cited By
- 2
- References
- 127
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4413269938
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4413269938Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1016/j.jmb.2025.169396Digital Object Identifier
- Title
-
Tracing the Origin of the Genetic Code and Thermostability to Dipeptide Sequences in ProteomesWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-08-01Full publication date if available
- Authors
-
Minglei Wang, M. Fayez Aziz, Gustavo Caetano-AnollésList of authors in order
- Landing page
-
https://doi.org/10.1016/j.jmb.2025.169396Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
hybridOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1016/j.jmb.2025.169396Direct OA link when available
- Concepts
-
Thermostability, Genetic code, Tracing, Proteome, Computational biology, Dipeptide, Biology, Chemistry, Biochemistry, Computer science, Peptide, Programming language, Amino acid, EnzymeTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
2Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 2Per-year citation counts (last 5 years)
- References (count)
-
127Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4413269938 |
|---|---|
| doi | https://doi.org/10.1016/j.jmb.2025.169396 |
| ids.doi | https://doi.org/10.1016/j.jmb.2025.169396 |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/40818599 |
| ids.openalex | https://openalex.org/W4413269938 |
| fwci | 10.10508735 |
| type | article |
| title | Tracing the Origin of the Genetic Code and Thermostability to Dipeptide Sequences in Proteomes |
| biblio.issue | |
| biblio.volume | |
| biblio.last_page | 169396 |
| biblio.first_page | 169396 |
| topics[0].id | https://openalex.org/T11048 |
| topics[0].field.id | https://openalex.org/fields/23 |
| topics[0].field.display_name | Environmental Science |
| topics[0].score | 0.6004999876022339 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/2303 |
| topics[0].subfield.display_name | Ecology |
| topics[0].display_name | Bacteriophages and microbial interactions |
| topics[1].id | https://openalex.org/T10521 |
| topics[1].field.id | https://openalex.org/fields/13 |
| topics[1].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[1].score | 0.5843999981880188 |
| topics[1].domain.id | https://openalex.org/domains/1 |
| topics[1].domain.display_name | Life Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1312 |
| topics[1].subfield.display_name | Molecular Biology |
| topics[1].display_name | RNA and protein synthesis mechanisms |
| topics[2].id | https://openalex.org/T12254 |
| topics[2].field.id | https://openalex.org/fields/13 |
| topics[2].field.display_name | Biochemistry, Genetics and Molecular Biology |
| topics[2].score | 0.583299994468689 |
| topics[2].domain.id | https://openalex.org/domains/1 |
| topics[2].domain.display_name | Life Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1312 |
| topics[2].subfield.display_name | Molecular Biology |
| topics[2].display_name | Machine Learning in Bioinformatics |
| is_xpac | False |
| apc_list.value | 4250 |
| apc_list.currency | USD |
| apc_list.value_usd | 4250 |
| apc_paid.value | 4250 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 4250 |
| concepts[0].id | https://openalex.org/C2781216036 |
| concepts[0].level | 3 |
| concepts[0].score | 0.8933858871459961 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q902494 |
| concepts[0].display_name | Thermostability |
| concepts[1].id | https://openalex.org/C10853874 |
| concepts[1].level | 3 |
| concepts[1].score | 0.6645970344543457 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q180618 |
| concepts[1].display_name | Genetic code |
| concepts[2].id | https://openalex.org/C138673069 |
| concepts[2].level | 2 |
| concepts[2].score | 0.6580501794815063 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q322229 |
| concepts[2].display_name | Tracing |
| concepts[3].id | https://openalex.org/C104397665 |
| concepts[3].level | 2 |
| concepts[3].score | 0.5907623767852783 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q860947 |
| concepts[3].display_name | Proteome |
| concepts[4].id | https://openalex.org/C70721500 |
| concepts[4].level | 1 |
| concepts[4].score | 0.5531837940216064 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q177005 |
| concepts[4].display_name | Computational biology |
| concepts[5].id | https://openalex.org/C2779138802 |
| concepts[5].level | 3 |
| concepts[5].score | 0.49817585945129395 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q418602 |
| concepts[5].display_name | Dipeptide |
| concepts[6].id | https://openalex.org/C86803240 |
| concepts[6].level | 0 |
| concepts[6].score | 0.4091491103172302 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q420 |
| concepts[6].display_name | Biology |
| concepts[7].id | https://openalex.org/C185592680 |
| concepts[7].level | 0 |
| concepts[7].score | 0.3931499719619751 |
| concepts[7].wikidata | https://www.wikidata.org/wiki/Q2329 |
| concepts[7].display_name | Chemistry |
| concepts[8].id | https://openalex.org/C55493867 |
| concepts[8].level | 1 |
| concepts[8].score | 0.25693196058273315 |
| concepts[8].wikidata | https://www.wikidata.org/wiki/Q7094 |
| concepts[8].display_name | Biochemistry |
| concepts[9].id | https://openalex.org/C41008148 |
| concepts[9].level | 0 |
| concepts[9].score | 0.22403424978256226 |
| concepts[9].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[9].display_name | Computer science |
| concepts[10].id | https://openalex.org/C2779281246 |
| concepts[10].level | 2 |
| concepts[10].score | 0.2184254229068756 |
| concepts[10].wikidata | https://www.wikidata.org/wiki/Q172847 |
| concepts[10].display_name | Peptide |
| concepts[11].id | https://openalex.org/C199360897 |
| concepts[11].level | 1 |
| concepts[11].score | 0.20380917191505432 |
| concepts[11].wikidata | https://www.wikidata.org/wiki/Q9143 |
| concepts[11].display_name | Programming language |
| concepts[12].id | https://openalex.org/C515207424 |
| concepts[12].level | 2 |
| concepts[12].score | 0.15395182371139526 |
| concepts[12].wikidata | https://www.wikidata.org/wiki/Q8066 |
| concepts[12].display_name | Amino acid |
| concepts[13].id | https://openalex.org/C181199279 |
| concepts[13].level | 2 |
| concepts[13].score | 0.12035143375396729 |
| concepts[13].wikidata | https://www.wikidata.org/wiki/Q8047 |
| concepts[13].display_name | Enzyme |
| keywords[0].id | https://openalex.org/keywords/thermostability |
| keywords[0].score | 0.8933858871459961 |
| keywords[0].display_name | Thermostability |
| keywords[1].id | https://openalex.org/keywords/genetic-code |
| keywords[1].score | 0.6645970344543457 |
| keywords[1].display_name | Genetic code |
| keywords[2].id | https://openalex.org/keywords/tracing |
| keywords[2].score | 0.6580501794815063 |
| keywords[2].display_name | Tracing |
| keywords[3].id | https://openalex.org/keywords/proteome |
| keywords[3].score | 0.5907623767852783 |
| keywords[3].display_name | Proteome |
| keywords[4].id | https://openalex.org/keywords/computational-biology |
| keywords[4].score | 0.5531837940216064 |
| keywords[4].display_name | Computational biology |
| keywords[5].id | https://openalex.org/keywords/dipeptide |
| keywords[5].score | 0.49817585945129395 |
| keywords[5].display_name | Dipeptide |
| keywords[6].id | https://openalex.org/keywords/biology |
| keywords[6].score | 0.4091491103172302 |
| keywords[6].display_name | Biology |
| keywords[7].id | https://openalex.org/keywords/chemistry |
| keywords[7].score | 0.3931499719619751 |
| keywords[7].display_name | Chemistry |
| keywords[8].id | https://openalex.org/keywords/biochemistry |
| keywords[8].score | 0.25693196058273315 |
| keywords[8].display_name | Biochemistry |
| keywords[9].id | https://openalex.org/keywords/computer-science |
| keywords[9].score | 0.22403424978256226 |
| keywords[9].display_name | Computer science |
| keywords[10].id | https://openalex.org/keywords/peptide |
| keywords[10].score | 0.2184254229068756 |
| keywords[10].display_name | Peptide |
| keywords[11].id | https://openalex.org/keywords/programming-language |
| keywords[11].score | 0.20380917191505432 |
| keywords[11].display_name | Programming language |
| keywords[12].id | https://openalex.org/keywords/amino-acid |
| keywords[12].score | 0.15395182371139526 |
| keywords[12].display_name | Amino acid |
| keywords[13].id | https://openalex.org/keywords/enzyme |
| keywords[13].score | 0.12035143375396729 |
| keywords[13].display_name | Enzyme |
| language | en |
| locations[0].id | doi:10.1016/j.jmb.2025.169396 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S46058472 |
| locations[0].source.issn | 0022-2836, 1089-8638 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | 0022-2836 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | Journal of Molecular Biology |
| locations[0].source.host_organization | https://openalex.org/P4310320990 |
| locations[0].source.host_organization_name | Elsevier BV |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310320990 |
| locations[0].source.host_organization_lineage_names | Elsevier BV |
| locations[0].license | cc-by |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Journal of Molecular Biology |
| locations[0].landing_page_url | https://doi.org/10.1016/j.jmb.2025.169396 |
| locations[1].id | pmid:40818599 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | Journal of molecular biology |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/40818599 |
| indexed_in | crossref, pubmed |
| authorships[0].author.id | https://openalex.org/A5091066643 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-6819-0571 |
| authorships[0].author.display_name | Minglei Wang |
| authorships[0].countries | US |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I157725225 |
| authorships[0].affiliations[0].raw_affiliation_string | Department of Crop Sciences and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. |
| authorships[0].institutions[0].id | https://openalex.org/I157725225 |
| authorships[0].institutions[0].ror | https://ror.org/047426m28 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I157725225 |
| authorships[0].institutions[0].country_code | US |
| authorships[0].institutions[0].display_name | University of Illinois Urbana-Champaign |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Minglei Wang |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Department of Crop Sciences and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. |
| authorships[1].author.id | https://openalex.org/A5051141789 |
| authorships[1].author.orcid | https://orcid.org/0000-0002-2634-0324 |
| authorships[1].author.display_name | M. Fayez Aziz |
| authorships[1].countries | US |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I157725225 |
| authorships[1].affiliations[0].raw_affiliation_string | Department of Crop Sciences and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. |
| authorships[1].institutions[0].id | https://openalex.org/I157725225 |
| authorships[1].institutions[0].ror | https://ror.org/047426m28 |
| authorships[1].institutions[0].type | education |
| authorships[1].institutions[0].lineage | https://openalex.org/I157725225 |
| authorships[1].institutions[0].country_code | US |
| authorships[1].institutions[0].display_name | University of Illinois Urbana-Champaign |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | M Fayez Aziz |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Department of Crop Sciences and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. |
| authorships[2].author.id | https://openalex.org/A5055510828 |
| authorships[2].author.orcid | |
| authorships[2].author.display_name | Gustavo Caetano-Anollés |
| authorships[2].countries | US |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I157725225 |
| authorships[2].affiliations[0].raw_affiliation_string | Department of Crop Sciences and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. Electronic address: [email protected]. |
| authorships[2].institutions[0].id | https://openalex.org/I157725225 |
| authorships[2].institutions[0].ror | https://ror.org/047426m28 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I157725225 |
| authorships[2].institutions[0].country_code | US |
| authorships[2].institutions[0].display_name | University of Illinois Urbana-Champaign |
| authorships[2].author_position | last |
| authorships[2].raw_author_name | Gustavo Caetano-Anollés |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Department of Crop Sciences and Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. Electronic address: [email protected]. |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.1016/j.jmb.2025.169396 |
| open_access.oa_status | hybrid |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | Tracing the Origin of the Genetic Code and Thermostability to Dipeptide Sequences in Proteomes |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-12-21T01:58:51.020947 |
| primary_topic.id | https://openalex.org/T11048 |
| primary_topic.field.id | https://openalex.org/fields/23 |
| primary_topic.field.display_name | Environmental Science |
| primary_topic.score | 0.6004999876022339 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/2303 |
| primary_topic.subfield.display_name | Ecology |
| primary_topic.display_name | Bacteriophages and microbial interactions |
| related_works | https://openalex.org/W2094336165, https://openalex.org/W2362777130, https://openalex.org/W4295102914, https://openalex.org/W2508856013, https://openalex.org/W2898594562, https://openalex.org/W2373154855, https://openalex.org/W4380880189, https://openalex.org/W2167611972, https://openalex.org/W2358124487, https://openalex.org/W2376504035 |
| cited_by_count | 2 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 2 |
| locations_count | 2 |
| best_oa_location.id | doi:10.1016/j.jmb.2025.169396 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S46058472 |
| best_oa_location.source.issn | 0022-2836, 1089-8638 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | False |
| best_oa_location.source.issn_l | 0022-2836 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | Journal of Molecular Biology |
| best_oa_location.source.host_organization | https://openalex.org/P4310320990 |
| best_oa_location.source.host_organization_name | Elsevier BV |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| best_oa_location.source.host_organization_lineage_names | Elsevier BV |
| best_oa_location.license | cc-by |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Journal of Molecular Biology |
| best_oa_location.landing_page_url | https://doi.org/10.1016/j.jmb.2025.169396 |
| primary_location.id | doi:10.1016/j.jmb.2025.169396 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S46058472 |
| primary_location.source.issn | 0022-2836, 1089-8638 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | 0022-2836 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | Journal of Molecular Biology |
| primary_location.source.host_organization | https://openalex.org/P4310320990 |
| primary_location.source.host_organization_name | Elsevier BV |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310320990 |
| primary_location.source.host_organization_lineage_names | Elsevier BV |
| primary_location.license | cc-by |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Journal of Molecular Biology |
| primary_location.landing_page_url | https://doi.org/10.1016/j.jmb.2025.169396 |
| publication_date | 2025-08-01 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W3087348949, https://openalex.org/W2057330096, https://openalex.org/W1588850198, https://openalex.org/W2038905727, https://openalex.org/W1953869306, https://openalex.org/W3180221372, https://openalex.org/W2004863845, https://openalex.org/W2020320704, https://openalex.org/W1990268869, https://openalex.org/W4366424685, https://openalex.org/W4401506363, https://openalex.org/W3205677047, https://openalex.org/W4395048372, https://openalex.org/W4404538632, https://openalex.org/W2343207816, https://openalex.org/W4386477643, https://openalex.org/W3111755734, https://openalex.org/W1986218151, https://openalex.org/W2057781025, https://openalex.org/W2028528516, https://openalex.org/W1975041634, https://openalex.org/W2620620902, https://openalex.org/W2015663603, https://openalex.org/W2026343937, https://openalex.org/W4200003503, https://openalex.org/W4391430123, https://openalex.org/W2013460486, https://openalex.org/W4318897997, https://openalex.org/W3004537174, https://openalex.org/W3118835475, https://openalex.org/W1821507858, https://openalex.org/W1987582651, https://openalex.org/W2139060548, https://openalex.org/W2610993437, https://openalex.org/W4235707636, https://openalex.org/W2021445348, https://openalex.org/W2038535077, https://openalex.org/W2027707902, https://openalex.org/W2040970518, https://openalex.org/W2071642194, https://openalex.org/W2586142126, https://openalex.org/W2153785771, https://openalex.org/W2092452637, https://openalex.org/W2809584374, https://openalex.org/W3122096118, https://openalex.org/W3042725467, https://openalex.org/W2021940491, https://openalex.org/W1988402216, https://openalex.org/W2056394163, https://openalex.org/W3165041313, https://openalex.org/W2050273964, https://openalex.org/W3140674562, https://openalex.org/W4398761942, https://openalex.org/W4388520896, https://openalex.org/W2071026657, https://openalex.org/W2051065954, https://openalex.org/W2117706449, https://openalex.org/W2131876323, https://openalex.org/W1981100972, https://openalex.org/W1981529363, https://openalex.org/W2068080976, https://openalex.org/W2883128326, https://openalex.org/W1584672266, https://openalex.org/W2941396220, https://openalex.org/W2062155282, https://openalex.org/W2559051164, https://openalex.org/W2133465414, https://openalex.org/W2159810915, https://openalex.org/W2971862671, https://openalex.org/W2133694749, https://openalex.org/W2042209813, https://openalex.org/W2783490552, https://openalex.org/W4321749661, https://openalex.org/W4383187230, https://openalex.org/W1589485606, https://openalex.org/W2140139413, https://openalex.org/W2299904926, https://openalex.org/W2593369137, https://openalex.org/W2079704642, https://openalex.org/W2017119083, https://openalex.org/W2023326082, https://openalex.org/W1995141949, https://openalex.org/W2008096832, https://openalex.org/W4405318815, https://openalex.org/W4389312504, https://openalex.org/W1971340822, https://openalex.org/W4404045912, https://openalex.org/W2049827003, https://openalex.org/W2122300369, https://openalex.org/W2023340513, https://openalex.org/W1965528417, https://openalex.org/W1993739838, https://openalex.org/W2077318647, https://openalex.org/W2625207463, https://openalex.org/W2001504699, https://openalex.org/W2769835804, https://openalex.org/W2561072227, https://openalex.org/W3135682489, https://openalex.org/W4393317343, https://openalex.org/W3004932637, https://openalex.org/W2805565876, https://openalex.org/W3007909729, https://openalex.org/W2153195964, https://openalex.org/W2153901638, https://openalex.org/W2062232288, https://openalex.org/W2122486464, https://openalex.org/W2091208970, https://openalex.org/W4210888723, https://openalex.org/W2022397820, https://openalex.org/W2054000321, https://openalex.org/W2020454825, https://openalex.org/W2034477756, https://openalex.org/W2163702806, https://openalex.org/W2089909578, https://openalex.org/W2345957401, https://openalex.org/W2902051551, https://openalex.org/W3152921085, https://openalex.org/W4377564856, https://openalex.org/W2099946731, https://openalex.org/W2153153865, https://openalex.org/W2085277871, https://openalex.org/W2256933318, https://openalex.org/W2922242040, https://openalex.org/W2896202649, https://openalex.org/W2270430976, https://openalex.org/W2054303231, https://openalex.org/W2008708467 |
| referenced_works_count | 127 |
| abstract_inverted_index.- | 226, 235 |
| abstract_inverted_index.A | 100 |
| abstract_inverted_index.a | 19, 157, 194, 216, 221 |
| abstract_inverted_index.In | 18 |
| abstract_inverted_index.an | 37, 114, 174, 200, 237 |
| abstract_inverted_index.at | 181 |
| abstract_inverted_index.by | 72, 137, 242 |
| abstract_inverted_index.in | 40, 55, 66, 204 |
| abstract_inverted_index.of | 2, 24, 36, 44, 50, 59, 74, 97, 105, 108, 116, 129, 148, 159, 166, 177, 187, 202, 209, 224, 232 |
| abstract_inverted_index.to | 9, 47 |
| abstract_inverted_index.we | 86 |
| abstract_inverted_index.4.3 | 117 |
| abstract_inverted_index.400 | 109 |
| abstract_inverted_index.Our | 213 |
| abstract_inverted_index.RNA | 25, 153 |
| abstract_inverted_index.Ser | 133 |
| abstract_inverted_index.The | 0, 163 |
| abstract_inverted_index.all | 147 |
| abstract_inverted_index.and | 14, 29, 77, 82, 134, 145, 198, 236, 246 |
| abstract_inverted_index.arm | 43 |
| abstract_inverted_index.but | 69 |
| abstract_inverted_index.has | 6 |
| abstract_inverted_index.the | 3, 33, 41, 48, 51, 56, 60, 95, 103, 106, 125, 151, 170, 182, 205, 210, 229 |
| abstract_inverted_index.was | 70, 193 |
| abstract_inverted_index.Ala, | 146 |
| abstract_inverted_index.Ile, | 141 |
| abstract_inverted_index.Leu, | 132 |
| abstract_inverted_index.Lys, | 143 |
| abstract_inverted_index.Met, | 142 |
| abstract_inverted_index.Pro, | 144 |
| abstract_inverted_index.This | 62, 155 |
| abstract_inverted_index.Tyr, | 135 |
| abstract_inverted_index.Val, | 140 |
| abstract_inverted_index.been | 7 |
| abstract_inverted_index.code | 5, 39, 54, 98, 161, 223, 240 |
| abstract_inverted_index.eon. | 212 |
| abstract_inverted_index.from | 113, 228 |
| abstract_inverted_index.into | 94 |
| abstract_inverted_index.late | 195 |
| abstract_inverted_index.link | 219 |
| abstract_inverted_index.loop | 58 |
| abstract_inverted_index.mild | 206 |
| abstract_inverted_index.show | 87 |
| abstract_inverted_index.tRNA | 45 |
| abstract_inverted_index.that | 79, 88 |
| abstract_inverted_index.1,561 | 122 |
| abstract_inverted_index.Here, | 85 |
| abstract_inverted_index.along | 169 |
| abstract_inverted_index.code. | 154 |
| abstract_inverted_index.early | 34, 238 |
| abstract_inverted_index.offer | 91 |
| abstract_inverted_index.prior | 46 |
| abstract_inverted_index.study | 214 |
| abstract_inverted_index.tRNA. | 17 |
| abstract_inverted_index.their | 15 |
| abstract_inverted_index.those | 138 |
| abstract_inverted_index.which | 149 |
| abstract_inverted_index.across | 121 |
| abstract_inverted_index.coding | 179 |
| abstract_inverted_index.driven | 71 |
| abstract_inverted_index.entry. | 162 |
| abstract_inverted_index.hidden | 217 |
| abstract_inverted_index.level. | 184 |
| abstract_inverted_index.likely | 64 |
| abstract_inverted_index.origin | 201 |
| abstract_inverted_index.shaped | 241 |
| abstract_inverted_index.showed | 190 |
| abstract_inverted_index.study, | 22 |
| abstract_inverted_index.Tracing | 185 |
| abstract_inverted_index.arising | 227 |
| abstract_inverted_index.between | 11, 220 |
| abstract_inverted_index.billion | 118 |
| abstract_inverted_index.cognate | 16 |
| abstract_inverted_index.demands | 231 |
| abstract_inverted_index.domains | 28 |
| abstract_inverted_index.duality | 176 |
| abstract_inverted_index.genetic | 4, 53, 160 |
| abstract_inverted_index.history | 63 |
| abstract_inverted_index.protein | 27, 83, 191, 222 |
| abstract_inverted_index.thermal | 188 |
| abstract_inverted_index.typical | 208 |
| abstract_inverted_index.urzymes | 68 |
| abstract_inverted_index.Archaean | 211 |
| abstract_inverted_index.acceptor | 42 |
| abstract_inverted_index.analysis | 115 |
| abstract_inverted_index.editing, | 244 |
| abstract_inverted_index.emerging | 233 |
| abstract_inverted_index.episodes | 73 |
| abstract_inverted_index.folding. | 84 |
| abstract_inverted_index.followed | 136 |
| abstract_inverted_index.insights | 93 |
| abstract_inverted_index.previous | 20 |
| abstract_inverted_index.promoted | 80 |
| abstract_inverted_index.proteins | 203, 234 |
| abstract_inverted_index.proteome | 183 |
| abstract_inverted_index.revealed | 124 |
| abstract_inverted_index.temporal | 127 |
| abstract_inverted_index.timeline | 158 |
| abstract_inverted_index.uncovers | 215 |
| abstract_inverted_index.ancestral | 175 |
| abstract_inverted_index.anticodon | 57 |
| abstract_inverted_index.bolstered | 199 |
| abstract_inverted_index.canonical | 110 |
| abstract_inverted_index.catalysis | 245 |
| abstract_inverted_index.deep-time | 92 |
| abstract_inverted_index.dipeptide | 30, 89, 119, 171 |
| abstract_inverted_index.emergence | 35, 128 |
| abstract_inverted_index.entrusted | 8 |
| abstract_inverted_index.evolution | 104 |
| abstract_inverted_index.molecular | 75 |
| abstract_inverted_index.molecule. | 61 |
| abstract_inverted_index.operating | 180 |
| abstract_inverted_index.phylogeny | 101 |
| abstract_inverted_index.proteomes | 123 |
| abstract_inverted_index.sequences | 31, 90, 120, 168 |
| abstract_inverted_index.supported | 150, 173 |
| abstract_inverted_index.uncovered | 32 |
| abstract_inverted_index.'standard' | 52 |
| abstract_inverted_index.adaptation | 189 |
| abstract_inverted_index.appearance | 165 |
| abstract_inverted_index.chronology | 96, 172 |
| abstract_inverted_index.containing | 131, 139 |
| abstract_inverted_index.describing | 102 |
| abstract_inverted_index.dipeptides | 111, 130, 225 |
| abstract_inverted_index.emergence. | 99 |
| abstract_inverted_index.originated | 65 |
| abstract_inverted_index.repertoire | 107 |
| abstract_inverted_index.structural | 230 |
| abstract_inverted_index.development | 197 |
| abstract_inverted_index.flexibility | 81 |
| abstract_inverted_index.operational | 152, 239 |
| abstract_inverted_index.overlapping | 126 |
| abstract_inverted_index.recruitment | 78 |
| abstract_inverted_index.safekeeping | 1 |
| abstract_inverted_index.synchronous | 164 |
| abstract_inverted_index.synthetases | 13 |
| abstract_inverted_index.chronologies | 23 |
| abstract_inverted_index.co-evolution | 76 |
| abstract_inverted_index.determinants | 186 |
| abstract_inverted_index.environments | 207 |
| abstract_inverted_index.evolutionary | 196, 218 |
| abstract_inverted_index.interactions | 10 |
| abstract_inverted_index.phylogenomic | 21 |
| abstract_inverted_index.specificity. | 247 |
| abstract_inverted_index.strengthened | 156 |
| abstract_inverted_index.'operational' | 38 |
| abstract_inverted_index.bidirectional | 178 |
| abstract_inverted_index.co-evolution, | 243 |
| abstract_inverted_index.reconstructed | 112 |
| abstract_inverted_index.aminoacyl-tRNA | 12 |
| abstract_inverted_index.implementation | 49 |
| abstract_inverted_index.substructures, | 26 |
| abstract_inverted_index.thermostability | 192 |
| abstract_inverted_index.peptide-synthesizing | 67 |
| abstract_inverted_index.dipeptide-antidipeptide | 167 |
| cited_by_percentile_year.max | 96 |
| cited_by_percentile_year.min | 95 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 3 |
| citation_normalized_percentile.value | 0.95038842 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |