Origin and evolution of the genetic code: The universal enigma
Open accessAbstract
The genetic code is nearly universal, and the arrangement of the codons in the standard codon table is highly nonrandom. The three main concepts on the origin and evolution of the code are the stereochemical theory, according to which codon assignments are dictated by physicochemical affinity between amino acids and the cognate codons (anticodons); the coevolution theory, which posits that the code structure coevolved with amino acid biosynthesis pathways; and the error minimization theory under which selection to minimize the adverse effect of point mutations and translation errors was the principal factor of the code's evolution. These theories are not mutually exclusive and are also compatible with the frozen accident hypothesis, that is, the notion that the standard code might have no special properties but was fixed simply because all extant life forms share a common ancestor, with subsequent changes to the code, mostly, precluded by the deleterious effect of codon reassignment. Mathematical analysis of the structure and possible evolutionary trajectories of the code shows that it is highly robust to translational misreading but there are numerous more robust codes, so the standard code potentially could evolve from a random code via a short sequence of codon series reassignments. Thus, much of the evolution that led to the standard code could be a combination of frozen accident with selection for error minimization although contributions from coevolution of the code with metabolic pathways and weak affinities between amino acids and nucleotide triplets cannot be ruled out. However, such scenarios for the code evolution are based on formal schemes whose relevance to the actual primordial evolution is uncertain. A real understanding of the code origin and evolution is likely to be attainable only in conjunction with a credible scenario for the evolution of the coding principle itself and the translation system. © 2008 IUBMB IUBMB Life, 61(2): 99–111, 2009
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The principal debate revolves around four competing perspectives on the code's origin and evolution.
“The principal debate revolves around four competing perspectives on the code's origin and evolution (18, 39, 44).”
From Origin and Evolution of the Universal Genetic Code (2017) · cites this paper as [44]
The Introduction, under “The basic theories of the code nature, origin and evolution,” identifies three main theories and says they are not necessarily mutually exclusive. The paper also discusses the frozen-accident view as a default explanation, but does not present four competing perspectives as the principal debate. Page numbers were not available in our copy. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredWe currently have no formal models for genetic code evolution.
“We currently have no such formal models for genetic code evolution [11,12,25,27].”
From On universal common ancestry, sequence similarity, and phylogenetic structure: the sins of P-values and the virtues of Bayesian evidence (2011) · cites this paper as [12]
The section “The adaptive theory: evidence of evolutionary optimization of the code” describes the Ardell–Sella model of code evolution. In “Instead of conclusions,” the authors say that studies of code evolution use formalized settings; their concern is whether those models reflect primordial evolution, not that formal models do not exist. Page numbers are unavailable in our copy. (LLM, conf=0.90)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredGiven genes and proteins, the origin of molecular machines such as the ATPase is an impressive but not conceptually challenging evolutionary step, far less problematic than the hurdles at the origin of the ribosome and the code.
“Given genes and proteins, the origin of molecular machines such as the ATPase is an admittedly impressive, but not conceptually challenging, evolutionary step; it is a far less problematic increment than the hurdles that had to be surmounted at the origin of the ribosome and the code [110,117].”
From Early bioenergetic evolution (2013) · cites this paper as [110]
In “Instead of conclusions: How did the code evolve (and will we ever know)?” (page not available), the paper calls the origin of coding and the translation system a formidable problem and describes a circular difficulty: functional proteins require translation, while the evolution of translation needs a selective force. It does not discuss ATPase or say that, once genes and proteins exist, molecular machines are conceptually easier to evolve than the ribosome and code. (LLM, conf=0.84)
Experimental — accuracy not yet measuredThe scenarios of code evolution do not have to be mutually exclusive.
“Clearly, these scenarios of code evolution do not have to be mutually exclusive, further complicating the problem (44).”
From Origin and Evolution of the Universal Genetic Code (2017) · cites this paper as [44]
The structure of the SGC is manifestly regular with respect to multiple criteria.
“The structure of the SGC-that is, the mapping of 64 codons to 20 amino acids and the stop signal-is manifestly regular with respect to multiple criteria (44, 84).”
From Origin and Evolution of the Universal Genetic Code (2017) · cites this paper as [44]
The standard genetic code is far from optimal because billions of possible code variants are even more robust to error.
“However, the SGC is far from being optimal because, given the enormous overall number of possible codes (>1084), billions of variants are even more robust to error [10].”
From Frozen Accident Pushing 50: Stereochemistry, Expansion, and Chance in the Evolution of the Genetic Code (2017) · cites this paper as [10]
The three major concepts that strive to explain regularities in the code are the stereochemical, coevolution, and error minimization theories.
“The three major concepts that strive to explain the regularities in the code are the stereochemical, coevolution, and error minimization ‘theories’ [10,43,44].”
From Frozen Accident Pushing 50: Stereochemistry, Expansion, and Chance in the Evolution of the Genetic Code (2017) · cites this paper as [10]
The stereochemical theory postulates that the structure of the code is determined by physicochemical affinity between amino acids and codons or anticodons.
“The stereochemical theory postulates that the structure of the code is determined by physicoo-chemical affinity between amino acids and codons or anticodons.”
From Frozen Accident Pushing 50: Stereochemistry, Expansion, and Chance in the Evolution of the Genetic Code (2017) · cites this paper as [10]
The structure of the standard genetic code is clearly non-random by multiple criteria.
“The structure of the SGC, i.e., the mapping of 64 codons to 20 amino acids and the stop signal, is clearly non-random by multiple criteria [9,10].”
From Frozen Accident Pushing 50: Stereochemistry, Expansion, and Chance in the Evolution of the Genetic Code (2017) · cites this paper as [10]
Stereochemical affinity between amino acids and cognate codons or anticodons does not seem to account for the origin and evolution of the code.
“In particular, stereochemical affinity between amino acids and the cognate codons or anticodons does not seem to account for the origin and evolution of the code.”
From Frozen Accident Pushing 50: Stereochemistry, Expansion, and Chance in the Evolution of the Genetic Code (2017) · cites this paper as [10]
The basic structure of the genetic code and the majority of codon assignments are truly universal.
“the basic structure of the code and the majority of the codon assignments are truly universal [10,11].”
From Frozen Accident Pushing 50: Stereochemistry, Expansion, and Chance in the Evolution of the Genetic Code (2017) · cites this paper as [10]
Quantitative analyses using cost functions have confirmed exceptional robustness of the standard genetic code: the probability to reach the same level of error minimization by random permutation is below 10^-6.
“Quantitative analyses of the code using cost functions derived from physico-chemical properties of amino acids or their evolutionary exchangeability have confirmed the exceptional robustness of the standard genetic code (SGC): the probability to reach the same level of error minimization as in the SGC by random permutation of codons is below 10−6 [10,13,14,15].”
From Frozen Accident Pushing 50: Stereochemistry, Expansion, and Chance in the Evolution of the Genetic Code (2017) · cites this paper as [10]
The stereochemical evidence does not appear to be compelling; significant affinity for cognate triplets has been demonstrated only for five amino acids, and the triplet could be either codon or anticodon; all aptamer results compatible with affinity pertain to complex amino acids unlikely to have been available at code emergence.
“However, as discussed elsewhere [10,45], the stereochemical evidence does not appear to be compelling. The principal problems are two-fold. First, statistically significant affinity for cognate triplets has been demonstrated only for five amino acids, and the triplet could be either codon or anticodon [55]. Second, and more damning, all the results of aptamer experiments that appear compatible”
From Frozen Accident Pushing 50: Stereochemistry, Expansion, and Chance in the Evolution of the Genetic Code (2017) · cites this paper as [10]
The error minimization theory holds that the structure of the code is determined by selection for robustness to errors.
“Hence the error minimization theory of code evolution, under which the structure of the code is determined by selection for robustness to errors.”
From Frozen Accident Pushing 50: Stereochemistry, Expansion, and Chance in the Evolution of the Genetic Code (2017) · cites this paper as [10]
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Rationale for a Universal Genetic Code
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Codon Usage Bias and Mutation Constraints Reduce the Level of ErrorMinimization of the Genetic Code
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On the evolution of the standard amino-acid alphabet.
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A Novel Wobble Rule Found in Starfish Mitochondria
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No accident: genetic codes freeze in error–correcting patterns of the standard genetic code
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Population Genetics of Translational Robustness
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On the antisymmetry of the amino acid code table
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Four letters in the genetic alphabet: a frozen evolutionary optimum?
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Amino Acid Exchangeability and the Adaptive Code Hypothesis
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The scene of a frozen accident
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The standard genetic code enhances adaptive evolution of proteins
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Evolution of the Genetic Triplet Code via Two Types of Doublet Codons
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The role of robustness and changeability on the origin and evolution of genetic codes
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The triplet genetic code had a doublet predecessor
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Question 6: Coevolution Theory of the Genetic Code: A Proven Theory
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The coevolution theory of the origin of the genetic code
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Codon Usage Decreases the Error Minimization Within the Genetic Code
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Block structure and stability of the genetic code
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Generic Darwinian selection in catalytic protocell assemblies
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A Blind Empiricism Against the Coevolution Theory of the Origin of the Genetic Code
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Universality in the Genetic Code
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A quantitative investigation of the chemical space surrounding amino acid alphabet formation
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The Evolution of the Genetic Code Revisited
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10 Evolution of Ribosomes and Translation from an RNA WorldPreprint
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Primordial synthesis machines and the origin of the genetic code
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Genetic code from tRNA point of view
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Genetic code: Lucky chance or fundamental law of nature?
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Recent emergence of the modern genetic code: a proposal
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Origin and Evolutionary Process of the Genetic Code
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A peptidyl transferase ribozyme capable of combinatorial peptide synthesis
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Flagged first, then by citations
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The N‐end rule pathway and regulation by proteolysis
Varshavsky, A. J. (2011) · Protein Science · doi:10.1002/pro.666 · Cited by 696 · see citing works
Parvathy, S. T., Udayasuriyan, V., & Bhadana, V. P. (2021) · Molecular Biology Reports · doi:10.1007/s11033-021-06749-4 · Cited by 579 · see citing works
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“Given genes and proteins, the origin of molecular machines such as the ATPase is an admittedly impressive, but not conceptually challenging, evolutionary step; it is a far less problematic increment than the hurdles that had to be surmounted at the origin of the ribosome and the code [110,117].”
BackgroundBehura, S. K., & Severson, D. W. (2012) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/j.1469-185x.2012.00242.x · Cited by 223 · see citing works
“As yet, the origin of the genetic code is still not fully understood (Koonin & Novozhilov, 2009), but its observed genomic pattern offers advances towards understanding the evolving nature of codon usage that is essential for the fidelity and efficiency of decoding genes to proteinsa process…”
BackgroundInfluentialOrigin and Evolution of the Universal Genetic Code
Koonin, E. V., & Novozhilov, A. S. (2017) · Annual Review of Genetics · doi:10.1146/annurev-genet-120116-024713 · Cited by 200 · see citing works
Self-citationRNA–Amino Acid Binding: A Stereochemical Era for the Genetic Code
Yarus, M., Widmann, J. J., & Knight, R. (2009) · Journal of Molecular Evolution · doi:10.1007/s00239-009-9270-1 · Cited by 198 · see citing works
“We accept the suggestion (Koonin and Novozhilov 2008) that random assignments in the manner of Crick’s ‘‘frozen accident’’ (Crick 1968) are also consistent with concurrent stereochemistry, co-evolution, and adaptation; all four together may have shaped the ultimate ‘universal’ genetic code.”
BackgroundGenetic Codes with No Dedicated Stop Codon: Context-Dependent Translation Termination
Swart, E. C., Serra, V., Petroni, G., & Nowacki, M. (2016) · Cell · doi:10.1016/j.cell.2016.06.020 · Cited by 167 · see citing works
“In light of the ambiguous genetic codes presented here, it is worth reconsidering the idea that the standard genetic code is ‘‘one in a million’’ and is optimized to minimize the effects of errors arising frommutations (Freeland and Hurst, 1998) (although contested [Koonin and Novozhilov, 2009]).”
Exoplanet Biosignatures: Future Directions
Walker, S. I., Bains, W., Cronin, L., DasSarma, S., Danielache, S. O., Domagal-Goldman, S. D., Kaçar, B., Kiang, N. Y.-L., Lenardic, A., Reinhard, C. T., et al. (2018) · Astrobiology · doi:10.1089/ast.2017.1738 · Cited by 122 · see citing works
“However, components of LUCA, such as archaeal and bacterial cell membrane components and metabolic capabilities, may have arisen independently multiple times.”
BackgroundInfluentialBarbieri, M. (2017) · Biosystems · doi:10.1016/j.biosystems.2017.10.005 · Cited by 117 · see citing works
Modern diversification of the amino acid repertoire driven by oxygen
Granold, M., Hajieva, P., Toșa, M. I., Irimie, F. D., & Moosmann, B. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1717100115 · Cited by 86 · see citing works
Universality of the DNA methylation codes in Eucaryotes
Aliaga, B., Bulla, I., Mouahid, G., DUVAL, D. T., & Grunau, C. (2019) · Scientific Reports · doi:10.1038/s41598-018-37407-8 · Cited by 87 · see citing works
Koonin, E. (2017) · Life · doi:10.3390/life7020022 · Cited by 85 · see citing works
“, the mapping of 64 codons to 20 amino acids and the stop signal, is clearly non-random by multiple criteria [9,10].”
BackgroundInfluentialSelf-citationPhenylalanine Increases Membrane Permeability
Perkins, R., & Vaida, V. (2017) · Journal of the American Chemical Society · doi:10.1021/jacs.7b09219 · Cited by 83 · see citing works
Chatterjee, S., & Yadav, S. (2019) · Life · doi:10.3390/life9010025 · Cited by 80 · see citing works
“<Table 1 about here> The origin of the genetic code remains elusive, even though the full codon catalog was deciphered over 50 years ago [93].”
BackgroundtRNA acceptor stem and anticodon bases form independent codes related to protein folding
Carter, C. W., & Wolfenden, R. V. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1507569112 · Cited by 79 · see citing works
Expanded use of sense codons is regulated by modified cytidines in tRNA
Cantara, W. A., Murphy, F. V., DeMi̇rci̇, H., & Agris, P. F. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1222641110 · Cited by 79 · see citing works
Koonin, E. V., Wolf, Y. I., & Katsnelson, M. I. (2017) · Biology Direct · doi:10.1186/s13062-017-0202-5 · Cited by 74 · see citing works
“Namely, among different hypotheses, the stereochemical hypothesis of the code’s origin has received significant attention over the past decades [60, 61].”
BackgroundSelf-citationMühlhausen, S., Findeisen, P., Plessmann, U., Urlaub, H., & Kollmar, M. (2016) · Genome Research · doi:10.1101/gr.200931.115 · Cited by 74 · see citing works
Refactored genetic codes enable bidirectional genetic isolation
Zürcher, J. F., Robertson, W. E., Kappes, T., Petris, G., Elliott, T. S., Salmond, G. P. C., & Chin, J. W. (2022) · Science · doi:10.1126/science.add8943 · Cited by 73 · see citing works
Fournier, G. P., & Alm, E. J. (2015) · Journal of Molecular Evolution · doi:10.1007/s00239-015-9672-1 · Cited by 69 · see citing works
“2006; Wong 1988{Cavalcanti, 2004 #63)reviews in (Koonin and Novozhilov 2009; Trifonov 2000).”
BackgroundThe cellular landscape of mid‐size noncoding RNA
Boivin, V., Faucher‐Giguère, L., Scott, M. S., & Elela, S. A. (2019) · Wiley Interdisciplinary Reviews - RNA · doi:10.1002/wrna.1530 · Cited by 70 · see citing works
“The discovery of tRNA and the standard genetic code added a whole new dimension to sequence selection in evolution (Itzkovitz & Alon, 2007; Koonin & Novozhilov, 2009; Pechmann & Frydman, 2013).”
BackgroundInsuperable problems of the genetic code initially emerging in an RNA world
Wills, P. R., & Carter, C. W. (2017) · Biosystems · doi:10.1016/j.biosystems.2017.09.006 · Cited by 64 · see citing works
Origins of Life: The Primal Self-Organization
Egel, R., Mulkidjanian, A. Y., & Lankenau, D. (2011) · Springer eBooks · doi:10.1007/978-3-642-21625-1 · Cited by 66 · see citing works
RNA ‐protein interactions in an unstructured context
Žagrović, B., Bartonek, L., & Polyansky, A. A. (2018) · FEBS Letters · doi:10.1002/1873-3468.13116 · Cited by 61 · see citing works
Short tRNA anticodon stem and mutant eRF1 allow stop codon reassignment
Kachale, A., Pavlíková, Z., Nenarokova, A., Roithová, A., Durante, I. M., Miletínová, P., Záhonová, K., Nenarokov, S., Votýpka, J., Horáková, E., et al. (2023) · Nature · doi:10.1038/s41586-022-05584-2 · Cited by 63 · see citing works
Interdependence, Reflexivity, Fidelity, Impedance Matching, and the Evolution of Genetic Coding
Carter, C. W., & Wills, P. R. (2017) · Molecular Biology and Evolution · doi:10.1093/molbev/msx265 · Cited by 61 · see citing works
Creixell, P., Schoof, E. M., Tan, C. S. H., & Linding, R. (2012) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2012.0076 · Cited by 59 · see citing works
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Codon Size Reduction as the Origin of the Triplet Genetic Code
Baranov, P. V., Venin, M., & Provan, G. M. (2009) · PLoS ONE · doi:10.1371/journal.pone.0005708 · Cited by 55 · see citing works
“While the accidental nature of the genetic code is still a matter of scientific dispute [16,26–28], it is clear that the genetic code is”
BackgroundFrameshifting preserves key physicochemical properties of proteins
Bartonek, L., Braun, D., & Žagrović, B. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1911203117 · Cited by 53 · see citing works
Evidence of direct complementary interactions between messenger RNAs and their cognate proteins
Polyansky, A. A., & Žagrović, B. (2013) · Nucleic Acids Research · doi:10.1093/nar/gkt618 · Cited by 52 · see citing works
“As suggested before, it is possible that the answer lies in a combination of different influences (19).”
Beyond Terrestrial Biology: Charting the Chemical Universe of α-Amino Acid Structures
Meringer, M., Cleaves, H. J., & Freeland, S. J. (2013) · Journal of Chemical Information and Modeling · doi:10.1021/ci400209n · Cited by 53 · see citing works
Coding of Class I and II Aminoacyl-tRNA Synthetases
Carter, C. W. (2017) · Advances in experimental medicine and biology · doi:10.1007/5584_2017_93 · Cited by 52 · see citing works
“The most serious challenge to the various scenarios described in this review is the significant evidence from Koonin’s group (Koonin and Novozhilov 2009; Koonin 2011; Aravind et al. 2002; Leipe et al. 2002; Wolf et al. 1999) and others (Caetano-Anolles et al. 2007, 2013) that speciation of the…”
BackgroundLada, A. G., Kliver, S. F., Dhar, A., Polev, D. E., Masharsky, A., Rogozin, I. B., & Pavlov, Y. I. (2015) · PLoS Genetics · doi:10.1371/journal.pgen.1005217 · Cited by 52 · see citing works
“On the evolutionary scale, the general rule is that highly expressed genes are changing slowly (reviewed in [48, 49]).”
BackgroundEvolution of the genetic code: The ambiguity-reduction theory
Barbieri, M. (2019) · Biosystems · doi:10.1016/j.biosystems.2019.104024 · Cited by 53 · see citing works
Ribosome Structure, Function, and Early Evolution
Opron, K., & Burton, Z. F. (2018) · International Journal of Molecular Sciences · doi:10.3390/ijms20010040 · Cited by 50 · see citing works
FACIL: Fast and Accurate Genetic Code Inference and Logo
Dutilh, B. E., Jurgelenaite, R., Szklarczyk, R., van Hijum, S. A. F. T., Harhangi, H. R., Schmid, M. C., de Wild, B., Françoijs, K., Stunnenberg, H. G., Strous, M., et al. (2011) · Bioinformatics · doi:10.1093/bioinformatics/btr316 · Cited by 49 · see citing works
“After all the genetic code or codon table, i.e. the ‘dictionary’ that translates codons (nucleic acid triplets) ∗To whom correspondence should be addressed. into amino acids (AAs), is largely universal and unambiguous (Koonin and Novozhilov, 2009).”
BackgroundMethodBraga, L. P. P., Soucy, S. M., Amgarten, D., da Silva, A. M., & Setúbal, J. C. (2018) · Frontiers in Ecology and Evolution · doi:10.3389/fevo.2018.00006 · Cited by 49 · see citing works
“Koonin and Novozhilov (2009) have pointed out the relation between HGT and the universality of the genetic code, allowing the flow of information necessary for evolution among biological entities in all directions (i.e., vertically and horizontally).”
BackgroundBłażej, P., Wnętrzak, M., Mackiewicz, D., & Mackiewicz, P. (2018) · PLoS ONE · doi:10.1371/journal.pone.0201715 · Cited by 51 · see citing works
Evolution of Life on Earth: tRNA, Aminoacyl-tRNA Synthetases and the Genetic Code
Lei, L., & Burton, Z. F. (2020) · Life · doi:10.3390/life10030021 · Cited by 50 · see citing works
“Figure 6 shows the 4-amino acid code to encode Gly, Asp, Ala, and Val [1,6,46,47].”
BackgroundSequence signatures of direct complementarity between mRNAs and cognate proteins on multiple levels
Hlevnjak, M., Polyansky, A. A., & Žagrović, B. (2012) · Nucleic Acids Research · doi:10.1093/nar/gks679 · Cited by 44 · see citing works
“Previous computational analyses have shown that the genetic code is robust to random point mutations and translational errors, such that hydrophobicity of the original and the mutated amino acids differs to a minimal degree (‘error-minimization’ hypothesis) (2,13,43).”
BackgroundInfluentialSynthetic transitions: towards a new synthesis
Solé, R. V. (2016) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2015.0438 · Cited by 42 · see citing works
Universal biology and the statistical mechanics of early life
Goldenfeld, N. D., Biancalani, T., & Jafarpour, F. (2017) · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rsta.2016.0341 · Cited by 46 · see citing works
“system models to study two of the most perplexing features shared by all known life on the Earth: (i) the canonical genetic code [8] and (ii) biological homochirality [9].”
Backgroundde Ruiter, A., & Žagrović, B. (2014) · Nucleic Acids Research · doi:10.1093/nar/gku1344 · Cited by 43 · see citing works
“More specifically, the stereochemical hypothesis (5,31,34,35) postulates that the code evolved as a consequence of direct binding preferences of amino acids for their cognate codons.”
Pan, M., & Li, B. (2022) · eLife · doi:10.7554/elife.81952 · Cited by 42 · see citing works
“There are also other theories pertaining to this topic ( Crick et al., 1961 ; Di Giulio, 2004 ; Koonin and Novozhilov, 2009 ).”
The Roots of Genetic Coding in Aminoacyl-tRNA Synthetase Duality
Carter, C. W., & Wills, P. R. (2021) · Annual Review of Biochemistry · doi:10.1146/annurev-biochem-071620-021218 · Cited by 40 · see citing works
Seven Amino Acid Types Suffice to Create the Core Fold of RNA Polymerase
Yagi, S., Padhi, A. K., Vučinić, J., Barbe, S., Schiex, T., Nakagawa, R., Simoncini, D., Zhang, K. Y. J., & Tagami, S. (2021) · Journal of the American Chemical Society · doi:10.1021/jacs.1c05367 · Cited by 41 · see citing works
Mathematical fundamentals for the noise immunity of the genetic code
Fimmel, E., & Strüngmann, L. (2017) · Biosystems · doi:10.1016/j.biosystems.2017.09.007 · Cited by 42 · see citing works
Massey, S. (2015) · Life · doi:10.3390/life5021301 · Cited by 38 · see citing works
““Theory space” has been well covered when it comes to the potential pathways that may have led to the present day standard genetic code (SGC) [1].”
BackgroundExceptional error minimization in putative primordial genetic codes
Novozhilov, A. S., & Koonin, E. V. (2009) · Biology Direct · doi:10.1186/1745-6150-4-44 · Cited by 37 · see citing works
“6), in a sharp contrast to the 78% MP for the standard code [12] (this estimate was obtained using the same cost function as described in the Methods section but for the complete, standard genetic code, and is somewhat higher than the previously reported estimates [41]).”
BackgroundResultSelf-citationShannon information entropy in the canonical genetic code
Nemzer, L. R. (2016) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2016.12.010 · Cited by 40 · see citing works
The optimality of the standard genetic code assessed by an eight-objective evolutionary algorithm
Wnętrzak, M., Błażej, P., Mackiewicz, D., & Mackiewicz, P. (2018) · BMC Evolutionary Biology · doi:10.1186/s12862-018-1304-0 · Cited by 42 · see citing works
The genetic code constrains yet facilitates Darwinian evolution
Firnberg, E., & Ostermeier, M. (2013) · Nucleic Acids Research · doi:10.1093/nar/gkt536 · Cited by 36 · see citing works
“In this view, the evolvability theory provides a possible explanation for the extent to which, if any, the code is not optimized for error minimization (11).”
BackgroundBernhardt, H. S., & Tate, W. P. (2010) · Biology Direct · doi:10.1186/1745-6150-5-16 · Cited by 39 · see citing works
“Surprisingly, although de Duve's ideas were first published almost 20 years ago [14] and have been published on two occasions since then [15,16], there appears to be very little general awareness of them by researchers in the field, as can be seen by an absence of reference to his work in recent reviews of the area [9…”
BackgroundFail-safe genetic codes designed to intrinsically contain engineered organisms
Calles, J., Justice, I., Brinkley, D., Garcia, A., & Endy, D. (2019) · Nucleic Acids Research · doi:10.1093/nar/gkz745 · Cited by 45 · see citing works
“Most known life uses the ‘Standard Code’ or a close variant thereof to assign 64 nucleotide triplets (i.e. ‘codons’) to 20 unique amino acids plus a termination signal (Figure 1A) (34,38).”
Development of the genetic code: Insights from a fungal codon reassignment
Moura, G., Paredes, J. A., & Santos, M. A. S. (2009) · FEBS Letters · doi:10.1016/j.febslet.2009.11.066 · Cited by 38 · see citing works
“And, a final step (Phase-3) where the five amino acids whose synthesis is tRNA-dependent or is mediated through non-canonical biosynthetic pathways, namely Asn, Gln, Cys, selenocysteine (Sec) and pyrrolysine (Pyl), were incorporated into the genetic code [12,25,26].”
BackgroundContingency, convergence and hyper-astronomical numbers in biological evolution.
Louis, A. (2016) · Studies in history and philosophy of biological and biomedical sciences · doi:10.1016/j.shpsc.2015.12.014 · Cited by 34 · see citing works
“The jury is still out (For a good review of several competing theories of the origin of the genetic code see Koonin and Novozhilov (2009)).”
BackgroundA novel numerical mapping method based on entropy for digitizing DNA sequences
Daş, B., & Türkoğlu, İ. (2017) · Neural Computing and Applications · doi:10.1007/s00521-017-2871-5 · Cited by 38 · see citing works
“During the production of proteins and enzymes, RNA copy sequences that corresponding to genes in DNA are extracted [2, 4, 7–9].”
The Propitious Role of Solar Energetic Particles in the Origin of Life
Lingam, M., Dong, C., Fang, X., Jakosky, B. M., & Loeb, A. (2018) · The Astrophysical Journal · doi:10.3847/1538-4357/aa9fef · Cited by 38 · see citing works
“…Miyakawa et al. 2002b); most of these biomolecules are considered essential for protein synthesis (Weber & Miller 1981; Zaia et al. 2008; Higgs & Pudritz 2009) and some authors have suggested that the co-evolution of amino acids and nucleic acids might have occurred (Koonin & Novozhilov 2009).”
BackgroundKim, Y., Opron, K., & Burton, Z. F. (2019) · Life · doi:10.3390/life9020037 · Cited by 38 · see citing works
Wehbi, S., Wheeler, A. L., Morel, B., Manepalli, N., Minh, B. Q., LAURETTA, D. S., & Masel, J. (2024) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2410311121 · Cited by 36 · see citing works
“Stepwise construction of the current code and competition among ancient codes could have occurred simultaneously ( 78 , 79 ).”
Polyansky, A. A., Hlevnjak, M., & Žagrović, B. (2013) · RNA Biology · doi:10.4161/rna.25977 · Cited by 35 · see citing works
Non-Standard Genetic Codes Define New Concepts for Protein Engineering
Bezerra, A. R., Guimarães, A. R., & Santos, M. A. S. (2015) · Life · doi:10.3390/life5041610 · Cited by 33 · see citing works
“The study of structural and molecular features of non-standard genetic codes, in addition to support models for codon reassignment theories (reviewed in [96,97]), also provides useful information for synthetic rewriting of genetic codes.”
BackgroundComplex phylogenetic distribution of a non-canonical genetic code in green algae
Cocquyt, E., Gile, G. H., Leliaert, F., Verbruggen, H., Keeling, P. J., & Clerck, O. D. (2010) · BMC Evolutionary Biology · doi:10.1186/1471-2148-10-327 · Cited by 35 · see citing works
“The two models are not mutually exclusive and codon reas signm ents may be driven by a com bination of different mechanisms [10,11].”
BackgroundRooted tRNAomes and evolution of the genetic code
Pak, D., Du, N., Kim, Y., Sun, Y., & Burton, Z. F. (2018) · Transcription · doi:10.1080/21541264.2018.1429837 · Cited by 35 · see citing works
“It appears that errors in tRNA charging drove code evolution [2,14,25].”
BackgroundInfluentialEvolutionary action of mutations reveals antimicrobial resistance genes in Escherichia coli
Marciano, D. C., Wang, C., Hsu, T., Bourquard, T., Atri, B., Nehring, R. B., Abel, N. S., Bowling, E. A., Chen, T. J., Lurie, P., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-30889-1 · Cited by 33 · see citing works
Multi-objective genetic algorithms in the study of the genetic code’s adaptability
de Oliveira, L. L., Freitas, A. A., & Tinós, R. (2017) · Information Sciences · doi:10.1016/j.ins.2017.10.022 · Cited by 34 · see citing works
On the Diversification of the Translation Apparatus across Eukaryotes
Hernández, G., Proud, C. G., Preiß, T., & Parsyan, A. E. (2012) · Comparative and Functional Genomics · doi:10.1155/2012/256848 · Cited by 33 · see citing works
“Nevertheless, variations to the “universal” genetic code, wherein the meaning of a “universal” codon is changed to a different one, have recently been uncovered in a wide range of bacteria, organelles, and the nuclear genome of eukaryotes, revealing that the genetic code is still evolving in some lineages [30–33].”
BackgroundMitogenomics and mitochondrial gene phylogeny decipher the evolution of Saccharomycotina yeasts
Christinaki, A. C., Kanellopoulos, S. G., Kortsinoglou, A. M., Andrikopoulos, M. Α., Theelen, B., Boekhout, T., & Kouvelis, V. N. (2022) · Genome Biology and Evolution · doi:10.1093/gbe/evac073 · Cited by 33 · see citing works
On universal coding events in protein biogenesis
Kubyshkin, V., Acevedo‐Rocha, C. G., & Budiša, N. (2017) · Biosystems · doi:10.1016/j.biosystems.2017.10.004 · Cited by 32 · see citing works
Faure, G., & Koonin, E. V. (2015) · Physical Biology · doi:10.1088/1478-3975/12/3/035001 · Cited by 31 · see citing works
“0 kcal mol) than the complete distributions due to the well-characterized mutational robustness of the genetic code [49, 50].”
BackgroundSelf-citationEnzymic recognition of amino acids drove the evolution of primordial genetic codes
Douglas, J., Bouckaert, R., Carter, C. W., & Wills, P. R. (2023) · Nucleic Acids Research · doi:10.1093/nar/gkad1160 · Cited by 30 · see citing works
“The primordial genetic codes would have looked significantly different from their contemporary descendants [1, 2].”
BackgroundInfluentialA periodic table of monosaccharides
Cummings, R. D. (2023) · Glycobiology · doi:10.1093/glycob/cwad088 · Cited by 30 · see citing works
Rogers, S. O. (2019) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2019.01.022 · Cited by 28 · see citing works
p-Adic hierarchical properties of the genetic code
Dragovich, B. G., & Mišić, N. Ž. (2019) · Biosystems · doi:10.1016/j.biosystems.2019.104017 · Cited by 29 · see citing works
A biophysical basis for the emergence of the genetic code in protocells
Harrison, S. A., Palmeira, R. N., Halpern, A., & Lane, N. J. (2022) · Biochimica et Biophysica Acta (BBA) - Bioenergetics · doi:10.1016/j.bbabio.2022.148597 · Cited by 28 · see citing works
Analogue encoding of physicochemical properties of proteins in their cognate messenger RNAs
Polyansky, A. A., Hlevnjak, M., & Žagrović, B. (2013) · Nature Communications · doi:10.1038/ncomms3784 · Cited by 28 · see citing works
Synthesis and Explosion Hazards of 4-Azido- l -phenylalanine
Richardson, M. B., Brown, D. B., Vásquez, C. A., Ziller, J. W., Johnston, K. M., & Weiss, G. A. (2018) · The Journal of Organic Chemistry · doi:10.1021/acs.joc.8b00270 · Cited by 28 · see citing works
Evolution of the Genetic Code: The Ribosome-Oriented Model
Barbieri, M. (2015) · Biological Theory · doi:10.1007/s13752-015-0225-z · Cited by 27 · see citing works
“After decades of research, in conclusion, there still is no real evidence in favor of the stereochemical theory, and what keeps it alive is the possibility that stereochemical interactions between codons and amino acids might have been important at some early stages of evolution (Koonin and Novozhilov 2009).”
BackgroundInfluentialKoonin, E. (2017) · doi:10.20944/preprints201705.0121.v1 · Cited by 85 · see citing works
Self-citationUltrametrics in the genetic code and the genome
Dragovich, B. G., Khrennikov, A. Y., & Mišić, N. Ž. (2017) · Applied Mathematics and Computation · doi:10.1016/j.amc.2017.04.012 · Cited by 26 · see citing works
“Namely, if each amino acid and stop signal are coded by at least one codon, then the total number of possible maps is more than 10(84) [20].”
BackgroundEvolution of the genetic code through progressive symmetry breaking
Lenstra, R. (2014) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2014.01.002 · Cited by 27 · see citing works
Biosemiotic Entropy of the Genome: Mutations and Epigenetic Imbalances Resulting in Cancer
Gryder, B. E., Nelson, C. W., & Shepard, S. S. (2013) · Entropy · doi:10.3390/e15010234 · Cited by 27 · see citing works
“Indeed, the standard genetic code is considered robust to translational error [97] and is further supported by error-correcting activities in polymerases and ribosomes.”
BackgroundA binary representation of the genetic code
Nemzer, L. R. (2017) · Biosystems · doi:10.1016/j.biosystems.2017.03.001 · Cited by 26 · see citing works
“This stands in contrast with many previous studies, which fixated on using the degree of degeneracy in the third letter as the primary or sole metric, and more crucially, treated the nucleotides as interchangeable labels for group theory analysis.”
ResultPrebiotic Synthesis of Aspartate Using Life’s Metabolism as a Guide
Harrison, S. A., Webb, W. L., Rammu, H., & Lane, N. (2023) · Life · doi:10.3390/life13051177 · Cited by 25 · see citing works
The scenario on the origin of translation in the RNA world: in principle of replication parsimony
Ma, W. (2010) · Biology Direct · doi:10.1186/1745-6150-5-65 · Cited by 24 · see citing works
“Apparently, the four theories tend to tackle different aspects of the formation of the genetic code and, thus, might be compatible [59,60].”
BackgroundOn Nature’s Strategy for Assigning Genetic Code Multiplicity
Gardini, S., Cheli, S., Baroni, S., Lascio, G. D., Mangiavacchi, G., Micheletti, N., Monaco, C. L., Savini, L., Alocci, D., Mangani, S., et al. (2016) · PLoS ONE · doi:10.1371/journal.pone.0148174 · Cited by 24 · see citing works
The “Wow! signal” of the terrestrial genetic code
Shcherbak, V. I., & Makukov, M. A. (2013) · Icarus · doi:10.1016/j.icarus.2013.02.017 · Cited by 26 · see citing works
“…further by the fact that how the code came to be apparently non-random and nearly optimized still remains disputable and highly speculative (for reviews on traditional models of the code evolution see Knight et al ., 1999; Gusev & Schulze-Makuch, 2004; Di Giulio, 2005; Koonin & Novozhilov, 2009).”
BackgroundThe genetic code and its optimization for kinetic energy conservation in polypeptide chains
Guilloux, A., & Jestin, J. (2012) · Biosystems · doi:10.1016/j.biosystems.2012.03.001 · Cited by 24 · see citing works
Evaluating Sense Codon Reassignment with a Simple Fluorescence Screen
Biddle, W., Schmitt, M. A., & Fisk, J. D. (2015) · Biochemistry · doi:10.1021/acs.biochem.5b00870 · Cited by 24 · see citing works
A stretched conformation of DNA with a biological role?
Bosaeus, N., Reymer, A., Beke‐Somfai, T., Brown, T. P., Takahashi, M., Wittung-Stafshede, P. E., Rocha, S., & Nordén, B. (2017) · Quarterly Reviews of Biophysics · doi:10.1017/s0033583517000099 · Cited by 24 · see citing works
“No connection between triplet base conformation and origin of the genetic code has been proposed before, as far as we know, while RNA templating of amino acids has been speculated as a possible code origin in an RNA-world context (Koonin & Novozhilov, 2009; Yarus et al. 2010).”
BackgroundAnalysis of the optimality of the standard genetic code
Kumar, B., & Saini, S. (2016) · Molecular BioSystems · doi:10.1039/c6mb00262e · Cited by 23 · see citing works
p -Adic mathematics and theoretical biology
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Cellular identity at the single-cell level
Coskun, A. F., Eser, U., & Islam, S. (2016) · Molecular BioSystems · doi:10.1039/c6mb00388e · Cited by 23 · see citing works
Efforts and Challenges in Engineering the Genetic Code
Lin, X., Yu, A. C.-S., & Chan, T. (2017) · Life · doi:10.3390/life7010012 · Cited by 22 · see citing works
“These hypotheses have been reviewed elsewhere [10,11].”
mRNA/protein sequence complementarity and its determinants: The impact of affinity scales
Bartonek, L., & Žagrović, B. (2017) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1005648 · Cited by 21 · see citing works
Driving forces in the origins of life
Dill, K. A., & Agozzino, L. (2021) · Open Biology · doi:10.1098/rsob.200324 · Cited by 22 · see citing works
van der Gulik, P. T. S., & Hoff, W. D. (2016) · PLoS ONE · doi:10.1371/journal.pone.0158342 · Cited by 22 · see citing works
Life’s Order, Complexity, Organization, and Its Thermodynamic–Holistic Imperatives
Egel, R. (2012) · Life · doi:10.3390/life2040323 · Cited by 21 · see citing works
“The full table of the canonical (cid:178) and virtually universal (cid:178) genetic code would then be gradually established in a multi-component optimizing process resulting in a chain of similarity-based codon reassignments [124,141 (cid:177) 144].”
Karagöl, T., Karagöl, A., & Zhang, S. (2024) · PLoS ONE · doi:10.1371/journal.pone.0300340 · Cited by 21 · see citing works
- Authors
- Koonin, E. V., & Novozhilov, A. S.
- Affiliations
- National Institutes of Health (US)
- Corresponding author
- Koonin, Eugene V.
- Venue
- IUBMB Life
- Publisher
- Wiley
- Published
- 2008-12-31
- Volume
- 61
- Issue
- 2
- Pages
- 99-111
- ISSN
- 1521-6543 (ISSN-L)
- 1521-6551
- PMC
- PMC3293468
- OpenAlex
- W1963573192
- Cited by
- 392
- References
- 143
- Citations by year
- 2026: 36 · 2025: 22 · 2024: 28 · 2023: 33 · 2022: 21 · 2021: 21 · 2020: 28 · 2019: 22 · 2018: 25 · 2017: 32 · 2016: 18 · 2015: 19 · 2014: 14 · 2013: 20 · 2012: 16
- FWCI
- 0.95
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- IUBMB Life (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Aspen Center for Physics
- National Institutes of Health
- U.S. National Library of Medicine (ZIALM000061)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA and protein synthesis mechanisms
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Origins and Evolution of Life
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
- Keywords
- origin of the genetic code, genetic code evolution, codon assignment, error reduction, codon reassignment, code robustness
- MeSH terms
- Amino Acids, Codon, Genetic Code, Protein Biosynthesis, Evolution, Molecular
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