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Xu F, Ren Y, Teng Y, Mu J, Tang J, Sundaram K, Zhang L, Park JW, Hwang JY, Yan J, Dryden G, Zhang H. Tryptophan As a New Member of RNA-Induced Silencing Complexes Prevents Colon Cancer Liver Metastasis. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2307937. [PMID: 39031551 PMCID: PMC11336974 DOI: 10.1002/advs.202307937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 05/15/2024] [Indexed: 07/22/2024]
Abstract
Essential amino acids (EAA) and microRNAs (miRs) control biological activity of a cell. Whether EAA regulates the activity of miR has never been demonstrated. Here, as proof-of-concept, a tryptophan (Trp, an EAA) complex containing Argonaute 2 (Ago2) and miRs including miR-193a (Trp/Ago2/miR-193a) is identified. Trp binds miR-193a-3p and interacts with Ago2. Trp/Ago2/miR-193a increases miR-193a-3p activity via enhancing Argonaute 2 (Ago2) RNase activity. Other miRs including miR-103 and miR-107 in the Trp complex enhance miR-193a activity by targeting the same genes. Mechanistically, the Trp/Ago2/miR-193a complex interacts with Trp-binding pockets of the PIWI domain of Ago2 to enhance Ago2 mediated miR activity. This newly formed Ago2/Trp/miR-193a-3p complex is more efficient than miR-193a-3p alone in inhibiting the expression of targeted genes and inhibiting colon cancer liver metastasis. The findings show that Trp regulates miR activity through communication with the RNA-induced silencing complexes (RISC), which provides the basis for tryptophan based miR therapy.
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Affiliation(s)
- Fangyi Xu
- Brown Cancer CenterUniversity of LouisvilleLouisvilleKY40202USA
- Department of Central LaboratoryCancer CenterThe affiliated Huaian No. 1 People's Hospital of Nanjing Medical UniversityHuai'an223300China
| | - Yi Ren
- Department of Breast and Thyroid SurgeryThe affiliated Huaian first People's Hospital of Nanjing Medical UniversityHuaianJiangsu223300China
| | - Yun Teng
- Brown Cancer CenterUniversity of LouisvilleLouisvilleKY40202USA
| | - Jingyao Mu
- Brown Cancer CenterUniversity of LouisvilleLouisvilleKY40202USA
| | - Jie Tang
- Department of Breast and Thyroid SurgeryThe affiliated Huaian first People's Hospital of Nanjing Medical UniversityHuaianJiangsu223300China
| | | | - Lifeng Zhang
- Brown Cancer CenterUniversity of LouisvilleLouisvilleKY40202USA
| | - Juw Won Park
- Department of Computer Science and EngineeringUniversity of LouisvilleLouisvilleKY40202USA
| | - Jae Yeon Hwang
- Department of Computer Science and EngineeringUniversity of LouisvilleLouisvilleKY40202USA
| | - Jun Yan
- Brown Cancer CenterUniversity of LouisvilleLouisvilleKY40202USA
| | - Gerald Dryden
- Robley Rex Veterans Affairs Medical CenterLouisvilleKY40206USA
| | - Huang‐Ge Zhang
- Brown Cancer CenterUniversity of LouisvilleLouisvilleKY40202USA
- Robley Rex Veterans Affairs Medical CenterLouisvilleKY40206USA
- Department of Microbiology & ImmunologyUniversity of LouisvilleLouisvilleKY40202USA
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Yarus M. A crescendo of competent coding (c3) contains the Standard Genetic Code. RNA (NEW YORK, N.Y.) 2022; 28:1337-1347. [PMID: 35868841 PMCID: PMC9479743 DOI: 10.1261/rna.079275.122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 07/18/2022] [Indexed: 06/15/2023]
Abstract
The Standard Genetic Code (SGC) can arise by fusion of partial codes evolved in different individuals, perhaps for differing prior tasks. Such code fragments can be unified into an SGC after later evolution of accurate third-position Crick wobble. Late wobble advent fills in the coding table, leaving only later development of translational initiation and termination to reach the SGC in separated domains of life. This code fusion mechanism is computationally implemented here. Late Crick wobble after C3 fusion (c3-lCw) is tested for its ability to evolve the SGC. Compared with previously studied isolated coding tables, or with increasing numbers of parallel, but nonfusing codes, c3-lCw reaches the SGC sooner, is successful in a smaller population, and presents accurate and complete codes more frequently. Notably, a long crescendo of SGC-like codes is exposed for selection of superior translation. c3-lCw also effectively suppresses varied disordered assignments, thus converging on a unified code. Such merged codes closely approach the SGC, making its selection plausible. For example: Under routine conditions, ≈1 of 22 c3-lCw environments evolves codes with ≥20 assignments and ≤3 differences from the SGC, notably including codes identical to the Standard Genetic Code.
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Affiliation(s)
- Michael Yarus
- Department of Molecular, Cellular and Developmental Biology, University of Colorado, Boulder, Colorado 80309-0347, USA
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Plebanek A, Larnerd C, Popović M, Wei C, Pohorille A, Ditzler MA. Big on Change, Small on Innovation: Evolutionary Consequences of RNA Sequence Duplication. J Mol Evol 2019; 87:240-253. [PMID: 31435687 PMCID: PMC6711949 DOI: 10.1007/s00239-019-09906-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 08/06/2019] [Indexed: 01/11/2023]
Abstract
The potential for biopolymers to evolve new structures has important consequences for their ability to optimize function and our attempts to reconstruct their evolutionary histories. Prior work with in vitro systems suggests that structural remodeling of RNA is difficult to achieve through the accumulation of point mutations or through recombination events. Sequence duplication may represent an alternative mechanism that can more readily lead to the evolution of new structures. Structural and sequence elements in many RNAs and proteins appear to be the products of duplication events, indicating that this mechanism plays a major role in molecular evolution. Despite the potential significance of this mechanism, little experimental data is available concerning the structural and evolutionary consequences of duplicating biopolymer sequences. To assess the structural consequences of sequence duplication on the evolution of RNA, we mutagenized an RNA sequence containing two copies of an ATP aptamer and subjected the resulting population to multiple in vitro evolution experiments. We identified multiple routes by which duplication, followed by the accumulation of functional point mutations, allowed our populations to sample two entirely different secondary structures. The two structures have no base pairs in common, but both structures contain two copies of the same ATP-binding motif. We do not observe the emergence of any other functional secondary structures beyond these two. Although this result suggests a limited capacity for duplication to support short-term functional innovation, major changes in secondary structure, like the one observed here, should be given careful consideration as they are likely to frustrate attempts to infer deep evolutionary histories of functional RNAs.
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Affiliation(s)
- Andrew Plebanek
- Exobiology Branch, Space Science and Astrobiology Division, NASA Ames Research Center, Bldg N239 Mail Stop 239-4, Moffett Field, CA, 94035, USA.,Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA, 94143, USA
| | - Caleb Larnerd
- NASA Internship Program, NASA Ames Research Center, Moffett Field, CA, 94035, USA
| | - Milena Popović
- Exobiology Branch, Space Science and Astrobiology Division, NASA Ames Research Center, Bldg N239 Mail Stop 239-4, Moffett Field, CA, 94035, USA.,Center for the Emergence of Life, NASA Ames Research Center, Moffett Field, CA, 94035, USA.,Blue Marble Space Institute of Science, Seattle, WA, 98145, USA
| | - Chenyu Wei
- Exobiology Branch, Space Science and Astrobiology Division, NASA Ames Research Center, Bldg N239 Mail Stop 239-4, Moffett Field, CA, 94035, USA.,Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA, 94143, USA.,Center for the Emergence of Life, NASA Ames Research Center, Moffett Field, CA, 94035, USA
| | - Andrew Pohorille
- Exobiology Branch, Space Science and Astrobiology Division, NASA Ames Research Center, Bldg N239 Mail Stop 239-4, Moffett Field, CA, 94035, USA.,Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA, 94143, USA.,Center for the Emergence of Life, NASA Ames Research Center, Moffett Field, CA, 94035, USA
| | - Mark A Ditzler
- Exobiology Branch, Space Science and Astrobiology Division, NASA Ames Research Center, Bldg N239 Mail Stop 239-4, Moffett Field, CA, 94035, USA. .,Center for the Emergence of Life, NASA Ames Research Center, Moffett Field, CA, 94035, USA.
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Blanco C, Bayas M, Yan F, Chen IA. Analysis of Evolutionarily Independent Protein-RNA Complexes Yields a Criterion to Evaluate the Relevance of Prebiotic Scenarios. Curr Biol 2018; 28:526-537.e5. [PMID: 29398222 DOI: 10.1016/j.cub.2018.01.014] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Revised: 12/04/2017] [Accepted: 01/03/2018] [Indexed: 12/30/2022]
Abstract
A central difficulty facing study of the origin of life on Earth is evaluating the relevance of different proposed prebiotic scenarios. Perhaps the most established feature of the origin of life was the progression through an RNA World, a prebiotic stage dominated by functional RNA. We use the appearance of proteins in the RNA World to understand the prebiotic milieu and develop a criterion to evaluate proposed synthetic scenarios. Current consensus suggests that the earliest amino acids of the genetic code were anionic or small hydrophobic or polar amino acids. However, the ability to interact with the RNA World would have been a crucial feature of early proteins. To determine which amino acids would be important for the RNA World, we analyze non-biological protein-aptamer complexes in which the RNA or DNA is the result of in vitro evolution. This approach avoids confounding effects of biological context and evolutionary history. We use bioinformatic analysis and molecular dynamics simulations to characterize these complexes. We find that positively charged and aromatic amino acids are over-represented whereas small hydrophobic amino acids are under-represented. Binding enthalpy is found to be primarily electrostatic, with positively charged amino acids contributing cooperatively to binding enthalpy. Arginine dominates all modes of interaction at the interface. These results suggest that proposed prebiotic syntheses must be compatible with cationic amino acids, particularly arginine or a biophysically similar amino acid, in order to be relevant to the invention of protein by the RNA World.
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Affiliation(s)
- Celia Blanco
- Department of Chemistry and Biochemistry, University of California, Santa Barbara, Santa Barbara, CA 93106-9510, USA
| | - Marco Bayas
- Departamento de Fisica, Escuela Politécnica Nacional, Quito, Ladron de Guevara E11-253, Ecuador
| | - Fu Yan
- Department of Chemistry and Biochemistry, University of California, Santa Barbara, Santa Barbara, CA 93106-9510, USA
| | - Irene A Chen
- Department of Chemistry and Biochemistry, University of California, Santa Barbara, Santa Barbara, CA 93106-9510, USA; Program in Biomolecular Sciences and Engineering, University of California, Santa Barbara, Santa Barbara, CA 93106-9510, USA.
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Yarus M. The Genetic Code and RNA-Amino Acid Affinities. Life (Basel) 2017; 7:life7020013. [PMID: 28333103 PMCID: PMC5492135 DOI: 10.3390/life7020013] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Revised: 03/16/2017] [Accepted: 03/17/2017] [Indexed: 11/22/2022] Open
Abstract
A significant part of the genetic code likely originated via a chemical interaction, which should be experimentally verifiable. One possible verification relates bound amino acids (or perhaps their activated congeners) and ribonucleotide sequences within cognate RNA binding sites. To introduce this interaction, I first summarize how amino acids function as targets for RNA binding. Then the experimental method for selecting relevant RNA binding sites is characterized. The selection method’s characteristics are related to the investigation of the RNA binding site model treated at the outset. Finally, real binding sites from selection and also from extant natural RNAs (for example, the Sulfobacillus guanidinium riboswitch) are connected to the genetic code, and by extension, to the evolutionary progression that produced the code. During this process, peptides may have been produced directly on an instructive amino acid binding RNA (a DRT; Direct RNA Template). Combination of observed stereochemical selectivity with adaptation and co-evolutionary refinement is logically required, and also potentially sufficient, to create the striking order conserved throughout the present coding table.
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Affiliation(s)
- Michael Yarus
- Department of Molecular, Cellular and Developmental Biology, University of Colorado, Boulder, CO 80309-0347, USA.
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Saran R, Chen Q, Liu J. Searching for a DNAzyme Version of the Leadzyme. J Mol Evol 2015; 81:235-44. [PMID: 26458991 DOI: 10.1007/s00239-015-9702-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2015] [Accepted: 10/02/2015] [Indexed: 11/25/2022]
Abstract
The leadzyme refers to a small ribozyme that cleaves a RNA substrate in the presence of Pb(2+). In an optimized form, the enzyme strand contains only two unpaired nucleotides. Most RNA-cleaving DNAzymes are much longer. Two classical Pb(2+)-dependent DNAzymes, 8-17 and GR5, both contain around 15 nucleotides in the enzyme loop. This is also the size of most RNA-cleaving DNAzymes that use other metal ions for their activity. Such large enzyme loops make spectroscopic characterization difficult and so far no high-resolution structural information is available for active DNAzymes. The goal of this work is to search for DNAzymes with smaller enzyme loops. A simple replacement of the ribonucleotides in the leadzyme by deoxyribonucleotides failed to produce an active enzyme. A Pb(2+)-dependent in vitro selection combined with deep sequencing was then performed. After sequence alignment and DNA folding, a new DNAzyme named PbE22 was identified, which contains only 5 nucleotides in the enzyme catalytic loop. The biochemical characteristics of PbE22 were compared with those of the leadzyme and the two classical Pb(2+)-dependent DNAzymes. The rate of PbE22 rises with increase in Pb(2+) concentration, being 1.7 h(-1) in the presence of 100 μM Pb(2+) and reaching 3.5 h(-1) at 500 µM Pb(2+). The log of PbE22 rate rises linearly in a pH-dependent fashion (20 µM Pb(2+)) with a slope of 0.74. In addition, many other abundant sequences in the final library were studied. These sequences are quite varied in length and nucleotide composition, but some contain a few conserved nucleotides consistent with the GR5 structure. Interestingly, some sequences are active with Pb(2+) but none of them were active with even 50 mM Mg(2+), which is reminiscent of the difference between the GR5 and 8-17 DNAzymes.
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Affiliation(s)
- Runjhun Saran
- Department of Chemistry, Waterloo Institute for Nanotechnology, University of Waterloo, Waterloo, ON, N2L 3G1, Canada
| | - Qingyun Chen
- Department of Chemistry, Waterloo Institute for Nanotechnology, University of Waterloo, Waterloo, ON, N2L 3G1, Canada
| | - Juewen Liu
- Department of Chemistry, Waterloo Institute for Nanotechnology, University of Waterloo, Waterloo, ON, N2L 3G1, Canada.
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7
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A realistic model under which the genetic code is optimal. J Mol Evol 2013; 77:170-84. [PMID: 23877342 DOI: 10.1007/s00239-013-9571-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2012] [Accepted: 06/27/2013] [Indexed: 01/23/2023]
Abstract
The genetic code has a high level of error robustness. Using values of hydrophobicity scales as a proxy for amino acid character, and the mean square measure as a function quantifying error robustness, a value can be obtained for a genetic code which reflects the error robustness of that code. By comparing this value with a distribution of values belonging to codes generated by random permutations of amino acid assignments, the level of error robustness of a genetic code can be quantified. We present a calculation in which the standard genetic code is shown to be optimal. We obtain this result by (1) using recently updated values of polar requirement as input; (2) fixing seven assignments (Ile, Trp, His, Phe, Tyr, Arg, and Leu) based on aptamer considerations; and (3) using known biosynthetic relations of the 20 amino acids. This last point is reflected in an approach of subdivision (restricting the random reallocation of assignments to amino acid subgroups, the set of 20 being divided in four such subgroups). The three approaches to explain robustness of the code (specific selection for robustness, amino acid-RNA interactions leading to assignments, or a slow growth process of assignment patterns) are reexamined in light of our findings. We offer a comprehensive hypothesis, stressing the importance of biosynthetic relations, with the code evolving from an early stage with just glycine and alanine, via intermediate stages, towards 64 codons carrying todays meaning.
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Fernando C, Szathmáry E, Husbands P. Selectionist and evolutionary approaches to brain function: a critical appraisal. Front Comput Neurosci 2012; 6:24. [PMID: 22557963 PMCID: PMC3337445 DOI: 10.3389/fncom.2012.00024] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2011] [Accepted: 04/05/2012] [Indexed: 01/05/2023] Open
Abstract
We consider approaches to brain dynamics and function that have been claimed to be Darwinian. These include Edelman’s theory of neuronal group selection, Changeux’s theory of synaptic selection and selective stabilization of pre-representations, Seung’s Darwinian synapse, Loewenstein’s synaptic melioration, Adam’s selfish synapse, and Calvin’s replicating activity patterns. Except for the last two, the proposed mechanisms are selectionist but not truly Darwinian, because no replicators with information transfer to copies and hereditary variation can be identified in them. All of them fit, however, a generalized selectionist framework conforming to the picture of Price’s covariance formulation, which deliberately was not specific even to selection in biology, and therefore does not imply an algorithmic picture of biological evolution. Bayesian models and reinforcement learning are formally in agreement with selection dynamics. A classification of search algorithms is shown to include Darwinian replicators (evolutionary units with multiplication, heredity, and variability) as the most powerful mechanism for search in a sparsely occupied search space. Examples are given of cases where parallel competitive search with information transfer among the units is more efficient than search without information transfer between units. Finally, we review our recent attempts to construct and analyze simple models of true Darwinian evolutionary units in the brain in terms of connectivity and activity copying of neuronal groups. Although none of the proposed neuronal replicators include miraculous mechanisms, their identification remains a challenge but also a great promise.
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Affiliation(s)
- Chrisantha Fernando
- School of Electronic Engineering and Computer Science, Queen Mary, University of London London, UK
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Takeda R, Petrov AI, Leontis NB, Ding B. A three-dimensional RNA motif in Potato spindle tuber viroid mediates trafficking from palisade mesophyll to spongy mesophyll in Nicotiana benthamiana. THE PLANT CELL 2011; 23:258-72. [PMID: 21258006 PMCID: PMC3051236 DOI: 10.1105/tpc.110.081414] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2010] [Revised: 12/13/2010] [Accepted: 12/25/2010] [Indexed: 05/04/2023]
Abstract
Cell-to-cell trafficking of RNA is an emerging biological principle that integrates systemic gene regulation, viral infection, antiviral response, and cell-to-cell communication. A key mechanistic question is how an RNA is specifically selected for trafficking from one type of cell into another type. Here, we report the identification of an RNA motif in Potato spindle tuber viroid (PSTVd) required for trafficking from palisade mesophyll to spongy mesophyll in Nicotiana benthamiana leaves. This motif, called loop 6, has the sequence 5'-CGA-3'...5'-GAC-3' flanked on both sides by cis Watson-Crick G/C and G/U wobble base pairs. We present a three-dimensional (3D) structural model of loop 6 that specifies all non-Watson-Crick base pair interactions, derived by isostericity-based sequence comparisons with 3D RNA motifs from the RNA x-ray crystal structure database. The model is supported by available chemical modification patterns, natural sequence conservation/variations in PSTVd isolates and related species, and functional characterization of all possible mutants for each of the loop 6 base pairs. Our findings and approaches have broad implications for studying the 3D RNA structural motifs mediating trafficking of diverse RNA species across specific cellular boundaries and for studying the structure-function relationships of RNA motifs in other biological processes.
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Affiliation(s)
- Ryuta Takeda
- Molecular, Cellular, and Developmental Biology Program, Ohio State University, Columbus, Ohio 43210
| | - Anton I. Petrov
- Department of Biological Sciences, Bowling Green State University, Bowling Green, Ohio 43403
| | - Neocles B. Leontis
- Department of Chemistry and Center for Biomolecular Sciences, Bowling Green State University, Bowling Green, Ohio 43403
| | - Biao Ding
- Molecular, Cellular, and Developmental Biology Program, Ohio State University, Columbus, Ohio 43210
- Department of Plant Cellular and Molecular Biology and Plant Biotechnology Center, Ohio State University, Columbus, Ohio 43210
- The Center for RNA Biology, Ohio State University, Columbus, Ohio 43210
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