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Gong S, Wang Y, Du C. Gene Regulation by a Kinetic Riboswitch with Negative Feedback Loop. J Phys Chem B 2025. [PMID: 39993152 DOI: 10.1021/acs.jpcb.4c06581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/26/2025]
Abstract
Understanding the folding behaviors and cellular roles is important to fully illuminate functions of riboswitches in vivo. Since riboswitches act without the need for protein factors, RNA structure prediction methods are ideally suited for computationally analyzing their cellular activities. Here, a helix-based RNA folding theory is used to predict the cotranscriptional folding pathways of the flavin mononucleotide (FMN)-binding riboswitch from Bacillus subtilis (B. subtilis) under different conditions. The results show that the efficient function is determined by a balance between the transcription speed, pausing, and the binding rates of the metabolite. According to the predicted behaviors, a general kinetic model is established to investigate how the riboswitch couples sensing and regulatory functions to help bacteria respond to environmental changes at the system levels.
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Affiliation(s)
- Sha Gong
- Department of Physics, Huanggang Normal University, Huanggang 438000, People's Republic of China
| | - Yujie Wang
- Department of Physics and Telecommunication Engineering, Zhoukou Normal University, Zhoukou 466001, Henan, People's Republic of China
| | - Chengyi Du
- Department of Physics, Huanggang Normal University, Huanggang 438000, People's Republic of China
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Du C, Wang Y, Gong S. Regulation of the ThiM riboswitch is facilitated by the trapped structure formed during transcription of the wild-type sequence. FEBS Lett 2021; 595:2816-2828. [PMID: 34644399 DOI: 10.1002/1873-3468.14202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 09/17/2021] [Accepted: 09/20/2021] [Indexed: 11/09/2022]
Abstract
The ThiM riboswitch from Escherichia coli is a typical mRNA device that modulates downstream gene expression by sensing TPP. The helix-based RNA folding theory is used to investigate its detailed regulatory behaviors in cells. This RNA molecule is transcriptionally trapped in a state with the unstructured SD sequence in the absence of TPP, which induces downstream gene expression. As a key step to turn on gene expression, formation of this trapped state (the genetic ON state) highly depends on the co-transcriptional folding of its wild-type sequence. Instead of stabilities of the genetic ON and OFF states, the transcription rate, pause, and ligand levels are combined to affect the ThiM riboswitch-mediated gene regulation, which is consistent with a kinetic control model.
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Affiliation(s)
- Chengyi Du
- Hubei Key Laboratory of Economic Forest Germplasm Improvement and Resources Comprehensive Utilization, Hubei Collaborative Innovation Center for the Characteristic Resources Exploitation of Dabie Mountains, Huanggang Normal University, China
| | - Yujie Wang
- Department of Physics and Telecommunication Engineering, Zhoukou Normal University, China
| | - Sha Gong
- Hubei Key Laboratory of Economic Forest Germplasm Improvement and Resources Comprehensive Utilization, Hubei Collaborative Innovation Center for the Characteristic Resources Exploitation of Dabie Mountains, Huanggang Normal University, China
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Gong S, Zhang C, Zhang Y. RNA-align: quick and accurate alignment of RNA 3D structures based on size-independent TM-scoreRNA. Bioinformatics 2020; 35:4459-4461. [PMID: 31161212 DOI: 10.1093/bioinformatics/btz282] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 01/17/2019] [Accepted: 04/18/2019] [Indexed: 11/13/2022] Open
Abstract
MOTIVATION Comparison of RNA 3D structures can be used to infer functional relationship of RNA molecules. Most of the current RNA structure alignment programs are built on size-dependent scales, which complicate the interpretation of structure and functional relations. Meanwhile, the low speed prevents the programs from being applied to large-scale RNA structural database search. RESULTS We developed an open-source algorithm, RNA-align, for RNA 3D structure alignment which has the structure similarity scaled by a size-independent and statistically interpretable scoring metric. Large-scale benchmark tests show that RNA-align significantly outperforms other state-of-the-art programs in both alignment accuracy and running speed. The major advantage of RNA-align lies at the quick convergence of the heuristic alignment iterations and the coarse-grained secondary structure assignment, both of which are crucial to the speed and accuracy of RNA structure alignments. AVAILABILITY AND IMPLEMENTATION https://zhanglab.ccmb.med.umich.edu/RNA-align/. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Sha Gong
- School of Physics and Electronic Information, Huanggang Normal University, Huanggang, China.,Department of Computational Medicine and Bioinformatics, Ann Arbor, MI, USA
| | - Chengxin Zhang
- Department of Computational Medicine and Bioinformatics, Ann Arbor, MI, USA
| | - Yang Zhang
- Department of Computational Medicine and Bioinformatics, Ann Arbor, MI, USA.,Department of Biological Chemistry, University of Michigan, Ann Arbor, MI, USA
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Sun Y, Wang Y, Tan ZJ, Zhang W. Regulation mechanism of lysC riboswitch in gram-positive bacterium Bacillus subtilis. J Biomol Struct Dyn 2020; 38:2784-2791. [DOI: 10.1080/07391102.2019.1639546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Yuying Sun
- Department of Physics, Wuhan University, Wuhan, Hubei, P.R. China
| | - Yanli Wang
- Department of Physics, Wuhan University, Wuhan, Hubei, P.R. China
| | - Zhi-Jie Tan
- Department of Physics, Wuhan University, Wuhan, Hubei, P.R. China
| | - Wenbing Zhang
- Department of Physics, Wuhan University, Wuhan, Hubei, P.R. China
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Gong S, Du C, Wang Y. Regulation of the thiamine pyrophosphate (TPP)-sensing riboswitch in NMT1 mRNA from Neurospora crassa. FEBS Lett 2019; 594:625-635. [PMID: 31664711 DOI: 10.1002/1873-3468.13654] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2019] [Revised: 10/16/2019] [Accepted: 10/22/2019] [Indexed: 01/06/2023]
Abstract
The expression of Neurospora crassa NMT1 involved in thiamine pyrophosphate (TPP) metabolism is regulated at the level of mRNA splicing by a TPP-sensing riboswitch within the precursor NMT1 mRNA. Here, using the systematic helix-based computational method, we investigated the regulation of this riboswitch. We find that the function of the riboswitch does not depend on the transcription process. Whether TPP is present or not, the riboswitch predominately folds into the ON state, while the OFF state aptamer structure does not appear during transcription. Since the transition from the ON state to the aptamer structure is extremely slow, TPP may interact with the RNA before full formation of the aptamer structure, promoting the switch flipping. The potential to fully form helix P0 of the ON state is necessary to restore ligand-dependent gene control by the riboswitch.
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Affiliation(s)
- Sha Gong
- College of Mathematics and Physics, Huanggang Normal University, China
| | - Chengyi Du
- College of Mathematics and Physics, Huanggang Normal University, China
| | - Yanli Wang
- Department of Physics, Wuhan University, China
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Wang YZ, Li J, Zhang S, Huang B, Yao G, Zhang J. An RNA Scoring Function for Tertiary Structure Prediction Based on Multi-Layer Neural Networks. Mol Biol 2019. [DOI: 10.1134/s0026893319010175] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Wang Y, Wang Z, Liu T, Gong S, Zhang W. Effects of flanking regions on HDV cotranscriptional folding kinetics. RNA (NEW YORK, N.Y.) 2018; 24:1229-1240. [PMID: 29954950 PMCID: PMC6097654 DOI: 10.1261/rna.065961.118] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Accepted: 06/25/2018] [Indexed: 05/20/2023]
Abstract
Hepatitis delta virus (HDV) ribozyme performs the self-cleavage activity through folding to a double pseudoknot structure. The folding of functional RNA structures is often coupled with the transcription process. In this work, we developed a new approach for predicting the cotranscriptional folding kinetics of RNA secondary structures with pseudoknots. We theoretically studied the cotranscriptional folding behavior of the 99-nucleotide (nt) HDV sequence, two upstream flanking sequences, and one downstream flanking sequence. During transcription, the 99-nt HDV can effectively avoid the trap intermediates and quickly fold to the cleavage-active state. It is different from its refolding kinetics, which folds into an intermediate trap state. For all the sequences, the ribozyme regions (from 1 to 73) all fold to the same structure during transcription. However, the existence of the 30-nt upstream flanking sequence can inhibit the ribozyme region folding into the active native state through forming an alternative helix Alt1 with the segments 70-90. The longer upstream flanking sequence of 54 nt itself forms a stable hairpin structure, which sequesters the formation of the Alt1 helix and leads to rapid formation of the cleavage-active structure. Although the 55-nt downstream flanking sequence could invade the already folded active structure during transcription by forming a more stable helix with the ribozyme region, the slow transition rate could keep the structure in the cleavage-active structure to perform the activity.
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Affiliation(s)
- Yanli Wang
- Department of Physics, Wuhan University, Wuhan, Hubei 430072, P.R. China
| | - Zhen Wang
- Department of Physics, Wuhan University, Wuhan, Hubei 430072, P.R. China
| | - Taigang Liu
- Department of Physics, Wuhan University, Wuhan, Hubei 430072, P.R. China
| | - Sha Gong
- Department of Physics, Wuhan University, Wuhan, Hubei 430072, P.R. China
| | - Wenbing Zhang
- Department of Physics, Wuhan University, Wuhan, Hubei 430072, P.R. China
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Gong S, Wang Y, Wang Z, Sun Y, Zhang W. Folding behaviors of purine riboswitch aptamers. ACTA ACUST UNITED AC 2018. [DOI: 10.1007/s11859-018-1292-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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Genetic regulation mechanism of the yjdF riboswitch. J Theor Biol 2017; 439:152-159. [PMID: 29223402 DOI: 10.1016/j.jtbi.2017.12.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2017] [Revised: 12/05/2017] [Accepted: 12/06/2017] [Indexed: 01/08/2023]
Abstract
The yjdF riboswitch resides in potential 5' UTRs of homologues of protein-coding gene yjdF in Firmicutes. Unlike other 30 riboswitch classes previously validated, this riboswitch class, can sense and bind to a broad collection of azaaromatic ligands. Among these compounds, some do activate production of yjdF protein driven by the riboswitch, while others are out of riboswitch-mediated modulation possibly because of the toxicity at high ligand concentrations. By incorporating the structures with pseudoknots and ligand binding kinetics into the co-transcriptional folding theory, we theoretically studied the co-transcriptional folding behaviors of the yjdF riboswitch from Bacillus subtilis at different transcription conditions. Like most riboswitches, the yjdF riboswitch can quickly fold into the aptamer structure without any trapped states during the transcription process. After the aptamer structure is formed, the riboswitch shows two main co-transcriptional folding pathways: aptamer→ON state→OFF state and aptamer → the ligand bound aptamer → the ligand bound ON state. Our results suggested that this translational riboswitch is coupled with the transcription process to exert its biological function and it is kinetically controlled. The threshold concentration for the ligand to activate the riboswitch depends on the transcription rate and the association rate of the ligand binding.
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Gong S, Wang Y, Wang Z, Zhang W. Computational Methods for Modeling Aptamers and Designing Riboswitches. Int J Mol Sci 2017; 18:E2442. [PMID: 29149090 PMCID: PMC5713409 DOI: 10.3390/ijms18112442] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 11/12/2017] [Accepted: 11/14/2017] [Indexed: 02/04/2023] Open
Abstract
Riboswitches, which are located within certain noncoding RNA region perform functions as genetic "switches", regulating when and where genes are expressed in response to certain ligands. Understanding the numerous functions of riboswitches requires computation models to predict structures and structural changes of the aptamer domains. Although aptamers often form a complex structure, computational approaches, such as RNAComposer and Rosetta, have already been applied to model the tertiary (three-dimensional (3D)) structure for several aptamers. As structural changes in aptamers must be achieved within the certain time window for effective regulation, kinetics is another key point for understanding aptamer function in riboswitch-mediated gene regulation. The coarse-grained self-organized polymer (SOP) model using Langevin dynamics simulation has been successfully developed to investigate folding kinetics of aptamers, while their co-transcriptional folding kinetics can be modeled by the helix-based computational method and BarMap approach. Based on the known aptamers, the web server Riboswitch Calculator and other theoretical methods provide a new tool to design synthetic riboswitches. This review will represent an overview of these computational methods for modeling structure and kinetics of riboswitch aptamers and for designing riboswitches.
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Affiliation(s)
- Sha Gong
- Hubei Key Laboratory of Economic Forest Germplasm Improvement and Resources Comprehensive Utilization, Hubei Collaborative Innovation Center for the Characteristic Resources Exploitation of Dabie Mountains, Huanggang Normal University, Huanggang 438000, China.
| | - Yanli Wang
- Department of Physics, Wuhan University, Wuhan 430072, China.
| | - Zhen Wang
- Department of Physics, Wuhan University, Wuhan 430072, China.
| | - Wenbing Zhang
- Department of Physics, Wuhan University, Wuhan 430072, China.
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Gong S, Wang Y, Wang Z, Zhang W. Co-Transcriptional Folding and Regulation Mechanisms of Riboswitches. Molecules 2017; 22:molecules22071169. [PMID: 28703767 PMCID: PMC6152003 DOI: 10.3390/molecules22071169] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2017] [Revised: 07/07/2017] [Accepted: 07/09/2017] [Indexed: 11/16/2022] Open
Abstract
Riboswitches are genetic control elements within non-coding regions of mRNA. These self-regulatory elements have been found to sense a range of small metabolites, ions, and other physical signals to exert regulatory control of transcription, translation, and splicing. To date, more than a dozen riboswitch classes have been characterized that vary widely in size and secondary structure. Extensive experiments and theoretical studies have made great strides in understanding the general structures, genetic mechanisms, and regulatory activities of individual riboswitches. As the ligand-dependent co-transcriptional folding and unfolding dynamics of riboswitches are the key determinant of gene expression, it is important to investigate the thermodynamics and kinetics of riboswitches both in the presence and absence of metabolites under the transcription. This review will provide a brief summary of the studies about the regulation mechanisms of the pbuE, SMK, yitJ, and metF riboswitches based on the ligand-dependent co-transcriptional folding of the riboswitches.
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Affiliation(s)
- Sha Gong
- Hubei Key Laboratory of Economic Forest Germplasm Improvement and Resources Comprehensive Utilization, Hubei Collaborative Innovation Center for the Characteristic Resources Exploitation of Dabie Mountains, Huanggang Normal University, Huanggang 438000, Hubei, China.
| | - Yanli Wang
- Department of Physics, Wuhan University, Wuhan 430072, Hubei, China.
| | - Zhen Wang
- Department of Physics, Wuhan University, Wuhan 430072, Hubei, China.
| | - Wenbing Zhang
- Department of Physics, Wuhan University, Wuhan 430072, Hubei, China.
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Gong S, Wang Y, Wang Z, Wang Y, Zhang W. Reversible-Switch Mechanism of the SAM-III Riboswitch. J Phys Chem B 2016; 120:12305-12311. [PMID: 27934232 DOI: 10.1021/acs.jpcb.6b09698] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Riboswitches are self-regulatory elements located at the 5' untranslated region of certain mRNAs. The Enterococcus faecalis SAM-III (SMK) riboswitch regulates downstream gene expression through conformational change by sensing S-adenosylmethionine (SAM) at the translation level. Using the recently developed systematic helix-based computational method, we studied the co-transcriptional folding behavior of the SMK riboswitch and its shortened construct lacking the first six nucleotides. We find that there are no obvious misfolded structures formed during the transcription and refolding processes for this riboswitch. The full-length riboswitch quickly folds into the ON-state in the absence of SAM, and the coupling between transcription and translation is not required for the riboswitch to function. The potential to form helix P0 is necessary for the riboswitch to function as a switch. For this thermodynamically controlled reversible riboswitch, the fast helix-exchanging transition pathway between the two functional structures guaranteed that this riboswitch can act as a reversible riboswitch.
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Affiliation(s)
- Sha Gong
- Department of Physics, Wuhan University , Wuhan, Hubei 430072, P. R. China.,College of Mathematics and Physics, Huanggang Normal University , Huanggang, Hubei 438000, P. R. China
| | - Yujie Wang
- Department of Physics, Wuhan University , Wuhan, Hubei 430072, P. R. China
| | - Zhen Wang
- Department of Physics, Wuhan University , Wuhan, Hubei 430072, P. R. China
| | - Yanli Wang
- Department of Physics, Wuhan University , Wuhan, Hubei 430072, P. R. China
| | - Wenbing Zhang
- Department of Physics, Wuhan University , Wuhan, Hubei 430072, P. R. China
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