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Granik N, Goldberg S, Amit R. Formation of Polyphasic RNP Granules by Intrinsically Disordered Qβ Coat Proteins and Hairpin-Containing RNA. ACS Synth Biol 2025. [PMID: 40400233 DOI: 10.1021/acssynbio.4c00891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/23/2025]
Abstract
RNA-protein (RNP) granules are fundamental components in cells, where they perform multiple crucial functions. Many RNP granules form via phase separation driven by protein-protein, protein-RNA, and RNA-RNA interactions. Notably, associated proteins frequently contain intrinsically disordered regions (IDRs) that can associate with multiple partners. Previously, we showed that synthetic RNA molecules containing multiple hairpin coat-protein binding sites can phase-separate, forming granules capable of selectively incorporating proteins inside. Here, we expand this platform by introducing a phage coat protein with a known IDR that facilitates protein-protein interactions. We show that the coat protein phase-separates on its own in vivo and that introduction of hairpin-containing RNA molecules can lead to dissolvement of the protein granules. We further demonstrate via multiple assays that RNA valency, determined by the number of hairpins present on the RNA, leads to distinctly different phase behaviors, effectively forming a polyphasic, programmable RNP granule. Moreover, by incorporating the gene for a blue fluorescent protein into the RNA, we demonstrate a phase-dependent boost of protein titer. These insights not only shed light on the behavior of natural granules but also hold profound implications for the biotechnology field, offering a blueprint for engineering cellular compartments with tailored functionalities.
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Affiliation(s)
- Naor Granik
- Department of Applied Mathematics, Technion - Israel Institute of Technology, Haifa 32000, Israel
| | - Sarah Goldberg
- Department of Biotechnology and Food Engineering, Technion - Israel Institute of Technology, Haifa 32000, Israel
| | - Roee Amit
- Department of Biotechnology and Food Engineering, Technion - Israel Institute of Technology, Haifa 32000, Israel
- The Russell Berrie Nanotechnology Institute, Technion - Israel Institute of Technology, Haifa 32000, Israel
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2
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Dolcemascolo R, Ruiz R, Baldanta S, Goiriz L, Heras-Hernández M, Montagud-Martínez R, Rodrigo G. Probing the orthogonality and robustness of the mammalian RNA-binding protein Musashi-1 in Escherichia coli. J Biol Eng 2024; 18:52. [PMID: 39350178 PMCID: PMC11443895 DOI: 10.1186/s13036-024-00448-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 09/15/2024] [Indexed: 10/04/2024] Open
Abstract
RNA recognition motifs (RRMs) are widespread RNA-binding protein domains in eukaryotes, which represent promising synthetic biology tools due to their compact structure and efficient activity. Yet, their use in prokaryotes is limited and their functionality poorly characterized. Recently, we repurposed a mammalian Musashi protein containing two RRMs as a translation regulator in Escherichia coli. Here, employing high-throughput RNA sequencing, we explored the impact of Musashi expression on the transcriptomic and translatomic profiles of E. coli, revealing certain metabolic interference, induction of post-transcriptional regulatory processes, and spurious protein-RNA interactions. Engineered Musashi protein mutants displayed compromised regulatory activity, emphasizing the importance of both RRMs for specific and sensitive RNA binding. We found that a mutation known to impede allosteric regulation led to similar translation control activity. Evolutionary experiments disclosed a loss of function of the synthetic circuit in about 40 generations, with the gene coding for the Musashi protein showing a stability comparable to other heterologous genes. Overall, this work expands our understanding of RRMs for post-transcriptional regulation in prokaryotes and highlight their potential for biotechnological and biomedical applications.
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Affiliation(s)
- Roswitha Dolcemascolo
- Institute for Integrative Systems Biology (I2SysBio), CSIC - University of Valencia, Paterna, 46980, Spain
| | - Raúl Ruiz
- Institute for Integrative Systems Biology (I2SysBio), CSIC - University of Valencia, Paterna, 46980, Spain
| | - Sara Baldanta
- Institute for Integrative Systems Biology (I2SysBio), CSIC - University of Valencia, Paterna, 46980, Spain
| | - Lucas Goiriz
- Institute for Integrative Systems Biology (I2SysBio), CSIC - University of Valencia, Paterna, 46980, Spain
- Pure and Applied Mathematics University Research Institute (IUMPA), Polytechnic University of Valencia, Valencia, 46022, Spain
| | - María Heras-Hernández
- Institute for Integrative Systems Biology (I2SysBio), CSIC - University of Valencia, Paterna, 46980, Spain
| | - Roser Montagud-Martínez
- Institute for Integrative Systems Biology (I2SysBio), CSIC - University of Valencia, Paterna, 46980, Spain
| | - Guillermo Rodrigo
- Institute for Integrative Systems Biology (I2SysBio), CSIC - University of Valencia, Paterna, 46980, Spain.
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3
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Dolcemascolo R, Heras-Hernández M, Goiriz L, Montagud-Martínez R, Requena-Menéndez A, Ruiz R, Pérez-Ràfols A, Higuera-Rodríguez RA, Pérez-Ropero G, Vranken WF, Martelli T, Kaiser W, Buijs J, Rodrigo G. Repurposing the mammalian RNA-binding protein Musashi-1 as an allosteric translation repressor in bacteria. eLife 2024; 12:RP91777. [PMID: 38363283 PMCID: PMC10942595 DOI: 10.7554/elife.91777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2024] Open
Abstract
The RNA recognition motif (RRM) is the most common RNA-binding protein domain identified in nature. However, RRM-containing proteins are only prevalent in eukaryotic phyla, in which they play central regulatory roles. Here, we engineered an orthogonal post-transcriptional control system of gene expression in the bacterium Escherichia coli with the mammalian RNA-binding protein Musashi-1, which is a stem cell marker with neurodevelopmental role that contains two canonical RRMs. In the circuit, Musashi-1 is regulated transcriptionally and works as an allosteric translation repressor thanks to a specific interaction with the N-terminal coding region of a messenger RNA and its structural plasticity to respond to fatty acids. We fully characterized the genetic system at the population and single-cell levels showing a significant fold change in reporter expression, and the underlying molecular mechanism by assessing the in vitro binding kinetics and in vivo functionality of a series of RNA mutants. The dynamic response of the system was well recapitulated by a bottom-up mathematical model. Moreover, we applied the post-transcriptional mechanism engineered with Musashi-1 to specifically regulate a gene within an operon, implement combinatorial regulation, and reduce protein expression noise. This work illustrates how RRM-based regulation can be adapted to simple organisms, thereby adding a new regulatory layer in prokaryotes for translation control.
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Affiliation(s)
- Roswitha Dolcemascolo
- Institute for Integrative Systems Biology (I2SysBio), CSIC – University of ValenciaPaternaSpain
- Department of Biotechnology, Polytechnic University of ValenciaValenciaSpain
| | - María Heras-Hernández
- Institute for Integrative Systems Biology (I2SysBio), CSIC – University of ValenciaPaternaSpain
| | - Lucas Goiriz
- Institute for Integrative Systems Biology (I2SysBio), CSIC – University of ValenciaPaternaSpain
- Department of Applied Mathematics, Polytechnic University of ValenciaValenciaSpain
| | - Roser Montagud-Martínez
- Institute for Integrative Systems Biology (I2SysBio), CSIC – University of ValenciaPaternaSpain
- Department of Biotechnology, Polytechnic University of ValenciaValenciaSpain
| | | | - Raúl Ruiz
- Institute for Integrative Systems Biology (I2SysBio), CSIC – University of ValenciaPaternaSpain
| | - Anna Pérez-Ràfols
- Giotto Biotech SRLSesto FiorentinoItaly
- Magnetic Resonance Center (CERM), Department of Chemistry Ugo Schiff, Consorzio Interuniversitario Risonanze Magnetiche di Metalloproteine (CIRMMP), University of FlorenceSesto FiorentinoItaly
| | - R Anahí Higuera-Rodríguez
- Dynamic Biosensors GmbHPlaneggGermany
- Department of Physics, Technical University of MunichGarchingGermany
| | - Guillermo Pérez-Ropero
- Ridgeview Instruments ABUppsalaSweden
- Department of Chemistry – BMC, Uppsala UniversityUppsalaSweden
| | - Wim F Vranken
- Structural Biology Brussels, Vrije Universiteit BrusselBrusselsBelgium
- Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles – Vrije Universiteit BrusselBrusselsBelgium
| | | | | | - Jos Buijs
- Ridgeview Instruments ABUppsalaSweden
- Department of Immunology, Genetics, and Pathology, Uppsala UniversityUppsalaSweden
| | - Guillermo Rodrigo
- Institute for Integrative Systems Biology (I2SysBio), CSIC – University of ValenciaPaternaSpain
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4
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Vezeau GE, Gadila LR, Salis HM. Automated design of protein-binding riboswitches for sensing human biomarkers in a cell-free expression system. Nat Commun 2023; 14:2416. [PMID: 37105971 PMCID: PMC10140043 DOI: 10.1038/s41467-023-38098-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 04/13/2023] [Indexed: 04/29/2023] Open
Abstract
Cell-free genetically encoded biosensors have been developed to detect small molecules and nucleic acids, but they have yet to be reliably engineered to detect proteins. Here we develop an automated platform to convert protein-binding RNA aptamers into riboswitch sensors that operate within low-cost cell-free assays. We demonstrate the platform by engineering 35 protein-sensing riboswitches for human monomeric C-reactive protein, human interleukin-32γ, and phage MS2 coat protein. The riboswitch sensors regulate output expression levels by up to 16-fold with input protein concentrations within the human serum range. We identify two distinct mechanisms governing riboswitch-mediated regulation of translation rates and leverage computational analysis to refine the protein-binding aptamer regions, improving design accuracy. Overall, we expand the cell-free sensor toolbox and demonstrate how computational design is used to develop protein-sensing riboswitches with future applications as low-cost medical diagnostics.
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Affiliation(s)
- Grace E Vezeau
- Department of Agricultural and Biological Engineering, Pennsylvania State University, University Park, PA, 16802, USA
| | - Lipika R Gadila
- Department of Chemical Engineering, Pennsylvania State University, University Park, PA, 16802, USA
| | - Howard M Salis
- Department of Agricultural and Biological Engineering, Pennsylvania State University, University Park, PA, 16802, USA.
- Department of Chemical Engineering, Pennsylvania State University, University Park, PA, 16802, USA.
- Department of Biomedical Engineering, Pennsylvania State University, University Park, PA, 16802, USA.
- Huck Institute Bioinformatics and Genomics Graduate Program, Pennsylvania State University, University Park, PA, 16802, USA.
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Sethy PS, Sengupta K, Mukhopadhyay S, Saha P. Translational regulation of δ-tubulin through its 5'-untranslated region. Mol Biol Rep 2023; 50:3451-3458. [PMID: 36757552 DOI: 10.1007/s11033-023-08289-5] [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: 11/21/2022] [Accepted: 01/17/2023] [Indexed: 02/10/2023]
Abstract
BACKGROUND δ-tubulin - a member of tubulin superfamily, is found in a subset of eukaryotes including human where it has a role in centriole maturation. The mutation in the gene results in a disorganized microtubule triplet arrangement leading to formation of defective centriole. Since centriole maturation is a periodic event, it will be interesting to see if δ-tubulin is also regulated in a cell cycle dependent manner. METHODS AND RESULTS In this regard we show that the abundance of δ-tubulin mRNA remains unchanged throughout the cell cycle. However, the protein level varies periodically with a significantly higher expression in S-phase, implying regulation at the level of translation. Sequence analysis establishes the presence of a 90-base long conserved region, including a consensus motif of nine residues in the 5´-untranslated region (5´-UTR) of δ-tubulin transcript. The deletion analysis of the conserved region using luciferase reporter assay system confirms its strong inhibitory effect on translation. Interestingly, microtubule associated protein 4 (MAP4) is found to interact specifically with the 90-base long conserved region in the 5´-UTR and possibly responsible, at least partially, for the translation inhibitory activity of the UTR. Remarkably, MAP4 interacts with δ-tubulin in a periodic manner at protein level also. CONCLUSION The results reported here show that δ-tubulin protein expression is regulated at posttranscriptional level and strongly suggest the role of MAP4 in modulation of both abundance and function of δ-tubulin.
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Affiliation(s)
- Priyadarshani Suchismita Sethy
- Crystallography & Molecular Biology Division, Saha Institute of Nuclear Physics, Kolkata, India.,Homi Bhabha National Institute, Mumbai, India
| | - Kasturi Sengupta
- Crystallography & Molecular Biology Division, Saha Institute of Nuclear Physics, Kolkata, India.,Code Biotherapeutics, 2801 Sterling Drive, PA 19440, Hatfield, USA
| | - Saikat Mukhopadhyay
- Crystallography & Molecular Biology Division, Saha Institute of Nuclear Physics, Kolkata, India
| | - Partha Saha
- Crystallography & Molecular Biology Division, Saha Institute of Nuclear Physics, Kolkata, India. .,Homi Bhabha National Institute, Mumbai, India.
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Granik N, Katz N, Willinger O, Goldberg S, Amit R. Formation of synthetic RNA protein granules using engineered phage-coat-protein -RNA complexes. Nat Commun 2022; 13:6811. [PMID: 36357399 PMCID: PMC9649756 DOI: 10.1038/s41467-022-34644-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 11/02/2022] [Indexed: 11/12/2022] Open
Abstract
Liquid-solid transition, also known as gelation, is a specific form of phase separation in which molecules cross-link to form a highly interconnected compartment with solid - like dynamical properties. Here, we utilize RNA hairpin coat-protein binding sites to form synthetic RNA based gel-like granules via liquid-solid phase transition. We show both in-vitro and in-vivo that hairpin containing synthetic long non-coding RNA (slncRNA) molecules granulate into bright localized puncta. We further demonstrate that upon introduction of the coat-proteins, less-condensed gel-like granules form with the RNA creating an outer shell with the proteins mostly present inside the granule. Moreover, by tracking puncta fluorescence signals over time, we detected addition or shedding events of slncRNA-CP nucleoprotein complexes. Consequently, our granules constitute a genetically encoded storage compartment for protein and RNA with a programmable controlled release profile that is determined by the number of hairpins encoded into the RNA. Our findings have important implications for the potential regulatory role of naturally occurring granules and for the broader biotechnology field.
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Affiliation(s)
- Naor Granik
- Department of Applied Mathematics, Technion-Israel Institute of Technology, Haifa, 32000, Israel
| | - Noa Katz
- Department of Biotechnology and Food Engineering, Technion-Israel Institute of Technology, Haifa, 32000, Israel
| | - Or Willinger
- Department of Biotechnology and Food Engineering, Technion-Israel Institute of Technology, Haifa, 32000, Israel
| | - Sarah Goldberg
- Department of Biotechnology and Food Engineering, Technion-Israel Institute of Technology, Haifa, 32000, Israel
| | - Roee Amit
- Department of Biotechnology and Food Engineering, Technion-Israel Institute of Technology, Haifa, 32000, Israel.
- The Russell Berrie Nanotechnology Institute, Technion-Israel Institute of Technology, Haifa, 32000, Israel.
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Emerging Roles of RNA-Binding Proteins in Neurodevelopment. J Dev Biol 2022; 10:jdb10020023. [PMID: 35735914 PMCID: PMC9224834 DOI: 10.3390/jdb10020023] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 06/02/2022] [Accepted: 06/08/2022] [Indexed: 02/06/2023] Open
Abstract
Diverse cell types in the central nervous system (CNS) are generated by a relatively small pool of neural stem cells during early development. Spatial and temporal regulation of stem cell behavior relies on precise coordination of gene expression. Well-studied mechanisms include hormone signaling, transcription factor activity, and chromatin remodeling processes. Much less is known about downstream RNA-dependent mechanisms including posttranscriptional regulation, nuclear export, alternative splicing, and transcript stability. These important functions are carried out by RNA-binding proteins (RBPs). Recent work has begun to explore how RBPs contribute to stem cell function and homeostasis, including their role in metabolism, transport, epigenetic regulation, and turnover of target transcripts. Additional layers of complexity are provided by the different target recognition mechanisms of each RBP as well as the posttranslational modifications of the RBPs themselves that alter function. Altogether, these functions allow RBPs to influence various aspects of RNA metabolism to regulate numerous cellular processes. Here we compile advances in RNA biology that have added to our still limited understanding of the role of RBPs in neurodevelopment.
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8
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Dolcemascolo R, Goiriz L, Montagud-Martínez R, Rodrigo G. Gene regulation by a protein translation factor at the single-cell level. PLoS Comput Biol 2022; 18:e1010087. [PMID: 35522697 PMCID: PMC9116677 DOI: 10.1371/journal.pcbi.1010087] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 05/18/2022] [Accepted: 04/07/2022] [Indexed: 11/18/2022] Open
Abstract
Gene expression is inherently stochastic and pervasively regulated. While substantial work combining theory and experiments has been carried out to study how noise propagates through transcriptional regulations, the stochastic behavior of genes regulated at the level of translation is poorly understood. Here, we engineered a synthetic genetic system in which a target gene is down-regulated by a protein translation factor, which in turn is regulated transcriptionally. By monitoring both the expression of the regulator and the regulated gene at the single-cell level, we quantified the stochasticity of the system. We found that with a protein translation factor a tight repression can be achieved in single cells, noise propagation from gene to gene is buffered, and the regulated gene is sensitive in a nonlinear way to global perturbations in translation. A suitable mathematical model was instrumental to predict the transfer functions of the system. We also showed that a Gamma distribution parameterized with mesoscopic parameters, such as the mean expression and coefficient of variation, provides a deep analytical explanation about the system, displaying enough versatility to capture the cell-to-cell variability in genes regulated both transcriptionally and translationally. Overall, these results contribute to enlarge our understanding on stochastic gene expression, at the same time they provide design principles for synthetic biology. In the cell, proteins can bind to DNA to regulate transcription as well as to RNA to regulate translation. However, cells have mainly evolved to exploit transcription factors as specific gene regulators, while translation factors have remained as global modulators of expression. Consequently, transcription regulation has attracted much attention over the last years to unveil design principles of genetic organization and to engineer synthetic circuits for cell reprogramming. In this work, the phage MS2 coat protein was exploited to regulate the expression of a green fluorescent protein at the level of translation. This synthetic system was instrumental to gain fundamental knowledge on stochasticity and regulation at an overlooked level within the genetic information flow.
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Affiliation(s)
- Roswitha Dolcemascolo
- Institute for Integrative Systems Biology (I2SysBio), CSIC–University of Valencia, Paterna, Spain
| | - Lucas Goiriz
- Institute for Integrative Systems Biology (I2SysBio), CSIC–University of Valencia, Paterna, Spain
| | - Roser Montagud-Martínez
- Institute for Integrative Systems Biology (I2SysBio), CSIC–University of Valencia, Paterna, Spain
| | - Guillermo Rodrigo
- Institute for Integrative Systems Biology (I2SysBio), CSIC–University of Valencia, Paterna, Spain
- * E-mail:
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Yang J, Ding S. Chimeric RNA-binding protein-based killing switch targeting hepatocellular carcinoma cells. MOLECULAR THERAPY. NUCLEIC ACIDS 2021; 25:683-695. [PMID: 34589286 PMCID: PMC8463442 DOI: 10.1016/j.omtn.2021.08.012] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Accepted: 08/13/2021] [Indexed: 11/09/2022]
Abstract
Cancer cell-specific killing switches are synthetic circuits developed as an intelligent weapon to specifically eliminate malignant cells. RNA-delivered synthetic circuits provide safer means to control oncolytic functions, in which proteolysis-responding capsid-cNOT7 is developed to enable logic computation and modular design. Unfortunately, although circuits containing these capsid-cNOT7s exhibited good performance when introduced as replicons, in modified mRNA (modRNA) delivery, the performance was not quite as good. To improve this situation, alternative modules suitable for modRNA delivery need to be developed. An attractive option is RNA-binding protein (RBP)/riboswitches. In this study, RBPs were engineered by fusing with degron and cleavage sites. The compatibility of these chimeric RBPs with proteolysis-based sensing units were tested. Eight two-input logic gates and four three-input logic gates were implemented. After building this chimeric RBP-based system, we constructed a hepatocellular carcinoma (HCC) cell-specific killing circuit using two proteolysis-based sensing units, a two-input logic OR gate, and a leakproof apoptosis-inducing actuator, which distinguished HCC cells and induced apoptosis in a mixed IMR90-PLC/PRF/5 population.
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Affiliation(s)
- Jiong Yang
- Department of Gastroenterology, Peking University Third Hospital, Beijing 100191, China.,Beijing Key Laboratory for Helicobacter Pylori Infection and Upper Gastrointestinal Diseases, Beijing 100191, China
| | - Shigang Ding
- Department of Gastroenterology, Peking University Third Hospital, Beijing 100191, China.,Beijing Key Laboratory for Helicobacter Pylori Infection and Upper Gastrointestinal Diseases, Beijing 100191, China
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