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Vainberg Slutskin I, Weinberger A, Segal E. Sequence determinants of polyadenylation-mediated regulation. Genome Res 2019; 29:1635-1647. [PMID: 31530582 PMCID: PMC6771402 DOI: 10.1101/gr.247312.118] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2018] [Accepted: 08/13/2019] [Indexed: 12/31/2022]
Abstract
The cleavage and polyadenylation reaction is a crucial step in transcription termination and pre-mRNA maturation in human cells. Despite extensive research, the encoding of polyadenylation-mediated regulation of gene expression within the DNA sequence is not well understood. Here, we utilized a massively parallel reporter assay to inspect the effect of over 12,000 rationally designed polyadenylation sequences (PASs) on reporter gene expression and cleavage efficiency. We find that the PAS sequence can modulate gene expression by over five orders of magnitude. By using a uniquely designed scanning mutagenesis data set, we gain mechanistic insight into various modes of action by which the cleavage efficiency affects the sensitivity or robustness of the PAS to mutation. Furthermore, we employ motif discovery to identify both known and novel sequence motifs associated with PAS-mediated regulation. By leveraging the large scale of our data, we train a deep learning model for the highly accurate prediction of RNA levels from DNA sequence alone (R = 0.83). Moreover, we devise unique approaches for predicting exact cleavage sites for our reporter constructs and for endogenous transcripts. Taken together, our results expand our understanding of PAS-mediated regulation, and provide an unprecedented resource for analyzing and predicting PAS for regulatory genomics applications.
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Affiliation(s)
- Ilya Vainberg Slutskin
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 7610001, Israel.,Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Adina Weinberger
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 7610001, Israel.,Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Eran Segal
- Department of Computer Science and Applied Mathematics, Weizmann Institute of Science, Rehovot 7610001, Israel.,Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot 7610001, Israel
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2
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Optimizing In Vitro Pre-mRNA 3' Cleavage Efficiency: Reconstitution from Anion-Exchange Separated HeLa Cleavage Factors and from Adherent HeLa Cell Nuclear Extract. Methods Mol Biol 2018. [PMID: 27832541 DOI: 10.1007/978-1-4939-6518-2_14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Eukaryotic RNA processing steps during mRNA maturation present the cell with opportunities for gene expression regulation. One such step is the pre-mRNA 3' cleavage reaction, which defines the downstream end of the 3' untranslated region and, in nearly all mRNA, prepares the message for addition of the poly(A) tail. The in vitro reconstitution of 3' cleavage provides an experimental means to investigate the roles of the various multi-subunit cleavage factors. Anion-exchange chromatography is the simplest procedure for separating the core mammalian cleavage factors. Here we describe a method for optimizing the in vitro reconstitution of 3' cleavage activity from the DEAE-sepharose separated HeLa cleavage factors and show how to ensure, or avoid, dependence on creatine phosphate. Important reaction components needed for optimal processing are discussed. We also provide an optimized procedure for preparing small-scale HeLa nuclear extracts from adherent cells for use in 3' cleavage in vitro.
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Khleborodova A, Pan X, Nagre NN, Ryan K. An investigation into the role of ATP in the mammalian pre-mRNA 3' cleavage reaction. Biochimie 2016; 125:213-22. [PMID: 27060432 DOI: 10.1016/j.biochi.2016.04.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2016] [Accepted: 04/04/2016] [Indexed: 01/05/2023]
Abstract
RNA Polymerase II transcribes beyond what later becomes the 3' end of a mature messenger RNA (mRNA). The formation of most mRNA 3' ends results from pre-mRNA cleavage followed by polyadenylation. In vitro studies have shown that low concentrations of ATP stimulate the 3' cleavage reaction while high concentrations inhibit it, but the origin of these ATP effects is unknown. ATP might enable a cleavage factor kinase or activate a cleavage factor directly. To distinguish between these possibilities, we tested several ATP structural analogs in a pre-mRNA 3' cleavage reaction reconstituted from DEAE-fractionated cleavage factors. We found that adenosine 5'-(β,γ-methylene)triphosphate (AMP-PCP) is an effective in vitro 3' cleavage inhibitor with an IC50 of ∼300 μM, but that most other ATP analogs, including adenosine 5'-(β,γ-imido)triphosphate, which cannot serve as a protein kinase substrate, promoted 3' cleavage but less efficiently than ATP. In combination with previous literature data, our results do not support ATP stimulation of 3' cleavage through cleavage factor phosphorylation in vitro. Instead, the more likely mechanism is that ATP stimulates cleavage factor activity through direct cleavage factor binding. The mammalian 3' cleavage factors known to bind ATP include the cleavage factor II (CF IIm) Clp1 subunit, the CF Im25 subunit and poly(A) polymerase alpha (PAP). The yeast homolog of the CF IIm complex also binds ATP through yClp1. To investigate the mammalian complex, we used a cell-line expressing FLAG-tagged Clp1 to co-immunoprecipitate Pcf11 as a function of ATP concentration. FLAG-Clp1 co-precipitated Pcf11 with or without ATP and the complex was not affected by AMP-PCP. Diadenosine tetraphosphate (Ap4A), an ATP analog that binds the Nudix domain of the CF Im25 subunit with higher affinity than ATP, neither stimulated 3' cleavage in place of ATP nor antagonized ATP-stimulated 3' cleavage. The ATP-binding site of PAP was disrupted by site directed mutagenesis but a reconstituted 3' cleavage reaction containing a mutant PAP unable to bind ATP nevertheless underwent ATP-stimulated 3' cleavage. Fluctuating ATP levels might contribute to the regulation of pre-mRNA 3' cleavage, but the three subunits investigated here do not appear to be responsible for the ATP-stimulation of pre-mRNA cleavage.
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Affiliation(s)
- Asya Khleborodova
- Department of Chemistry and Biochemistry, The City College of New York, The City University, New York, NY 10031, USA; Biochemistry Ph.D. Program, The City University of New York Graduate Center, New York, NY 10016, USA
| | - Xiaozhou Pan
- Department of Chemistry and Biochemistry, The City College of New York, The City University, New York, NY 10031, USA
| | - Nagaraja N Nagre
- Department of Chemistry and Biochemistry, The City College of New York, The City University, New York, NY 10031, USA
| | - Kevin Ryan
- Department of Chemistry and Biochemistry, The City College of New York, The City University, New York, NY 10031, USA; Biochemistry Ph.D. Program, The City University of New York Graduate Center, New York, NY 10016, USA; Chemistry Ph.D. Program, The City University of New York Graduate Center, New York, NY 10016, USA.
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4
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Park Y, Jung SE, Tomaru Y, Choi W, Kim Y, Mizumoto H, Nagasaki K, Choi TJ. Characterization of the Chaetoceros salsugineum nuclear inclusion virus coat protein gene. Virus Res 2009; 142:127-33. [DOI: 10.1016/j.virusres.2009.01.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2008] [Revised: 12/16/2008] [Accepted: 01/31/2009] [Indexed: 10/21/2022]
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5
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Rigo F, Martinson HG. Polyadenylation releases mRNA from RNA polymerase II in a process that is licensed by splicing. RNA (NEW YORK, N.Y.) 2009; 15:823-36. [PMID: 19304926 PMCID: PMC2673064 DOI: 10.1261/rna.1409209] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
When transcription is coupled to pre-mRNA processing in HeLa nuclear extracts nascent transcripts become attached to RNA polymerase II during assembly of the cleavage/polyadenylation apparatus (CPA), and are not released even after cleavage at the poly(A) site. Here we show that these cleaved transcripts are anchored to the polymerase at their 3' ends by the CPA or, when introns are present, by the larger 3'-terminal exon definition complex (EDC), which consists of splicing factors complexed with the CPA. Poly(A) addition releases the RNA from the polymerase when the RNA is anchored only by the CPA. When anchored by the EDC, poly(A) addition remains a requirement, but it triggers release only after being licensed by splicing. The process by which RNA must first be attached to the polymerase by the EDC, and then can only be released following dual inputs from splicing and polyadenylation, provides an obvious opportunity for surveillance as the RNA enters the transport pathway.
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Affiliation(s)
- Frank Rigo
- Department of Chemistry and Biochemistry, University of California at Los Angeles, Los Angeles, California 90095-1569, USA
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6
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Kim-Schulze S, Seki T, Vlad G, Scotto L, Fan J, Colombo PC, Liu J, Cortesini R, Suciu-Foca N. Regulation of ILT3 gene expression by processing of precursor transcripts in human endothelial cells. Am J Transplant 2006; 6:76-82. [PMID: 16433759 DOI: 10.1111/j.1600-6143.2005.01162.x] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Immunoglobulin-like transcript (ILT)-3 is a transmembrane receptor, which belongs to the immunoglobulin superfamily. In previous studies, we showed that allospecific CD8+CD28- T suppressor cells (Ts) induce the expression of ILT3 in human endothelial cells (EC) rendering them tolerogenic. Using a polymerase chain reaction (PCR)-based approach, we now demonstrate by cell fractionation and sequencing studies that ILT3 precursor RNA is expressed and retained in nuclei of resting EC. Ts interaction with EC or exposure of EC to interleukin-10 (IL-10) and interferon alpha (IFN-alpha) triggers processing of ILT3 pre-mRNA. Western blot analysis showed that the expression of the mature ILT3 transcript is accompanied by production of ILT3 protein.
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MESH Headings
- CD28 Antigens/analysis
- CD8-Positive T-Lymphocytes/immunology
- Cell Fractionation
- Cell Nucleus/chemistry
- Cell Nucleus/metabolism
- Endothelium, Vascular/chemistry
- Endothelium, Vascular/immunology
- Endothelium, Vascular/metabolism
- Gene Expression Regulation
- Humans
- Membrane Glycoproteins
- RNA Precursors/metabolism
- RNA Processing, Post-Transcriptional
- RNA, Messenger/analysis
- RNA, Messenger/metabolism
- Receptors, Cell Surface/analysis
- Receptors, Cell Surface/genetics
- Receptors, Cell Surface/metabolism
- Receptors, Immunologic
- T-Lymphocytes/immunology
- Transcription, Genetic
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Affiliation(s)
- S Kim-Schulze
- Department of Pathology, Columbia University, New York, NY, USA
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Edmonds M. A history of poly A sequences: from formation to factors to function. PROGRESS IN NUCLEIC ACID RESEARCH AND MOLECULAR BIOLOGY 2003; 71:285-389. [PMID: 12102557 DOI: 10.1016/s0079-6603(02)71046-5] [Citation(s) in RCA: 153] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Biological polyadenylation, first recognized as an enzymatic activity, remained an orphan enzyme until poly A sequences were found on the 3' ends of eukarvotic mRNAs. Their presence in bacteria viruses and later in archeae (ref. 338) established their universality. The lack of compelling evidence for a specific function limited attention to their cellular formation. Eventually the newer techniques of molecular biology and development of accurate nuclear processing extracts showed 3' end formation to be a two-step process. Pre-mRNA was first cleaved endonucleolytically at a specific site that was followed by sequential addition of AMPs from ATP to the 3' hydroxyl group at the end of mRNA. The site of cleavage was specified by a conserved hexanucleotide, AAUAAA, from 10 to 30 nt upstream of this 3' end. Extensive purification of these two activities showed that more than 10 polypeptides were needed for mRNA 3' end formation. Most of these were in complexes involved in the cleavage step. Two of the best characterized are CstF and CPSF, while two other remain partially purified but essential. Oddly, the specific proteins involved in phosphodiester bond hydrolysis have yet to be identified. The polyadenylation step occurs within the complex of poly A polymerase and poly A-binding protein, PABII, that controls poly A length. That the cleavage complex, CPSF, is also required for this step attests to a tight coupling of the two steps of 3' and formation. The reaction reconstituted from these RNA-free purified factors correctly processes pre-mRNAs. Meaningful analysis of the role of poly A in mRNA metabolism or function was possible once quantities of these proteins most often over-expressed from cDNA clones became available. The large number needed for two simple reactions of an endonuclease, a polymerase and a sequence recognition factor, pointed to 3' end formation as a regulated process. Polyadenylation itself had appeared to require regulation in cases where two poly A sites were alternatively processed to produce mRNA coding for two different proteins. The 64-KDa subunit of CstF is now known to be a regulator of poly A site choice between two sites in the immunoglobulin heavy chain of B cells. In resting cells the site used favors the mRNA for a membrane-bound protein. Upon differentiation to plasma cells, an upstream site is used the produce a secreted form of the heavy chain. Poly A site choice in the calcitonin pre-mRNA involves splicing factors at a pseudo splice site in an intron downstream of the active poly site that interacts with cleavage factors for most tissues. The molecular basis for choice of the alternate site in neuronal tissue is unknown. Proteins needed for mRNA 3' end formation also participate in other RNA-processing reactions: cleavage factors bind to the C-terminal domain of RNA polymerase during transcription; splicing of 3' terminal exons is stimulated port of by cleavage factors that bind to splicing factors at 3' splice sites. nuclear ex mRNAs is linked to cleavage factors and requires the poly A II-binding protein. Most striking is the long-sought evidence for a role for poly A in translation in yeast where it provides the surface on which the poly A-binding protein assembles the factors needed for the initiation of translation. This adaptability of eukaryotic cells to use a sequence of low information content extends to bacteria where poly A serves as a site for assembly of an mRNA degradation complex in E. coli. Vaccinia virus creates mRNA poly A tails by a streamlined mechanism independent of cleavage that requires only two proteins that recognize unique poly A signals. Thus, in spite of 40 years of study of poly A sequences, this growing multiplicity of uses and even mechanisms of formation seem destined to continue.
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MESH Headings
- Adenoviridae/genetics
- Adenoviridae/metabolism
- Escherichia coli/genetics
- Escherichia coli/metabolism
- History, 20th Century
- RNA Processing, Post-Transcriptional
- RNA, Bacterial/genetics
- RNA, Bacterial/metabolism
- RNA, Fungal/genetics
- RNA, Fungal/metabolism
- RNA, Messenger/genetics
- RNA, Messenger/history
- RNA, Messenger/metabolism
- RNA, Viral/genetics
- RNA, Viral/metabolism
- Saccharomyces cerevisiae/genetics
- Saccharomyces cerevisiae/metabolism
- Vaccinia virus/genetics
- Vaccinia virus/metabolism
- Viral Proteins/genetics
- Viral Proteins/metabolism
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Affiliation(s)
- Mary Edmonds
- Department of Biological Sciences, University of Pittsburgh, Pennsylvania 15260, USA
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8
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Hirose Y, Manley JL. Creatine phosphate, not ATP, is required for 3' end cleavage of mammalian pre-mRNA in vitro. J Biol Chem 1997; 272:29636-42. [PMID: 9368030 DOI: 10.1074/jbc.272.47.29636] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
The poly(A) tail of a mammalian mRNA is generated by endonucleolytic cleavage and poly(A) addition. Previous studies conducted with nuclear extracts suggested an ATP requirement for the cleavage step. We have reexamined the cofactor requirement, initially with the SV40 late pre-mRNA, which requires for cleavage four protein factors, cleavage and polyadenylation specificity factor, cleavage stimulation factor, cleavage factor I, and cleavage factor II. Using highly purified preparations of these factors, which lacked detectable creatine phosphokinase and ATPase activities, creatine phosphate (CP) was, surprisingly, found to be sufficient to promote efficient cleavage. Although other phosphate compounds substituted poorly or not at all for CP, another phosphoguanidine, arginine phosphate, was fully functional. Notably, ATP was neither necessary nor sufficient, and could in fact inhibit the reaction. Treatment of the purified factors with hexokinase plus glucose (to deplete any contaminating ATP) was without effect, as was addition of EDTA. Using 32P-labeled CP, we found that neither hydrolysis of CP nor phosphate transfer from CP occurred during the cleavage reaction. CP also allowed cleavage of the adenovirus 2 L3 pre-mRNA. However, in this case, ATP both enhanced the reaction and influenced the precise site of cleavage, perhaps reflecting the requirement of poly(A) polymerase for cleavage of this RNA. These results indicate that ATP is not essential for 3' pre-mRNA cleavage and that CP or a related compound can function as a necessary cofactor.
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Affiliation(s)
- Y Hirose
- Department of Biological Sciences, Columbia University, New York, New York 10027, USA
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9
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10
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Bienroth S, Wahle E, Suter-Crazzolara C, Keller W. Purification of the cleavage and polyadenylation factor involved in the 3'-processing of messenger RNA precursors. J Biol Chem 1991. [DOI: 10.1016/s0021-9258(18)55058-4] [Citation(s) in RCA: 113] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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11
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12
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Hengst JA, Georgoff I, Isom HC, Jacob ST. Association of newly synthesized poly(A) polymerase with four distinct polypeptides. J Biol Chem 1988. [DOI: 10.1016/s0021-9258(19)77628-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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13
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14
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Christofori G, Keller W. 3' cleavage and polyadenylation of mRNA precursors in vitro requires a poly(A) polymerase, a cleavage factor, and a snRNP. Cell 1988; 54:875-89. [PMID: 2842067 DOI: 10.1016/s0092-8674(88)91263-9] [Citation(s) in RCA: 172] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
We have separated and purified three factors from HeLa cell nuclear extracts that together can accurately cleave and polyadenylate pre-mRNAs containing the adenovirus L3 polyadenylation site. One of the factors is a poly(A) polymerase with a molecular weight of approximately 50-60 kd. The second activity is a cleavage factor with a native molecular weight in the range of 70-120 kd. The third component is a factor (cleavage and polyadenylation factor, CPF) that is needed for the cleavage reaction and, in addition, confers specificity to the poly(A) polymerase activity; the native molecular weight of CPF is approximately 200 kd. Poly(A) polymerase together with CPF is sufficient to specifically polyadenylate pre-mRNA substrates that have been precleaved at the poly(A) addition site. In contrast, all three components are required for accurate cleavage and polyadenylation of pre-mRNA substrates. Further purification of CPF by buoyant density centrifugation, ion exchange, and affinity column chromatography or by gel filtration demonstrates that CPF activity resides in a ribonucleoprotein and copurifies with U11 snRNP.
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Affiliation(s)
- G Christofori
- Department of Cell Biology, Biocenter of the University of Basel, Switzerland
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15
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16
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Affiliation(s)
- J L Manley
- Department of Biological Sciences, Columbia University, New York, NY 10027
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17
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Zarkower D, Wickens M. A functionally redundant downstream sequence in SV40 late pre-mRNA is required for mRNA 3'-end formation and for assembly of a precleavage complex in vitro. J Biol Chem 1988. [DOI: 10.1016/s0021-9258(18)60634-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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