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Application of sequence semantic and integrated cellular geography approach to study alternative biogenesis of exonic circular RNA

BACKGROUND: Concurrent existence of lncRNA and circular RNA at both nucleus and cytosol within a cell at different proportions is well reported. Previous studies showed that circular RNAs are synthesized in nucleus followed by transportation across the nuclear membrane and the export is primarily de...

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Autores principales: Kumar, Rajnish, Mondal, Rajkrishna, Lahiri, Tapobrata, Pal, Manoj Kumar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10108499/
https://www.ncbi.nlm.nih.gov/pubmed/37069509
http://dx.doi.org/10.1186/s12859-023-05279-z
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author Kumar, Rajnish
Mondal, Rajkrishna
Lahiri, Tapobrata
Pal, Manoj Kumar
author_facet Kumar, Rajnish
Mondal, Rajkrishna
Lahiri, Tapobrata
Pal, Manoj Kumar
author_sort Kumar, Rajnish
collection PubMed
description BACKGROUND: Concurrent existence of lncRNA and circular RNA at both nucleus and cytosol within a cell at different proportions is well reported. Previous studies showed that circular RNAs are synthesized in nucleus followed by transportation across the nuclear membrane and the export is primarily defined by their length. lncRNAs primarily originated through inefficient splicing and seem to use NXF1 for cytoplasm export. However, it is not clear whether circularization of lncRNA happens only in nucleus or it also occurs in cytoplasm. Studies indicate that circular RNAs arise when the splicing apparatus undergoes a phenomenon of back splicing. Minor spliceosome (U12 type) mediated splicing occurs in cytoplasm and is responsible for the splicing of 0.5% of introns of human cells. Therefore, possibility of cRNA biogenesis mediated by minor spliceosome at cytoplasm cannot be ruled out. Secondly, information on genes transcribing both circular and lncRNAs along with total number of RBP binding sites for both of these RNA types is extractable from databases. This study showed how these apparently unconnected pieces of reports could be put together to build a model for exploring biogenesis of circular RNA. RESULTS: As a result of this study, a model was built under the premises that, sequences with special semantics were molecular precursors in biogenesis of circular RNA which occurred through catalytic role of some specific RBPs. The model outcome was further strengthened by fulfillment of three logical lemmas which were extracted and assimilated in this work using a novel data analytic approach, Integrated Cellular Geography. Result of the study was found to be in well agreement with proposed model. Furthermore this study also indicated that biogenesis of circular RNA was a post-transcriptional event. CONCLUSIONS: Overall, this study provides a novel systems biology based model under the paradigm of Integrated Cellular Geography which can assimilate independently performed experimental results and data published by global researchers on RNA biology to provide important information on biogenesis of circular RNAs considering lncRNAs as precursor molecule. This study also suggests the possible RBP-mediated circularization of RNA in the cytoplasm through back-splicing using minor spliceosome.
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spelling pubmed-101084992023-04-18 Application of sequence semantic and integrated cellular geography approach to study alternative biogenesis of exonic circular RNA Kumar, Rajnish Mondal, Rajkrishna Lahiri, Tapobrata Pal, Manoj Kumar BMC Bioinformatics Research BACKGROUND: Concurrent existence of lncRNA and circular RNA at both nucleus and cytosol within a cell at different proportions is well reported. Previous studies showed that circular RNAs are synthesized in nucleus followed by transportation across the nuclear membrane and the export is primarily defined by their length. lncRNAs primarily originated through inefficient splicing and seem to use NXF1 for cytoplasm export. However, it is not clear whether circularization of lncRNA happens only in nucleus or it also occurs in cytoplasm. Studies indicate that circular RNAs arise when the splicing apparatus undergoes a phenomenon of back splicing. Minor spliceosome (U12 type) mediated splicing occurs in cytoplasm and is responsible for the splicing of 0.5% of introns of human cells. Therefore, possibility of cRNA biogenesis mediated by minor spliceosome at cytoplasm cannot be ruled out. Secondly, information on genes transcribing both circular and lncRNAs along with total number of RBP binding sites for both of these RNA types is extractable from databases. This study showed how these apparently unconnected pieces of reports could be put together to build a model for exploring biogenesis of circular RNA. RESULTS: As a result of this study, a model was built under the premises that, sequences with special semantics were molecular precursors in biogenesis of circular RNA which occurred through catalytic role of some specific RBPs. The model outcome was further strengthened by fulfillment of three logical lemmas which were extracted and assimilated in this work using a novel data analytic approach, Integrated Cellular Geography. Result of the study was found to be in well agreement with proposed model. Furthermore this study also indicated that biogenesis of circular RNA was a post-transcriptional event. CONCLUSIONS: Overall, this study provides a novel systems biology based model under the paradigm of Integrated Cellular Geography which can assimilate independently performed experimental results and data published by global researchers on RNA biology to provide important information on biogenesis of circular RNAs considering lncRNAs as precursor molecule. This study also suggests the possible RBP-mediated circularization of RNA in the cytoplasm through back-splicing using minor spliceosome. BioMed Central 2023-04-17 /pmc/articles/PMC10108499/ /pubmed/37069509 http://dx.doi.org/10.1186/s12859-023-05279-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Kumar, Rajnish
Mondal, Rajkrishna
Lahiri, Tapobrata
Pal, Manoj Kumar
Application of sequence semantic and integrated cellular geography approach to study alternative biogenesis of exonic circular RNA
title Application of sequence semantic and integrated cellular geography approach to study alternative biogenesis of exonic circular RNA
title_full Application of sequence semantic and integrated cellular geography approach to study alternative biogenesis of exonic circular RNA
title_fullStr Application of sequence semantic and integrated cellular geography approach to study alternative biogenesis of exonic circular RNA
title_full_unstemmed Application of sequence semantic and integrated cellular geography approach to study alternative biogenesis of exonic circular RNA
title_short Application of sequence semantic and integrated cellular geography approach to study alternative biogenesis of exonic circular RNA
title_sort application of sequence semantic and integrated cellular geography approach to study alternative biogenesis of exonic circular rna
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10108499/
https://www.ncbi.nlm.nih.gov/pubmed/37069509
http://dx.doi.org/10.1186/s12859-023-05279-z
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