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MicroRNA-Transcription factor regulatory networks in the early strobilar development of Echinococcus granulosus protoscoleces
BACKGROUND: Echinococcus granulosus sensu lato has a complex developmental biology with a variety of factors relating to both intermediate and final hosts. To achieve maximum parasite adaptability, the development of the cestode is dependent on essential changes in transcript regulation. Transcripti...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10016175/ https://www.ncbi.nlm.nih.gov/pubmed/36922762 http://dx.doi.org/10.1186/s12864-023-09199-3 |
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author | Mohammadi, Mohammad Ali Mansouri, Mehdi Derakhshani, Ali Rezaie, Masoud Borhani, Mehdi Nasibi, Saeid Mousavi, Seyed Mohammad Afgar, Ali Macchiaroli, Natalia Rosenzvit, Mara C. Harandi, Majid Fasihi |
author_facet | Mohammadi, Mohammad Ali Mansouri, Mehdi Derakhshani, Ali Rezaie, Masoud Borhani, Mehdi Nasibi, Saeid Mousavi, Seyed Mohammad Afgar, Ali Macchiaroli, Natalia Rosenzvit, Mara C. Harandi, Majid Fasihi |
author_sort | Mohammadi, Mohammad Ali |
collection | PubMed |
description | BACKGROUND: Echinococcus granulosus sensu lato has a complex developmental biology with a variety of factors relating to both intermediate and final hosts. To achieve maximum parasite adaptability, the development of the cestode is dependent on essential changes in transcript regulation. Transcription factors (TFs) and miRNAs are known as master regulators that affect the expression of downstream genes through a wide range of metabolic and signaling pathways. In this study, we aimed to develop a regulatory miRNA-Transcription factor (miRNA-TF) network across early developmental stages of E. granulosus protoscoleces by performing in silico analysis, and to experimentally validate TFs expression in protoscoleces obtained from in vitro culture, and from in vivo experiments. RESULTS: We obtained list of 394 unique E. granulosus TFs and matched them with 818 differentially expressed genes which identified 41 predicted TFs with differential expression. These TFs were used to predict the potential targets of 31 differentially expressed miRNAs. As a result, eight miRNAs and eight TFs were found, and the predicted network was constructed using Cytoscape. At least four miRNAs (egr-miR-124a, egr-miR-124b-3p, egr-miR-745-3p, and egr-miR-87-3p) and their corresponding differentially expressed TFs (Zinc finger protein 45, Early growth response protein 3, Ecdysone induced protein 78c and ETS transcription factor elf 2) were highlighted in this investigation. The expression of predicted differentially expressed TFs obtained from in vitro and in vivo experiments, were experimentally validated by quantitative polymerase chain reaction. This confirmed findings of RNA-seq data. CONCLUSION: miRNA-TF networks presented in this study control some of the most important metabolic and signaling pathways in the development and life cycle of E. granulosus, providing a potential approach for disrupting the early hours of dog infection and preventing the development of the helminth in the final host. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09199-3. |
format | Online Article Text |
id | pubmed-10016175 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-100161752023-03-15 MicroRNA-Transcription factor regulatory networks in the early strobilar development of Echinococcus granulosus protoscoleces Mohammadi, Mohammad Ali Mansouri, Mehdi Derakhshani, Ali Rezaie, Masoud Borhani, Mehdi Nasibi, Saeid Mousavi, Seyed Mohammad Afgar, Ali Macchiaroli, Natalia Rosenzvit, Mara C. Harandi, Majid Fasihi BMC Genomics Research BACKGROUND: Echinococcus granulosus sensu lato has a complex developmental biology with a variety of factors relating to both intermediate and final hosts. To achieve maximum parasite adaptability, the development of the cestode is dependent on essential changes in transcript regulation. Transcription factors (TFs) and miRNAs are known as master regulators that affect the expression of downstream genes through a wide range of metabolic and signaling pathways. In this study, we aimed to develop a regulatory miRNA-Transcription factor (miRNA-TF) network across early developmental stages of E. granulosus protoscoleces by performing in silico analysis, and to experimentally validate TFs expression in protoscoleces obtained from in vitro culture, and from in vivo experiments. RESULTS: We obtained list of 394 unique E. granulosus TFs and matched them with 818 differentially expressed genes which identified 41 predicted TFs with differential expression. These TFs were used to predict the potential targets of 31 differentially expressed miRNAs. As a result, eight miRNAs and eight TFs were found, and the predicted network was constructed using Cytoscape. At least four miRNAs (egr-miR-124a, egr-miR-124b-3p, egr-miR-745-3p, and egr-miR-87-3p) and their corresponding differentially expressed TFs (Zinc finger protein 45, Early growth response protein 3, Ecdysone induced protein 78c and ETS transcription factor elf 2) were highlighted in this investigation. The expression of predicted differentially expressed TFs obtained from in vitro and in vivo experiments, were experimentally validated by quantitative polymerase chain reaction. This confirmed findings of RNA-seq data. CONCLUSION: miRNA-TF networks presented in this study control some of the most important metabolic and signaling pathways in the development and life cycle of E. granulosus, providing a potential approach for disrupting the early hours of dog infection and preventing the development of the helminth in the final host. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09199-3. BioMed Central 2023-03-15 /pmc/articles/PMC10016175/ /pubmed/36922762 http://dx.doi.org/10.1186/s12864-023-09199-3 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 Mohammadi, Mohammad Ali Mansouri, Mehdi Derakhshani, Ali Rezaie, Masoud Borhani, Mehdi Nasibi, Saeid Mousavi, Seyed Mohammad Afgar, Ali Macchiaroli, Natalia Rosenzvit, Mara C. Harandi, Majid Fasihi MicroRNA-Transcription factor regulatory networks in the early strobilar development of Echinococcus granulosus protoscoleces |
title | MicroRNA-Transcription factor regulatory networks in the early strobilar development of Echinococcus granulosus protoscoleces |
title_full | MicroRNA-Transcription factor regulatory networks in the early strobilar development of Echinococcus granulosus protoscoleces |
title_fullStr | MicroRNA-Transcription factor regulatory networks in the early strobilar development of Echinococcus granulosus protoscoleces |
title_full_unstemmed | MicroRNA-Transcription factor regulatory networks in the early strobilar development of Echinococcus granulosus protoscoleces |
title_short | MicroRNA-Transcription factor regulatory networks in the early strobilar development of Echinococcus granulosus protoscoleces |
title_sort | microrna-transcription factor regulatory networks in the early strobilar development of echinococcus granulosus protoscoleces |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10016175/ https://www.ncbi.nlm.nih.gov/pubmed/36922762 http://dx.doi.org/10.1186/s12864-023-09199-3 |
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