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Identification and Evaluation of Suitable Reference Genes for Normalization of MicroRNA Expression in Helicoverpa armigera (Lepidoptera: Noctuidae) Using Quantitative Real-Time PCR
More and more studies have focused on microRNAs (miRNAs) expression in the pest Helicoverpa armigera (Lepidoptera: Noctuidae) recently. Quantitative real-time PCR (qRT-PCR) is being widely used in miRNA expression studies. Suitable reference genes are necessary for the correct analysis of results. I...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5416840/ https://www.ncbi.nlm.nih.gov/pubmed/28355475 http://dx.doi.org/10.1093/jisesa/iex007 |
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author | Yang, Yuhui Li, Zhen Cao, Jinjun Li, Yanrong Li, Hui Yang, Qingpo Zhang, Qingwen Liu, Xiaoxia |
author_facet | Yang, Yuhui Li, Zhen Cao, Jinjun Li, Yanrong Li, Hui Yang, Qingpo Zhang, Qingwen Liu, Xiaoxia |
author_sort | Yang, Yuhui |
collection | PubMed |
description | More and more studies have focused on microRNAs (miRNAs) expression in the pest Helicoverpa armigera (Lepidoptera: Noctuidae) recently. Quantitative real-time PCR (qRT-PCR) is being widely used in miRNA expression studies. Suitable reference genes are necessary for the correct analysis of results. In this study, 10 candidate genes of H. armigera were selected and analyzed for their expression stability under different biotic and abiotic conditions with 3 statistical methods, including geNorm, NormFinder, and Bestkeeper. Combination the best number of reference genes was calculated by geNorm. One target gene, let-7, was used to validate the selection of reference genes. The suitable candidate reference genes were shown as follows: miR-9 and U6 snRNA for developmental stages, miR-100 and U6 snRNA for larval tissues, miR-100 and miR-305 for adult tissues, miR-9 and miR-279 for parasitic treatment, miR-998 and U6 snRNA for nuclear polyhedrosis virus infection, miR-9 and U6 snRNA for insecticide treatment, miR-92a, miR-100, and miR-279 for temperature treatment, miR-92a, miR-305, and miR-998 for starvation treatment, miR-9 and miR-279 for light treatment, miR-305 and miR-998 for hormone treatment, and there was not one reference gene suitable for all samples. This study could promote future research on miRNAs expression in H. armigera with optimal reference genes under different experimental conditions. |
format | Online Article Text |
id | pubmed-5416840 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-54168402017-05-05 Identification and Evaluation of Suitable Reference Genes for Normalization of MicroRNA Expression in Helicoverpa armigera (Lepidoptera: Noctuidae) Using Quantitative Real-Time PCR Yang, Yuhui Li, Zhen Cao, Jinjun Li, Yanrong Li, Hui Yang, Qingpo Zhang, Qingwen Liu, Xiaoxia J Insect Sci Research Article More and more studies have focused on microRNAs (miRNAs) expression in the pest Helicoverpa armigera (Lepidoptera: Noctuidae) recently. Quantitative real-time PCR (qRT-PCR) is being widely used in miRNA expression studies. Suitable reference genes are necessary for the correct analysis of results. In this study, 10 candidate genes of H. armigera were selected and analyzed for their expression stability under different biotic and abiotic conditions with 3 statistical methods, including geNorm, NormFinder, and Bestkeeper. Combination the best number of reference genes was calculated by geNorm. One target gene, let-7, was used to validate the selection of reference genes. The suitable candidate reference genes were shown as follows: miR-9 and U6 snRNA for developmental stages, miR-100 and U6 snRNA for larval tissues, miR-100 and miR-305 for adult tissues, miR-9 and miR-279 for parasitic treatment, miR-998 and U6 snRNA for nuclear polyhedrosis virus infection, miR-9 and U6 snRNA for insecticide treatment, miR-92a, miR-100, and miR-279 for temperature treatment, miR-92a, miR-305, and miR-998 for starvation treatment, miR-9 and miR-279 for light treatment, miR-305 and miR-998 for hormone treatment, and there was not one reference gene suitable for all samples. This study could promote future research on miRNAs expression in H. armigera with optimal reference genes under different experimental conditions. Oxford University Press 2017-03-01 /pmc/articles/PMC5416840/ /pubmed/28355475 http://dx.doi.org/10.1093/jisesa/iex007 Text en © The Authors 2017. Published by Oxford University Press on behalf of Entomological Society of America. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Research Article Yang, Yuhui Li, Zhen Cao, Jinjun Li, Yanrong Li, Hui Yang, Qingpo Zhang, Qingwen Liu, Xiaoxia Identification and Evaluation of Suitable Reference Genes for Normalization of MicroRNA Expression in Helicoverpa armigera (Lepidoptera: Noctuidae) Using Quantitative Real-Time PCR |
title | Identification and Evaluation of Suitable Reference Genes for Normalization of MicroRNA Expression in Helicoverpa armigera (Lepidoptera: Noctuidae) Using Quantitative Real-Time PCR |
title_full | Identification and Evaluation of Suitable Reference Genes for Normalization of MicroRNA Expression in Helicoverpa armigera (Lepidoptera: Noctuidae) Using Quantitative Real-Time PCR |
title_fullStr | Identification and Evaluation of Suitable Reference Genes for Normalization of MicroRNA Expression in Helicoverpa armigera (Lepidoptera: Noctuidae) Using Quantitative Real-Time PCR |
title_full_unstemmed | Identification and Evaluation of Suitable Reference Genes for Normalization of MicroRNA Expression in Helicoverpa armigera (Lepidoptera: Noctuidae) Using Quantitative Real-Time PCR |
title_short | Identification and Evaluation of Suitable Reference Genes for Normalization of MicroRNA Expression in Helicoverpa armigera (Lepidoptera: Noctuidae) Using Quantitative Real-Time PCR |
title_sort | identification and evaluation of suitable reference genes for normalization of microrna expression in helicoverpa armigera (lepidoptera: noctuidae) using quantitative real-time pcr |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5416840/ https://www.ncbi.nlm.nih.gov/pubmed/28355475 http://dx.doi.org/10.1093/jisesa/iex007 |
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