Cargando…
Reference genes identification for qRT-PCR normalization of gene expression analysis in Cucumis sativus under Meloidogyne incognita infection and Pseudomonas treatment
qRT-PCR is a common and key technical means to study gene expression in biological research. However, reliability and accuracy of quantification by qRT-PCR is entirely dependent on the identification of appropriate reference genes. Cucumber as an economical vegetable is widely cultivated worldwide a...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9799720/ https://www.ncbi.nlm.nih.gov/pubmed/36589116 http://dx.doi.org/10.3389/fpls.2022.1061921 |
_version_ | 1784861145783336960 |
---|---|
author | Ji, Tingting Ma, Si Liang, Meiting Wang, Xueyun Gao, Lihong Tian, Yongqiang |
author_facet | Ji, Tingting Ma, Si Liang, Meiting Wang, Xueyun Gao, Lihong Tian, Yongqiang |
author_sort | Ji, Tingting |
collection | PubMed |
description | qRT-PCR is a common and key technical means to study gene expression in biological research. However, reliability and accuracy of quantification by qRT-PCR is entirely dependent on the identification of appropriate reference genes. Cucumber as an economical vegetable is widely cultivated worldwide and is subject to serious nematode infection, especially from M. incognita. Plant could employ beneficial soil bacteria in the rhizosphere to enhance plant adaptability to various stresses. In this study, the optimal reference genes in cucumber under M. incognita stress and Pseudomonas treatment were calculated and confirmed. A total of thirteen candidate reference genes were identified across three different treatments. Of these, geNorm, NormFinder and BestKeeper programs combined RefFinder software identified EF1 and UBI are the most suitable reference gene in the root knot and whole root of cucumber infected M. incognita, respectively, and CACS is the most suitable reference gene in the whole root of cucumber treated by Pseudomonas. The work first validated the most suitable reference genes for the normalization gene expression in cucumber by nematode infected or Pseudomonas inoculated, and these results would facilitate the further research on M. incognita or Pseudomonas soil rhizosphere microbe interaction with cucumber. |
format | Online Article Text |
id | pubmed-9799720 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97997202022-12-30 Reference genes identification for qRT-PCR normalization of gene expression analysis in Cucumis sativus under Meloidogyne incognita infection and Pseudomonas treatment Ji, Tingting Ma, Si Liang, Meiting Wang, Xueyun Gao, Lihong Tian, Yongqiang Front Plant Sci Plant Science qRT-PCR is a common and key technical means to study gene expression in biological research. However, reliability and accuracy of quantification by qRT-PCR is entirely dependent on the identification of appropriate reference genes. Cucumber as an economical vegetable is widely cultivated worldwide and is subject to serious nematode infection, especially from M. incognita. Plant could employ beneficial soil bacteria in the rhizosphere to enhance plant adaptability to various stresses. In this study, the optimal reference genes in cucumber under M. incognita stress and Pseudomonas treatment were calculated and confirmed. A total of thirteen candidate reference genes were identified across three different treatments. Of these, geNorm, NormFinder and BestKeeper programs combined RefFinder software identified EF1 and UBI are the most suitable reference gene in the root knot and whole root of cucumber infected M. incognita, respectively, and CACS is the most suitable reference gene in the whole root of cucumber treated by Pseudomonas. The work first validated the most suitable reference genes for the normalization gene expression in cucumber by nematode infected or Pseudomonas inoculated, and these results would facilitate the further research on M. incognita or Pseudomonas soil rhizosphere microbe interaction with cucumber. Frontiers Media S.A. 2022-12-15 /pmc/articles/PMC9799720/ /pubmed/36589116 http://dx.doi.org/10.3389/fpls.2022.1061921 Text en Copyright © 2022 Ji, Ma, Liang, Wang, Gao and Tian https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Ji, Tingting Ma, Si Liang, Meiting Wang, Xueyun Gao, Lihong Tian, Yongqiang Reference genes identification for qRT-PCR normalization of gene expression analysis in Cucumis sativus under Meloidogyne incognita infection and Pseudomonas treatment |
title | Reference genes identification for qRT-PCR normalization of gene expression analysis in Cucumis sativus under Meloidogyne incognita infection and Pseudomonas treatment |
title_full | Reference genes identification for qRT-PCR normalization of gene expression analysis in Cucumis sativus under Meloidogyne incognita infection and Pseudomonas treatment |
title_fullStr | Reference genes identification for qRT-PCR normalization of gene expression analysis in Cucumis sativus under Meloidogyne incognita infection and Pseudomonas treatment |
title_full_unstemmed | Reference genes identification for qRT-PCR normalization of gene expression analysis in Cucumis sativus under Meloidogyne incognita infection and Pseudomonas treatment |
title_short | Reference genes identification for qRT-PCR normalization of gene expression analysis in Cucumis sativus under Meloidogyne incognita infection and Pseudomonas treatment |
title_sort | reference genes identification for qrt-pcr normalization of gene expression analysis in cucumis sativus under meloidogyne incognita infection and pseudomonas treatment |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9799720/ https://www.ncbi.nlm.nih.gov/pubmed/36589116 http://dx.doi.org/10.3389/fpls.2022.1061921 |
work_keys_str_mv | AT jitingting referencegenesidentificationforqrtpcrnormalizationofgeneexpressionanalysisincucumissativusundermeloidogyneincognitainfectionandpseudomonastreatment AT masi referencegenesidentificationforqrtpcrnormalizationofgeneexpressionanalysisincucumissativusundermeloidogyneincognitainfectionandpseudomonastreatment AT liangmeiting referencegenesidentificationforqrtpcrnormalizationofgeneexpressionanalysisincucumissativusundermeloidogyneincognitainfectionandpseudomonastreatment AT wangxueyun referencegenesidentificationforqrtpcrnormalizationofgeneexpressionanalysisincucumissativusundermeloidogyneincognitainfectionandpseudomonastreatment AT gaolihong referencegenesidentificationforqrtpcrnormalizationofgeneexpressionanalysisincucumissativusundermeloidogyneincognitainfectionandpseudomonastreatment AT tianyongqiang referencegenesidentificationforqrtpcrnormalizationofgeneexpressionanalysisincucumissativusundermeloidogyneincognitainfectionandpseudomonastreatment |