Identification of the most suitable reference gene for gene expression studies with development and abiotic stress response in Bromus sterilis

Abstract Bromus sterilis is an annual weedy grass, causing high yield losses in winter cereals. Frequent use of herbicides had led to the evolution of herbicide resistance in this species. Mechanisms underlying herbicide resistance in B. sterilis must be uncovered because this problem is becoming a...

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Main Authors: Madhab Kumar Sen, Kateřina Hamouzová, Pavlina Košnarová, Amit Roy, Josef Soukup
Format: Article
Language:English
Published: Nature Publishing Group 2021-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-92780-1
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spelling doaj-221951f3b4bc497facb2de462851c1c12021-07-04T11:29:57ZengNature Publishing GroupScientific Reports2045-23222021-06-0111111010.1038/s41598-021-92780-1Identification of the most suitable reference gene for gene expression studies with development and abiotic stress response in Bromus sterilisMadhab Kumar Sen0Kateřina Hamouzová1Pavlina Košnarová2Amit Roy3Josef Soukup4Department of Agroecology and Crop Production, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences PragueDepartment of Agroecology and Crop Production, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences PragueDepartment of Agroecology and Crop Production, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences PragueFaculty of Forestry and Wood Sciences, EXTEMIT-K and EVA.4.0 Unit, Czech University of Life SciencesDepartment of Agroecology and Crop Production, Faculty of Agrobiology, Food and Natural Resources, Czech University of Life Sciences PragueAbstract Bromus sterilis is an annual weedy grass, causing high yield losses in winter cereals. Frequent use of herbicides had led to the evolution of herbicide resistance in this species. Mechanisms underlying herbicide resistance in B. sterilis must be uncovered because this problem is becoming a global threat. qRT-PCR and the next-generation sequencing technologies can elucidate the resistance mechanisms. Although qRT-PCR can calculate precise fold changes, its preciseness depends on the expression of reference genes. Regardless of stable expression in any given condition, no gene can act as a universal reference gene. Hence, it is necessary to identify the suitable reference gene for each species. To our knowledge, there are no reports on the suitable reference gene in any brome species so far. Thus, in this paper, the stability of eight genes was evaluated using qRT-PCR experiments followed by expression stability ranking via five most commonly used software for reference gene selection. Our findings suggest using a combination of 18S rRNA and ACCase to normalise the qRT-PCR data in B. sterilis. Besides, reference genes are also recommended for different experimental conditions. The present study outcomes will facilitate future molecular work in B. sterilis and other related grass species.https://doi.org/10.1038/s41598-021-92780-1
collection DOAJ
language English
format Article
sources DOAJ
author Madhab Kumar Sen
Kateřina Hamouzová
Pavlina Košnarová
Amit Roy
Josef Soukup
spellingShingle Madhab Kumar Sen
Kateřina Hamouzová
Pavlina Košnarová
Amit Roy
Josef Soukup
Identification of the most suitable reference gene for gene expression studies with development and abiotic stress response in Bromus sterilis
Scientific Reports
author_facet Madhab Kumar Sen
Kateřina Hamouzová
Pavlina Košnarová
Amit Roy
Josef Soukup
author_sort Madhab Kumar Sen
title Identification of the most suitable reference gene for gene expression studies with development and abiotic stress response in Bromus sterilis
title_short Identification of the most suitable reference gene for gene expression studies with development and abiotic stress response in Bromus sterilis
title_full Identification of the most suitable reference gene for gene expression studies with development and abiotic stress response in Bromus sterilis
title_fullStr Identification of the most suitable reference gene for gene expression studies with development and abiotic stress response in Bromus sterilis
title_full_unstemmed Identification of the most suitable reference gene for gene expression studies with development and abiotic stress response in Bromus sterilis
title_sort identification of the most suitable reference gene for gene expression studies with development and abiotic stress response in bromus sterilis
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-06-01
description Abstract Bromus sterilis is an annual weedy grass, causing high yield losses in winter cereals. Frequent use of herbicides had led to the evolution of herbicide resistance in this species. Mechanisms underlying herbicide resistance in B. sterilis must be uncovered because this problem is becoming a global threat. qRT-PCR and the next-generation sequencing technologies can elucidate the resistance mechanisms. Although qRT-PCR can calculate precise fold changes, its preciseness depends on the expression of reference genes. Regardless of stable expression in any given condition, no gene can act as a universal reference gene. Hence, it is necessary to identify the suitable reference gene for each species. To our knowledge, there are no reports on the suitable reference gene in any brome species so far. Thus, in this paper, the stability of eight genes was evaluated using qRT-PCR experiments followed by expression stability ranking via five most commonly used software for reference gene selection. Our findings suggest using a combination of 18S rRNA and ACCase to normalise the qRT-PCR data in B. sterilis. Besides, reference genes are also recommended for different experimental conditions. The present study outcomes will facilitate future molecular work in B. sterilis and other related grass species.
url https://doi.org/10.1038/s41598-021-92780-1
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