Cargando…
Selection and Validation of Reference Genes for qRT-PCR Analysis in the Oil-Rich Tuber Crop Tiger Nut (Cyperus esculentus) Based on Transcriptome Data
Tiger nut (Cyperus esculentus), a perennial C(4) plant of the Cyperaceae family, is an unconventional crop that is distinguished by its oil-rich tubers, which also possesses the advantages of strong resistance, wide adaptability, short life periods, and large biomass. To facilitate studies on gene e...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7961719/ https://www.ncbi.nlm.nih.gov/pubmed/33806437 http://dx.doi.org/10.3390/ijms22052569 |
_version_ | 1783665322398580736 |
---|---|
author | Bai, Xue Chen, Tao Wu, Yuan Tang, Mingyong Xu, Zeng-Fu |
author_facet | Bai, Xue Chen, Tao Wu, Yuan Tang, Mingyong Xu, Zeng-Fu |
author_sort | Bai, Xue |
collection | PubMed |
description | Tiger nut (Cyperus esculentus), a perennial C(4) plant of the Cyperaceae family, is an unconventional crop that is distinguished by its oil-rich tubers, which also possesses the advantages of strong resistance, wide adaptability, short life periods, and large biomass. To facilitate studies on gene expression in this species, we identified and validated a series of reference genes (RGs) based on transcriptome data, which can be employed as internal controls for qRT-PCR analysis in tiger nut. Fourteen putative candidate RGs were identified and evaluated across nine different tissues of two cultivars, and the RGs were analyzed using three different algorithms (geNorm, NormFinder, and BestKeeper). The stability rankings of the candidate RGs were merged into consensus lists with RankAggreg. For the below-ground storage organ of tiger nut, the optimal RGs were TUB4 and UCE2 in different developmental stages of tubers. UCE2 and UBL5 were the most stably expressed RGs among all tissues, while Rubisco and PGK exhibited the lowest expression stability. UCE2, UBL5 and Rubisco were compared to normalize the expression levels of the caleosin (CLO) and diacylglycerol acyltransferase 2-2 (DGAT2-2) genes across the same tissues. Our results showed that the RGs identified in this study, which exhibit more uniform expression patterns, may be utilized for the normalization of qRT-PCR results, promoting further research on gene expression in various tissues of tiger nut. |
format | Online Article Text |
id | pubmed-7961719 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79617192021-03-17 Selection and Validation of Reference Genes for qRT-PCR Analysis in the Oil-Rich Tuber Crop Tiger Nut (Cyperus esculentus) Based on Transcriptome Data Bai, Xue Chen, Tao Wu, Yuan Tang, Mingyong Xu, Zeng-Fu Int J Mol Sci Article Tiger nut (Cyperus esculentus), a perennial C(4) plant of the Cyperaceae family, is an unconventional crop that is distinguished by its oil-rich tubers, which also possesses the advantages of strong resistance, wide adaptability, short life periods, and large biomass. To facilitate studies on gene expression in this species, we identified and validated a series of reference genes (RGs) based on transcriptome data, which can be employed as internal controls for qRT-PCR analysis in tiger nut. Fourteen putative candidate RGs were identified and evaluated across nine different tissues of two cultivars, and the RGs were analyzed using three different algorithms (geNorm, NormFinder, and BestKeeper). The stability rankings of the candidate RGs were merged into consensus lists with RankAggreg. For the below-ground storage organ of tiger nut, the optimal RGs were TUB4 and UCE2 in different developmental stages of tubers. UCE2 and UBL5 were the most stably expressed RGs among all tissues, while Rubisco and PGK exhibited the lowest expression stability. UCE2, UBL5 and Rubisco were compared to normalize the expression levels of the caleosin (CLO) and diacylglycerol acyltransferase 2-2 (DGAT2-2) genes across the same tissues. Our results showed that the RGs identified in this study, which exhibit more uniform expression patterns, may be utilized for the normalization of qRT-PCR results, promoting further research on gene expression in various tissues of tiger nut. MDPI 2021-03-04 /pmc/articles/PMC7961719/ /pubmed/33806437 http://dx.doi.org/10.3390/ijms22052569 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Bai, Xue Chen, Tao Wu, Yuan Tang, Mingyong Xu, Zeng-Fu Selection and Validation of Reference Genes for qRT-PCR Analysis in the Oil-Rich Tuber Crop Tiger Nut (Cyperus esculentus) Based on Transcriptome Data |
title | Selection and Validation of Reference Genes for qRT-PCR Analysis in the Oil-Rich Tuber Crop Tiger Nut (Cyperus esculentus) Based on Transcriptome Data |
title_full | Selection and Validation of Reference Genes for qRT-PCR Analysis in the Oil-Rich Tuber Crop Tiger Nut (Cyperus esculentus) Based on Transcriptome Data |
title_fullStr | Selection and Validation of Reference Genes for qRT-PCR Analysis in the Oil-Rich Tuber Crop Tiger Nut (Cyperus esculentus) Based on Transcriptome Data |
title_full_unstemmed | Selection and Validation of Reference Genes for qRT-PCR Analysis in the Oil-Rich Tuber Crop Tiger Nut (Cyperus esculentus) Based on Transcriptome Data |
title_short | Selection and Validation of Reference Genes for qRT-PCR Analysis in the Oil-Rich Tuber Crop Tiger Nut (Cyperus esculentus) Based on Transcriptome Data |
title_sort | selection and validation of reference genes for qrt-pcr analysis in the oil-rich tuber crop tiger nut (cyperus esculentus) based on transcriptome data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7961719/ https://www.ncbi.nlm.nih.gov/pubmed/33806437 http://dx.doi.org/10.3390/ijms22052569 |
work_keys_str_mv | AT baixue selectionandvalidationofreferencegenesforqrtpcranalysisintheoilrichtubercroptigernutcyperusesculentusbasedontranscriptomedata AT chentao selectionandvalidationofreferencegenesforqrtpcranalysisintheoilrichtubercroptigernutcyperusesculentusbasedontranscriptomedata AT wuyuan selectionandvalidationofreferencegenesforqrtpcranalysisintheoilrichtubercroptigernutcyperusesculentusbasedontranscriptomedata AT tangmingyong selectionandvalidationofreferencegenesforqrtpcranalysisintheoilrichtubercroptigernutcyperusesculentusbasedontranscriptomedata AT xuzengfu selectionandvalidationofreferencegenesforqrtpcranalysisintheoilrichtubercroptigernutcyperusesculentusbasedontranscriptomedata |