2023Fungal BiologyOpen access

Selection and validation of reference genes for normalization of gene expression in Floccularia luteovirens

Yanqing Ni, Qin Zhang, Wensheng Li, Luping Cao, Rencai Feng, Zhiqiang Zhao, Xu Zhao

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Abstract

Quantitative real-time reverse transcription-polymerase chain reaction (RT-qPCR) is a sensitive technique for gene expression analysis, but accurate and reliable results depend on the stability of the reference genes. Floccularia luteovirens fungus is one of the rare edible fungi with high nutritional value found on the Qinghai-Tibet Plateau. However, research at the molecular level on this species is currently constrained due to the lack of reliable reference genes for this species. Thirteen potential reference genes (ACT, GAPDH, EF-Tu, SAMDC, UBI, CLN1, β-TUB, γ-TUB, GTP, H3, UBC, UBC-E2, and GTPBP1) were chosen for the present study, and their expression under various abiotic conditions was investigated. Stability of gene expression was tested using GeNorm, NormFinder, BestKeeper, Delta–Ct, and RefFinder. The results showed that the most suitable reference genes for salt treatment were ACT and EF-Tu. Under drought stress, γ-TUB and UBC-E2 would be suitable for normalization. Under oxidative stress, the reference genes H3 and GAPDH worked well. Under heat stress, the reference genes EF-Tu and γ-TUB were suggested. Under extreme pH stress, UBC-E2 and H3 were appropriate reference genes. Under cadmium stress, the reference genes ACT and UBC-E2 functioned well. In different tissues, H3 and GTPBP1 were appropriate reference genes. The optimal internal reference genes when analyzing all samples were H3 and SAMDC. The expression level of HSP90 was studied to further validate the applicability of the genes identified in this study. It is the first systematic study of reference gene selection under various abiotic stresses for F. luteovirens. Thus, this study provides a valuable resource for the selection of reliable reference genes in F. luteovirens.

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What this paper is about

Quantitative real-time reverse transcription-polymerase chain reaction (RT-qPCR) is a sensitive technique for gene expression analysis, but accurate and reliable results depend on the stability of the reference genes. Floccularia luteovirens fungus is one of the rare edible fungi with high nutritional value found on the Qinghai-Tibet Plateau. However, research at the molecular level on this species is currently constrained due to the lack of reliable reference genes for this species. Thirteen potential reference genes (ACT, GAPDH, EF-Tu, SAMDC, UBI, CLN1, β-TUB, γ-TUB, GTP, H3, UBC, UBC-E2, and GTPBP1) were chosen for the present study, and their expression under various abiotic conditions was investigated. Stability of gene expression was tested using GeNorm, NormFinder, BestKeeper, Delta–Ct, and RefFinder. The results showed that the most suitable reference genes for salt treatment were ACT and EF-Tu. Under drought stress, γ-TUB and UBC-E2 would be suitable for normalization. Under oxidative stress, the reference genes H3 and GAPDH worked well. Under heat stress, the reference genes EF-Tu and γ-TUB were suggested. Under extreme pH stress, UBC-E2 and H3 were appropriate reference genes. Under cadmium stress, the reference genes ACT and UBC-E2 functioned well. In different tissues, H3 and GTPBP1 were appropriate reference genes. The optimal internal reference genes when analyzing all samples were H3 and SAMDC. The expression level of HSP90 was studied to further validate the applicability of the genes identified in this study. It is the first systematic study of reference gene selection under various abiotic stresses for F. luteovirens. Thus, this study provides a valuable resource for the selection of reliable reference genes in F. luteovirens.

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Available abstract

Quantitative real-time reverse transcription-polymerase chain reaction (RT-qPCR) is a sensitive technique for gene expression analysis, but accurate and reliable results depend on the stability of the reference genes. Floccularia luteovirens fungus is one of the rare edible fungi with high nutritional value found on the Qinghai-Tibet Plateau. However, research at the molecular level on this species is currently constrained due to the lack of reliable reference genes for this species. Thirteen potential reference genes (ACT, GAPDH, EF-Tu, SAMDC, UBI, CLN1, β-TUB, γ-TUB, GTP, H3, UBC, UBC-E2, and GTPBP1) were chosen for the present study, and their expression under various abiotic conditions was investigated. Stability of gene expression was tested using GeNorm, NormFinder, BestKeeper, Delta–Ct, and RefFinder. The results showed that the most suitable reference genes for salt treatment were ACT and EF-Tu. Under drought stress, γ-TUB and UBC-E2 would be suitable for normalization. Under oxidative stress, the reference genes H3 and GAPDH worked well. Under heat stress, the reference genes EF-Tu and γ-TUB were suggested. Under extreme pH stress, UBC-E2 and H3 were appropriate reference genes. Under cadmium stress, the reference genes ACT and UBC-E2 functioned well. In different tissues, H3 and GTPBP1 were appropriate reference genes. The optimal internal reference genes when analyzing all samples were H3 and SAMDC. The expression level of HSP90 was studied to further validate the applicability of the genes identified in this study. It is the first systematic study of reference gene selection under various abiotic stresses for F. luteovirens. Thus, this study provides a valuable resource for the selection of reliable reference genes in F. luteovirens.

Key concepts: Reference genes, Biology, Gene, Gene expression, Genetics, Housekeeping gene, Glyceraldehyde 3-phosphate dehydrogenase, Computational biology

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