Systematic identification and validation of the reference genes from 447 transcriptome datasets of moso bamboo (Phyllostachys edulis)

IF 5.7 1区 农林科学 Q1 HORTICULTURE Horticultural Plant Journal Pub Date : 2024-06-28 DOI:10.1016/j.hpj.2023.11.007
Yan Liu, Chenglei Zhu, Zeming Lin, Hui Li, Xiaolin Di, Xianghua Yue, Zhimin Gao
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Abstract

Bamboo was one of the first plants to be cultivated in China and is widely used in industry and daily life. The study of gene function has become an important part of bamboo breeding, whereas quantitative real-time PCR (qRT-PCR) is a powerful tool for gene expression analysis. The accuracy of qRT-PCR results largely depends on suitable reference genes. In this study, a transcriptome-wide identification of reference genes was conducted based on 447 transcriptome datasets, comprising 200 tissue samples, 107 treated samples, and 140 samples from various moso bamboo () forms. A total of 3444, 1013, and 3962 stably expressed genes were identified from these three groups, respectively. Functional enrichment analysis revealed significant enrichment of these genes in pathways, including the spliceosome, proteasome, and oxidative phosphorylation. Eight candidate genes (, , , , , , , and ), were selected for qRT-PCR validation using 112 samples. To assess their stability, five statistical methods (geNorm, NormFinder, BestKeeper, Delta-Ct, and RefFinder) were employed. The most suitable reference genes were and for different tissues, and for different treatments, and and for various moso bamboo forms. Overall, and were the most stable reference genes across all conditions, while and were the least stable reference genes. In addition, a significant negative correlation was found between the Ct values of RT-qPCR and the logTPM values from the transcriptome data (Ct = −1.534x + 37.221), providing a potential method for estimating gene expression levels. The identified reference genes, particularly and , provide a robust set of references for gene expression studies in moso bamboo.
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从 447 个毛竹转录组数据集中系统鉴定和验证参考基因
竹子是中国最早栽培的植物之一,被广泛应用于工业和日常生活中。基因功能研究已成为竹子育种的重要组成部分,而实时定量 PCR(qRT-PCR)是基因表达分析的有力工具。qRT-PCR 结果的准确性在很大程度上取决于合适的参考基因。本研究基于 447 个转录组数据集对参考基因进行了鉴定,其中包括 200 个组织样本、107 个处理样本和 140 个不同毛竹形态的样本。从这三类样本中分别鉴定出了 3444、1013 和 3962 个稳定表达的基因。功能富集分析表明,这些基因在剪接体、蛋白酶体和氧化磷酸化等通路中都有显著富集。利用 112 个样本,选择了 8 个候选基因(、、、、、、和)进行 qRT-PCR 验证。为了评估这些基因的稳定性,采用了五种统计方法(geNorm、NormFinder、BestKeeper、Delta-Ct 和 RefFinder)。最适合不同组织、不同处理和不同毛竹形态的参考基因分别是和。总体而言,和是所有条件下最稳定的参考基因,而和是最不稳定的参考基因。此外,RT-qPCR 的 Ct 值与转录组数据的 logTPM 值之间存在明显的负相关(Ct = -1.534x + 37.221),为估计基因表达水平提供了一种潜在的方法。已确定的参考基因,特别是 和 ,为毛竹基因表达研究提供了一套可靠的参考。
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来源期刊
Horticultural Plant Journal
Horticultural Plant Journal Environmental Science-Ecology
CiteScore
9.60
自引率
14.00%
发文量
293
审稿时长
33 weeks
期刊介绍: Horticultural Plant Journal (HPJ) is an OPEN ACCESS international journal. HPJ publishes research related to all horticultural plants, including fruits, vegetables, ornamental plants, tea plants, and medicinal plants, etc. The journal covers all aspects of horticultural crop sciences, including germplasm resources, genetics and breeding, tillage and cultivation, physiology and biochemistry, ecology, genomics, biotechnology, plant protection, postharvest processing, etc. Article types include Original research papers, Reviews, and Short communications.
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