{"title":"Systematic identification and validation of the reference genes from 447 transcriptome datasets of moso bamboo (Phyllostachys edulis)","authors":"Yan Liu, Chenglei Zhu, Zeming Lin, Hui Li, Xiaolin Di, Xianghua Yue, Zhimin Gao","doi":"10.1016/j.hpj.2023.11.007","DOIUrl":null,"url":null,"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.","PeriodicalId":13178,"journal":{"name":"Horticultural Plant Journal","volume":"203 1","pages":""},"PeriodicalIF":5.7000,"publicationDate":"2024-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Horticultural Plant Journal","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1016/j.hpj.2023.11.007","RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HORTICULTURE","Score":null,"Total":0}
引用次数: 0
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.
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.