Zainab Rashid , Aasiya Nabi , Naziya Nabi , Irtifa Lateef , Qadrul Nisa , Tabia Fayaz , Gazala Gulzar , Adfar Bashir , M.D. Shah , Sajad M. Zargar , Imran Khan , Afsah Iqbal Nahvi , H. Itoo , Rafiq A. Shah , Bilal A. Padder
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A reverse transcription quantitative real-time PCR (qPCR) method can be used for virulence gene expression. However, this approach requires selecting appropriate reference genes to normalize relative gene expression data. Currently, there is no reference gene available for <em>C. lindemuthianum</em>. In this study, we selected eight candidate reference genes from the available genome of <em>C. lindemuthianum</em> to bridge the gap. These genes were <em>ACT</em> (Actin), <em>β-tub</em> (β-tubulin), <em>EF</em> (Elongation Factor), <em>Cyt C</em> (Cytochrome C), <em>His H3</em> (Histone H3), <em>CHS1</em> (Chitin synthetase), <em>GAPDH</em> (Glyceraldehyde-3-phosphate dehydrogenase) and <em>abfA</em> (Alpha-<span>l</span>-Arabinofuranosidase A). The primers for these candidate reference genes were able to amplify cDNA only from the pathogen, demonstrating their specificity. The qPCR efficiency of the primers ranged from 80% to 103%. We analyzed the stability of gene expression in <em>C. lindemuthianum</em> by exposing the mycelium to nine different stress conditions. We employed algorithms, such as GeNorm, NormFinder, BestKeeper, and RefFinder tools, to identify the most stable gene. The analysis using these tools revealed that <em>EF</em>, <em>GAPDH</em>, and <em>β-tub</em> most stable genes, while <em>ACT</em> and <em>CHS1</em> showed relatively low expression stability. A large number of potential effector genes have been identified through bioinformatics analysis in <em>C. lindemuthianum</em>. The stable genes for qPCR (<em>EF</em> and <em>GAPDH</em>) discovered in this study will aid the scientific community in determining the relative expression of <em>C. lindemuthianum</em> effector genes.</p></div>","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Selection of stable reference genes for qPCR expression of Colletotrichum lindemuthianum, the bean anthracnose pathogen\",\"authors\":\"Zainab Rashid , Aasiya Nabi , Naziya Nabi , Irtifa Lateef , Qadrul Nisa , Tabia Fayaz , Gazala Gulzar , Adfar Bashir , M.D. Shah , Sajad M. Zargar , Imran Khan , Afsah Iqbal Nahvi , H. Itoo , Rafiq A. Shah , Bilal A. 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引用次数: 0
摘要
蚕豆(Phaseolus vulgaris L.)俗称蚕豆,是一种营养价值极高的作物,常被称为 "穷人的肉"。然而,它在整个种植季节都容易感染各种病害,其中由 Colletotrichum lindemuthianum 引起的炭疽病是导致重大损失的主要威胁。人们对 C. lindemuthianum 致病性的分子基础仍然缺乏了解。要了解这一点,首先要确定在普通豆类感染过程中表达较多的致病基因。可采用反转录实时定量 PCR(qPCR)方法来检测致病基因的表达。不过,这种方法需要选择适当的参考基因来归一化相对基因表达数据。目前,还没有针对 C. lindemuthianum 的参考基因。在这项研究中,我们从现有的 C. lindemuthianum 基因组中选择了 8 个候选参考基因来弥补这一差距。这些基因是:ACT(肌动蛋白)、β-tub(β-微管蛋白)、EF(伸长因子)、Cyt C(细胞色素 C)、His H3(组蛋白 H3)、CHS1(几丁质合成酶)、GAPDH(甘油醛-3-磷酸脱氢酶)和 abfA(α-l-阿拉伯呋喃糖苷酶 A)。这些候选参考基因的引物只能扩增病原体的 cDNA,这证明了它们的特异性。引物的 qPCR 效率在 80% 到 103% 之间。我们将菌丝暴露在九种不同的胁迫条件下,分析了 C. lindemuthianum 基因表达的稳定性。我们采用了 GeNorm、NormFinder、BestKeeper 和 RefFinder 工具等算法来确定最稳定的基因。利用这些工具进行的分析表明,EF、GAPDH和β-tub是最稳定的基因,而ACT和CHS1的表达稳定性相对较低。通过生物信息学分析,在 C. lindemuthianum 中发现了大量潜在的效应基因。本研究发现的 qPCR 稳定基因(EF 和 GAPDH)将有助于科学界确定 C. lindemuthianum 效应基因的相对表达。
Selection of stable reference genes for qPCR expression of Colletotrichum lindemuthianum, the bean anthracnose pathogen
Phaseolus vulgaris L., commonly known as the common bean, is a highly nutritious crop often called the "poor man's meat”. However, it is susceptible to various diseases throughout the cropping season, with anthracnose caused by Colletotrichum lindemuthianum being a significant threat that leads to substantial losses. There is still a lack of understanding about the molecular basis of C. lindemuthianum pathogenicity. The first step in understanding this is to identify pathogenicity genes that express more during infection of common beans. A reverse transcription quantitative real-time PCR (qPCR) method can be used for virulence gene expression. However, this approach requires selecting appropriate reference genes to normalize relative gene expression data. Currently, there is no reference gene available for C. lindemuthianum. In this study, we selected eight candidate reference genes from the available genome of C. lindemuthianum to bridge the gap. These genes were ACT (Actin), β-tub (β-tubulin), EF (Elongation Factor), Cyt C (Cytochrome C), His H3 (Histone H3), CHS1 (Chitin synthetase), GAPDH (Glyceraldehyde-3-phosphate dehydrogenase) and abfA (Alpha-l-Arabinofuranosidase A). The primers for these candidate reference genes were able to amplify cDNA only from the pathogen, demonstrating their specificity. The qPCR efficiency of the primers ranged from 80% to 103%. We analyzed the stability of gene expression in C. lindemuthianum by exposing the mycelium to nine different stress conditions. We employed algorithms, such as GeNorm, NormFinder, BestKeeper, and RefFinder tools, to identify the most stable gene. The analysis using these tools revealed that EF, GAPDH, and β-tub most stable genes, while ACT and CHS1 showed relatively low expression stability. A large number of potential effector genes have been identified through bioinformatics analysis in C. lindemuthianum. The stable genes for qPCR (EF and GAPDH) discovered in this study will aid the scientific community in determining the relative expression of C. lindemuthianum effector genes.