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
{"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. Padder","doi":"10.1016/j.funbio.2024.03.008","DOIUrl":null,"url":null,"abstract":"<div><p><em>Phaseolus vulgaris L.</em>, 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 <em>Colletotrichum lindemuthianum</em> being a significant threat that leads to substantial losses<em>.</em> There is still a lack of understanding about the molecular basis of <em>C. lindemuthianum</em> 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 <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":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1878614624000308","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
引用次数: 0
Abstract
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.