Mona A. Salem, Hanzada T. Nour El-Din, Abdelgawad M. Hashem, Ramy K. Aziz
{"title":"利用计算分析和转座子突变对大肠杆菌中偶氮R表达调控的基因组规模研究","authors":"Mona A. Salem, Hanzada T. Nour El-Din, Abdelgawad M. Hashem, Ramy K. Aziz","doi":"10.1007/s00248-024-02380-5","DOIUrl":null,"url":null,"abstract":"<p>Bacterial azoreductases are enzymes that catalyze the reduction of ingested or industrial azo dyes. Although azoreductase genes have been well identified and characterized, the regulation of their expression has not been systematically investigated. To determine how different factors affect the expression of <i>azoR</i>, we extracted and analyzed transcriptional data from the Gene Expression Omnibus (GEO) resource, then confirmed computational predictions by quantitative reverse transcription polymerase chain reaction (qRT-PCR). Results showed that <i>azoR</i> expression was lower with higher glucose concentration, agitation speed, and incubation temperature, but higher at higher culture densities. Co-expression and clustering analysis indicated ten genes with similar expression patterns to a<i>zoR</i>: <i>melA</i>, <i>tpx</i>, <i>yhbW</i>, <i>yciK</i>, <i>fdnG</i>, <i>fpr</i>, <i>nfsA</i>, <i>nfsB</i>, <i>rutF</i>, and <i>chrR</i> (<i>yieF</i>). In parallel, constructing a random transposon library in <i>E. coli</i> K-12 and screening 4320 of its colonies for altered methyl red (MR)-decolorizing activity identified another set of seven genes potentially involved in <i>azoR</i> regulation. Among these genes, <i>arsC</i>, <i>relA</i>, <i>plsY</i>, and <i>trmM</i> were confirmed as potential <i>azoR</i> regulators based on the phenotypic decolorization activity of their transposon mutants, and the expression of <i>arsC</i> and <i>relA</i> was confirmed, by qRT-PCR, to significantly increase in <i>E. coli</i> K-12 in response to different MR concentrations. Finally, the significant decrease in <i>azoR</i> transcription upon transposon insertion in <i>arsC</i> and <i>relA</i> (as compared to its expression in wild-type <i>E. coli</i>) suggests their probable involvement in <i>azoR</i> regulation. In conclusion, combining in silico analysis and random transposon mutagenesis suggested a set of potential regulators of <i>azoR</i> in <i>E. coli</i>.</p>","PeriodicalId":18708,"journal":{"name":"Microbial Ecology","volume":"103 1","pages":""},"PeriodicalIF":3.3000,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Genome-Scale Investigation of the Regulation of azoR Expression in Escherichia coli Using Computational Analysis and Transposon Mutagenesis\",\"authors\":\"Mona A. Salem, Hanzada T. Nour El-Din, Abdelgawad M. Hashem, Ramy K. Aziz\",\"doi\":\"10.1007/s00248-024-02380-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Bacterial azoreductases are enzymes that catalyze the reduction of ingested or industrial azo dyes. Although azoreductase genes have been well identified and characterized, the regulation of their expression has not been systematically investigated. To determine how different factors affect the expression of <i>azoR</i>, we extracted and analyzed transcriptional data from the Gene Expression Omnibus (GEO) resource, then confirmed computational predictions by quantitative reverse transcription polymerase chain reaction (qRT-PCR). Results showed that <i>azoR</i> expression was lower with higher glucose concentration, agitation speed, and incubation temperature, but higher at higher culture densities. Co-expression and clustering analysis indicated ten genes with similar expression patterns to a<i>zoR</i>: <i>melA</i>, <i>tpx</i>, <i>yhbW</i>, <i>yciK</i>, <i>fdnG</i>, <i>fpr</i>, <i>nfsA</i>, <i>nfsB</i>, <i>rutF</i>, and <i>chrR</i> (<i>yieF</i>). In parallel, constructing a random transposon library in <i>E. coli</i> K-12 and screening 4320 of its colonies for altered methyl red (MR)-decolorizing activity identified another set of seven genes potentially involved in <i>azoR</i> regulation. Among these genes, <i>arsC</i>, <i>relA</i>, <i>plsY</i>, and <i>trmM</i> were confirmed as potential <i>azoR</i> regulators based on the phenotypic decolorization activity of their transposon mutants, and the expression of <i>arsC</i> and <i>relA</i> was confirmed, by qRT-PCR, to significantly increase in <i>E. coli</i> K-12 in response to different MR concentrations. Finally, the significant decrease in <i>azoR</i> transcription upon transposon insertion in <i>arsC</i> and <i>relA</i> (as compared to its expression in wild-type <i>E. coli</i>) suggests their probable involvement in <i>azoR</i> regulation. In conclusion, combining in silico analysis and random transposon mutagenesis suggested a set of potential regulators of <i>azoR</i> in <i>E. coli</i>.</p>\",\"PeriodicalId\":18708,\"journal\":{\"name\":\"Microbial Ecology\",\"volume\":\"103 1\",\"pages\":\"\"},\"PeriodicalIF\":3.3000,\"publicationDate\":\"2024-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Microbial Ecology\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1007/s00248-024-02380-5\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ECOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Microbial Ecology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1007/s00248-024-02380-5","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ECOLOGY","Score":null,"Total":0}
Genome-Scale Investigation of the Regulation of azoR Expression in Escherichia coli Using Computational Analysis and Transposon Mutagenesis
Bacterial azoreductases are enzymes that catalyze the reduction of ingested or industrial azo dyes. Although azoreductase genes have been well identified and characterized, the regulation of their expression has not been systematically investigated. To determine how different factors affect the expression of azoR, we extracted and analyzed transcriptional data from the Gene Expression Omnibus (GEO) resource, then confirmed computational predictions by quantitative reverse transcription polymerase chain reaction (qRT-PCR). Results showed that azoR expression was lower with higher glucose concentration, agitation speed, and incubation temperature, but higher at higher culture densities. Co-expression and clustering analysis indicated ten genes with similar expression patterns to azoR: melA, tpx, yhbW, yciK, fdnG, fpr, nfsA, nfsB, rutF, and chrR (yieF). In parallel, constructing a random transposon library in E. coli K-12 and screening 4320 of its colonies for altered methyl red (MR)-decolorizing activity identified another set of seven genes potentially involved in azoR regulation. Among these genes, arsC, relA, plsY, and trmM were confirmed as potential azoR regulators based on the phenotypic decolorization activity of their transposon mutants, and the expression of arsC and relA was confirmed, by qRT-PCR, to significantly increase in E. coli K-12 in response to different MR concentrations. Finally, the significant decrease in azoR transcription upon transposon insertion in arsC and relA (as compared to its expression in wild-type E. coli) suggests their probable involvement in azoR regulation. In conclusion, combining in silico analysis and random transposon mutagenesis suggested a set of potential regulators of azoR in E. coli.
期刊介绍:
The journal Microbial Ecology was founded more than 50 years ago by Dr. Ralph Mitchell, Gordon McKay Professor of Applied Biology at Harvard University in Cambridge, MA. The journal has evolved to become a premier location for the presentation of manuscripts that represent advances in the field of microbial ecology. The journal has become a dedicated international forum for the presentation of high-quality scientific investigations of how microorganisms interact with their environment, with each other and with their hosts. Microbial Ecology offers articles of original research in full paper and note formats, as well as brief reviews and topical position papers.