| Literature DB >> 24586032 |
Tao Liu1, Xingye Xu1, Wenchuan Leng1, Ying Xue1, Jie Dong1, Qi Jin1.
Abstract
Trichophyton rubrum, an anthropophilic and cosmopolitan fungus, is the most common agent of superficial mycoses. In this study, T. rubrum infection was modelled by adding human skin sections to a limited medium containing glucose and cDNA microarrays were used to monitor T. rubrum gene expression patterns on a global level. We observed that exposure to human skin resulted in upregulation of the expression levels of T. rubrum genes related to many cellular and biological processes, including transcription and translation, metabolism and secondary transport, the stress response, and signalling pathways. These results provide a reference set of T. rubrum genes whose expression patterns change upon infection and reveal previously unknown genes that most likely correspond to proteins that should be considered as virulence factor candidates and potential new drug targets for T. rubrum infection.Entities:
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Year: 2014 PMID: 24586032 PMCID: PMC4042497 DOI: 10.1099/jmm.0.059386-0
Source DB: PubMed Journal: J Med Microbiol ISSN: 0022-2615 Impact factor: 2.472
Relative fold change for 15 genes listed determined by quantitative real-time RT-PCR and microarray hybridization results
Column R shows the fold change after adding human skin sections relative to LM, determined by quantitative real-time RT-PCR. Column M shows the fold change after adding human skin sections relative to LM, determined by the microarray hybridization results. The correlation coefficient (r) for these two technologies was calculated using SPSS 13.0 software.
| ESTs | Cluster | 0 h | 1 h | 3 h | 6 h | 12 h | ||||||
| R | M | R | M | R | M | R | M | R | M | |||
| DW685106 | I | 1 | 1 | 1.0324 | 0.5678 | 0.52159 | 1.07093 | 4.53154 | 2.91846 | 1.2781 | 0.26321 | 0.89 |
| EL788295 | IV | 1 | 1 | 1.20497 | 1.40535 | 0.92916 | 1.27826 | 7.12554 | 3.01009 | 1.18509 | 1.52157 | 0.976 |
| DW680891 | I | 1 | 1 | 1.31859 | 1.19658 | 0.82817 | 1.60904 | 2.16145 | 3.0985 | 0.46041 | 0.77202 | 0.884 |
| DW680904 | I | 1 | 1 | 0.993781 | 1.103348 | 0.56331 | 1.183078 | 2.540302 | 2.775284 | 1.585568 | 1.464977 | 0.929 |
| DW685928 | I | 1 | 1 | 0.959264 | 0.706954 | 1.624505 | 1.261124 | 1.58447 | 2.169198 | 1.024557 | 0.673213 | 0.801 |
| DW680574 | I | 1 | 1 | 0.984866 | 1.127878 | 0.628507 | 1.221062 | 2.760635 | 2.466178 | 1.071031 | 0.770112 | 0.906 |
| DW706077 | IV | 1 | 1 | 1.449947 | 1.466285 | 0.842063 | 1.236475 | 3.874473 | 3.165263 | 0.951978 | 1.872483 | 0.919 |
| DW678823 | I | 1 | 1 | 0.681601 | 1.245822 | 1.701727 | 1.2606 | 3.805273 | 2.114076 | 1.063633 | 1.089313 | 0.946 |
| DW679448 | IV | 1 | 1 | 1.330529 | 1.423327 | 0.541488 | 1.290017 | 2.270484 | 2.312821 | 1.138394 | 1.52867 | 0.875 |
| DW680706 | II | 1 | 1 | 0.986233 | 1.246938 | 0.315126 | 1.022999 | 1.91587 | 1.752762 | 2.040609 | 2.356341 | 0.891 |
| EL786224 | I | 1 | 1 | 3.228804 | 0.708054 | 0.571173 | 1.022053 | 5.490738 | 1.709587 | 1.313121 | 0.424985 | 0.646 |
| EL792939 | I | 1 | 1 | 2.363623 | 0.774499 | 0.566049 | 0.986895 | 5.43018 | 2.6246 | 2.16595 | 0.617136 | 0.831 |
| DW678242 | I | 1 | 1 | 1.139183 | 0.831055 | 0.384752 | 1.277211 | 5.333195 | 2.962537 | 2.475981 | 0.462158 | 0.765 |
| EL785855 | I | 1 | 1 | 1.504204 | 0.706083 | 0.428094 | 0.998018 | 3.292081 | 2.441484 | 1.135242 | 1.038479 | 0.871 |
| DW703795 | I | 1 | 1 | 1.201636 | 0.568963 | 0.741234 | 1.054972 | 2.171964 | 1.680151 | 0.455019 | 0.236967 | 0.815 |
Fig. 1. KMC clustering of microarray data and identification of genes with similar transcriptional profiles. (a) A total of 768 genes were clustered on the basis of their expression profiles when cultured with human skin sections relative to their expression profiles when cultured in LM across five time points. Each gene belonged to one of the four KMC clusters. Each gene’s expression values were standardized to have a median of 0 and an sd of 1 across the time points from 0 to 12 h. The lighter colour in the cluster dendrogram is correlated with a higher expression level. (b) Mean expression profiles of the genes within each cluster. To obtain each profile, a sum of the expression values across the five time points for each gene was standardized to 1. Next, the time-course values for all genes in each cluster were summed and the summed value for the five time points for each cluster was scaled to 1. log2(H/C): for each gene in KMC clusters, log2(H/C) refers to log2 (expression level cultured in human skin sections/expression level cultured in LM).
Functional annotation and cluster distribution of genes induced by human skin sections
Individual genes can take part in multiple biological processes. The detailed results are provided in Table S2. Detailed annotation and function characterization of the T. rubrum ESTs is also depicted in Table S1 and our T. rubrum database (http://www.mgc.ac.cn/TrED/).
| Biological process | Cluster I | Cluster II | Cluster III | Cluster IV |
| Metabolism | ||||
| Carbohydrate metabolic process and energy pathways | 48 | 11 | 3 | 15 |
| Protein metabolic process, proteolysis | 22 | 2 | 0 | 13 |
| Amino acid metabolic process | 35 | 6 | 1 | 6 |
| Lipid metabolic process | 8 | 3 | 1 | 4 |
| Nucleic acid metabolic process | 10 | 0 | 0 | 5 |
| Secondary metabolites | 6 | 3 | 2 | 4 |
| Cell organization and biogenesis | 9 | 3 | 1 | 0 |
| Cell division, reproduction | 12 | 4 | 10 | |
| Transcription | 17 | 10 | 2 | 5 |
| Translation and protein biosynthesis | 73 | 2 | 0 | 9 |
| Response | 5 | 4 | 0 | 5 |
| Regulation of biological process | 7 | 0 | 0 | 1 |
| Transport | 29 | 17 | 0 | 13 |
| Other | 25 | 13 | 1 | 11 |
| Biological process unknown | 132 | 57 | 50 | 52 |