| Literature DB >> 35336136 |
Denise Muehler1, Xiaojun Mao1, Stefan Czemmel2, Janina Geißert3, Christina Engesser3, Karl-Anton Hiller1, Matthias Widbiller1, Tim Maisch4, Wolfgang Buchalla1, Ali Al-Ahmad5, Fabian Cieplik1.
Abstract
Despite the widespread use of antiseptics such as chlorhexidine digluconate (CHX) in dental practice and oral care, the risks of potential resistance toward these antimicrobial compounds in oral bacteria have only been highlighted very recently. Since the molecular mechanisms behind antiseptic resistance or adaptation are not entirely clear and the bacterial stress response has not been investigated systematically so far, the aim of the present study was to investigate the transcriptomic stress response in Streptococcus mutans after treatment with CHX using RNA sequencing (RNA-seq). Planktonic cultures of stationary-phase S. mutans were treated with a sublethal dose of CHX (125 µg/mL) for 5 min. After treatment, RNA was extracted, and RNA-seq was performed on an Illumina NextSeq 500. Differentially expressed genes were analyzed and validated by qRT-PCR. Analysis of differential gene expression following pathway analysis revealed a considerable number of genes and pathways significantly up- or downregulated in S. mutans after sublethal treatment with CHX. In summary, the expression of 404 genes was upregulated, and that of 271 genes was downregulated after sublethal CHX treatment. Analysis of differentially expressed genes and significantly regulated pathways showed regulation of genes involved in purine nucleotide synthesis, biofilm formation, transport systems and stress responses. In conclusion, the results show a transcriptomic stress response in S. mutans upon exposure to CHX and offer insight into potential mechanisms that may result in development of resistances.Entities:
Keywords: CHX; RNA-seq; Streptococcus mutans; antibacterial; stress response; transcriptomics
Year: 2022 PMID: 35336136 PMCID: PMC8950716 DOI: 10.3390/microorganisms10030561
Source DB: PubMed Journal: Microorganisms ISSN: 2076-2607
Primer sequences for qRT-PCR.
| Target Gene | Sequence 5′-3′ | Product Size |
|---|---|---|
|
| F: GCACAAGAGTACGATGCCAGT | 119 bp |
| R: TCCCAAACAAGGTGATGCAGC | ||
| D820_RS03005 | F: CGTGGTTATCAAGTATCGTGTGA | 148 bp |
| R: AAAGAATTGGTCCTGCATCCA | ||
| D820_RS09005 | F: CAGTAGGTGCCGCTCAAACT | 128 bp |
| R: AAGTCCGCCGCCAAACATAT | ||
|
| F: GTGCCTTGCCCAAATCCCTT | 145 bp |
| R: ACATATTCACGACGCCAGCC | ||
|
| F: CGGAAGCAACTAAAGTCAGAGCG | 80 bp |
| R: TGGCACCGATGATTCACGTT |
Figure 1Principal component analysis (PCA) of gene expression in S. mutans untreated (UC, orange) or treated with CHX (turquoise). The plot shows the first two principal components (PC1 and PC2), which account for 79% and 10% of the total variation of the data, respectively. UC: untreated control.
Figure 2Volcano plot of differential gene expression of S. mutans treated with CHX versus untreated bacteria. Each point represents the average value of one transcript in five replicate experiments. The expression difference is considered significant for a multiple (FDR-based) adjusted p-value of 0.05 (light grey broken horizontal line). The list of DE genes was then further filtered for biological relevance by filtering on a log2 fold change of ≥1 and ≤−1 (red points, outer blue broken vertical lines). The top 20 DE genes based on log2 fold change are labelled.
The 10 most up- and downregulated genes in S. mutans upon sublethal CHX treatment. The full list of DE genes can be found in the Supplemental Table S1.
| Gene ID | Gene Name | Product | Log2 FC |
|
|---|---|---|---|---|
| D820_RS03005 | NA | PTS fructose transporter | −3.2 | 1.60 × 10−6 |
| D820_RS01705 | NA | tRNA-Thr | −3.1 | 2.46 × 10−4 |
| D820_RS03010 | NA | PTS mannitol/fructose, | −3.0 | 2.26 × 10−5 |
| D820_RS03000 | NA | PTS mannitol transporter | −3.0 | 6.57 × 10−6 |
| D820_RS02990 |
| Tagatose-6-phosphate kinase | −3.0 | 2.40 × 10−5 |
| D820_RS02995 |
| Tagatose-bisphosphate aldolase | −2.9 | 6.31 × 10−6 |
| D820_RS08540 | NA | tRNA-Ser | −2.8 | 6.90 × 10−3 |
| D820_RS02980 |
| Galactose-6-phosphate isomerase | −2.7 | 1.24 × 10−4 |
| D820_RS02985 |
| Galactose-6-phosphate isomerase | −2.7 | 1.43 × 10−4 |
| D820_RS03015 | NA | Lactose-specific phosphotransferase enzyme | −2.6 | 2.85 × 10−8 |
| D820_RS02805 |
| Glycogen synthase | 3.9 | 0.00 |
| D820_RS04685 | NA | ABC transporter | 4.0 | 0.00 |
| D820_RS06900 | NA | Hypothetical protein | 4.0 | 0.00 |
| D820_RS01630 | NA | 16S ribosomal RNA | 4.1 | 2.44 × 10−7 |
| D820_RS02745 | NA | ABC transporter | 4.1 | 0.00 |
| D820_RS02750 | NA | ABC transporter permease | 4.2 | 0.00 |
| D820_RS06905 |
| Antiholin | 4.4 | 0.00 |
| D820_RS07700 |
| Formate C-acetyltransferase | 4.5 | 0.00 |
| D820_RS0109785 | NA | 23S ribosomal RNA | 5.0 | 1.79 × 10−6 |
| D820_RS0109610 | NA | 23S ribosomal RNA | 6.5 | 5.73 × 10−6 |
FC: fold change; padj: adjusted p-value; NA: not applicable.
Differentially expressed genes in S. mutans upon CHX treatment related to stress response.
| Gene ID | Gene Name | Product | Log2 FC |
|
|---|---|---|---|---|
| D820_RS06120 |
| Peroxiredoxin | 1.1 | 1.50 × 10−6 |
| D820_RS06115 |
| Alkyl hydroperoxide reductase subunit F | 1.8 | 6.00 × 10−17 |
| D820_RS06685 |
| Superoxide dismutase | 1.6 | 1.71 × 10−6 |
| D820_RS07435 |
| Thioredoxin disulfide reductase | 1.1 | 5.15 × 10−4 |
| D820_RS05415 |
| 2-Cys-peroxiredoxine | 1.0 | 1.02 × 10−2 |
| D820_RS07050 | NA | DNA protection protein | 1.9 | 2.41 × 10−12 |
| D820_RS00990 |
| Co-Chaperone GroES | 1.1 | 8.15 × 10−6 |
| D820_RS00995 |
| Chaperone GroEL | 1.5 | 0.00 |
| D820_RS05270 | NA | ATP-dependent Clp protease ATP-binding subunit | 1.1 | 1.04 × 10−7 |
| D820_RS03310 |
| Clp proteinase ATP-binding subunit ClpB | 2.4 | 4.29 × 10−15 |
| D820_RS06955 | NA | ATP-dependent Clp protease ATP-binding subunit | 1.4 | 3.43 × 10−10 |
| D820_RS08310 |
| Agmatine deiminase | 1.3 | 1.27 × 10−14 |
| D820_RS08960 |
| Malate permease | 3.7 | 0.00 |
FC: fold change; padj: adjusted p-value; NA: not applicable.
Significantly up- and downregulated pathways in S. mutans upon CHX treatment.
| Pathway | Genes Involved in Pathway | ||
|---|---|---|---|
|
| |||
| Carboxylate degradation | D820_RS00885, D820_RS07700, D820_RS07305, D820_RS08215, D820_RS08265, D820_RS08275, D820_RS08270, D820_RS04975, D820_RS04980, D820_RS08965 | 5.00 × 10−5 | |
| 5-Aminoimidazole ribonucleotide biosynthesis | D820_RS09340, D820_RS09355, D820_RS09335, D820_RS09300, D820_RS09345 | 2.00 × 10−3 | |
| Glycan pathway | D820_RS07040, D820_RS02810, D820_RS02685, D820_RS02800, D820_RS02795, D820_RS02790, D820_RS02805 | 3.00 × 10−3 | |
| L-ascorbate degradation | D820_RS08215, D820_RS08265, D820_RS08275, D820_RS08270 | 6.00 × 10−3 | |
| L-histidine biosynthesis | D820_RS03965, D820_RS03970, D820_RS03955, D820_RS03950, D820_RS03960, D820_RS03940, D820_RS03930 | 7.00 × 10−3 | |
| Purine nucleotide biosynthesis | D820_RS04105, D820_RS04110, D820_RS04100, D820_RS09285, D820_RS09290, D820_RS09325, D820_RS09250, D820_RS08295, D820_RS09340, D820_RS09355, D820_RS09335, D820_RS09300, D820_RS09345 | 1.00 × 10−2 | |
| Inosine-5’-phosphate biosynthesis | D820_RS09285, D820_RS09290, D820_RS09325, D820_RS09250 | 2.00 × 10−2 | |
|
| |||
| Lactose degradation | D820_RS02995, D820_RS02980, D820_RS02985, D820_RS03025, D820_RS02990 | 4.00 × 10−6 | |
| Galactose degradation | D820_RS02995, D820_RS02980, D820_RS02985, D820_RS03025, D820_RS02990 | 4.00 × 10−6 | |
| Protein modification | D820_RS05715, D820_RS02255, D820_RS08010 | 2.00 × 10−2 | |
| L-phenylalanine biosynthesis | D820_RS03740, D820_RS07095 | 2.00 × 10−2 |
Validation of differentially expressed genes using qRT-PCR. Transcript levels of selected genes (Table 1) were corrected to gyrB. Each value (log2 fold change) is the median of five replicate PCR reactions.
| Gene | RNA-Seq | qRT-PCR |
|---|---|---|
| D820_RS03005 | −3.2 | −2.4 |
| D820_RS09005 | 3.3 | 3.4 |
|
| 3.4 | 2.5 |
|
| 3.9 | 4.0 |
Figure 3Schematic representation of a possible stress response in S. mutans to CHX treatment found in this study. Shown are the mechanisms described in the discussion in response to CHX treatment. Green: upregulated; red: downregulated; purple: up- and downregulated. Black arrows represent the links between different mechanisms. ROS: reactive oxygen species; PTS: phosphotransferase system; ABC: ATP-binding cassette; eDNA: extracellular DNA.