Dual effects of single-walled carbon nanotubes coupled with near-infrared radiation on Bacillus anthracis spores: inactivates spores and stimulates the germination of surviving spores
© Dong et al.; licensee BioMed Central Ltd. 2013
Received: 19 June 2013
Accepted: 17 August 2013
Published: 21 August 2013
Bacillus anthracis is a pathogen that causes life-threatening disease--anthrax. B. anthracis spores are highly resistant to extreme temperatures and harsh chemicals. Inactivation of B. anthracis spores is important to ensure the environmental safety and public health. The 2001 bioterrorism attack involving anthrax spores has brought acute public attention and triggered extensive research on inactivation of B. anthracis spores. Single-walled carbon nanotubes (SWCNTs) as a class of emerging nanomaterial have been reported as a strong antimicrobial agent. In addition, continuous near infrared (NIR) radiation on SWCNTs induces excessive local heating which can enhance SWCNTs’ antimicrobial effect. In this study, we investigated the effects of SWCNTs coupled with NIR treatment on Bacillus anthracis spores.
Results and discussion
The results showed that the treatment of 10 μg/mL SWCNTs coupled with 20 min NIR significantly improved the antimicrobial effect by doubling the percentage of viable spore number reduction compared with SWCNTs alone treatment (88% vs. 42%). At the same time, SWCNTs-NIR treatment activated the germination of surviving spores and their dipicolinic acid (DPA) release during germination. The results suggested the dual effect of SWCNTs-NIR treatment on B. anthracis spores: enhanced the sporicidal effect and stimulated the germination of surviving spores. Molecular level examination showed that SWCNTs-NIR increased the expression levels (>2-fold) in 3 out of 6 germination related genes tested in this study, which was correlated to the activated germination and DPA release. SWCNTs-NIR treatment either induced or inhibited the expression of 3 regulatory genes detected in this study. When the NIR treatment time was 5 or 25 min, there were 3 out of 7 virulence related genes that showed significant decrease on expression levels (>2 fold decrease).
The results of this study demonstrated the dual effect of SWCNTs-NIR treatment on B. anthracis spores, which enhanced the sporicidal effect and stimulated the germination of surviving spores. SWCNTs-NIR treatment also altered the expression of germination, regulatory, and virulence-related genes in B. anthracis.
KeywordsSingle walled carbon nanotubes Bacillus anthracis spores Near infrared radiation Germination Dipicolinic acid Gene expression
Bacillus anthracis is a pathogen that causes life-threatening disease--anthrax. B. anthracis spores are highly resistant to extreme temperatures and harsh chemicals. The dormancy of spores can remain decades or even centuries until the opportunity for infection arises. Animals can be infected by spores through inhalation and grazing. Humans may develop cutaneous anthrax through the exposure of skin to infected animals, or ingestion anthrax through eating contaminated food, or inhalation anthrax by breathing in the spores or materials contaminated with the spores.
Inactivation of B. anthracis spores is important to ensure the environmental safety and public health. The 2001 bioterrorism attack involving anthrax spores have brought acute public attention and triggered extensive research on inactivation of B. anthracis spores. Common antimicrobial agents including bleach, chlorine dioxide, hydrogen peroxide, paraformaldehyde, were used in federal decontamination responses to the bioterrorism attack. Whitney et al. reviewed much of the available literature on the inactivation of Bacillus spores that is relevant to the inactivation of B. anthracis. However, because the efficiencies of many of these methods were determined using Bacillus species other than B. anthracis, a number of methods and reagents that reportedly killed B. anthracis spores suffered from low efficacy. The high lethality, resistivity, aerosolization ability, and the potential to be a bioterrorism agent, have heightened the research interest in the development of new sporicidal agents/methods for inactivating B. anthracis spores.
Single-walled carbon nanotubes (SWCNTs) as a class of emerging nanomaterial have been reported as a strong antimicrobial agent. Kang et al. reported the first direct evidence of SWCNTs’ strong antimicrobial activity to bacterial cells. Since then, a number of studies have been reported on the antimicrobial effects of carbon nanotubes (CNTs) and the following related influence factors, including CNT diameter, length, aggregation, concentration[6, 7], CNTs’ surface groups, buffer solution, and bacterial species, contact time and intensity[6–8]. Dong et al. reported that SWCNTs might be an effective alternative to antibiotics in dealing with drug-resistant and multidrug-resistant bacterial strains because of the physical mode of bactericidal action that SWCNTs display. Our most recent study showed that SWCNTs exhibited antimicrobial activity to B. anthracis vegetative cells at the similar level to other bacterial species. The mechanisms of SWCNT’s antimicrobial activity to bacterial cells depended essentially on the direct contact resulting in cell membrane damage[3, 5, 7], but also included oxidative stresses due to direct oxidation of cellular components, and secondary oxidation of cellular lipid bilayer by reactive oxygen species[4, 11–14].
However, only a limited number of studies have been published regarding the interactions between SWCNTs and bacterial spores. Spores are structurally different from vegetative cells. B. anthracis spores are encased in a thick multilayered coat, which is further surrounded by the exosporium. The exosporium is composed of a paracrystalline basal layer with a hexagonal lattice structure and a hair-like outer region. Monosaccharide -functionalized SWCNTs interacted with B. anthracis spores with the mediation of a divalent cation such as Ca2+ to form significant spore aggregation. SWCNTs showed high adsorption affinity towards B. subtilis spores. The use of aggregation formed between SWCNTs and spores was investigated for the removal of Bacillus spores from environment. Notably, these studies did not mention the antimicrobial effect of SWCNTs on Bacillus spores. Our recent studies have initiated the study of SWCNTs’ action on B. anthracis spores and found that SWCNTs did not exhibit antimicrobial effect to bacterial spores in deionized water suspensions at concentrations less than 150 μg/mL. Considering the protective structure of bacterial spores and the mechanisms of SWCNTs inactivating bacterial cells, it is not surprising that SWCNTs showed little antimicrobial effect to B. anthracis spores.
Fortunately, besides its intrinsic antimicrobial activity, SWCNTs possess other properties that can be used in combination to enhance its antimicrobial activity. For example, SWCNTs show strong absorbance to 700- to 1100-nm NIR light and then convert it into heat, while biological systems are transparent at this wavelength range. Continuous NIR radiation on SWCNT-internalized cells can cause cell death because of excessive local heating to SWCNTs. Recent results with bacterial cells (Salmonella) showed that SWCNTs-NIR treatment resulted in a 3-fold decrease in viable cells compared to SWCNTs alone.
In this study, we investigated the antimicrobial effects of SWCNTs-NIR treatment on the inactivation of B. anthracis spores and the germination of surviving B. anthracis spores in comparison to SWCNTs alone, and examined the alterations at the molecular level upon the SWCNTs-NIR treatment to B. anthracis spores, including the transcriptional expression levels of germination-related genes, regulatory genes, and virulence related genes.
Results and discussion
The NIR absorbance characteristics of SWCNTs
The effect of SWCNTs-NIR treatment on inactivation of B. anthracis spores
In contrast to SWCNTs alone, SWCNTs with NIR significantly reduced the viable spore numbers (P < 0.05) compared to the SWCNTs-treated samples and the untreated sample, while a 20 min-NIR treatment without SWCNTs displayed no effect on viable spore numbers (Figure 2). For example, using 10 μg/mL SWCNTs, the viable spore number decreased 42% without NIR and decreased 88% with co-treatment of NIR. When SWCNTs concentration was increased to 100 μg/mL, SWCNTs-NIR co-treatment reduced the viable spore number by 95%. The results clearly demonstrated that co-treatment of SWCNTs with NIR enhanced the spore inactivation compared to SWCNTs alone treatment, although SWCNTs-NIR treatment did not exhibit a strong dependence on SWCNTs’ concentration.
The results indicated that SWCNTs alone or SWCNTs-NIR treatment exhibited the antimicrobial activity on B. anthracis spores at the concentration 10 μg/ml SWCNTs, but their activity did not further increase with increasing concentration of SWCNTs from 10 μg/mL to 100 μg/mL. Previous results using scanning electron microscopy (SEM) test showed that in this concentration range, spores were not saturated with SWCNTs in terms of surface coverage/interactions. In the SWCNTs-NIR treatment, the inactivation efficiency did not increase with the NIR treatment time beyond 5 min treatment time. Both observations were different from the observation on SWCNTs-NIR treatment to bacterial cells. This may be due to the more protective structure of spores than bacterial cells and the limited capacity/function of SWCNTs and SWCNTs-NIR in the inactivation of spores. Further research will be necessary for more detailed mechanisms.
Effect of SWCNTs-NIR treatment on spore germination
The growth of SWCNTs-NIR pretreated B. anthracis spores
DPA release from B. anthracis spores treated with SWCNTs and SWCNTs-NIR
Spore germination is the first crucial step in the return of B. anthracis spore to vegetative growth leading to its pathogenicity. The germination process includes several steps: release of spore H+, release of dipicolinic acid (DPA) and its associate divalent cations, replacement of DPA by water, hydrolysis of the spore’s cortex, and swelling of the spore core. DPA release is one of the early events that can be used to evaluate the germination of spores. To evaluate the effect of SWCNTs concentration on spore germination, the kinetics of relative fluorescence unit (RFU) changes based on DPA releases were monitored by the Tb-DPA method suitable for rapidly detecting spore germination immediately after treatment.
Figure 6B shows that kinetics of DPA release from B. anthracis spores (3.6 × 107) treated with SWCNTs (20 μg/mL) coupled with different time periods of NIR treatment, in terms of the RFU vs. germination time. All the samples reached the maximal RFU at a similar time, indicating that the NIR treatment time did not affect the kinetics of DPA release from the spore samples. The maximal DPA levels released at 60 min of germination for all the SWCNTs-NIR treated samples were very close (RFU values ranging from 136009 to 152365), and did not show a clear trend in relation to the NIR treatment time. This was correlated to the non-significantly different viable spore numbers in these samples (shown Figure 3). However, the sample treated with SWCNTs alone did not show the highest level of DPA release compared to all SWCNTs-NIR treated samples, although the viable spore number in SWCNTs-treated sample was significantly higher than those in SWCNTs-NIR treated samples (shown in Figure 3). The possible reason for this result was that the SWCNTs-NIR treatment stimulated the germination and increased DPA release from the surviving spores which compensated the effect of less viable spores in the SWCNTs-NIR treated samples.
Alterations in the expression levels of germination, regulation and virulence related genes in B. anthracis spores treated with SWCNTs-NIR
The expressions of germination-related genes are essential for the germination step. Spore germination has been studied intensively. Recently, 31 genes required for B. anthracis sporulation and germination were identified. A few studies have been reported on how the expression of sporulation and germination related genes in B. anthracis spores are affected under different physical intervention techniques, such as heat treatment, pasteurization, and microfiltration. Spore germination process is initiated by germinants, which are believed to bind to germination (Ger) receptors in most cases[36, 37]. The Ger receptor genes are organized mostly as tricistronic operons that encode three distinct membrane-associated proteins[37, 38]. In B. anthracis, genome sequencing revealed six genomic (gerA, gerH, gerK, gerL, gerS, and gerY) and one plasmidic (gerX) ger receptor operons. Gene gerN (BA1639) encodes germination protein GerN which is a homolog of a widely distributed family of cation transporters, and is required for spore germination with inosine. Among these germination related genes, we selected six genes to examine their expression levels, including ger HC, gerKB, gerLA, gerLB, ger YA, and gerN.
Fold changes of gene expression after different treatments on B. anthracis Sterne spores
SWCNTs-NIR 5 min
SWCNTs-NIR 25 min
Germination related genes
20.50 ± 0.84
20.31 ± 0.96
19.45 ± 0.71
22.61 ± 1.04
22.60 ± 0.99
21.54 ± 0.42
19.80 ± 0.78
20.58 ± 0.27
20.83 ± 0.30
21.74 ± 1.32
19.51 ± 0.91
21.31 ± 0.33
20.84 ± 1.14
20.64 ± 0.54
20.61 ± 1.01
21.27 ± 1.12
20.50 ± 0.92
23.17 ± 3.60
22.48 ± 0.39
23.36 ± 0.47
23.64 ± 0.66
21.85 ± 0.18
23.15 ± 0.46
22.61 ± 0.82
22.36 ± 0.30
20.75 ± 0.80
21.39 ± 0.14
Virulence related genes
21.91 ± 0.15
23.02 ± 0.13
23.79 ± 0.41
22.74 ± 0.33
23.38 ± 0.14
24.74 ± 0.18
21.45 ± 0.52
22.35 ± 0.24
23.07 ± 0.34
22.59 ± 0.34
22.14 ± 0.17
22.75 ± 0.22
22.62 ± 0.13
22.83 ± 0.20
22.63 ± 0.30
23.51 ± 0.74
24.92 ± 0.19
23.23 ± 0.23
23.78 ± 0.06
26.13 ± 0.89
24.30 ± 0.10
Upon the treatment of 20 μg/mL SWCNTs coupled with different time of NIR treatment, the expression levels of the six tested germination-related genes were changed with various folds, and the results were related to the NIR treatment time. The expression level of gerHC stayed the same compared to that of the untreated samples regardless of the NIR treatment time. The gerKB gene increased its expression level to 1.7 fold upon SWCNTs with 5 min NIR treatment, and decreased to the value of 0.26 fold of the control samples upon SWCNTs with 25 min NIR treatment. GerK acts cooperatively with GerB nutrient receptor to trigger germination with L-asparagine plus a mixture of glucose, fructose, and K + (GFK) and also with L-alanine plus GFK[29, 38]. These results suggested that in the presence of SWCNTs, shorter time NIR treatment (5 min) slightly activated the gerKB expression, but longer NIR treatment (25 min) inhibited its expression. gerN exhibited the similar trend to gerKB but with higher magnitude of changes, its expression level increased 4.7 fold upon SWCNTs with 5 min NIR treatment, and returned to 1.4 fold upon 25 min NIR treatment. gerLA and gerLB showed the same alteration trend that their expression levels almost did not change upon SWCNTs with 5 min NIR treatment but increased by 2 fold upon SWCNTs with 25 min NIR treatment. In B. anthracis, the GerL and GerK receptors are jointly required for the alanine germination pathway. gerYA was the only one out of the six tested germination-related genes that decreased with NIR treatment. The gerY operon was found to be dispensable for recognition of all known germinant molecules in B. anthracis, but the role of GerY in B. anthracis spore germination is not clarified.
The detailed mechanisms of why the expression levels of some of the germination-related genes were increased, while some of them were decreases or stayed the same is not clear. -These molecular level changes might affect the germination of spores (including the release of DPA) and the lag phases in their growths for those SWCNTs-treated samples which we observed.
Besides the germination-related genes, we also examined the expression levels of three regulatory genes, atxA, pag R, GBAA1941, and seven virulence-related genes, cya, lef, pagA, purF, srtB, BGAA0797, and GBAA5564, upon SWCNTs-NIR treatment. These genes are important during the early infection of B. anthracis. Among the three regulatory genes, AtxA was isolated as a toxin gene activator 15 years ago and shown to be a B. anthracis master regulator. AtxA controls the expression of more than a hundred genes belonging to all genetic elements, the chromosome and both virulence plasmids, including those encoding the major virulence factors. AtxA is a transcriptional activator that controls the expression of three toxin genes, including the genes pagA, cya, and lef which encode the toxin component protective antigen (PA), edema factor (EF), and lethal factor (LF), respectively. PagR is a transcriptional repressor in B. anthracis that controls the chromosomal S-layer genes eag and sap, and down regulates the pagA gene by direct binding to their promoter regions. GBAA1941 gene is a putative regulatory gene and its product shares significant homology with a family of transcriptional regulators (MarR) which includes proteins critical for control of virulence factor production, bacterial response to antibiotic and oxidative stresses and catabolism of environmental aromatic compounds. GBAA1941 locus is important for B. anthracis pathogenesis. As shown in Table 1, upon SWCNTs-NIR treatment, the expression levels of atxA and pagR decreased to about half compared to that of the untreated samples regardless of the NIR treatment time, while GBAA1941 gene increased its expression level by 3.05-and 1.96-fold at the NIR time 5 min and 25 min, respectively. The results suggested that SWCNTs-NIR treatment caused alterations in regulatory genes in B. anthracis spores, but the alteration levels varied in different regulatory genes depending on the functions of these genes in relation to the treatment.
In view of the expression levels of virulence genes, three toxin genes, cya, lef, and pagA, which are regulated by atxA gene decreased their expression levels accordantly to 0.46 -0.64 folds upon SWCNTs with 5 min NIR treatment, and to 0.25-0.33 folds upon 25 min NIR treatment. The alteration in the expression level of pagA after treatments was also correlated to the down regulation of the pagR gene. Gene GBAA5564 encodes a conserved hypothetical protein usually highly expressed during early infection. Gene GBAA0797 encodes permease protein of the ABC transporter. The SWCNTs-NIR treatments on spores did not show significant effects on the expression levels of either GBAA5564 or GBAA0797 (varying from 0.86 to 1.37 folds). Gene srtB encodes sortase which is an enzyme possibly critical in the early stages of inhalation anthrax. The disruption of srtB had no effect on the ability of the bacteria to grow in rich culture media, but mutations in this gene dramatically attenuated growth of the bacterium in J774A.1 cells. Gene purF encodes amidophosphoribosyltransferase which is an enzyme in purine nucleotide biosynthetic process. Upon SWCNTs-NIR treatment, 5 min treatment showed significant inhibition effect on srtB expression in B. anthracis spores, decreasing the expression level to 0.2 fold (5 min) of the control samples. The SWCNTs-NIR 5 min treatment also significantly inhibited purF expression to 0.37 fold of the control samples, but 25 min treatment did not show obvious effects on this gene (1.21 fold).
In summary, SWCNTs-NIR treatments significantly decreased the expression levels of 3 out of 7 detected virulence-related genes and 1 out of 3 detected regulatory genes when the NIR time was 5 or 25 min. No obvious increase was observed in any of the tested virulence-related genes. However, only a very small number of genes were examined in this study.
We have investigated the effect of SWCNTs-NIR treatment on B. anthracis spores. At 10 μg/mL, SWCNTs alone only exhibited little sporicidal effect on B. anthracis spores, while SWCNTs coupled with 20 min NIR significantly improved the antimicrobial effect by doubling the percentage of viable spore number reduction compared with SWCNTs alone treatment (88% vs. 42%). The SWCNTs-NIR treated samples showed slightly more rapid growth, and released similar level of DPA during germination despite the less viable spores in them. The results suggested the dual effect of SWCNTs-NIR treatment on B. anthracis spores, which enhanced the sporicidal effect and stimulated the germination of surviving spores. Molecular level examination showed that SWCNTs-NIR treatment altered the expression of germination, regulatory, and virulence-related genes in B. anthracis. The alterations in germination-related genes were correlated with the stimulated germination of surviving spores (including the release of DPA).
Materials and methods
Suspensions of SWCNTs (with surface group -OH) in deionized (DI) water with varied length of 1-5 μm at concentration of 1 mg/mL were purchased from Nanolab, Inc. (Newton, MA). According to the manufacturer report, SWCNTs were produced using a chemical vapor deposition process with high yield and purity, with little or no amorphous carbon. The data of the energy-dispersive X-ray spectroscopy analysis conducted by means of SEM (SEM-EDX) provided by the manufacturer indicated that the SWCNTs contain 95.93% weight percentage of carbon and 4.07% of other elements (Na, Al, Si, S, and Fe). Based on the SEM and TEM images of SWCNTs, the products presented clusters in the nanotube bundles and terminals which most likely were the catalyst metals used in SWCNTs synthesis. The presence of catalyst clusters in SWCNTs was observed in products used in studies by other researchers[46, 47], but low concentrations of residual catalysts in CNT products were uncorrelated to CNTs’ toxicity to bacterial cells[3, 4, 48, 49].
B. anthracis spore preparations
B. anthracis spores were prepared and purified using the similar procedure as previous reported. One colony of B. anthracis Sterne 34 F2 (Colorado Serum Company, Denver, CO) from a Luria-Bertani (LB) agar plate was used to inoculate 25 mL Disfco Sporulation Medium (DSM). The inoculum was incubated in a shaker incubator at 37°C with agitation of 225 rpm until mid-log phase, followed by adding 225 mL of pre-warmed (37°C) fresh DSM. The culture was incubated in the shaker incubator until > 95% of the culture were free spores. To purify the spores, the spore culture was first heated at 70°C for 20 min to kill the remaining vegetative cells, and then centrifuged at 8,000 × g at 4°C for 10 min. The pellet was washed with cold (4°C) DI water eight times to remove cell debris. The purified spores were suspended in 4°C DI water and stored at 4°C. Before each experiment, desired volume of the stock spores were washed with 4°C DI water twice for further use.
SWCNTs and NIR laser treatment on B. anthracis spores
Aliquots of 150 μL B. anthracis spore suspension in DI water with concentrations of ~105 to 106 cfu/mL were introduced into 1.5 mL eppendorf centrifuge tubes. The samples were added with desired volumes (2 to 20 μL) of SWCNTs, and the total volume of each sample was adjusted to 200 μL with DI H2O with the final concentration of SWCNTs in the samples varying from 10 μg/mL to 100 μg/mL. The samples were mixed with constant rotation at 15 rpm on a rotation mixer (Model: RKDDYNAL) from Dynal Biotech, Inc. (Lake Success, NY) at room temperature for 30 min, followed by transferring the suspensions into quartz cuvettes (Fisher Scientific, Pittsburgh, PA) for NIR laser treatment. For NIR treatment, we used the same experiment setup as our previous study. The Tsunami mode-locked Ti:Sapphire laser system (Newport Spectra-Physics) was used, which was pumped by the Millennia (Newport Spectra-Physics) diode pumped solid state 532 nm 15 W continuous wave laser. The resulting mode-locked Ti:sapphire laser was tunable from 700 nm to 1080 nm. An optical lens was used to focus the laser beam on the quartz cuvette in which the spore suspension with SWCNTs was placed. Continuous NIR light at 800 nm wavelength with output power of 360-410 mW was used to treat the samples for 5 to 30 min. The laser beam spot was approximately 2 mm in diameter. The laser density was in the range of 1.15-1.31 mW/cm2. A thermocouple probe was inserted into the suspensions to monitor temperature change in the bulk solution during NIR treatment.
Determination of viable spore number and measurement of spore outgrowth
After SWCNTs or SWCNTs-NIR treatment, the viable spore number in the treated samples was determined using the traditional plating method. The treated samples were serially (1:10) diluted with DI water. 100 μL of appropriate dilutions were surface plated on LB agar plates in triplicates. Colonies were counted after 24 h of incubation of the plates at 37°C. The viable spore number was calculated as colonies forming units per mL (cfu/mL).
The outgrowths of the treated spores were examined by optical density (OD) measurement at 600 nm. 100 μL of spore suspensions were taken from the 200 μL of treated samples and added to 5 mL Nutrient broth. The samples were then incubated in a shaker incubator at 225 rpm at 37°C for growth.
Measurement of dipicolinic acid (DPA) release during spore germination
Spores (OD600 = 0.5) treated with SWCNTs or SWCNTs-NIR were germinated in a 96-well black plate with clear bottom at 37°C in 200 μL of germination solution which contained 25 mM HEPES buffer, 2 mM L-alanine, and 50 μM TbCl3. DPA release was monitored by real-time measurement of fluorescence signals at 545 nm with excitation at 270 nm, which are appropriate wavelengths for the Tb3+ -DPA complex using the Spectra Max M5 spectrophotometer (Molecular Devices, LLC, Sunnyvale, CA)[50, 51]. For each sample, the background detected at time zero was used as the blank. The percentage of DPA release at a sample time was calculated by dividing the value of relative fluorescence units (RFU) at that time by the maximum value of RFU at 1 h of germination.
RNA isolation and cDNA synthesis
RNA isolations were performed immediately after SWCNTs or SWCNTs-NIR treatment. Treated spores were collected by centrifugation at 8,000 × g at 4°C for 5 min, and washed twice with 0.5% Tween 20 solution. Spores were centrifuged and resuspended in RNAwiz buffer from RiboPure-Bacteria kit (Life Technologies, Carlsbad, CA). Zirconia beads were added and vortexed for 10 min, followed by a 5-min break. This vortexing-break step was repeated 5 times to ensure the disruption of the spores. RNA was purified using RiboPure-Bacteria kit according to the manufacturer’s protocol. RNA quality and quantity were measured using NanoDrop 2000 spectrophotometer (NanoDrop Technologies Inc., Wilmington, DE). RNA samples were then treated with DNase I from the RiboPure-Bacteria kit according to the manufacturer’s instruction. cDNA was synthesized using the SuperScript III First-Strand Synthesis SuperMix kit (Life Technologies, Carlsbad, CA) with random primers following the manufacturer’s protocol.
Primer design and specificity test
Primer sequences designed in this study for the detection of specific genes through real-time PCR
Product size (bp)
transcriptional activator AtxA
calmodulin-sensitive adenylate cyclase
MarR family transcriptional regulator
ABC transporter permease
Real-time PCR and data analysis
Real-time PCRs were performed in 96-well plates on a 7500-Fast real-Time PCR system (Applied Biosystems, Foster City, CA, U.S.A.). Each well contained 20 μL reaction mixtures, including 10 μL of 2× Fast SYBR® Green Mster Mix (Applied Biosystems, Forster City, CA, U.S.A.), 0.4 μL of each 10 μM forward and reverse primer, 0.7 μL cDNA, and 7.8 μL DI-H2O. Each sample was assayed in triplicates and the average value was used for data analysis. Amplification condition involved an initial denaturation at 95°C 10 min and 40 cycles of 95°C 15 s and 60°C 1 min. Fluorescence data were collected at the annealing step. A final dissociation step was performed to verity amplification specificity. Results were analyzed using 7500 Fast System SDS software v 1.4 (Applied Biosystems, Forster City, CA, U.S.A.) provided with the thermocycler. The ΔCt value (Ct, threshold cycle) of each tested gene was a relative expression level compared to the expression of housekeeping gene 16S rRNA. The fold changes of transcript abundance between the treated sample and the untreated control were calculated using the formula 2-ΔΔCT.
Single walled carbon nanotubes
Polymerase chain reaction
Relative fluorescence units
This research was supported by the US Army Research Office (ARO) (#W911NF-10-1-0160). The project also used the facilities supported by National Science Foundation (NSF, DMR #0959679). The authors also acknowledge the support from the Golden Leaf Foundation for major research instruments and facilities. The authors thank Ms. Michelle Gignac at the Shared Materials Instrumentation Facility (SMIF) at Duke University for help on the SEM tests.
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