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The EVPL model provides a high throughput assay platform, making it possible to screen a large number of bacterial isolates for antibiotic susceptibility at one time (Figures 1 and 2) or to screen strains against a range of antibiotic concentrations in one experiment (Figure 3). With practice, we have found that approximately 200 bronchiolar tissue sections can be prepared from lungs in 2 hours. The entire experiment for AST can be completed within normal working hours. Growth of Pseudomonas aeruginosa and Staphylococcus aureus isolates and the establishment of 48 h biofilm in the model is reliable and, when monitored by viable cell count, produces consistent bacterial loads (Figures 1 and 2). Images of tissue-associated biofilms of Pseudomonas aeruginosa and Staphylococcus aureus grown in EVPL may be found, along with protocols for preparation for light microscopy and histological staining, in our publications21,23. However, the reproducibility of CFU counts varies for different bacterial species. This can be quantified using standard repeatability calculations after ANOVA25; we have found that there is typically greater variation between CFU in replicate lung samples for S. aureus than for P. aeruginosa. We recommend that, on adoption of the model by a laboratory, repeat calculations are conducted on pilot experiments to optimize experimental techniques and to determine samples sizes to be used in final experiments (an example of this may be found in the data supplement for Sweeney et al26).
When grown in the EVPL, biofilms of P. aeruginosa and S. aureus demonstrate increased tolerance to antibiotics compared to susceptibility in standard, industry approved broth MIC (Figure 1) and disc assays using standard media (Figure 2). The various effects of different antibiotics on EVPL established biofilm are distinguishable, for example P. aeruginosa killing is achieved in EVPL with 4-16X MIC ciprofloxacin but not with 4-8X MIC chloramphenicol (Figure 1). A twice daily dose of 600 mg linezolid achieves a serum concentration above the MIC90 for susceptible pathogens (4 µg/mL)27 and is regarded as adequate exposure without adverse side effects28. Data presented in Figure 2 shows that S. aureus populations, susceptible to linezolid in the disc assay, are able to survive target serum concentrations, and higher (12 µg/mL), in EVPL. There is no clear correlation between MIC and antibiotic effects on EVPL-grown biofilms for P. aeruginosa (Figure 1). Gaining a more accurate measure of in vivo antibiotic tolerance is important because sub-optimal dosing of antibiotics could increase the risk of selection for resistance in chronic infection.
It is well known that the biofilm mode of growth can significantly reduce bacterial susceptibility to antibiotics. This has led to the development of many in vitro biofilm assays and the use of minimum biofilm eradication concentration (MBEC)14,15 instead of MIC as a more accurate predictor of susceptibility in chronic infection. The use of SCFM (in varying formulations) has also been recommended for use in MIC or MBEC testing29. Here we show that even an optimized in vitro assay cannot accurately predict P. aeruginosa susceptibility to colistin in the EVPL. The amount of antibiotic required to achieve 3 log10 killing of EVPL-grown bacteria is often significantly higher than the MIC or the MBEC calculated from standard in vitro assays, even when SCFM is used for these assays (Figure 3). This is consistent with a Cochrane review that reported that current implementations of in vitro biofilm susceptibility testing do not provide any increased predictive power for antibiotic prescribing in CF compared to standard susceptibility testing16.
It is also simple to use the model to assess the impact of antibiotics on biofilm bacteria over time, as sufficient replica pieces of lung can be inoculated to allow destructive sampling. In addition to distinguishing differences between antimicrobial agents, the model can highlight changes in susceptibility at different bacterial growth stages or age of biofilm and for different antibiotic dosing intervals. Figure 4 illustrates the increasing tolerance of P. aeruginosa biofilms to meropenem as they mature. This could be useful to determine the efficacy of novel agents, for example whether they are more effective during rapid cell division. It may also be an important consideration when setting the constraints of an experiment, as it may be necessary to standardize and validate biofilm age to avoid the age having an influence on results.
In Figure 5, S. aureus survival was measured at 4 h and 24 h post exposure to flucloxacillin and it was possible to observe differences in the reduction for bacterial cell counts across time and between isolates. This may be useful for drug development, for instance when defining pharmacokinetic and pharmacodynamic parameters or when elucidating the mode of action of a novel agent.
Variations in bacterial load often increase with extended culture times. This can be seen in the untreated control in Figure 5 following 48 h biofilm development and a further 24 h exposure to account for antibiotic dosing interval. Variation is intrinsic to the model; each lung sample is independent from others and reflects the natural variation of lungs. It is, therefore, important to ensure that a sufficient number of replicates is included to allow for validation and an accurate interpretation of results. We refer the reader back to our recommendation to conduct repeat calculations on the data to enable the selection of robust sample sizes.
For simplicity, we have presented representative data taken from replicate tissue sections acquired from a single pair of lungs in each experiment, but in practice it is necessary to perform repeat experiments on tissue sections taken from replicate animals. This should be done in order to account for any biological variation between individual pigs, and we refer the reader to our published work for examples of how consistent the results can be between tissues taken from replicate pigs and how this variation is accounted for in statistical analysis of data using analysis of variance (ANOVA)/general linear models (GLM)21,26.

Figure 1. Total CFU of 11 CF Pseudomonas aeruginosa clinical isolates recovered from the EVPL model following treatment with antibiotics. Representative results of antibiotic treatment of P. aeruginosa in the EVPL model. Each strain was grown on EVPL tissue for 48 h then transferred to antibiotic (triangles) or PBS as a control (circles) for 18 h and the CFU/lung determined. The MIC for the appropriate antibiotic determined in standard cation-adjusted MHB is shown in brackets next to each strain (x-axis). The strains are ordered by increasing MIC values. Data were analyzed using t-tests when appropriate and Mann-Whitney U tests for non-parametric datasets. Significant differences between antibiotic treated and untreated tissues are denoted by asterisks (P < 0.05). A. Recovered viable counts from P. aeruginosa biofilms grown in the EVPL model and treated with 64 µg/mL chloramphenicol (highest MIC value recorded). For each isolate, the standardized mean difference in CFU between chloramphenicol-treated and untreated tissue sections was calculated using Cohen's d. There was no correlation between MIC value in the standard test and the decrease in viable cell numbers in the EVPL model as measured by Cohen's d (Spearman's rank correlation, rs = 0.45, p = 0.16) B. Results of P. aeruginosa biofilms grown in the EVPL model and treated with 64 µg/mL ciprofloxacin (highest MIC value recorded). Values below the dashed line were below the limit of detection. Please click here to view a larger version of this figure.

Figure 2. Total CFU of 8 Staphylococcus aureus CF clinical isolates recovered from the EVPL model following treatment with linezolid. Each strain was grown on EVPL tissue for 48 h then transferred to linezolid (triangles) for 24 h or were untreated as a control (circles). All strains were found to be sensitive to linezolid using the standard disk diffusion assay following EUCAST guidelines30 (zone of inhibition > 21 mm). Data were analyzed using t-tests when appropriate and Mann-Whitney U tests for non-parametric datasets (P < 0.05). No significant differences between antibiotic treated and untreated were found for any of the strains. Values below the dashed line were below the limit of detection. A. Results of S. aureus biofilms in the EVPL model treated with 4 µg/mL linezolid (clinical breakpoint for sensitive/resistant according to EUCAST classification31). B. Results of S. aureus biofilms in the EVPL model treated with 12 µg/mL linezolid (data reproduced from Sweeney et al23). Please click here to view a larger version of this figure.

Figure 3. Viable Pseudomonas aeruginosa cell counts of the laboratory strain PA14 and 4 CF clinical isolates recovered from the EVPL model following treatment with increasing concentrations of colistin. Each strain was grown on EVPL tissue for 48 h then exposed to colistin for 18 h. The MIC determined in standard cation-adjusted MHB medium is shown in brackets next to each strain name. The vertical lines show the MBEC value determined in MHB (solid) and SCFM (dashed), with the exception of SED6, in which the value was the same in both media. The unfilled data points represent the lowest concentration of colistin tested that resulted in ≥ 3-log10 reduction in CFU/lungcompared to the untreated samples (0 µg/mL colistin) (data reproduced from Sweeney et al26). Please click here to view a larger version of this figure.

Figure 4. Representative viable Pseudomonas aeruginosa cell counts from a time course of growth on the EVPL model over 24 h, and subsequent treatment with 64 µg/mL meropenem. The laboratory strain P. aeruginosa PA14 and 3 CF clinical isolates were grown on EVPL tissue for the time shown on the x-axis, then transferred to meropenem (triangles) for 24 h or left untreated as a control (circles). The CFU/lung was then determined. The MIC determined in cation-adjusted MHB medium is shown in brackets next to each strain name. Please click here to view a larger version of this figure.

Figure 5. Representative viable Staphylococcus aureus cell counts following growth on the EVPL model then treated with 5 µg/mL flucloxacillin over a 24 h time course. The control strain ATCC29213 and two CF clinical isolates were grown on EVPL tissue for 48 h then transferred to flucloxacillin (triangles) or left untreated as a control (circles) for 4 h and 24 h, before CFU/lung was determined (data reproduced from Sweeney et al23). Please click here to view a larger version of this figure.
Figure S1. Please click here to download this figure.
Table S1. Please click here to download this table.