The Distribution of Listeria in Pasture-Raised Broiler Farm Soils Is Potentially Related to University of Vermont Medium Enrichment Bias toward Listeria innocua over Listeria monocytogenes

The occurrence of Listeria monocytogenes has been widely investigated in the poultry production chain from the processing plant to the final product. However, limited data are available on Listeria species, including Listeria monocytogenes, in the poultry farm environment. Therefore, fecal and soil samples from 37 pastured poultry flocks from 10 all-natural farms over 3 years were assessed to determine the prevalence and diversity of Listeria within these alternative poultry farm environments using standard cultural and molecular methods. Listeria species were isolated in 15% of poultry farm samples and included Listeria innocua (65.7%), L. monocytogenes (17.4%), and Listeria welshimeri (15.1%). Additional multiplex PCR serotyping showed group 1/2a-3a to be the most dominant L. monocytogenes serovar group. Based on these results, monoculture growth experiments were conducted on four Listeria soil isolates (three L. monocytogenes isolates representing the three recovered serovar groups and one L. innocua isolate) to determine if culture medium [tripticase soy broth (TSB) and University of Vermont modified Listeria enrichment broth (UVM)], inoculum concentration (102 or 105 CFU/ml), or incubation temperature (20, 30, and 42°C) differentially affected these Listeria species. Overall, very few significant growth differences were observed between the behavior of the three L. monocytogenes isolates (representing the three recovered serovar groups) under the growth conditions tested. Alternatively, at 30°C in UVM with the lower inoculum concentration, the L. innocua isolate had a significantly shorter lag phase than the L. monocytogenes isolates. In coculture growth studies under these same incubation conditions, the lag phase of L. innocua and L. monocytogenes was similar, but the final concentration of L. innocua was significantly higher than L. monocytogenes. However, cocultures in UVM for high inoculum concentration did not show preferential growth of L. innocua over L. monocytogenes. These results indicate that the use of UVM as an enrichment medium may preferentially allow L. innocua to outcompete L. monocytogenes at low concentrations, biasing the Listeria prevalence from these farm samples toward L. innocua and potentially underreporting the presence of L. monocytogenes in these environments.


inTrODUcTiOn
The genus Listeria is currently comprised of 17 species, including 11 Listeria species described since 2009 (1). However, the genus Listeria sensu stricto includes six species: Listeria innocua, Listeria ivanovii, Listeria grayii, Listeria monocytogenes, Listeria seeligeri, and Listeria welshimeri. These species are well documented and are known to be commonly found in different environments throughout the world (2)(3)(4)(5)(6). Among all the Listeria species, L. monocytogenes is recognized as one of the most important foodborne pathogens in many industrialized countries. This pathogen is responsible for listeriosis, a potentially fatal disease that may lead to abortion or serious cases of meningitis, encephalitis, and septicemia (7,8). Although listeriosis infections are uncommon, mortality rates can reach 30% in at-risk population groups (9)(10)(11). In 2015 in the United States, L. monocytogenes was responsible for an estimated 116 cases of listeriosis, 111 hospitalizations, and 15 deaths (12).
Listeria species have been isolated from a wide variety of environments including nature (13) and urban areas (14), agricultural environments (15), food processing plants (16,17), and retail food (18,19). The occurrence of Listeria species is of special interest in the food production chain due to the significant threat that L. monocytogenes represents to public health (20,21). Numerous studies have investigated the occurrence of L. monocytogenes in final products and in food-processing and retail environments, thought to be the main source of contamination for the final product (21,22). However, limited information is available on Listeria prevalence in poultry farm production environments. In a farm-to-fork approach, it is necessary to assess the incidence of L. monocytogenes along the entire production chain and particularly at the primary production step (the farm environment), taking into account that it could be a potential source of this pathogen into food processing plants. Few studies have investigated and characterized Listeria species in the farm environment, with L. innocua being the predominant species found on grow-out farms, representing ≤78% of all isolated Listeria species (15,(23)(24)(25)(26). Other species such as L. ivanovii, L. monocytogenes, L. welshimeri, and L. seeligeri have also been identified in environmental farm samples or chicken feces, but their detection remains infrequent (15,23).
The initial isolation of L. monocytogenes may be difficult due to its low cell number within the larger indigenous microflora of environmental samples. Thus, the detection of Listeria species involves selective enrichment procedures. Numerous one-step and two-step enrichment broths have been described during the past 50 years (27), with the three most commonly used procedures being the (1) modified ISO 11290-1, (2) USDA-Food Safety Inspection Service (FSIS) Microbiology Laboratory Guide (MLG) method 8.10, and (3) U.S. Food and Drug Administration Bacteriological Analytical Method (FDA-BAM) method #10. Several studies have shown that the enrichment procedure can result in L. monocytogenes being overgrown by other nonpathogenic Listeria species in samples where multiple species are present (28)(29)(30)(31)(32). This has especially been demonstrated with L. innocua, whose presence may mask L. monocytogenes and lead to false negative results (33,34). In addition, several studies have shown that among Listeria strains of food origins, L. innocua grows faster than L. monocytogenes in enrichment media cocultures or food matrices (28)(29)(30)(31)(32). These observations raised the question whether the higher prevalence of L. innocua observed in samples from the farm environment is due to a differential growth of Listeria species during the enrichment process or reflect their true distribution in the environment.
While commercial, conventional production represents the majority of the U.S. poultry market, alternative production systems (e.g., organic, all-natural) are becoming more prevalent and there is very limited information related to the prevalence of Listeria spp. within this type of farm environment (35). Therefore, the goal of this work was twofold: (1) determine the prevalence and distribution of Listeria spp. within poultry-related environmental samples (feces and soil) during live production on pastured poultry farms and (2) evaluate whether the distribution of recovered Listeria spp. could be explained by a differential growth in the enrichment broth used in this study, or accurately reflected the native species distribution in the environment.

MaTerials anD MeThODs sample collection
Ten farms within the southeastern United States were sampled over a period of 3 years (from 2014 to 2016), representing 37 pasture-raised broiler flocks. Farm descriptions are available in Table 1. Soil and feces samples were collected from the pasture where the flock was currently residing at the time of sampling. Samplings occurred three times during grow-out: (i) within a few days of being placed in the pasture, (ii) halfway through their time on pasture, and (iii) on the day the flock was processed. At each sampling time, the pasture area was divided into five separate sections, and five subsamples in each section were pooled into a single sample for each section (a total of five soil samples and five feces samples were collected on each sampling day). Soil samples were collected from the surface (0-7 cm) with sterile scoops, and feces samples were collected from fresh droppings on the soil surface. Gloves and scoops were changed between sample types and between sampling areas. Samples were transported back to the lab on ice and processed within 2 h of collection. A total of 1,110 samples (555 feces samples and 555 soil samples) were collected over the 3-year study period.

culture-Based Detection and isolation of Listeria species from soil and Feces samples
Enrichment and isolation of Listeria from these environmental samples were performed using a modified version of the USDA-FSIS MLG 8.10 method (36). Three grams of fresh soil or feces were added to 9 ml of buffered peptone water (Acumedia, Lansing, MI, USA) in a filtered stomacher bag and were vigorously shaken for 30 s. As a pre-enrichment step, the stomached homogenates remained in the filtered stomacher bag and were incubated overnight at 35°C. This pre-enrichment step was followed by two enrichments in University of Vermont Modified

Bacterial Strain Selection and Inoculum Preparation
Based on the two main Listeria species found from farm distribution data, three L. monocytogenes strains representing the different recovered serovar groups (1/2a-3a, 1/2b-3b-7, and 4b-4d-4c) and one L. innocua were selected for the growth experiments. Pre-cultures were prepared by inoculating 60 ml of TSB with 100 µl of the thawed stock culture and incubated for 24 h at 30°C while shaking (150 rpm). After 24 h, cell density was estimated spectrophotometrically by measuring the optical density (OD) at 600 nm (OD600nm) with the Thermo Scientific Spectronic 200™ (Fisher Scientific). Pre-cultures were initially diluted in TSB or UVM to a concentration of 10 6 CFU/ml, and then serially diluted in TSB or UVM to obtain final inoculum concentrations of 10 5 and 10 2 CFU/ml.

Monoculture Growth Experiments of Listeria Strains
A volume of 0.4 ml of each culture (10 5 and 10 2 CFU/ml) for the four Listeria strains was aliquoted into wells of a y Ae where y is the OD value measured, t is the time (h), μmax is the maximum specific growth rate (h −1 ), A is the maximum OD value attained, and λ is the lag time (h). Within the m-file written in Matlab, the lsqcurvefit function (a nonlinear least-squares solver for data fitting) was utilized to fit the growth curves by first using the following Gompertz equation: y Ae e B Cx = .
− ( − ) Then, the A, B, and C terms were used to determine the growth parameters of interest in the model equation as follows: The raw data for each growth curve were graphed along with the resulting fit, and the R 2 value (coefficient of determination) for each resulting fit was calculated. A four-way analysis of variance (ANOVA) was performed separately on each growth parameter (λ, μmax, and A), followed by Tukey's post hoc test in R software v3.2.1. Factors included in the model were the Listeria strains, the culture medium, the inoculum concentration, and the incubation temperature. For the coculture experiments, μmax and stationary phase cell densities (equivalent to ODmax) were log10transformed before ANOVA, and a Tukey's post hoc test was used to group treatments. For all analyses, differences among groups were considered significant if p ≤ 0.05.

resUlTs anD DiscUssiOn
Prevalence and Distribution of Listeria species in soil and Feces collected from Pastured Poultry Farms A total of 1,110 samples (555 feces samples and 555 soil samples) were collected from 37 flocks on 10 pastured poultry farms over a 3-year period, and the distribution of Listeria species varied according to the sampling year (Figure 1A), broiler farm (Figure 1B), and sample type ( Figure 1C). Overall, Listeria species were detected on all the farms and isolated in 15% of samples (83 from feces and 85 from soils), which is in the range of Listeria species prevalences reported in poultry-related environmental samples (from 1.4 to 53%) such as broiler litter, farm feed, farm drinking water, soil, and grass (25,26,39,40) as well as in poultry feces (4.7-17%) (23,25). In our study, three species were isolated including L. innocua (65.7%), L. monocytogenes (17.4%), and L. welshimeri (15.1%), and each of these species were recovered from at least half of the broiler farms (80, 50, and 90%, respectively; Figure 1B). Although different Listeria species distributions were observed between farms, at least two Listeria species were recovered from all but one farm (Farm M), and all three species were recovered from soil samples in all 3 years of the study (Figure 1C). Listeria innocua has been previously shown to be the predominant species isolated from the broiler farm environment (23)(24)(25)(26)40), while the detection of other non-pathogenic Listeria species, such as L. welshimeri, remains infrequent (23,40), mostly because studies only focus on L. monocytogenes (41)(42)(43).  Figure 1B). Overall, three L. monocytogenes serovar groups were identified: 1/2a-3a (70%), 1/2b-3b-7 (20%), and 4b-4d-4e (10%). Interestingly, over the 3-year sampling period, only one L. monocytogenes-positive flock (Farm I, 2014) harbored more than one serotype, demonstrating the potential clonal nature of L. monocytogenes within a flock or on a farm (44). The overall prevalence of L. monocytogenes on these 10 farms was low compared with other grow-out farm environments where 0-46.2% of the environmental and feces samples were L. monocytogenes positive (45), but the distribution of the serotypes was consistent with other studies that have characterized L. monocytogenes serotypes in broiler flocks (26,41,43). The prevalence of L. monocytogenes contamination may be dependent on the type of production system. A significant difference between caged-and floor-reared hens was observed with a greater detection of L. monocytogenes in dust samples from floor-reared hens in L. monocytogenes-positive flocks (41). In alternative systems, broilers are raised in less controlled environments than conventional systems and are more likely to be in contact with L. monocytogenes known to be widely spread in soil and vegetation (35).
Poultry farms frequently have other animals (beef cattle, sheep, goats, or swine) and pets present on the production site (35). These animals can be reservoirs for and play a role in the proliferation and deposition of L. monocytogenes into the environment. In our study, all but two farms had other animals raised in close proximity to the broiler flocks during the sampling period, but we did not investigate the possible genotype matching between animal species. Generally, the presence of other animals on the farm increase the risk factor associated with pathogenic bacteria contamination of poultry flocks (42,46). This has been shown with Campylobacter spp. where adjacent broiler flocks and cattle appear to be the most frequently identified animals with broiler-flock matching Campylobacter spp. isolates (47). Another study has reported an increased risk of L. monocytogenes contamination in laying hen flocks when pets were present on the production site (42).

Growth Curve Modeling and Determination of Bacterial Growth Parameters
Our field results showed a higher prevalence of L. innocua compared with L. monocytogenes on pastured poultry grow-out farms, which has been supported by other studies reporting the incidence and characterization of Listeria species in the commercial poultry farm environment (15,23,24,26). In terms of food safety interests, there is a question as to whether there is any physiological basis for the dominance of L. innocua over L. monocytogenes within the poultry farm environment, and whether this dominance related to preferential growth. To determine if this environmental dominance of L. innocua over L. monocytogenes may be linked to growth conditions (e.g., initial concentration, growth temperature, and growth medium), monoculture and coculture growth studies were performed. Three L. monocytogenes isolates (one strain of each serovar groups: 1/2a-3a, 1/2b-3b-7, and 4b-4d-4e) and one L. innocua isolate were selected to compare their growth capacity in liquid media. Bacterial growth was monitored by recording the OD of a culture in growth media (TSB and UVM) inoculated at different initial concentrations (10 2 and 10 5 CFU/ml) and incubated at 20°C (average environmental temperature), 30°C (UVM enrichment temperature according to USDA-FSIS MLG 8.10), or 42°C (broiler body temperature). Curve modeling was performed with the Gompertz function that fits the data with R 2 values ranging from 0.674 to 0.998, indicating a good fit. From the modified Gompertz equation, three relevant parameters [lag time (λ), maximum specific growth rate (μmax), and maximum OD (ODmax)] were determined for each curve and subsequently used to statistically compare the bacterial growth of the Listeria strains under the different cultural conditions. Using a four-way ANOVA (Tables S1-S3 in Supplementary Material for λ, μmax, and ODmax, respectively), we investigated whether the culture medium, the inoculum concentration, and the incubation temperature could explain the global variation observed between the growth curves. In the same model, we more specifically examine the growth differences between the four Listeria isolates for a single culture condition. The parameters λ, μmax, and ODmax representing bacterial growth characteristics were used in the model.

Effect of Culture Medium, Inoculum Concentration, and Incubation Temperature on Lag Time (λ)
Unsurprisingly, λ was significantly shorter for the higher inoculum concentrations for all strains, enrichment media, and incubation temperatures (F = 801, p < 0.0001; Figure 2). This is in agreement with other studies that have evidenced the importance of inoculum concentration on the ability of a microbial population to initiate growth (48,49). While Baranyi et al. showed that as the cell numbers in the inoculum decrease, λ increases (50,51), other studies have reported an effect of the inoculum size only under stressful conditions (49,52). Increasing incubation temperature significantly decreased λ (F = 174, p < 0.0001) in both TSB and UVM enrichment media for all Listeria strains, as has been showed in other growth media for both L. monocytogenes and L. innocua (28,49,52,53). The temperature-dependent effect was significantly greater in the low initial concentration treatments compared with the higher initial inoculum treatments (F = 77, p < 0.0001). While lag time was significantly shorter in TSB compared with UVM, this was the weakest association of the major growth variables tested (F = 60, p < 0.05).

Effect of Culture Medium, Inoculum Concentration, and Incubation Temperature on Maximum Specific Growth Rate (μmax)
While many of the growth variables tested significantly effected μmax, by far the strongest association was to the enrichment medium (F = 2431, p < 0.0001), where the four Listeria strains grew faster in TSB than UVM (Figure 3). This result is in agreement with the general trend of Listeria strains from food origin showing a faster growth in general growth media (e.g., BHI, TSB + yeast extract) than Listeria enrichment media (UVM, Fraser, and Half-Fraser) (30,33). We also observed that Listeria strains grew significantly faster at lower incubation temperatures, peaking at 30°C, and this effect was amplified in TSB medium (F = 81, p < 0.0001). This is in agreement with Duh and Schaffner (28), who showed that Listeria strains grew faster at temperatures below 41°C in general growth media (28). The growth variable with the weakest significant association to μmax was initial inoculum concentration, where its effect were only observed in the 42°C treatments (F = 25, p > 0.0001).

Effect of Culture Medium, Inoculum Concentration, and Incubation Temperature on ODmax
As was observed for μmax, the enrichment medium was the dominant growth variable affecting ODmax (F = 1481, p < 0.0001) with significantly higher maximum optical densities found in the treatments grown in TSB (Figure 4). This is consistent with other data reporting a higher final cell density in the non-selective culture medium BHI than in selective enrichment media  UVM or Half-Fraser (34,54). For all Listeria strains, the ODmax significantly increased with decreasing incubation temperatures, especially in the UVM treatments (F = 193, p < 0.0001). Unlike λ or μmax, initial inoculum concentrations did not have a significant effect of ODmax overall (F = 0.01, p > 0.05), although limited effects were observed at treatments incubated at 42°C.

Comparing Monoculture Growth between L. monocytogenes and L. innocua Strains
While the general effects of the above variables on growth of Listeria spp. overall, the question of the differential effect between specific Listeria species still remained. While there were some exceptions, generally there were no significant differences between the three L. monocytogenes strains in terms of λ, μmax, or ODmax, and regardless of enrichment media, the L. innocua strain was unable to grow at broiler body temperature (42°C) when the initial inoculum concentrations was 10 2 CFU/ml (TSBLow and UVMLow). Significant differences in lag time between the three L. monocytogenes strains and the L. innocua strain varied based on the growth variables (Figure 2). At the average environmental and UVM enrichment temperatures (20 and 30°C, respectively), the lag time of L. innocua was significantly shorter than the L. monocytogenes strains in UVM, especially for low inoculum concentrations (p < 0.05; Figures 2A,B, respectively). However, at broiler body temperatures (42°C), L. innocua only grew in the high initial inoculum treatments (TSBHigh and UVMHigh), where there were no significant differences between the four Listeria strains (Figure 2C). No significant differences in λ between L. innocua and L. monocytogenes were found in any of the TSB treatments. Previous studies comparing the growth of L. monocytogenes and L. innocua strains mostly from food origins have reported shorter λ for L. innocua in Fraser (incubated at 30°C), and Half-Fraser (incubated at 37°C) enrichment media (31) and at lower incubation temperatures (≤8°C) (28). While significant differences in μmax were observed between the four Listeria strains used in this study, there were no consistent trends based on initial inoculum concentration, incubation temperature or enrichment medium (Figure 3). Only in two treatment combinations were there species-specific significant differences in μmax, with L. monocytogenes growing faster than L. innocua in TSBLow at 30°C (Figure 3B) and L. innocua growing faster than L. monocytogenes at 42°C in the UVMHigh treatment ( Figure 3C). In contrast to previously reported findings, there were no significant differences found in μmax between the L. monocytogenes and L. innocua isolates in UVM at 30°C, conditions used for the Listeria enrichment process (28,31,33). However, the studies comparing the generation time or the growth rate have shown a faster growth of L. innocua compared with L. monocytogenes at temperatures below 40°C only in certain culture media (28,31,33), which may explain the similar μmax between L. innocua and L. monocytogenes in our study. In addition, a high level of heterogeneity in growth behavior within L. innocua and L. monocytogenes strains can lead to equivalent μmax between the slowest L. innocua and the fastest L. monocytogenes (30,55).
There were very few strain-specific differences in the maximum OD (ODmax) for any of the growth variables, with the significant differences found at 42°C (Figure 4C). Among those difference, only under one treatment condition (TSBHigh) were there significant differences between L. monocytogenes and L. innocua, so overall the maximum cell density in culture was unaffected by the Listeria species. No differences were observed between the ODmax of L. innocua and L. monocytogenes species in UVM at 30°C as reported in studies using Half-Fraser and Fraser (30,31). However, these results are highly dependent on the experiment and opposite trends are also reported showing an higher final population density of L. innocua than L. monocytogenes in enrichment media (29,54).
Differential growth of L. monocytogenes 1/2a-3a and L. innocua in coculture growth experiments Using the cultural conditions for the initial enrichment step for the USDA-FSIS MLG 8.10 L. monocytogenes enrichment method (UVM, 30°C) we found that L. innocua exhibited a significantly shorter lag time than the L. monocytogenes strains in monocultures, especially for low initial inoculum concentrations (10 2 CFU/ml). To determine if L. innocua has any direct competitive growth advantages over L. monocytogenes in UVM, coculture experiments were performed using the L. innocua strain and the L. monocytogenes 1/2a-3a strain (the most prevalent serovar group from the farm surveys). When both strains were inoculated into the coculture at 10 5 CFU/ml (Figure 5A), there were no significant differences in λ, μmax, or stationary phase cell density (similar to ODmax), although L. monocytogenes densities did begin to exceed L. innocua cell densities after 24 h. When both strains started at the lower inoculum level (10 2 CFU/ml), while λ and μmax were similar, L. innocua reached a significantly higher stationary phase cell density compared with L. monocytogenes (F = 31, p < 0.01; Figure 5B). Conversely, when the cocultures inoculated at the lower initial concentrations were grown in TSB, L. monocytogenes demonstrated significantly higher stationary phase cell densities compared with L. innocua (F = 19, p < 0.05), with L. monocytogenes cell densities being ~3× greater than L. innocua ( Figure 5C). When comparing the growth curve parameters among the three coculture experiments, only the stationary phase cell density was significantly effected at the species-level ( Table 2).
Unlike the monoculture results using the UVM protocol from the USDA-FSIS MLG 8.10 method, no significant lag time difference was observed between L. innocua and L. monocytogenes at low initial inoculum concentrations; however, L. innocua still maintained a competitive growth advantage under these cultural conditions represented by significantly higher stationary phase cell densities (Table 2; Figure 5B). When grown under the same conditions in TSB (Figure 5C), L. monocytogenes grew at significantly higher levels than L. innocua, indicating that there is a enrichment media-specific effect on Listeria growth within these cocultures. When looking at the differences in stationary phase cell densities across all cocultures, there was no significant difference for L. innocua between UVM and TSB in the Low:Low cocultures, but there was over a 1 log reduction in stationary phase cell density for L. monocytogenes grown in TSB (7.17 ± 0.06 log10 CFU/ml) compared with UVM (6.38 ± 0.05 log10 CFU/ml) under those growth conditions ( Table 2). While it appears that L. innocua has a competitive growth advantage in UVM with low initial inoculum concentrations, it is possible that this advantage comes more from a disadvantage of L. monocytogenes growing under these conditions, rather than a specific advantage that L. innocua possesses, and previous studies have shown that enrichment/culture media can differentially effect L. innocua and L. monocytogenes (28,31,33).
However, considering the UVM enrichment is the first of two enrichments in the USDA-FSIS MLG 8.10 protocol, having significantly higher densities of L. innocua compared with L. monocytogenes would artificially increase the likelihood of isolating L. innocua from samples with equivalent levels of L. innocua and L. monocytogenes. Considering the UVM enrichment is used within the USDA-FSIS MLG 8.10 method, and USDA-FSIS is responsible for the testing of foodborne pathogens from broiler production farms and processing plants, this enrichment bias could potentially or partially explain the prevalence of L. innocua as the dominant Listeria spp. found on poultry farms (15,(23)(24)(25)(26).
cOnclUsiOn In our study, we found that L. innocua is more prevalent than the foodborne pathogen L. monocytogenes in soil and feces samples collected from pastured poultry farms, which is consistent with conventional poultry farms. Mono-and coculture growth experiments showed that under cultural conditions used in the first enrichment step of the USDA-FSIS MLG 8.10 L. monocytogenes method (UVM, 30°C), L. innocua had a significantly shorter lag phase (monoculture) and a significantly higher stationary phase cell density (coculture) compared with L. monocytogenes; these growth advantages occurred at low initial inoculum concentrations simulating the low levels of Listeria species encountered in the environment. Based on these results, it is possible that UVM enrichment medium either preferentially supports L. innocua growth over L. monocytogenes, or preferentially restricts L. monocytogenes growth, and that this enrichment step may be biasing the recovery of L. innocua over L. monocytogenes from live production samples. Considering the public health importance of accurately identifying the source of L. monocytogenes outbreaks, future work will need to understand the cultural and molecular mechanisms of this preferential L. innocua growth in UVM, and alternative enrichment methods for L. monocytogenes may need to be considered. aUThOr cOnTriBUTiOns AL and MR helped to develop experiments, analyze data, and prepare manuscript. ML helped in data analysis and manuscript preparation.

acKnOWleDgMenTs
The authors would like to acknowledge Laura Lee Rutherford and Cheryl Pearson Gresham for their assistance in sample acquisition and processing as well as Tori McIntosh for the molecular analyses of Listeria isolates. They would also like to thank Dr. Arthur Hinton for access his equipment and Kimberly Ingram for training on the microplate growth reader equipment and software.