The number of microorganisms on three surfaces within domestic refrigerators
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Figure 1 showed the number of coliforms, total bacterial counts and psychrophilic bacteria on three internal surfaces of domestic refrigerators. The coliform contamination levels on the inner wall were significantly lower than the shelf or basket (P < 0.05). Considering the low temperature environment of the refrigerator, psychrophilic bacteria was also detected. It can be seen from Fig. 1, in the baskets, the number of coliforms, total bacterial counts and psychrophilic bacteria were ranged from 1.3−5.5 log MPN 100 cm−2, 3.1−7.9 log CFU 100 cm−2, and 0−9.0 log CFU 100 cm−2, respectively. On the shelves, the number of coliforms, total bacterial counts and psychrophilic bacteria were ranged from 0.5−4.6 log MPN 100 cm−2, 3.1−7.1 log CFU 100 cm−2, and 1.8−8.3 log CFU 100 cm−2, respectively. On the inner walls, the number of coliforms, total bacterial counts and psychrophilic bacteria ranged from 0.2−2.3 log MPN 100 cm−2, 2.2−7.8 log CFU 100 cm−2, and 2.6−8.5 log CFU 100 cm−2, respectively. Results revealed that the total bacterial counts and psychrophilic bacterial counts on three internal surfaces in the same refrigerator tended to be consistent.
Coliform is one of the important indicators to evaluate the hygienic quality of food[11] and food is often stored in household refrigerators, therefore, coliform on three internal surfaces was detected. It was reported that higher coliform counts (higher than 3 log CFU 100 cm−2) in household cloths and refrigerator drawers were related to S. aureus[8]. In this study, the shelf and basket had samples exceeding this level, but all samples on the inner wall were below this number. This reveals that the hygienic conditions of the wall within domestic refrigerators is better than the shelf or basket, which coincides with a previous study[12]. This may be caused by the fact that the shelf and basket mainly played the role of supporting food in daily use, thus, they had more direct contact with food. Ye et al. found that it was the food stored in the refrigerator, rather than the bactericidal module, user age and use time of domestic refrigerators, that has a greater impact on microbial contamination of refrigerators[13]. Bassey et al. found that the microbial contamination level of the refrigerators was likely to be influenced by a range of factors including the levels of initial contamination introduced on contaminated foods, the efficiency and frequency of refrigerator maintenance and cleaning[4]. Similarly, due to individuals using domestic refrigerators, the total bacterial counts and the psychrophilic bacterial counts of three surfaces did not show differences in this study but showed a consistent trend in the same refrigerator.
Composition and diversity of fungal community on three different surfaces within domestic refrigerators
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Figure 2 showed that at the genus level of fungi, the dominant flora of both the inner wall and shelf were Saccharomyces spp. and Candida spp., while Saccharomyces spp., Candida spp. and Fistulina spp. took superiority in the basket. The UniFrac values of fungal composition on three different internal surfaces of domestic refrigerators at the genus level showed that the diversity of fungal species was rather polarized, and the influence of different internal surfaces on the diversity of fungal flora is not clear. The composition of the fungal species on every surface may be completely independent or identical.
Fungi also play an important role in food safety for consumers in the process of food storage, in this study, due to the use of high-throughput sequencing, the detection rate and relative abundance of the dominant fungi on three internal surfaces were obtained. In addition to that, among the 24 samples, the relative abundance of 'other' exceeded 80% in 19 samples, which contained a lot of different fungi flora with lower relative abundances (usually lower than 0.5%). This may be due to the fact that the internal surfaces within domestic refrigerators were likely to be influenced by a range of factors, including the nature and levels of the initial contamination introduced on different foods, the hygiene of those preparing and placing foods into the refrigerator, and the efficiency and frequency of refrigerator maintenance and cleaning. The results show that at the genus level of fungi, the dominant flora of both the inner wall and shelf were with Saccharomyces spp. and Candida spp., and those of basket were with Saccharomyces spp., Candida spp. and Fistulina spp. from the results, the diversity of fungal species was rather polarized, the species of fungi on different surfaces were not consistent, this illustrated there were various factors having an influence on the fungal composition of the three internal surfaces.
The bacterial community diversity on three surfaces within domestic refrigerators
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Figure 3 showed the Shannon index and Simpson index of three surfaces within eight domestic refrigerators. The Shannon index emphasizes the contribution of rare species and the Simpson index focus on the evenness. It can be seen that the indexes can properly reflect the frequency of contact between the surface and external environment. The shelf had the highest bacterial community diversity index and the wall has the lowest bacterial community diversity index.
Shannon and Simpson indices represent the species richness and species evenness of the community[14], which constitutes two aspects of bacterial community diversity. The results that the inner wall owned the lowest bacterial diversity may due to its position in the refrigerator, the inner wall rarely had direct contact with foods, thus, it had less access to different types of bacteria. Based on the results, reducing the direct contact between external foods and the surface within domestic refrigerators is recommended. For example, in the daily use of a refrigerator, food being adequately covered before being put into the refrigerator may contribute to improving the sanitation status of domestic refrigerators[5].
The bacterial community composition on three surfaces within domestic refrigerators
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Figure 4 shows the composition of bacteria on three surfaces and each sample at a family level. It can be seen that Bacillaceae (49.3%), Aeromonadaceae (25.9%) and Shewanellaceae (12.5%) were dominant on the inner wall; Bacillaceae (43.1%), Aeromonadaceae (20.9%) and Moraxellaceae (11.3%) held preponderance on the shelf and Bacillaceae (31.9%), Enterobacteriaceae (23.2%) and Moraxellaceae (16.3%) had an advantage in the basket. Particularly, compared with the basket and shelf, the inner wall owned the simpler bacterial community structure. Specifically, there were only six species with relative abundance higher than 0.5% of the total OTUs, while for shelf and basket, there were 12 and 11 species constituted their bacterial community respectively. This was consistent with the lowest bacterial diversity of the inner wall mentioned above.
Although three surfaces within domestic refrigerators shared the high relative abundance of Bacillaceae, the difference of position within refrigerators lead to a difference in respect to the dominant bacterial community. Moreover, the result that the inner wall owned simpler bacterial composition indicated a good agreement with the bacterial diversity mentioned above. Bassey et al. had identified the bacterial isolates of different refrigerator compartments basing on the morphological and biochemical characteristics[4], but due to the limitation of the detection method, only the frequency of target bacteria can be given, the structure of bacterial composition on three surfaces within refrigerators was insufficient. In this study, the main bacterial composition was comprehensively analyzed by high-throughput sequencing technology, which could provide the theoretical basis for the selection of sanitation technology in domestic refrigerators.
Correlation between bacterial community richness and air quality of three surfaces within domestic refrigerators
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Figure 5 showed the correlation between the chao1 index and PM2.5 values in three surfaces within domestic refrigerators. The chao1 index can be used to indicate the number of species in the community. Results showed that there was a significant negative correlation between the chao1 index and PM2.5 values in the basket (P < 0.05), but no significant correlation in the shelf or wall (P > 0.05). Moreover, the correlation coefficient of R2 = 0.940 in the basket indicated a high linear correlation between the chao1 index and PM2.5 values.
Although many kinds of literature have studied how air quality affects microorganisms[15−17], there is currently no literature to analyze the correlation between air quality and bacterial richness in refrigerators. Domestic refrigerators are a closed space, the air in them may affect microbial contamination. In this study, the correlation between the chao1 index and PM2.5 values of the basket, shelf and inner wall were analyzed. The results showed that there was no correlation on the wall or shelf, but a significantly negative correlation was found in the basket. This difference may be caused by the fact that frequent opening and closing of the refrigerator doors made inner walls and the shelves exchange air with the exterior, but the basket can keep a relatively independent and closed air environment, so a significant correlation can be observed. Although the total number of species decreased with the increase of PM2.5, Liu et al. found with the increase of AQI (Air Quality Index), the proportion of pathogenic bacteria will increase[15]. So it is still necessary to keep the air in the basket within the domestic refrigerator clean. According to the above results, different surfaces of refrigerators have different levels of microbial complexity. Therefore, keeping each surface of refrigerators clean and tidy plays an important role in household food safety.