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Hypothesis-driven canonical correspondence analysis (CCA) of honey bees gut microbiota testing the significance of the treatment and dose effects on the abundances of all analysed OTUs. Samples are labelled according to the 6 groups studied.

Hypothesis-driven canonical correspondence analysis (CCA) of honey bees gut microbiota testing the significance of the treatment and dose effects on the abundances of all analysed OTUs. Samples are labelled according to the 6 groups studied.

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Apis mellifera is an important provider of ecosystem services, and during flight and foraging behaviour is exposed to environmental pollutants including airborne particulate matter (PM). While exposure to insecticides, antibiotics, and herbicides may compromise bee health through alterations of the gut microbial community, no data are available on...

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... structure of honey bee gut bacterial community was investigated at OTUs level, testing with a CCA model if the treatment (control vs chronic vs acute) and the dose had significant effects on the bacterial gut communities of the studied bees. Results (Fig. 3) indicated that the bees from the acute and the chronic experiments, being sampled at different life stages, hosted very different gut microbiota. Within each exposure time, it was found that samples were clearly grouped among doses for chronic exposure, but not for the acute. Similar outcomes were obtained by Principal Component ...
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... features in the gut microbiota of honey-bees acutely exposed to TiO 2 . After defining that the two bee groups from the acute and the chronic exposure experiments had very different gut bacterial compositions (Figs. 3 and 5), separate analyses were carried out on the two groups, focusing on the relative presence of the most abundant OTUs classified at the species ...
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... bacterial gut populations (Figs. 5, 6 and 7). This is expected since analyses were carried out after 1 dpe (day post-emergence) for the acute experiment and at 4 dpe for the chronic experiment. The β-diversity analyses here carried out by means of unconstrained (PCA and hierarchical clustering, Fig. 5 and Figure S2) and constrained (CCA, Fig. 3) analyses showed a clear distinction in bacterial community structure between the chronic and the acute experiments, and in the chronic experiments among controls and treated bees. These results are in line with several studies on other chemical stressors [16][17][18][19][20] , thus confirming that also PM modulates the honey bees gut ...
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... as we know, this is the first study where the effects of TiO 2 particles where specifically studied on bees gut microbiota, but they can be compared with a number of studies that previously assessed the detrimental impacts of airborne PM on the bees physiology 12,13 . Regarding α-diversity indexes, we found a dose-dependent increase in diversity, (Fig. 3), while the opposite was found for the neonicotinoid insecticide Thiacloprid 18 , polystyrene particles at µm levels 52 , and antibiotics 16 . It must be highlighted that in these cited works a significant mortality was detected, whereas in our study sub-lethal doses were tested and no mortality registered. It can thus be speculated ...

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... Research exploring the effects of oral exposure to pollutant PM on bees focused on alterations in the gut microbial population or cytological and histological abnormalities of the gut epithelium (Al Naggar et al. 2021). Worker bees exposed to submicrometric TiO 2 particles, a widespread airborne contaminant, showed differences in the bacterial community and alterations in the abundance of putative probiotic species (Papa et al. 2021b). ...
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... Another study investigated the ecotoxicological effects of titanium dioxide (TiO 2 ), i.e., a widely used compound in various industries such as food and cosmetics as a filler and whitening agent, albeit classified as a possible human carcinogen (Group 2B) by the International Agency for Research on Cancer (IARC). In 2021, Papa and colleagues (Papa et al. 2021c) demonstrated the sublethal effects of TiO 2 sub-micrometer particles on the bee gut microbiota following acute and chronic exposure. In acute exposure, the probiotic Lactobacillus kimbladii was found to be significantly affected. ...
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... Current studies on the oral exposure of pollinators to particles indicate both lethal and sub-lethal effects [101,102]. In particular, cytological and histological modifications of the gut epithelium or alterations in the gut microbial community have been demonstrated [103][104][105]. Indeed, ingested particles can come into contact with epithelial cells and the microbiome lining the gut, posing hazards to the gut community [105]. ...
... In particular, cytological and histological modifications of the gut epithelium or alterations in the gut microbial community have been demonstrated [103][104][105]. Indeed, ingested particles can come into contact with epithelial cells and the microbiome lining the gut, posing hazards to the gut community [105]. Recent evidence also suggests that gut microbiota disruption can severely affect the health of bees [106] and further studies are urgently needed to highlight any potential role of the gut microbiome alteration in the Colony Collapse Disorder, a phenomenon that causes loss of bee colonies worldwide [102]. ...
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... The publication trends of the relationships between honey and health research are reported in Figure 2. The first paper on this topic was published in 1915 by an anonymous author and concerns extra-floral nectaries [215]. The most recent work was published by Papa et al. [216] and studied the acute and chronic effects of titanium dioxide (TiO 2 ) particulate matter on honeybee gut microbiota under laboratory conditions. Acute and chronic oral administration of ultrapure TiO 2 particulate matter to adult bees altered the bee microbial community; therefore, airborne particulate matter may represent an additional risk factor for honeybee health, promoting sublethal effects against the gut microbiota [216]. ...
... The most recent work was published by Papa et al. [216] and studied the acute and chronic effects of titanium dioxide (TiO 2 ) particulate matter on honeybee gut microbiota under laboratory conditions. Acute and chronic oral administration of ultrapure TiO 2 particulate matter to adult bees altered the bee microbial community; therefore, airborne particulate matter may represent an additional risk factor for honeybee health, promoting sublethal effects against the gut microbiota [216]. The second most recent paper was a work by Sharif et al. [217] that, by looking for new, non-invasive methods to monitor the health status of the colony, introduced new features for classifying beehive audio samples using the soundscape indices [217]. ...
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