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Microbiome composition of harbor seal pups and adults. (A) Phyla with a relative abundance > 1%. (B) Top 15 most abundant ASVs detected in the microbiome of harbor seals. The number of ASVs is shown when the species is unassigned. (C) Number of unique (single dot), shared (connected dots), and total (horizontal bars) ASVs among ages and sexes. (D) The core microbiome of harbor seals among pup and adult. The core group consisted of ASVs with an 80% prevalence and a relative abundance ≥ 0.01%. The Venn diagram shows the number of ASVs and their relative abundance in each core group.

Microbiome composition of harbor seal pups and adults. (A) Phyla with a relative abundance > 1%. (B) Top 15 most abundant ASVs detected in the microbiome of harbor seals. The number of ASVs is shown when the species is unassigned. (C) Number of unique (single dot), shared (connected dots), and total (horizontal bars) ASVs among ages and sexes. (D) The core microbiome of harbor seals among pup and adult. The core group consisted of ASVs with an 80% prevalence and a relative abundance ≥ 0.01%. The Venn diagram shows the number of ASVs and their relative abundance in each core group.

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Dietary changes are the major variation cause in the composition of the gut microbiota. The short lactation phase in phocids provides an exceptional opportunity to explore the microbiota's response to a quick transition from a milk-based to a solid diet. We investigated the effects of age and sex on the gut microbiota of harbor seals in Mexico usin...

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... To the best of our knowledge, no studies in otariids are available that specifically examine the influence of phylogeny on the composition of their gut microbiota. Also, at present, research on the microbiota composition of Mexican pinnipeds is limited (9)(10)(11)(12), and the influence of phylogeny on their microbiota remains uncertain. Additionally, there is a lack of data on the gut microbiota of Guadalupe fur seals and California sea lions in the Mexican Pacific. ...
... We amplified the V4 hypervariable region of the 16S rRNA gene with the doubleindexing strategy proposed by Kozich and co-workers (24). The PCR reaction and program were performed as described in a previous study (9). Briefly, approximately 15 ng of DNA was used in a 25 μL reaction using the 515Y and 806R primers (25), specific for the V4 region of the 16S rRNA gene. ...
... Previous studies have shown that the microbiota of elephant seal pups becomes sexually differentiated during the early stages of life to meet their unique physiological requirements (11). In contrast, in harbor seals, the gut microbiota composition is similar between female and male pups (9). ...
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Studying how phylogeny influences the composition and functions of microbiotas within animal hosts is essential for gaining insights into the connection between genetics, ecology, and health in the animal kingdom. However, due to limited comprehensive studies, this influence remains unclear for many wild mammals, including Mexican pinnipeds. We employed 16S rRNA gene deep-sequencing to investigate the impact of phylogeny on the gut microbiota of four pinniped species inhabiting Mexican shores: the Pacific harbor seal (Phoca vitulina richardii), the northern elephant seal (Mirounga angustirostris), the California sea lion (Zalophus californianus), and the Guadalupe fur seal (Arctocephalus philippii townsendi). Our results indicated that factors such as diets and shared life histories exerted more influence on microbiota composition than phylogeny alone. Notably, otariid species sharing similar life histories displayed greater microbiota similarity than phocids, which have distinct life histories and fewer microbiota similarities. Furthermore, harbor seals have more microbial similarities with the two otariid species than with elephant seals. Of particular concern, we observed a higher abundance of potentially pathogenic bacteria (e.g., Photobacterium damselae and Clostridium perfringens) in harbor seals and Guadalupe fur seals compared to other pinnipeds. This finding could pose health threats to these species and nearby human populations. IMPORTANCE Pinnipeds in Mexico host microbial communities that remain understudied. While several factors can influence microbiota composition, the role of phylogenetic relationships among these pinnipeds remains unclear due to limited knowledge of the microbiota in certain species. This study aimed to fill this gap by characterizing the composition and function of the gut microbiota in the four pinniped species that occur in Mexico. Our analysis reveals that shared diets and life histories contribute to similarities in the composition of gut microbial communities. This study also highlights the potential differences in the metabolic capabilities and adaptations within the gut microbiota of pinnipeds. Understanding how phylogeny impacts microbial communities enhances our insights into the evolutionary dynamics of marine mammals.
... The aquatic habitat plays a crucial role in shaping the microbiome of marine mammals, however it is not the sole factor determining its structure [12]. Studies done on different seal species show that their gut microbiome is determined, among other factors, by species, age, sex, diet, gut length and physiology, and environment [1,7,[13][14][15][16][17][18]. For example, Northern elephant seals (Mirounga angustirostris) show sexual dimorphism in their gut microbiome even before external physical differences between males and females are visible [7]. ...
... Due to expected biological differences [17,29], all analyses were performed separately for pups and weaners. ...
... https://doi.org/10.1371/journal.pone.0295072.g006 determinant of the gut microbiome [17,37]; however, in our study, age did not have significant associations with richness. ...
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... Significant differences in the composition of honeybee gut microbiota in different seasons were found [139]. The gut microbiota of seals is affected by age and sex [140]. In gastropods, the composition of gut microbiota can be affected by the environment, sex, diet, and infection status (Fig. 3), indicating that gastropod gut microbiota can be influenced by multiple factors. ...
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... For this, we identified the bacterial genera and ASVs that were present in >85% of samples at mean relative abundances of at least 0.5%. This prevalence cutoff was an intermediate of the cutoffs that have been previously employed in other mammalian microbiome studies (80% prevalence cutoff for harbor seals and 9 species of nonhuman primates, 90% prevalence cutoff for wild baboons, 100% prevalence cutoff for domestic cats and Welsh ponies) (119)(120)(121)(122)(123). For ASVs for which genus was unknown, the next most refined level of known taxonomic classification was used (e.g., family). ...
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Facultative marine bacterial pathogens sense environmental signals so that the expression of virulence factors is upregulated on entry into hosts and downregulated during the free-living lifestyle in the environment. In this study, we utilized transcriptome sequencing to compare the transcriptional profiles of Photobacterium damselae subsp. damselae , a generalist pathogen that causes disease in diverse marine animals and fatal infections in humans at NaCl concentrations that mimic the free-living lifestyle or host internal milieu, respectively. We here show that NaCl concentration constitutes a major regulatory signal that shapes the transcriptome and uncover 1,808 differentially expressed genes (888 upregulated and 920 downregulated in response to low-salt conditions). Growth at 3% NaCl, a salinity that mimics the free-living lifestyle, upregulated genes involved in energy production, nitrogen metabolism, transport of compatible solutes, utilization of trehalose and fructose, and carbohydrate and amino acid metabolism with strong upregulation of the arginine deiminase system (ADS). In addition, we observed a marked increase in resistance to antibiotics at 3% NaCl. On the contrary, the low salinity conditions (1% NaCl) that mimic those encountered in the host triggered a virulence gene expression profile that maximized the production of the type 2 secretion system (T2SS)-dependent cytotoxins damselysin, phobalysin P, and a putative PirAB-like toxin, observations that were corroborated by the analysis of the secretome. Low salinity also upregulated the expression of iron-acquisition systems, efflux pumps, and other functions related to stress response and virulence. The results of this study greatly expand our knowledge of the salinity-responsive adaptations of a generalist and versatile marine pathogen. IMPORTANCE Pathogenic Vibrionaceae species experience continuous shifts of NaCl concentration in their life cycles. However, the impact of salinity changes in gene regulation has been studied in a small number of Vibrio species. In this study, we analyzed the transcriptional response of Photobacterium damselae subsp. damselae ( Pdd ), a generalist and facultative pathogen, to changes in salinity, and demonstrate that growth at 1% NaCl in comparison to 3% NaCl triggers a virulence program of gene expression, with a major impact in the T2SS-dependent secretome. The decrease in NaCl concentration encountered by bacteria on entry into a host is proposed to constitute a regulatory signal that upregulates a genetic program involved in host invasion and tissue damage, nutrient scavenging (notably iron), and stress responses. This study will surely inspire new research on Pdd pathobiology, as well as on other important pathogens of the family Vibrionaceae and related taxa whose salinity regulons still await investigation.
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