Skip to main content
Frontiers in Microbiology logoLink to Frontiers in Microbiology
. 2021 Oct 11;12:726795. doi: 10.3389/fmicb.2021.726795

Contribution of Maternal and Paternal Transmission to Bacterial Colonization in Nematostella vectensis

Laura Baldassarre 1,2,, Shani Levy 3,, Rinat Bar-Shalom 3, Laura Steindler 3, Tamar Lotan 3, Sebastian Fraune 1,*
PMCID: PMC8544946  PMID: 34707584

Abstract

Microbial communities confer multiple beneficial effects to their multicellular hosts. To evaluate the evolutionary and ecological implications of the animal-microbe interactions, it is essential to understand how bacterial colonization is secured and maintained during the transition from one generation to the next. However, the mechanisms of symbiont transmission are poorly studied for many species, especially in marine environments, where the surrounding water constitutes an additional source of microbes. Nematostella vectensis, an estuarine cnidarian, has recently emerged as model organism for studies on host-microbes interactions. Here, we use this model organism to study the transmission of bacterial colonizers, evaluating the contribution of parental and environmental transmission to the establishment of bacterial communities of the offspring. We induced spawning in adult male and female polyps of N. vectensis and used their gametes for five individual fertilization experiments. While embryos developed into primary polyps, we sampled each developmental stage and its corresponding medium samples. By analyzing the microbial community compositions of all samples through 16S rRNA gene amplicon sequencing, we showed that all host tissues harbor microbiota significantly different from the surrounding medium. Interestingly, oocytes and sperms are associated with distinct bacterial communities, indicating the specific vertical transmission of bacterial colonizers by the gametes. These differences were consistent among all the five families analyzed. By overlapping the identified bacterial ASVs associated with gametes, offspring and parents, we identified specific bacterial ASVs that are well supported candidates for vertical transmission via mothers and fathers. This is the first study investigating bacteria transmission in N. vectensis, and among few on marine spawners that do not brood larvae. Our results shed light on the consistent yet distinct maternal and paternal transfer of bacterial symbionts along the different life stages and generations of an aquatic invertebrate.

Keywords: vertical transmission, horizontal transmission, marine symbioses, cnidaria, anthozoa

Introduction

Multicellular organisms originated in a world dominated by unicellular organisms. Thus, the current-day relationships of animals and microbes, from parasitism to mutualism, evolved most likely from ancient unicellular eukaryote–bacterial interactions (McFall-Ngai et al., 2013; Bosch and McFall-Ngai, 2021). In aquatic environments these relationships are essential components of animal health and physiology, influencing the nutrient cycling (Wegley et al., 2007; Raina et al., 2009; Lema et al., 2012; Santos et al., 2014), gut development (Rawls et al., 2004), resistance against pathogen colonization (Jung et al., 2009; Krediet et al., 2013; Fraune et al., 2015), osmoregulation and oxidative stress responses (Lesser, 1996; Bourne et al., 2016; Peixoto et al., 2017; Rosado et al., 2019), as well as larvae settlement and metamorphosis (Dobretsov and Qian, 2004; Hadfield, 2010; Tran and Hadfield, 2011; Huang et al., 2012).

Given the importance of these relationships, it is essential to understand how bacterial colonization is secured and maintained during the transition from one generation to the next (Bosch and McFall-Ngai, 2021). There are two ways animals acquire their bacterial symbionts, horizontal transmission, in which the bacterial symbionts are acquired from the environment, and vertical transmission in which the bacterial symbionts are transferred via the gametes or by direct contact with the parents. In most animals a combination of both mechanisms (mixed mode transmission) contributes to the establishment of early life bacterial colonization (Bright and Bulgheresi, 2010). While vertical transmission of bacterial symbionts facilitates the evolution and maintenance of mutualistic relationships (Koga et al., 2012; Bosch and McFall-Ngai, 2021), horizontal acquisition requires efficient host selection mechanisms to ensure appropriate bacterial colonization (Nyholm and McFall-Ngai, 2004; Franzenburg et al., 2013). For microbes that are transmitted horizontally, symbiotic life is facultative and free-living populations serve as reservoirs for colonization (Bright and Bulgheresi, 2010). In the marine environment, such free-living populations occur both in shallow and deep waters (Gros et al., 2003; Aida et al., 2008; Harmer et al., 2008) and, in some cases, are replenished by the release of symbionts from the host itself (Salerno et al., 2005). These bacteria provide a diverse pool of potential colonizers for horizontal acquisition and could confer advantages under changing environmental conditions (Hartmann et al., 2017).

As marine invertebrates have great diversity of life history, reproductive and developmental modes, they exhibit diverse modes of bacterial transmission (Russell, 2019). An accredited idea among authors was that species that brood their larvae, transmit symbionts to the next generations through direct contact of the parents with the offspring (Bright and Bulgheresi, 2010; Di Camillo et al., 2012; Bernasconi et al., 2019), while transmission in broadcast spawners, is dominated by horizontal transfer of bacteria from the surrounding water (van Oppen and Blackall, 2019). As more studies are being conducted, there are more evidences that do not necessarily support this idea (Nussbaumer et al., 2006; Apprill et al., 2012; Leite et al., 2017; Björk et al., 2019; Oliveira et al., 2020). Many broadcast spawners pass their symbionts to their offspring by incorporating them into the mucus that envelops oocyte and sperm bundles (Ceh et al., 2012; Ricardo et al., 2016; Leite et al., 2017) and a wide spectrum of mixed-mode transmission in brooders and in free and broadcast spawners is revealed (Sipkema et al., 2015; Fieth et al., 2016; Bernasconi et al., 2019; Damjanovic et al., 2020b).

Nematostella vectensis is an anthozoan cnidarian that lives burrowed in sediments of estuarine areas and is widely used as model organism in eco-evo-devo studies (Hand and Uhlinger, 1994; Fraune et al., 2016). N. vectensis reproduces both sexually and asexually and its full life cycle can be maintained under laboratory conditions. It is gonochoric and the sexual reproduction is triggered by changes in light exposure, food intake and increased temperature. Adult females release several hundreds of oocytes embedded in gelatinous sacks, while adult males release sperms directly into the surrounding water (Hand and Uhlinger, 1992; Fritzenwanker and Technau, 2002; Stefanik et al., 2013). The embryos develop inside the gelatinous sack and, within 1 to 2 days, ciliated planula larvae hatch from the oocytes and is released into the water where they remain freely swimming until settlement. After settlement, the planulae metamorphose into primary polyps. Under optimal conditions, the sexual maturity is reached within 3–4 months (Hand and Uhlinger, 1992).

Previous studies showed that adult N. vectensis harbors a specific microbiota whose composition changes in response to different environmental conditions and among geographic locations (Mortzfeld et al., 2016). In addition, sampling of different body regions (physa, mesenteries and capitulum) of the adult revealed a specific microbiota for each region, with specific dominance of spirochaetes bacteria within the capitulum (Bonacolta et al., 2021). Also changes in the diet lighting cycle induced differences in composition and relative abundance in N. vectensis microbiome (Leach et al., 2019). It has also been observed that different life stages (larva, juvenile, and adult) host specific microbiota (Mortzfeld et al., 2016; Domin et al., 2018).

In this study, we aimed at understanding how microbial symbionts are transmitted through generations and established in early life stages. Through metabarcoding of the 16S rRNA gene, we analyzed the microbial community composition in separated pairs of adult female and male polyps, and their corresponding newly released gametes, planula larvae and primary polyps. The comparisons to the corresponding medium microbiota allowed us to identify bacterial species that are specifically host associated and putatively maternally and paternally transmitted to the offspring.

Materials and Methods

Animal Culture

Nematostella vectensis anemones were F1 offspring of CH2 × CH6 individuals collected from the Rhode River in Maryland, United States (Hand and Uhlinger, 1992; Fritzenwanker and Technau, 2002). Adult polyps were cultured in N. vectensis medium (NM) composed of 12.5 ppt artificial sea water (Red Sea) and maintained at 18°C in the dark. They were fed five times a week with freshly hatched Artemia brine shrimps (Ocean Nutrition Sep-Art Artemia Cysts). Embryos were raised at 21°C in the dark and planulae or polyps were collected.

Spawning Induction and Fertilization

Five adult female polyps (labeled with numbers) and five adult male polyps (labeled with letters) were starved for 4 days prior to fertilization at standard conditions (18°C, in the dark), to avoid contamination from the food. A day before induction the animals were washed three times with sterile NM (autoclaved and filtered on 0.22 μm membrane) and separated into sterile six well plates. The induction was performed by exposing both males and females to increased temperature (25°C) and light for 13 h. After spawning, the adults were washed three times with sterile NM, snap-frozen in liquid nitrogen and stored at −80°C until DNA extraction. As control, the media where each female was kept before and during induction was filtered on a 0.22 μm membrane and stored at −80°C for DNA extraction. Sperms and oocyte sacks were individually collected into 1.5 ml tubes. Half of the sperms from each male polyp was collected for DNA extraction and the other half was used for fertilization of the oocytes. The sperms for DNA extraction were washed three times in sterile NM and stored at −80°C until processing. Each oocyte sack (here referred as oocytes) was washed three times in sterile NM and cut in two halves using a sterile scalpel; one half was collected for DNA extraction and the other half was fertilized. Four days post-fertilization (dpf), fertilized oocytes developed into planulae. Half of the planulae from each oocyte sack was washed three times with sterile NM and collected for DNA extraction, the other half was kept in the incubator for further development. Ten dpf, planulae developed into primary polyps that were washed three times with NM and collected for DNA extraction (Figure 1).

FIGURE 1.

FIGURE 1

Experimental design. Five pairs of parent polyps were induced for spawning. Their gametes and offspring were collected separately and used for further development and 16S rRNA gene sequencing.

DNA Extraction and 16S rRNA Sequencing

The gDNA was extracted from adult animals, oocyte sacks, sperms, planulae, and primary polyps, with the DNeasy® Blood and Tissue Kit (Qiagen, Hilden, Germany) as described in the manufacturer’s protocol. DNA was eluted in 100 μL elution buffer. The eluate was kept frozen at −20°C until sequencing. For each sample the hypervariable regions V1 and V2 of bacterial 16S rRNA genes were amplified. The forward primer (5′- AATGATACGGCGACCACCGAGATCTACAC XXXXXXXX TATGGTAATTGT AGAGTTTGATCCTGGCTCAG-3′) and reverse primer (5′- CAAGCAGAAGACGGCATACGAGAT XXXXXXXX AGTCAGTCAGCC TGCTGCCTCCCGTAGGA GT -3′) contained the Illumina Adaptor (in bold) p5 (forward) and p7 (reverse) (Fadrosh et al., 2014). Both primers contain a unique 8 base index (index; designated as XXXXXXXX) to tag each PCR product. For the PCR, 100 ng of template DNA (measured with Qubit) were added to 25 μl PCR reactions, which were performed using Phusion® Hot Start II DNA Polymerase (Finnzymes, Espoo, Finland). All dilutions were carried out using certified DNA-free PCR water (JT Baker). PCRs were conducted with the following cycling conditions [98°C—30 s, 30 × (98°C—9 s, 55°C—60 s, 72°C—90 s), 72°C—10 min] and checked on a 1.5% agarose gel. The concentration of the amplicons was estimated using a Gel Doc TM XR + System coupled with Image Lab TM Software (BioRad, Hercules, CA, United States) with 3 μl of O’GeneRulerTM 100 bp Plus DNA Ladder (Thermo Fisher Scientific, Inc., Waltham, MA, United States) as the internal standard for band intensity measurement. The samples of individual gels were pooled into approximately equimolar sub-pools as indicated by band intensity and measured with the Qubit dsDNA br Assay Kit (Life Technologies GmbH, Darmstadt, Germany). Sub-pools were mixed in an equimolar fashion and stored at −20°C until sequencing. Sequencing was performed on the Illumina MiSeq platform with v3 chemistry (Rausch et al., 2016). The raw data are deposited at the Sequence Read Archive (SRA) and available under the project ID PRJNA737505.

Analyses of Bacterial Communities

A total of 35 samples belonging to five separated families (five mothers, five fathers, five sperm batches, five oocyte sacks, five planulae batches, five primary polyps batches, and five medium controls) were submitted for 16S RNA gene sequencing. The 16S rRNA gene amplicon sequence analysis was conducted through the QIIME2 2021.4 platform (Bolyen et al., 2019). Sequences with 100% identity were grouped into ASVs and clustered against the SILVA RNA reference database (Quast et al., 2013; Yilmaz et al., 2014). Denoising and quality filtering were performed through the DADA2 plugin implemented in QIIME2 (Callahan et al., 2016, p. 2). A sample with less than 7000 reads was removed from the dataset, being considered as outlier. For the successive analysis, the number of ASVs per sample was normalized to 7000 reads.

Alpha-diversity was calculated using the Faith’s PD, evenness, dominance and the total number of observed ASVs metrics implemented in QIIME2. Statistical significance was tested through the non-parametric Kruskal-Wallis test through QIIME2 and JASP 0.14.1 (JASP Team, 2020).

Beta-diversity was calculated in QIIME1 (Caporaso et al., 2010) and QIIME2 according with the different β-diversity metrics available (Binary-Pearson, Bray-Curtis, Jaccard, Weighted-Unifrac, and Unweighted-Unifrac). Statistical values of clustering were calculated using the non-parametric comparing categories methods PERMANOVA and Anosim implemented in QIIME2.

Bacterial ASVs associated with specific conditions were identified through LEfSe (Segata et al., 2011). LEfSe uses the non-parametric factorial Kruskal-Wallis sum-rank test to detect features with significant differential abundance, with respect to the biological conditions of interest; subsequently LEfSe uses Linear Discriminant Analysis (LDA) to estimate the effect size of each differentially abundant feature. To identify vertically transmitted bacteria ASVs, we performed pairwise comparisons of the surrounding medium microbiota with the microbiota of the N. vectensis samples. We were then able to infer ASVs associated with each animal life stage and therefore putative bacterial candidates for vertical transmission. The results obtained from LEfSe analyses were cross-checked against the outcomes of a logical test based on presence/absence data, performed directly on the ASV table generated for each sampled family. We assumed that a maternally transmitted bacterium should be present simultaneously in the microbiota of mother polyps, oocytes and planulae but absent from the medium and a paternally transmitted bacterium should be present in father polyps, sperms and planulae but absent from the medium. Bacterial ASVs that might be acquired horizontally from the medium by the early life stages were filtered by their concurrent presence in planula or primary polyps and medium and absence in the gametes.

Results

Microbiota Associated With N. vectensis Tissues Is Distinct From Surrounding Medium

The experimental setup allowed us to assign gametes and offspring to their parent polyps in order to identify bacterial colonizers that are likely transmitted vertically among separated animal families and to differentiate them from the surrounding medium (Figure 1).

The sequencing was successful for 34 samples. After filtering and denoising, 2325 different ASVs were detected, with the number of reads per sample ranging between 678748 and 7026 (Supplementary Table 1). Beta-diversity analyses revealed that bacterial communities from the surrounding medium were distinct from those associated with host tissue (Figure 2A and Table 1), indicating a specific bacterial colonization in all life stages of N. vectensis. In contrast, α-diversity analyses revealed no significant differences between the bacterial communities of the medium to the bacterial communities associated with host tissues (Figure 2B and Supplementary Table 2). Although the medium showed a similar species richness compared to the animal tissues (Figure 2B), bacterial species in the medium showed lower diversity at the phylum level compared to those associated with the host (Figure 2C), e.g., Spirochaetota and Firmicutes are absent in the medium. In comparison, the host bacterial communities showed a higher evenness and lower dominance (Figure 2C and Supplementary Table 2) and harbored uniquely more bacterial species than the medium, with an overlap of 161 ASVs shared between both medium and host (Supplementary Figure 1). Given that the life stages of N. vectensis associate with specific bacterial communities distinct from the environment, a portion of these is likely to be non-random.

FIGURE 2.

FIGURE 2

Microbiota diversity analyses among sample source and life stage. (A) PCoA (based on Binary-Pearson metric, sampling depth = 7000) illustrating similarity of bacterial communities based on sample source; (B) α-diversity (observed ASVs) comparison of medium and animal tissue samples (max rarefaction depth = 7000, num. steps = 10); (C) relative abundance of main bacterial groups between host and medium samples; (D) PCoA (based on Binary-Pearson metric, sampling depth = 7000) illustrating similarity of bacterial communities based on developmental stage; (E) α-diversity (observed ASVs) comparison by developmental stage (max rarefaction depth = 7000, num. steps = 10); (F) relative abundance of main bacterial groups among different life stages.

TABLE 1.

Beta-diversity statistical tests comparing the different sample sources, the developmental stages and the families.

ANOSIM
PERMANOVA
Parameter β-diversity metric R p-value pseudo-F p-value
host vs. medium Binary-Pearson 0.987 0.001 10.130 0.001
Bray-Curtis 0.940 0.001 9.757 0.001
Jaccard 0.978 0.001 6.048 0.001
Weighted-Unifrac 0.198 0.069 5.800 0.001
Unweighted-Unifrac 0.865 0.001 6.559 0.001
life stage Binary-Pearson 0.408 0.001 1.926 0.001
Bray-Curtis 0.488 0.001 2.682 0.001
Jaccard 0.458 0.001 1.544 0.001
Weighted-Unifrac 0.468 0.001 3.553 0.001
Unweighted-Unifrac 0.339 0.001 1.614 0.001
Family Binary-Pearson 0.004 0.420 1.041 0.347
Bray-Curtis 0.000 0.465 0.984 0.470
Jaccard −0.030 0.682 1.020 0.353
Weighted-Unifrac −0.031 0.698 0.978 0.467
Unweighted-Unifrac −0.031 0.683 0.975 0.573

Statistical analyses were performed (methods ANOSIM and PERMANOVA, number of permutations = 999) on each of the pairwise comparison distance matrices generated.

Specific Bacterial Communities Colonize Oocytes and Sperms

Analyzing the associated bacterial communities of N. vectensis according with their life stages revealed a clear clustering (Figure 2D and Table 1). Interestingly, the bacterial communities of sperms and oocytes were distinct from those of all the other life stages and from each other, indicating distinct mechanisms shaping the bacterial colonization of gametes (ANOSIM: R = 0.444, p = 0.003, Figure 2D), and a specific transmission from male and female parent polyps. Both planulae and primary polyps harbored similar bacterial communities (Figure 2D) that clustered between the sperms and oocytes samples, suggesting the contribution of maternal and paternal transmitted bacteria to early life stages colonization. While no significant differences in the bacterial α-diversity could be detected, sperms harbored bacterial communities with a slightly lower bacterial α-diversity compared to all the other samples (Figure 2E and Supplementary Table 3).

In contrast, no clustering (Supplementary Figure 2A and Table 1) and no differences in α-diversity (Supplementary Figure 2B and Supplementary Table 4) were evident according to family status.

Looking at the different bacterial groups, greater abundances of Spirochaetota (between 23.2 ± 17.2% and 5.2 ± 5.9%) and Firmicutes (between 27.3 ± 13.6% and 10.4 ± 7.8%) were evident in the adults and in the oocytes, while Bacteroidota were relatively more abundant in the sperms and in the offspring (between 27.6 ± 29.2% and 12.4 ± 12.4%). The abundance of Alphaproteobacteria increased from the adults (23.4 ± 10.9% and 27.2 ± 13.9%, respectively) through the primary polyps, in which they reached the maximum abundance (46.4 ± 9.3%) (Figure 2F). These differences among life stages and sexes suggest a differential transmission of specific bacterial groups through the gametes.

Offspring Bacterial Colonizers Originate From Oocytes, Sperms, and Surrounding Medium

By using the LEfSe algorithm (Segata et al., 2011) and the pairwise comparisons between host tissues and surrounding medium, we identified 15 ASVs that were significantly more abundant in mother polyps, oocytes, and planulae (Figure 3A and Supplementary Table 5) and 5 ASVs that were significantly more abundant in father polyps, sperms and planulae (Figure 3B and Supplementary Table 5), than in the surrounding medium. By overlapping these results with those obtained from the presence-absence calculations (Supplementary Table 1), we were further able to filter the LEfSe results to those candidates that were completely absent from the medium in any of the animal families (Supplementary Table 6). We ended up with 13 ASVs potentially transmitted by the mother and 5 ASVs potentially transmitted by the father (Figure 3C). The ASVs potentially transmitted by both mother and father polyps belong to the classes Alpha- and Gammaproteobacteria (Supplementary Table 6). In addition, one ASV potentially transmitted by mother polyps is a member of the Firmicutes phylum, while father polyps potentially transmit one member of the Bacteroidota phylum (Figure 3C). The high resolution of the presence-absence analysis, allowed us to also point out a slight variability in bacterial transmission that occur between different families (Supplementary Table 6).

FIGURE 3.

FIGURE 3

Vertical and horizontal contributions to offspring microbiota. (A) Venn diagram showing the number of ASVs shared between mothers, oocytes and planulae; (B) Venn diagram showing the number of ASVs shared between fathers, sperms and planulae; (C) Bar-chart of parentally transmitted bacterial ASVs divided by major groups; (D) Bar-chart of environmentally transmitted bacterial ASVs divided by major groups.

In a final step we aimed at detecting bacterial ASVs that are present in the offspring and in the medium but not in the gametes, and thus, likely acquired horizontally from the medium. For planulae and primary polyps, we detected 24 and 25 ASVs, respectively, with an overlap of 10 ASVs shared between both developmental stages (Supplementary Table 6). In both planulae and primary polyps, these bacteria belonged to the classes Alpha- and Gammaproteobacteria, and the phyla Bacteroidota and Actinobacteriota. In addition, the primary polyps shared with the medium also four members of the Firmicutes (Figure 3D). These results suggest that each developmental stage is able to associate with different and specific environmental symbionts.

Discussion

Maternal and Paternal Transmission of Bacterial Symbionts

A reliable transfer of specific symbionts is required to maintain the bacterial associations across generations. Thereby, vertically transmitted bacteria may represent beneficial symbionts, necessary for animals’ development and physiology, bacteria that lack a free-living stage, or more simply, bacteria that are present in the open water in too low abundance to be recruited (Salerno et al., 2005; Bright and Bulgheresi, 2010). So far, few studies have undertaken a detailed comparison of microbial communities of parents, gametes and progeny in marine organisms (Sipe et al., 2000; Bright and Bulgheresi, 2010; Sharp et al., 2012; Leite et al., 2017; Quigley et al., 2017, 2018, 2019; Bernasconi et al., 2019; Damjanovic et al., 2020a; Oliveira et al., 2020; Igawa-Ueda et al., 2021).

Our results, consistent with results obtained in former studies on broadcast spawning corals (Sharp et al., 2010; Quigley et al., 2017), indicate that N. vectensis transmits microbial symbionts to its offspring mainly maternally. Current knowledge is limited on the contribution of male parents to the progeny microbiota (Damiani et al., 2008; Watanabe et al., 2014; De Vooght et al., 2015); nevertheless, some examples exist regarding marine invertebrates (Usher et al., 2005; Sharp et al., 2010; Padilla-Gamiño et al., 2012; Kirk et al., 2013; Leite et al., 2017). In our study it seems that also male polyps transmit specific bacteria to the next generation.

As suggested from previous studies on corals, we hypothesize that in N. vectensis mother polyps incorporate bacterial colonizers into the mucus bundles that surround the oocytes (Ceh et al., 2012; Ricardo et al., 2016; Leite et al., 2017), while the sperms may acquire the bacteria before fertilization by horizontal transmission through water, which contains bacteria released by the parents (van Oppen and Blackall, 2019). This strategy is less specific than strict vertical transfer, however, not as non-specific as random horizontal acquisition of seawater communities (Ceh et al., 2013).

Our results are supported by fluorescence in situ hybridization (FISH) approaches applied on coral larvae and gametes, indicating the presence of bacteria in the ectoderm of brooded larvae (Sharp et al., 2012), but not inside gametes, embryos, and larvae of several broadcast spawners (Sharp et al., 2010).

Offspring Microbiota Results From Mixed-Mode Bacterial Transmission

Nematostella vectensis male and female polyps transmit different bacterial species through their gametes, with the oocytes contributing the most to the bacterial assemblage of the planulae, thus indicating distinct selecting forces. For instance, through the oocyte bundles, the mothers might provide the developing embryos with specific antimicrobial peptides (Fraune et al., 2010) and, in the case of N. vectensis also with nematosomes, multicellular motile bodies with putative defense function (Babonis et al., 2016). In vertebrates, like birds, fishes, and reptiles, passive immunity is transmitted through the deposition of antibodies in eggs (Grindstaff et al., 2003) and the fertilization envelope of fish eggs has demonstrated bactericidal activity (Kudo and Inoue, 1989).

Although not yet demonstrated, the bigger size of oocytes and the presence of a cytoplasm, in comparison to the sperm, may offer more room for carrying symbionts on the surface and/or intracellularly; sperms on the other hand, may carry strict symbionts in the nucleus (Usher et al., 2005; Watanabe et al., 2014). Additionally, the offspring can be partly colonized post-spawning through the uptake of microbial associates released by the parents into the surrounding seawater, as previously described (Apprill et al., 2009; Sharp et al., 2010; Ceh et al., 2012, 2013).

As already observed, the early life stages and adult microbiota in N. vectensis differ significantly (Mortzfeld et al., 2016; Domin et al., 2018). Our results suggest that a portion of the early life stages microbiota is the result of a parental transmission while another part is horizontally acquired from the environment during ontogeny. This hypothesis is supported also by the tendency of higher bacterial species richness associated with the early developmental stages in comparison to that of the adults. Higher α-diversity in the early life stages has been described also in other studies on marine animals (Nyholm and McFall-Ngai, 2004; Littman et al., 2009; Fieth et al., 2016; Mortzfeld et al., 2016; Epstein et al., 2019) indicating an host filtering window during which the microbiota is shaped to a more stable community. This can relate with the different ecological (e.g., pelagic vs. benthonic, motile vs. sessile, preying vs. filter-feeding) and/or developmental requirements across the life stages of animals that have complex life cycles (Mortzfeld et al., 2016; Bosch and McFall-Ngai, 2021; Putnam, 2021). N. vectensis’ life cycle includes a pelagic, freely swimming, not feeding planula larva and benthonic, sessile, preying primary polyp and adult stages. Therefore, it is easy to imagine that the symbiotic microbial community is impacted by the deep ecological and morphological changes during host development and that specific bacterial species may provide different benefits to the different life stages. As already pointed out (Fraune et al., 2010), organisms in which embryos develop outside the mother’s body, in a potentially hostile environment, use a “be prepared” strategy involving species-specific, maternally produced antimicrobial peptides for protection. These antimicrobial peptides not only have bactericidal activity but also actively shape and select the colonizing bacterial community (Fraune et al., 2010; Fieth et al., 2016). It is likely that also N. vectensis is able to employ different mechanisms to shape and control its symbiotic microbiota in a life stage-specific manner.

Consistently with previous studies (Gilbert et al., 2012; Deines et al., 2017; Hernandez-Agreda et al., 2017; Goldsmith et al., 2018; Sullam et al., 2018; Glasl et al., 2019; Berg et al., 2020), our results showed that between different parents a slight variability of vertically and environmentally transmitted bacteria exists, highlighting the potential impact of host genotype and stochastic events on symbiotic community establishment of offspring.

The hologenome theory of evolution (Zilber-Rosenberg and Rosenberg, 2008) proposed that microbiome mediated plasticity of the host phenotype can be under selection pressure and may contribute to animal adaptation. Vertical transmission of the microbiota could therefore facilitate transgenerational adaptation of animals to changing conditions (Webster and Reusch, 2017), while horizontal transmission may mitigate some of the deleterious consequences of obligate host-association/strict vertical transmission (e.g., genome degradation and reduction of effective population size) (Russell, 2019). Concertedly, vertical transmission may secure the maintenance of coevolved beneficial bacteria, while horizontal acquirement of new bacterial partners increases the flexibility of beneficial effects under changing environmental conditions. Future studies should compare the function of vertically transmitted and horizontally acquired bacterial associates, providing important insights into the potential of microbial communities to promote animal adaptation to changing environmental conditions.

Data Availability Statement

The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/Supplementary Material.

Author Contributions

All authors contributed to conception and design of the study, manuscript revision, read, and approved the submitted version. LB, SL, and RB-S performed the experiment. LB performed the statistical analysis. LB and SF wrote the first draft of the manuscript.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s Note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Funding

The work was supported by the Human Frontier Science Program (Young Investigators’ Grant) RGY0079/2016 and the CRC 1182 (Project B1) Deutsche Forschungsgemeinschaft (DFG).

Supplementary Material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmicb.2021.726795/full#supplementary-material

References

  1. Aida M., Kanemori M., Kubota N., Matada M., Sasayama Y., Fukumori Y. (2008). Distribution and population of free-living cells related to endosymbiont a harbored in Oligobrachia Mashikoi (a Siboglinid Polychaete) inhabiting tsukumo bay. Microbes Environ. 23 81–88. 10.1264/jsme2.23.81 [DOI] [PubMed] [Google Scholar]
  2. Apprill A., Marlow H. Q., Martindale M. Q., Rappé M. S. (2009). The onset of microbial associations in the coral Pocillopora meandrina. ISME J. 3 685–699. 10.1038/ismej.2009.3 [DOI] [PubMed] [Google Scholar]
  3. Apprill A., Marlow H. Q., Martindale M. Q., Rappé M. S. (2012). Specificity of associations between bacteria and the coral Pocillopora meandrina during early development. Appl. Environ. Microbiol. 78 7467–7475. 10.1128/AEM.01232-12 [DOI] [PMC free article] [PubMed] [Google Scholar]
  4. Babonis L. S., Martindale M. Q., Ryan J. F. (2016). Do novel genes drive morphological novelty? An investigation of the nematosomes in the sea anemone Nematostella vectensis. BMC Evol. Biol. 16:114. 10.1186/s12862-016-0683-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
  5. Berg G., Rybakova D., Fischer D., Cernava T., Vergès M.-C. C., Charles T., et al. (2020). Microbiome definition re-visited: old concepts and new challenges. Microbiome 8:103. 10.1186/s40168-020-00875-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
  6. Bernasconi R., Stat M., Koenders A., Paparini A., Bunce M., Huggett M. J. (2019). Establishment of coral-bacteria symbioses reveal changes in the core bacterial community with host ontogeny. Front. Microbiol. 10:1529. 10.3389/fmicb.2019.01529 [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Björk J. R., Díez-Vives C., Astudillo-García C., Archie E. A., Montoya J. M. (2019). Vertical transmission of sponge microbiota is inconsistent and unfaithful. Nat. Ecol. Evol. 3 1172–1183. 10.1038/s41559-019-0935-x [DOI] [PMC free article] [PubMed] [Google Scholar]
  8. Bolyen E., Rideout J. R., Dillon M. R., Bokulich N. A., Abnet C. C., Al-Ghalith G. A., et al. (2019). Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2. Nat. Biotechnol. 37 852–857. 10.1038/s41587-019-0209-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Bonacolta A. M., Connelly M. T., M Rosales S., Del Campo J., Traylor-Knowles N. (2021). The starlet sea anemone, Nematostella vectensis, possesses body region-specific bacterial associations with spirochetes dominating the capitulum. FEMS Microbiol. Lett. 368:fnab002. 10.1093/femsle/fnab002 [DOI] [PubMed] [Google Scholar]
  10. Bosch T. C. G., McFall-Ngai M. (2021). Animal development in the microbial world: Re-thinking the conceptual framework. In Current Topics in Developmental Biology. Cambridge, MA: Academic Press. 10.1016/bs.ctdb.2020.11.007 [DOI] [PMC free article] [PubMed] [Google Scholar]
  11. Bourne D. G., Morrow K. M., Webster N. S. (2016). Insights into the coral microbiome: underpinning the health and resilience of reef ecosystems. Annu. Rev. Microbiol. 70:340. 10.1146/annurev-micro-102215-095440 [DOI] [PubMed] [Google Scholar]
  12. Bright M., Bulgheresi S. (2010). A complex journey: transmission of microbial symbionts. Nat. Rev. Microbiol. 8 218–230. 10.1038/nrmicro2262 [DOI] [PMC free article] [PubMed] [Google Scholar]
  13. Callahan B. J., McMurdie P. J., Rosen M. J., Han A. W., Johnson A. J. A., Holmes S. P. (2016). DADA2: high-resolution sample inference from Illumina amplicon data. Nat. Methods 13 581–583. 10.1038/nmeth.3869 [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Caporaso J. G., Kuczynski J., Stombaugh J., Bittinger K., Bushman F. D., Costello E. K., et al. (2010). QIIME allows analysis of high-throughput community sequencing data. Nat. Methods 7 335–336. 10.1038/nmeth.f.303 [DOI] [PMC free article] [PubMed] [Google Scholar]
  15. Ceh J., Raina J. B., Soo R. M., van Keulen M., Bourne D. G. (2012). Coral-bacterial communities before and after a coral mass spawning event on Ningaloo Reef. PLoS One 7:e36920. 10.1371/journal.pone.0036920 [DOI] [PMC free article] [PubMed] [Google Scholar]
  16. Ceh J., van Keulen M., Bourne D. G. (2013). Intergenerational transfer of specific bacteria in corals and possible implications for offspring fitness. Microb. Ecol. 65 227–231. 10.1007/s00248-012-0105-z [DOI] [PubMed] [Google Scholar]
  17. Damiani C., Ricci I., Crotti E., Rossi P., Rizzi A., Scuppa P., et al. (2008). Paternal transmission of symbiotic bacteria in malaria vectors. Curr. Biol. 18 R1087–R1088. 10.1016/j.cub.2008.10.040 [DOI] [PubMed] [Google Scholar]
  18. Damjanovic K., Menéndez P., Blackall L. L., van Oppen M. J. H. (2020b). Mixed-mode bacterial transmission in the common brooding coral Pocillopora acuta. Environ. Microbiol. 22 397–412. 10.1111/1462-2920.14856 [DOI] [PubMed] [Google Scholar]
  19. Damjanovic K., Menéndez P., Blackall L. L., van Oppen M. J. H. (2020a). Early life stages of a common broadcast spawning coral associate with specific bacterial communities despite lack of internalized bacteria. Microb. Ecol. 79 706–719. 10.1007/s00248-019-01428-1 [DOI] [PubMed] [Google Scholar]
  20. De Vooght L., Caljon G., Van Hees J., Van Den Abbeele J. (2015). Paternal transmission of a secondary symbiont during mating in the viviparous Tsetse Fly. Mol. Biol. Evol. 32 1977–1980. 10.1093/molbev/msv077 [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Deines P., Lachnit T., Bosch T. C. G. (2017). Competing forces maintain the Hydra metaorganism. Immunol. Rev. 279 123–136. 10.1111/imr.12564 [DOI] [PubMed] [Google Scholar]
  22. Di Camillo C. G., Luna G. M., Bo M., Giordano G., Corinaldesi C., Bavestrello G. (2012). Biodiversity of prokaryotic communities associated with the ectoderm of Ectopleura crocea (Cnidaria, Hydrozoa). PLoS One 7:e39926. 10.1371/journal.pone.0039926 [DOI] [PMC free article] [PubMed] [Google Scholar]
  23. Dobretsov S., Qian P. Y. (2004). The role of epibotic bacteria from the surface of the soft coral Dendronephthya sp. in the inhibition of larval settlement. J. Exp. Mar. Biol. Ecol. 299 35–50. 10.1016/j.jembe.2003.08.011 [DOI] [Google Scholar]
  24. Domin H., Zurita-Gutiérrez Y. H., Scotti M., Buttlar J., Humeida U. H., Fraune S. (2018). Predicted bacterial interactions affect in vivo microbial colonization dynamics in Nematostella. Front. Microbiol. 9:728. 10.3389/fmicb.2018.00728 [DOI] [PMC free article] [PubMed] [Google Scholar]
  25. Epstein H. E., Torda G., Munday P. L., van Oppen M. J. H., He Epstein G. T., Munday P. L., et al. (2019). Parental and early life stage environments drive establishment of bacterial and Dinoflagellate communities in a common coral. ISME J. 13 1635–1638. 10.1038/s41396-019-0358-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. Fadrosh D. W., Ma B., Gajer P., Sengamalay N., Ott S., Brotman R. M., et al. (2014). An improved dual-indexing approach for multiplexed 16S rRNA gene sequencing on the Illumina MiSeq platform. Microbiome 2:6. 10.1186/2049-2618-2-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
  27. Fieth R. A., Gauthier M. E. A., Bayes J., Green K. M., Degnan S. M. (2016). Ontogenetic changes in the bacterial symbiont community of the tropical demosponge Amphimedon queenslandica: metamorphosis is a new beginning. Front. Mar. Sci. 3:228. 10.3389/fmars.2016.00228 [DOI] [Google Scholar]
  28. Franzenburg S., Walter J., Kunzel S., Wang J., Baines J. F., Bosch T. C. G. G., et al. (2013). Distinct antimicrobial peptide expression determines host species-specific bacterial associations. Proc. Natl. Acad. Sci. U.S.A. 110 E3730–E3738. 10.1073/pnas.1304960110 [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Fraune S., Anton-Erxleben F., Augustin R., Franzenburg S., Knop M., Schröder K., et al. (2015). Bacteria-bacteria interactions within the microbiota of the ancestral metazoan Hydra contribute to fungal resistance. ISME J. 9 1543–1556. 10.1038/ismej.2014.239 [DOI] [PMC free article] [PubMed] [Google Scholar]
  30. Fraune S., Augustin R., Anton-Erxleben F., Wittlieb J., Gelhaus C., Klimovich V. B., et al. (2010). In an early branching metazoan, bacterial colonization of the embryo is controlled by maternal antimicrobial peptides. Proc. Natl. Acad. Sci. U.S.A. 107 18067–18072. 10.1073/pnas.1008573107 [DOI] [PMC free article] [PubMed] [Google Scholar]
  31. Fraune S., Forêt S., Reitzel A. M. (2016). Using Nematostella vectensis to study the interactions between genome. epigenome, and bacteria in a changing environment. Front. Mar. Sci. 3:148. 10.3389/fmars.2016.00148 [DOI] [Google Scholar]
  32. Fritzenwanker J. H., Technau U. (2002). Induction of gametogenesis in the basal cnidarian Nematostella vectensis (Anthozoa). Dev. Genes Evol. 212 99–103. 10.1007/s00427-002-0214-7 [DOI] [PubMed] [Google Scholar]
  33. Gilbert S. F., Sapp J., Tauber A. I. (2012). A symbiotic view of life: we have never been individuals. Q. Rev. Biol. 87 325–341. 10.1086/668166 [DOI] [PubMed] [Google Scholar]
  34. Glasl B., Smith C. E., Bourne D. G., Webster N. S. (2019). Disentangling the effect of host-genotype and environment on the microbiome of the coral Acropora tenuis. PeerJ 7:e6377. 10.7717/peerj.6377 [DOI] [PMC free article] [PubMed] [Google Scholar]
  35. Goldsmith D. B., Kellogg C. A., Morrison C. L., Gray M. A., Stone R. P., Waller R. G., et al. (2018). Comparison of microbiomes of cold-water corals Primnoa pacifica and Primnoa resedaeformis, with possible link between microbiome composition and host genotype. Sci. Rep. 8:12383. 10.1038/s41598-018-30901-z [DOI] [PMC free article] [PubMed] [Google Scholar]
  36. Grindstaff J. L., Brodie E. D., Ketterson E. D. (2003). Immune function across generations: integrating mechanism and evolutionary process in maternal antibody transmission. Proc. Biol. Sci. 270 2309–2319. 10.1098/rspb.2003.2485 [DOI] [PMC free article] [PubMed] [Google Scholar]
  37. Gros O., Liberge M., Heddi A., Khatchadourian C., Felbeck H. (2003). Detection of the Free-living forms of sulfide-oxidizing gill endosymbionts in the lucinid habitat (Thalassia testudinum Environment). Appl. Environ. Microbiol. 69 6264–6267. 10.1128/AEM.69.10.6264-6267.2003 [DOI] [PMC free article] [PubMed] [Google Scholar]
  38. Hadfield M. G. (2010). Biofilms and marine invertebrate larvae: what bacteria produce that larvae use to choose settlement sites. Annu. Rev. Mar. Sci. 3 453–470. 10.1146/annurev-marine-120709-142753 [DOI] [PubMed] [Google Scholar]
  39. Hand C., Uhlinger K. R. (1992). The culture, sexual and asexual reproduction, and growth of the sea anemone Nematostella vectensis. Biol. Bull. 182 169–176. 10.2307/1542110 [DOI] [PubMed] [Google Scholar]
  40. Hand C., Uhlinger K. R. (1994). The unique, widely distributed, estuarine sea anemone, Nematostella vectensis Stephenson: a review, new facts, and questions. Estuaries 17:501. 10.2307/1352679 [DOI] [Google Scholar]
  41. Harmer T. L., Rotjan R. D., Nussbaumer A. D., Bright M., Ng A. W., DeChaine E. G., et al. (2008). Free-living tube worm endosymbionts found at deep-sea vents. Appl. Environ. Microbiol. 74 3895–3898. 10.1128/AEM.02470-07 [DOI] [PMC free article] [PubMed] [Google Scholar]
  42. Hartmann A. C., Baird A. H., Knowlton N., Huang D. (2017). The paradox of environmental symbiont acquisition in obligate mutualisms. Curr. Biol. 27 3711.e–3716.e. 10.1016/j.cub.2017.10.036 [DOI] [PubMed] [Google Scholar]
  43. Hernandez-Agreda A., Gates R. D., Ainsworth T. D. (2017). Defining the core microbiome in corals’, microbial soup. Trends Microbiol. 25 125–140. 10.1016/j.tim.2016.11.003 [DOI] [PubMed] [Google Scholar]
  44. Huang Y., Callahan S., Hadfield M. G. (2012). Recruitment in the sea: bacterial genes required for inducing larval settlement in a polychaete worm. Sci. Rep. 2:228. 10.1038/srep00228 [DOI] [PMC free article] [PubMed] [Google Scholar]
  45. Igawa-Ueda K., Ikuta T., Tame A., Yamaguchi K., Shigenobu S., Hongo Y., et al. (2021). Symbiont transmission onto the cell surface of early oocytes in the deep-sea clam Phreagena okutanii. Zoolog. Sci. 38 140–147. 10.2108/zs200129 [DOI] [PubMed] [Google Scholar]
  46. JASP Team (2020). JASP (0.14.1) [Computer software]. [Google Scholar]
  47. Jung S., Dingley A. J., Augustin R., Anton-Erxleben F., Stanisak M., Gelhaus C., et al. (2009). Hydramacin-1, structure and antibacterial activity of a protein from the basal Metazoan Hydra. J. Biol. Chem. 284 1896–1905. 10.1074/jbc.M804713200 [DOI] [PubMed] [Google Scholar]
  48. Kirk N. L., Ritson-Williams R., Coffroth M. A., Miller M. W., Fogarty N. D., Santos S. R. (2013). Tracking transmission of Apicomplexan symbionts in diverse caribbean corals. PLoS One 8:e80618. 10.1371/journal.pone.0080618 [DOI] [PMC free article] [PubMed] [Google Scholar]
  49. Koga R., Meng X.-Y., Tsuchida T., Fukatsu T. (2012). Cellular mechanism for selective vertical transmission of an obligate insect symbiont at the bacteriocyte-embryo interface. Proc. Natl. Acad. Sci. U.S.A. 109 E1230–E1237. 10.1073/pnas.1119212109 [DOI] [PMC free article] [PubMed] [Google Scholar]
  50. Krediet C. J., Ritchie K. B., Paul V. J., Teplitski M. (2013). Coral-associated micro-organisms and their roles in promoting coral health and thwarting diseases. Proc. R. Soc. B Biol. Sci. 280:20122328. 10.1098/rspb.2012.2328 [DOI] [PMC free article] [PubMed] [Google Scholar]
  51. Kudo S., Inoue M. (1989). Bacterial action of fertilization envelope extract from eggs of the fish Cyprinus carpio and Plecoglossus altivelis. J. Exp. Zool. 250 219–228. 10.1002/jez.1402500214 [DOI] [PubMed] [Google Scholar]
  52. Leach W. B., Carrier T. J., Reitzel A. M. (2019). Diel patterning in the bacterial community associated with the sea anemone Nematostella vectensis. Ecol. Evol. 9 9935–9947. 10.1002/ece3.5534 [DOI] [PMC free article] [PubMed] [Google Scholar]
  53. Leite D. C. A. D., Leão P., Garrido A. G., Lins U., Santos H. F., Pires D. O., et al. (2017). Broadcast spawning coral Mussismilia Hispida can vertically transfer its associated bacterial core. Front. Microbiol. 8:176. 10.3389/fmicb.2017.00176 [DOI] [PMC free article] [PubMed] [Google Scholar]
  54. Lema K. A., Willis B. L., Bourneb D. G. (2012). Corals form characteristic associations with symbiotic nitrogen-fixing bacteria. Appl. Environ. Microbiol. 78 3136–3144. 10.1128/AEM.07800-11 [DOI] [PMC free article] [PubMed] [Google Scholar]
  55. Lesser M. P. (1996). Elevated temperatures and ultraviolet radiation cause oxidative stress and inhibit photosynthesis in symbiotic Dinoflagellates. Limnol. Oceanogr. 41 271–283. 10.4319/lo.1996.41.2.0271 [DOI] [Google Scholar]
  56. Littman R. A., Willis B. L., Bourne D. G. (2009). Bacterial communities of juvenile corals infected with different Symbiodinium (dinoflagellate) clades. Mar. Ecol. Prog. Ser. 389 45–59. [Google Scholar]
  57. McFall-Ngai M., Hadfield M. G., Bosch T. C. G. G., Carey H. V., Domazet-Lošo T., Douglas A. E., et al. (2013). Animals in a bacterial world, a new imperative for the life sciences. Proc. Natl. Acad. Sci. 110 3229–3236. 10.1073/pnas.1218525110 [DOI] [PMC free article] [PubMed] [Google Scholar]
  58. Mortzfeld B. M., Urbanski S., Reitzel A. M., Künzel S., Technau U., Fraune S. (2016). Response of bacterial colonization in Nematostella vectensis to development, environment and biogeography. Environ. Microbiol. 18 1764–1781. 10.1111/1462-2920.12926 [DOI] [PubMed] [Google Scholar]
  59. Nussbaumer A. D., Fisher C. R., Bright M. (2006). Horizontal endosymbiont transmission in hydrothermal vent tubeworms. Nature 441 345–348. 10.1038/nature04793 [DOI] [PubMed] [Google Scholar]
  60. Nyholm S. V., McFall-Ngai M. J. (2004). The winnowing: establishing the squid-Vibrios symbiosis. Nat. Rev. Microbiol. 2 632–642. 10.1038/nrmicro957 [DOI] [PubMed] [Google Scholar]
  61. Oliveira B. F. R., Lopes I. R., Canellas A. L. B., Muricy G., Dobson A. D. W., Laport M. S. (2020). Not that close to mommy: horizontal transmission seeds the microbiome associated with the marine sponge Plakina cyanorosea. Microorganisms 8:1978. 10.3390/microorganisms8121978 [DOI] [PMC free article] [PubMed] [Google Scholar]
  62. Padilla-Gamiño J. L., Pochon X., Bird C., Concepcion G. T., Gates R. D. (2012). From parent to gamete: vertical transmission of Symbiodinium (Dinophyceae) ITS2 sequence assemblages in the reef building coral Montipora capitata. PLoS One 7:e38440. [DOI] [PMC free article] [PubMed] [Google Scholar]
  63. Peixoto R. S., Rosado P. M., Leite D. C., de A., Rosado A. S., Bourne D. G. (2017). Beneficial microorganisms for corals (BMC) Proposed mechanisms for coral health and resilience. Front. Microbiol. 8:341. 10.3389/fmicb.2017.00341 [DOI] [PMC free article] [PubMed] [Google Scholar]
  64. Putnam H. M. (2021). Avenues of reef-building coral acclimatization in response to rapid environmental change. J. Exp. Biol. 224(Pt Suppl 1):jeb239319. [DOI] [PubMed] [Google Scholar]
  65. Quast C., Pruesse E., Yilmaz P., Gerken J., Schweer T., Yarza P., et al. (2013). The SILVA ribosomal RNA gene database project: improved data processing and web-based tools. Nucleic Acids Res. 41 D590–D596. 10.1093/nar/gks1219 [DOI] [PMC free article] [PubMed] [Google Scholar]
  66. Quigley K. M., Warner P. A., Bay L. K., Willis B. L. (2018). Unexpected mixed-mode transmission and moderate genetic regulation of Symbiodinium communities in a brooding coral. Heredity 121 524–536. 10.1038/s41437-018-0059-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
  67. Quigley K. M., Willis B. L., Bay L. K. (2017). Heritability of the Symbiodinium community in vertically-and horizontally-transmitting broadcast spawning corals. Sci. Rep. 7:8219. 10.1038/s41598-017-08179-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  68. Quigley K. M., Willis B. L., Kenkel C. D. (2019). Transgenerational inheritance of shuffled symbiont communities in the coral Montipora digitata. Sci. Rep. 9:13328. 10.1038/s41598-019-50045-y [DOI] [PMC free article] [PubMed] [Google Scholar]
  69. Raina J. B., Tapiolas D., Willis B. L., Bourne D. G. (2009). Coral-associated bacteria and their role in the biogeochemical cycling of sulfur. Appl. Environ. Microbiol. 75 3492–3501. 10.1128/AEM.02567-08 [DOI] [PMC free article] [PubMed] [Google Scholar]
  70. Rausch P., Basic M., Batra A., Bischoff S. C., Blaut M., Clavel T., et al. (2016). Analysis of factors contributing to variation in the C57BL/6J fecal microbiota across German animal facilities. Int. J. Med. Microbiol. 306 343–355. 10.1016/j.ijmm.2016.03.004 [DOI] [PubMed] [Google Scholar]
  71. Rawls J. F., Samuel B. S., Gordon J. I. (2004). Gnotobiotic zebrafish reveal evolutionarily conserved responses to the gut microbiota. Proc. Natl. Acad. Sci. U.S.A. 101 4596–4601. [DOI] [PMC free article] [PubMed] [Google Scholar]
  72. Ricardo G. F., Jones R. J., Negri A. P., Stocker R. (2016). That sinking feeling: suspended sediments can prevent the ascent of coral egg bundles. Sci. Rep. 6:21567. [DOI] [PMC free article] [PubMed] [Google Scholar]
  73. Rosado P. M., Leite D. C. A., Duarte G. A. S., Chaloub R. M., Jospin G., Nunes da Rocha U. P., et al. (2019). Marine probiotics: increasing coral resistance to bleaching through microbiome manipulation. ISME J. 13 921–936. 10.1038/s41396-018-0323-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
  74. Russell S. L. (2019). Transmission mode is associated with environment type and taxa across bacteria-eukaryote symbioses: a systematic review and meta-analysis. FEMS Microbiol. Lett. 366:fnz013. 10.1093/femsle/fnz013 [DOI] [PubMed] [Google Scholar]
  75. Salerno J. L., Macko S. A., Hallam S. J., Bright M., Won Y. J., McKiness Z., et al. (2005). Characterization of symbiont populations in life-history stages of mussels from chemosynthetic environments. Biol. Bull. 208 145–155. 10.2307/3593123 [DOI] [PubMed] [Google Scholar]
  76. Santos H. F., Carmo F. L., Duarte G., Dini-Andreote F., Castro C. B., Rosado A. S., et al. (2014). Climate change affects key nitrogen-fixing bacterial populations on coral reefs. ISME J. 8 2272–2279. 10.1038/ismej.2014.70 [DOI] [PMC free article] [PubMed] [Google Scholar]
  77. Segata N., Izard J., Waldron L., Gevers D., Miropolsky L., Garrett W. S., et al. (2011). Metagenomic biomarker discovery and explanation. Genome Biol. 12:R60. 10.1186/gb-2011-12-6-r60 [DOI] [PMC free article] [PubMed] [Google Scholar]
  78. Sharp K. H., Distel D., Paul V. J. (2012). Diversity and dynamics of bacterial communities in early life stages of the Caribbean coral Porites astreoides. ISME J. 6 790–801. 10.1038/ismej.2011.144 [DOI] [PMC free article] [PubMed] [Google Scholar]
  79. Sharp K. H., Ritchie K. B., Schupp P. J., Ritson-Williams R., Paul V. J., Kh Sharp K. R., et al. (2010). Bacterial acquisition in juveniles of several broadcast spawning coral species. PLoS One 5:e10898. 10.1371/journal.pone.0010898 [DOI] [PMC free article] [PubMed] [Google Scholar]
  80. Sipe A. R., Wilbur A. E., Cary S. C. (2000). Bacterial symbiont transmission in the wood-boring shipworm Bankia setacea (Bivalvia: Teredinidae). Appl. Environ. Microbiol. 66 1685–1691. [DOI] [PMC free article] [PubMed] [Google Scholar]
  81. Sipkema D., de Caralt S., Morillo J. A., Al-Soud W. A., Sørensen S. J., Smidt H., et al. (2015). Similar sponge-associated bacteria can be acquired via both vertical and horizontal transmission. Environ. Microbiol. 17 3807–3821. 10.1111/1462-2920.12827 [DOI] [PubMed] [Google Scholar]
  82. Stefanik D. J., Friedman L. E., Finnerty J. R. (2013). Collecting, rearing, spawning and inducing regeneration of the starlet sea anemone, Nematostella vectensis. Nat. Protoc. 8 916–923. 10.1038/nprot.2013.044 [DOI] [PubMed] [Google Scholar]
  83. Sullam K. E., Pichon S., Schaer T. M. M., Ebert D. (2018). The combined effect of temperature and host clonal line on the microbiota of a Planktonic Crustacean. Microb. Ecol. 76 506–517. 10.1007/s00248-017-1126-4 [DOI] [PubMed] [Google Scholar]
  84. Tran C., Hadfield M. M. G. (2011). Larvae of Pocillopora damicornis (Anthozoa) settle and metamorphose in response to surface-biofilm bacteria. Mar. Ecol. Prog. Ser. 433 85–96. 10.3354/meps09192 [DOI] [Google Scholar]
  85. Usher K. M., Sutton D. C., Toze S., Kuo J., Fromont J. (2005). Inter-generational transmission of microbial symbionts in the marine sponge Chondrilla australiensis (Demospongiae). Mar. Freshw. Res. 56 125–131. 10.1071/MF04304 [DOI] [Google Scholar]
  86. van Oppen M. J. H., Blackall L. L. (2019). Coral microbiome dynamics, functions and design in a changing world. Nat. Rev. Microbiol. 17 557–567. 10.1038/s41579-019-0223-4 [DOI] [PubMed] [Google Scholar]
  87. Watanabe K., Yukuhiro F., Matsuura Y., Fukatsu T., Noda H. (2014). Intrasperm vertical symbiont transmission. Proc. Natl. Acad. Sci. 111 7433–7437. 10.1073/pnas.1402476111 [DOI] [PMC free article] [PubMed] [Google Scholar]
  88. Webster N. S., Reusch T. B. H. (2017). Microbial contributions to the persistence of coral reefs. ISME J. 11 2167–2174. 10.1038/ismej.2017.66 [DOI] [PMC free article] [PubMed] [Google Scholar]
  89. Wegley L., Edwards R., Rodriguez-Brito B., Liu H., Rohwer F., Wegley L., et al. (2007). Metagenomic analysis of the microbial community associated with the coral Porites astreoides. Environ. Microbiol. 9 2707–2719. 10.1111/j.1462-2920.2007.01383.x [DOI] [PubMed] [Google Scholar]
  90. Yilmaz P., Parfrey L. W., Yarza P., Gerken J., Pruesse E., Quast C., et al. (2014). The SILVA and “All-species Living Tree Project (LTP)” taxonomic frameworks. Nucleic Acids Res. 42 D643–D648. 10.1093/nar/gkt1209 [DOI] [PMC free article] [PubMed] [Google Scholar]
  91. Zilber-Rosenberg I., Rosenberg E. (2008). Role of microorganisms in the evolution of animals and plants: the hologenome theory of evolution. FEMS Microbiol. Rev. 32 723–735. 10.1111/j.1574-6976.2008.00123.x [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Data Availability Statement

The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/Supplementary Material.


Articles from Frontiers in Microbiology are provided here courtesy of Frontiers Media SA

RESOURCES