Title: Natural experiments and long-term monitoring are critical to understand and predict marine host–microbe ecology and evolution
Marine multicellular organisms host a diverse collection of bacteria, archaea, microbial eukaryotes, and viruses that form their microbiome. Such host-associated microbes can significantly influence the host’s physiological capacities; however, the identity and functional role(s) of key members of the microbiome (“core microbiome”) in most marine hosts coexisting in natural settings remain obscure. Also unclear is how dynamic interactions between hosts and the immense standing pool of microbial genetic variation will affect marine ecosystems’ capacity to adjust to environmental changes. Here, we argue that significantly advancing our understanding of how host-associated microbes shape marine hosts’ plastic and adaptive responses to environmental change requires (i) recognizing that individual host–microbe systems do not exist in an ecological or evolutionary vacuum and (ii) expanding the field toward long-term, multidisciplinary research on entire communities of hosts and microbes. Natural experiments, such as time-calibrated geological events associated with well-characterized environmental gradients, provide unique ecological and evolutionary contexts to address this challenge. We focus here particularly on mutualistic interactions between hosts and microbes, but note that many of the same lessons and approaches would apply to other types of interactions.
Animals form complex symbiotic associations with their gut microbes, whose evolution is determined by an intricate network of host and environmental factors. In many insects, such asDrosophila melanogaster, the microbiome is flexible, environmentally determined, and less diverse than in mammals. In contrast, mammals maintain complex multispecies consortia that are able to colonize and persist in the gastrointestinal tract. Understanding the evolutionary and ecological dynamics of gut microbes in different hosts is challenging. This requires disentangling the ecological factors of selection, determining the timescales over which evolution occurs, and elucidating the architecture of such evolutionary patterns.
Results
We employ experimental evolution to track the pace of the evolution of a common gut commensal,Lactiplantibacillus plantarum, within invertebrate (Drosophila melanogaster) and vertebrate (Mus musculus) hosts and their respective diets. We show that inDrosophila, the nutritional environment dictates microbial evolution, while the host benefitsL. plantarumgrowth only over short ecological timescales. By contrast, in a mammalian animal model,L. plantarumevolution results to be divergent between the host intestine and its diet, both phenotypically (i.e., host-evolved populations show higher adaptation to the host intestinal environment) and genomically. Here, both the emergence of hypermutators and the high persistence of mutated genes within the host’s environment strongly differed frommore »the low variation observed in the host’s nutritional environment alone.
Conclusions
Our results demonstrate thatL. plantarumevolution diverges between insects and mammals. While the symbiosis betweenDrosophilaandL. plantarumis mainly determined by the host diet, in mammals, the host and its intrinsic factors play a critical role in selection and influence both the phenotypic and genomic evolution of its gut microbes, as well as the outcome of their symbiosis.
Many animals live in intimate associations with a species-rich microbiome. A key factor in maintaining these beneficial associations is fidelity, defined as the stability of associations between hosts and their microbiota over multiple host generations. Fidelity has been well studied in terrestrial hosts, particularly insects, over longer macroevolutionary time. In contrast, little is known about fidelity in marine animals with species-rich microbiomes at short microevolutionary time scales, that is at the level of a single host population. Given that natural selection acts most directly on local populations, studies of microevolutionary partner fidelity are important for revealing the ecological and evolutionary processes that drive intimate beneficial associations within animal species.
Results
In this study on the obligate symbiosis between the gutless marine annelidOlavius algarvensisand its consortium of seven co-occurring bacterial symbionts, we show that partner fidelity varies across symbiont species from strict to absent over short microevolutionary time. Using a low-coverage sequencing approach that has not yet been applied to microbial community analyses, we analysed the metagenomes of 80O. algarvensisindividuals from the Mediterranean and compared host mitochondrial and symbiont phylogenies based on single-nucleotide polymorphisms across genomes. Fidelity was highest for the two chemoautotrophic, sulphur-oxidizing symbionts that dominated the microbial consortium ofmore »allO. algarvensisindividuals. In contrast, fidelity was only intermediate to absent in the sulphate-reducing and spirochaetal symbionts with lower abundance. These differences in fidelity are likely driven by both selective and stochastic forces acting on the consistency with which symbionts are vertically transmitted.
Conclusions
We hypothesize that variable degrees of fidelity are advantageous forO. algarvensisby allowing the faithful transmission of their nutritionally most important symbionts and flexibility in the acquisition of other symbionts that promote ecological plasticity in the acquisition of environmental resources.
ABSTRACT Successful rearing of fish in hatcheries is critical for conservation, recreational fishing, commercial fishing through wild stock enhancements, and aquaculture production. Flowthrough (FT) hatcheries require more water than recirculating aquaculture systems (RAS), which enable up to 99% of their water to be recycled, thus significantly reducing environmental impacts. Here, we evaluated the biological and physical microbiome interactions of three Atlantic salmon hatcheries (RAS n = 2, FT n = 1). Gill, skin, and digesta from six juvenile fish along with tank biofilms and water were sampled from tanks in each of the hatcheries (60 fish across 10 tanks) to assess the built environment and mucosal microbiota using 16S rRNA gene sequencing. The water and tank biofilm had more microbial richness than fish mucus, while skin and digesta from RAS fish had 2 times the richness of FT fish. Body sites each had unique microbiomes ( P < 0.001) and were influenced by hatchery system type ( P < 0.001), with RAS being more similar. A strong association between the tank and fish microbiome was observed. Water and tank biofilm richness was positively correlated with skin and digesta richness. Strikingly, the gill, skin, and digesta communities were more similar to that in the originmore »tank biofilm than those in all other experimental tanks, suggesting that the tank biofilm has a direct influence on fish-associated microbial communities. Lastly, microbial diversity and mucous cell density were positively associated with fish growth and length. The results from this study provide evidence for a link between the tank microbiome and the fish microbiome, with the skin microbiome as an important intermediate. IMPORTANCE Atlantic salmon, Salmo salar , is the most farmed marine fish worldwide, with an annual production of 2,248 million metric tons in 2016. Salmon hatcheries are increasingly changing from flowthrough toward recirculating aquaculture system (RAS) design to accommodate more control over production along with improved environmental sustainability due to lower impacts on water consumption. To date, microbiome studies of hatcheries have focused either on the fish mucosal microbiota or on the built environment microbiota but have not combined the two to understand their interactions. Our study evaluates how the water and tank biofilm microbiota influences the fish microbiota across three mucosal environments (gill, skin, and digesta). Results from this study highlight how the built environment is a unique source of microbes to colonize fish mucus and, furthermore, how this can influence fish health. Further studies can use this knowledge to engineer built environments to modulate fish microbiota for beneficial phenotypes.« less
Unzueta-Martínez, Andrea; Scanes, Elliot; Parker, Laura M.; Ross, Pauline M.; O’Connor, Wayne; Bowen, Jennifer L.(
, Animal Microbiome)
AbstractBackground
The term holobiont is widely accepted to describe animal hosts and their associated microorganisms. The genomes of all that the holobiont encompasses, are termed the hologenome and it has been proposed as a unit of selection in evolution. To demonstrate that natural selection acts on the hologenome, a significant portion of the associated microbial genomes should be transferred between generations. Using the Sydney Rock Oyster (Saccostrea glomerata) as a model, we tested if the microbes of this broadcast spawning species could be passed down to the next generation by conducting single parent crosses and tracking the microbiome from parent to offspring and throughout early larval stages using 16S rRNA gene amplicon sequencing. From each cross, we sampled adult tissues (mantle, gill, stomach, gonad, eggs or sperm), larvae (D-veliger, umbo, eyed pediveliger, and spat), and the surrounding environment (water and algae feed) for microbial community analysis.
Results
We found that each larval stage has a distinct microbiome that is partially influenced by their parental microbiome, particularly the maternal egg microbiome. We also demonstrate the presence of core microbes that are consistent across all families, persist throughout early life stages (from eggs to spat), and are not detected in the microbiomes ofmore »the surrounding environment. In addition to the core microbiomes that span all life cycle stages, there is also evidence of environmentally acquired microbial communities, with earlier larval stages (D-veliger and umbo), more influenced by seawater microbiomes, and later larval stages (eyed pediveliger and spat) dominated by microbial members that are specific to oysters and not detected in the surrounding environment.
Conclusion
Our study characterized the succession of oyster larvae microbiomes from gametes to spat and tracked selected members that persisted across multiple life stages. Overall our findings suggest that both horizontal and vertical transmission routes are possible for the complex microbial communities associated with a broadcast spawning marine invertebrate. We demonstrate that not all members of oyster-associated microbiomes are governed by the same ecological dynamics, which is critical for determining what constitutes a hologenome.
Weinstein, Sara B.; Martínez-Mota, Rodolfo; Stapleton, Tess E.; Klure, Dylan M.; Greenhalgh, Robert; Orr, Teri J.; Dale, Colin; Kohl, Kevin D.; Dearing, M. Denise(
, Proceedings of the National Academy of Sciences)
The microbiome is critical for host survival and fitness, but gaps remain in our understanding of how this symbiotic community is structured. Despite evidence that related hosts often harbor similar bacterial communities, it is unclear whether this pattern is due to genetic similarities between hosts or to common ecological selection pressures. Here, using herbivorous rodents in the genusNeotoma, we quantify how geography, diet, and host genetics, alongside neutral processes, influence microbiome structure and stability under natural and captive conditions. Using bacterial and plant metabarcoding, we first characterized dietary and microbiome compositions for animals from 25 populations, representing seven species from 19 sites across the southwestern United States. We then brought wild animals into captivity, reducing the influence of environmental variation. In nature, geography, diet, and phylogeny collectively explained ∼50% of observed microbiome variation. Diet and microbiome diversity were correlated, with different toxin-enriched diets selecting for distinct microbial symbionts. Although diet and geography influenced natural microbiome structure, the effects of host phylogeny were stronger for both wild and captive animals. In captivity, gut microbiomes were altered; however, responses were species specific, indicating again that host genetic background is the most significant predictor of microbiome composition and stability. In captivity, diet effectsmore »declined and the effects of host genetic similarity increased. By bridging a critical divide between studies in wild and captive animals, this work underscores the extent to which genetics shape microbiome structure and stability in closely related hosts.
Leray, Matthieu, Wilkins, Laetitia G., Apprill, Amy, Bik, Holly M., Clever, Friederike, Connolly, Sean R., De León, Marina E., Duffy, J. Emmett, Ezzat, Leïla, Gignoux-Wolfsohn, Sarah, Herre, Edward Allen, Kaye, Jonathan Z., Kline, David I., Kueneman, Jordan G., McCormick, Melissa K., McMillan, W. Owen, O’Dea, Aaron, Pereira, Tiago J., Petersen, Jillian M., Petticord, Daniel F., Torchin, Mark E., Vega Thurber, Rebecca, Videvall, Elin, Wcislo, William T., Yuen, Benedict, and Eisen, Jonathan A.. Natural experiments and long-term monitoring are critical to understand and predict marine host–microbe ecology and evolution. Retrieved from https://par.nsf.gov/biblio/10296479. PLOS Biology 19.8 Web. doi:10.1371/journal.pbio.3001322.
Leray, Matthieu, Wilkins, Laetitia G., Apprill, Amy, Bik, Holly M., Clever, Friederike, Connolly, Sean R., De León, Marina E., Duffy, J. Emmett, Ezzat, Leïla, Gignoux-Wolfsohn, Sarah, Herre, Edward Allen, Kaye, Jonathan Z., Kline, David I., Kueneman, Jordan G., McCormick, Melissa K., McMillan, W. Owen, O’Dea, Aaron, Pereira, Tiago J., Petersen, Jillian M., Petticord, Daniel F., Torchin, Mark E., Vega Thurber, Rebecca, Videvall, Elin, Wcislo, William T., Yuen, Benedict, & Eisen, Jonathan A.. Natural experiments and long-term monitoring are critical to understand and predict marine host–microbe ecology and evolution. PLOS Biology, 19 (8). Retrieved from https://par.nsf.gov/biblio/10296479. https://doi.org/10.1371/journal.pbio.3001322
Leray, Matthieu, Wilkins, Laetitia G., Apprill, Amy, Bik, Holly M., Clever, Friederike, Connolly, Sean R., De León, Marina E., Duffy, J. Emmett, Ezzat, Leïla, Gignoux-Wolfsohn, Sarah, Herre, Edward Allen, Kaye, Jonathan Z., Kline, David I., Kueneman, Jordan G., McCormick, Melissa K., McMillan, W. Owen, O’Dea, Aaron, Pereira, Tiago J., Petersen, Jillian M., Petticord, Daniel F., Torchin, Mark E., Vega Thurber, Rebecca, Videvall, Elin, Wcislo, William T., Yuen, Benedict, and Eisen, Jonathan A..
"Natural experiments and long-term monitoring are critical to understand and predict marine host–microbe ecology and evolution". PLOS Biology 19 (8). Country unknown/Code not available. https://doi.org/10.1371/journal.pbio.3001322.https://par.nsf.gov/biblio/10296479.
@article{osti_10296479,
place = {Country unknown/Code not available},
title = {Natural experiments and long-term monitoring are critical to understand and predict marine host–microbe ecology and evolution},
url = {https://par.nsf.gov/biblio/10296479},
DOI = {10.1371/journal.pbio.3001322},
abstractNote = {Marine multicellular organisms host a diverse collection of bacteria, archaea, microbial eukaryotes, and viruses that form their microbiome. Such host-associated microbes can significantly influence the host’s physiological capacities; however, the identity and functional role(s) of key members of the microbiome (“core microbiome”) in most marine hosts coexisting in natural settings remain obscure. Also unclear is how dynamic interactions between hosts and the immense standing pool of microbial genetic variation will affect marine ecosystems’ capacity to adjust to environmental changes. Here, we argue that significantly advancing our understanding of how host-associated microbes shape marine hosts’ plastic and adaptive responses to environmental change requires (i) recognizing that individual host–microbe systems do not exist in an ecological or evolutionary vacuum and (ii) expanding the field toward long-term, multidisciplinary research on entire communities of hosts and microbes. Natural experiments, such as time-calibrated geological events associated with well-characterized environmental gradients, provide unique ecological and evolutionary contexts to address this challenge. We focus here particularly on mutualistic interactions between hosts and microbes, but note that many of the same lessons and approaches would apply to other types of interactions.},
journal = {PLOS Biology},
volume = {19},
number = {8},
author = {Leray, Matthieu and Wilkins, Laetitia G. and Apprill, Amy and Bik, Holly M. and Clever, Friederike and Connolly, Sean R. and De León, Marina E. and Duffy, J. Emmett and Ezzat, Leïla and Gignoux-Wolfsohn, Sarah and Herre, Edward Allen and Kaye, Jonathan Z. and Kline, David I. and Kueneman, Jordan G. and McCormick, Melissa K. and McMillan, W. Owen and O’Dea, Aaron and Pereira, Tiago J. and Petersen, Jillian M. and Petticord, Daniel F. and Torchin, Mark E. and Vega Thurber, Rebecca and Videvall, Elin and Wcislo, William T. and Yuen, Benedict and Eisen, Jonathan A.},
}