Climate change and increasing global temperatures are a leading threat to ectothermic animals worldwide. Ectotherm persistence under climate change will depend on a combination of host and environmental factors; recently it has become clear that host-associated microbial communities contribute significantly to the response of ectotherms to environmental warming. However, several unanswered questions about these relationships remain before accurate predictions can be made regarding the microbiome's influence on host ecology and evolution under climate warming. In this Commentary, we provide a brief background of what is currently known about the influence of the microbiome on heat tolerance in both invertebrate and vertebrate ectothermic animals, and the mechanisms behind these effects. We then outline what we feel are important priorities for future work in the field, and how these goals could be accomplished. We specifically highlight a need for more diversity in study systems, especially through increasing representation of vertebrate hosts and hosts across a variety of life-history traits and habitats, as well as a greater understanding of how these relationships manifest in field settings. Lastly, we discuss the implications of microbiome-mediated heat tolerance for animal conservation under climate change and the possibility of ‘bioaugmentation’ approaches to bolster host heat tolerance in vulnerable populations.

Metazoans form complex relationships with the communities of microbes (e.g. bacteria, fungi, archaea, viruses) that live in and on their bodies, collectively termed the microbiome (see Glossary). Over evolutionary time, hosts have come to rely on these microbes for proper physiological functioning, including digestive efficiency, immune function, metabolic signaling and animal development (Kohl and Carey, 2016; McFall-Ngai et al., 2013). The effects of the microbiome on host physiology can further affect how animals interact with their external environments. Well-known examples include the breakdown of plant material and provisioning of nutrients facilitating herbivorous diets (Dearing and Kohl, 2017; Mandal et al., 2015), and competition with invading pathogens to prevent infection (Kamada et al., 2013). More recently, it is becoming clear that relationships with host-associated microbes influence the response of ectothermic hosts to their thermal environment, specifically by increasing their tolerance to heat (Hector et al., 2022). The implications of these findings are especially important because global climate change presents one of the biggest conservation challenges of our time, and ectotherms are expected to be highly vulnerable to the deleterious effects of increasing temperatures (Jørgensen et al., 2022). In this Commentary, we aim to create a unified view of this growing field of research that will inform efforts to understand how microbes shape the ecological and evolutionary responses of ectotherms to their thermal environments. We provide a brief background of what is known regarding the impact of the microbiome on ectotherm heat tolerance, summarize areas of future research to be prioritized, and consider the possibility of manipulating microbes to achieve desired conservation outcomes.

The microbiome and host heat tolerance in invertebrate ectotherms

The relationship between host-associated microbes and heat tolerance is currently best understood in invertebrate hosts. For example, in marine invertebrates, colonization of coral with heat-tolerant bacteria allows hosts to persist in otherwise thermally extreme habitats (Ziegler et al., 2017), and the use of probiotics may be a promising tool to help mitigate the devastating effects of coral bleaching (Rosado et al., 2019). Transfer of microbes from heat-acclimated sea anemones to non-acclimated individuals increases the survival of the recipients under heat stress (Baldassarre et al., 2022). In insects, bacterial endosymbionts (see Glossary) have commonly been shown to elevate their host's tolerance to heat. For example, in the aphid Acyrthosiphon pisum, colonization with certain secondary endosymbionts can increase host growth rate, survival and fecundity under heat stress (Harmon et al., 2009; Montllor et al., 2002; Russell and Moran, 2006). Similarly, in the whitefly Bemisia tabaci, colonization with the secondary endosymbiotic bacteria Rickettsia reduces heat-induced mortality rates of the host (Brumin et al., 2011). In addition to bacterial symbionts, colonization with viruses can also increase insect host heat tolerance. For example, colonization with their host plant's viral pathogen results in a dramatic increase in the critical thermal maximum (CTmax, see Glossary) of the aphid Rhopalosiphum padi (Porras et al., 2020), and increased survival under heat stress in the whitebacked plant-hopper, Sogatella furcifera (Xu et al., 2016). These viruses may even influence the behavioral thermal preference of insects, as colonized aphids prefer warmer regions of host plants than uncolonized individuals (Porras et al., 2020). Whole communities of host-associated microbes, rather than single symbionts, may also influence the heat tolerance of insect hosts. In Drosophila fruit flies, transfer of bacterial communities from the gut of cold-adapted flies decreases CTmax of the recipients (Moghadam et al., 2018) and axenic (see Glossary) individuals show reduced survival under heat stress (Jaramillo and Castañeda, 2021). In an invertebrate roundworm, Caenorhabditis elegans, colonization of the worm through feeding with certain bacterial strains can enhance host fecundity (Hoang et al., 2019) and survival (Nakagawa et al., 2016) under heat stress, and facilitate adaptation of the host to hotter environments (Hoang et al., 2021). The mechanisms responsible for the impact of the microbiota on invertebrate host heat tolerance have been shown to include: (1) the microbial stimulation of host expression of genes with a role in stress response pathways, including those involving heat shock proteins, antioxidant resistance and the cytoskeleton (Brumin et al., 2011; Nakagawa et al., 2016; Porras et al., 2020), and (2) the direct action of microbially produced metabolites and proteins, including microbial heat shock proteins (Dunbar et al., 2007), as a well as a diversity of metabolites that may be released to the host upon heat-induced lysis of microbial cells (Burke et al., 2010).

Glossary

Axenic

An organism devoid of associated microbes (i.e. lacking a microbiome).

Bioaugmentation

Inoculating specific microbes into or onto a host to achieve desired physiological outcomes.

Critical thermal maximum

The upper limit of acute thermal tolerance, measured by exposing an animal to a constant heating rate and measuring the temperature at which an endpoint is reached, such as the loss of the righting response or the onset of muscular spasms.

Endosymbionts

Maternally transmitted symbiotic bacteria living inside the body cavity or cells of another organism. Primary or obligate endosymbionts are required by the host and provision nutrients needed by hosts. Secondary or facultative endosymbionts are not required by the host, can also be transmitted horizontally, and may or may not confer benefits on the host.

Holobiont

The collective biological unit of a host and its associated microbiota.

Microbiome

The collection of microorganisms, including bacteria, archaea, fungi, viruses and protists, and their genetic content, living in or on animal bodies.

Microbiome alpha diversity

The diversity of a microbial community measured within a single sample (e.g. the number of microbial taxa present).

Microbiome beta diversity

Measures of similarity or dissimilarity in microbial community composition across multiple samples.

Oxygen- and capacity-limited thermal tolerance hypothesis

A hypothesis that posits that an organism's inability to meet the demand for oxygen at extreme temperatures is the mechanism responsible for setting thermal tolerance limits.

Resting metabolic rate

A measure of an animal's rate of energy metabolism at rest, often measured through the rate of oxygen consumption or carbon dioxide emission.

The microbiome and host heat tolerance in vertebrate ectotherms

Relationships between the microbiome and host heat tolerance have been less well studied in ectothermic vertebrate hosts. In lizards, some studies have correlated aspects of the gut microbiome with host heat tolerance. Specifically, a principal coordinate axis representing composition of the bacterial gut microbiota is associated with the CTmax of western fence lizards (Moeller et al., 2020). In common lizards, experimental warming reduces the diversity of the bacterial gut microbiome and this loss of microbial diversity is subsequently associated with reduced animal survival (Bestion et al., 2017). In tadpoles, a direct link has been established between host-associated microbes and host heat tolerance. To experimentally disrupt the microbiome, tadpoles were housed in sterilized water, which significantly reduces the diversity and changes the composition of the bacterial gut microbiome (Fontaine et al., 2022). This treatment is also likely to result in disruption to microbes on other body surfaces, such as the skin (Knutie et al., 2017). Tadpoles with a disrupted microbiome show reductions in host CTmax, loss of locomotor performance at high temperatures and poorer survival under heat stress compared with tadpoles colonized with more natural microbiota (Fontaine et al., 2022). Although the mechanisms responsible for these relationships in vertebrates are far less resolved than those in invertebrates, they may involve oxygen limitation in accordance with the oxygen- and capacity-limited thermal tolerance hypothesis (see Glossary) (Pörtner, 2001). Specifically, tadpoles with a disrupted microbiome exhibit lower activities of oxidative mitochondrial enzymes and increased resting metabolic rate (see Glossary) under warming conditions compared with those with more natural microbiota, suggesting they could be more oxygen limited (Fontaine et al., 2022). A secondary hypothesis suggests that amino acid metabolism could underlie the impact of the microbiome on host heat tolerance. In a subsequent experiment with tadpoles, under warm conditions, when compared with tadpoles with disrupted microbiota, hosts with a more natural microbiota upregulated more genes related to amino acid biosynthesis and catabolism, and had microbiomes that were enriched for amino acid production (Fontaine and Kohl, 2023). Previous studies in other ectothermic systems have shown an accumulation of free amino acids – specifically branched chain amino acids – during heat stress, suggesting that proteins are an important energy source used by organisms to maintain metabolism during warming (Tripp-Valdez et al., 2017). This process may explain the association between microbially mediated changes in amino acid metabolism and host heat tolerance.

In Box 1, we highlight several important and unanswered questions relating to the interaction between the microbiome and the heat tolerance of ectothermic hosts. Each of the relevant areas are discussed in further detail below.

Box 1. Outstanding questions regarding relationships between ectotherm heat tolerance and their associated microbiomes

Study systems

• How does the microbiome influence host heat tolerance across a diverse range of vertebrate hosts?

• Does the microbiome affect host heat tolerance across all life stages in animals with complex life histories?

• Are relationships between microbes and heat tolerance similar in aquatic versus terrestrial or herbivorous versus carnivorous systems?

• How do microbes other than bacteria, and microbes living in organs other than the gut, contribute to host heat tolerance?

Mechanisms

• What are the molecular and physiological underpinnings of the relationship between microbiota and heat tolerance in vertebrate hosts? Are they similar to those of invertebrates?

• In complex microbial communities, which aspects of the microbiome (e.g. diversity, composition, specific taxa) influence host heat tolerance?

Field work

• Are the impacts of the microbiome on ectotherm heat tolerance consistent in natural settings compared with the laboratory?

• Are there trade-offs between microbiome-mediated heat tolerance and other microbially mediated traits that influence fitness in the field?

Evolutionary trajectories

• How does microbiome variation interact with host genetic and environmental variation to shape animal thermal phenotypes?

• How does local adaptation of hosts and microbes to thermal environments shape the evolution of holobionts?

Animal conservation

• How does climate warming impact the microbiome, and do these changes affect host heat tolerance and vulnerability to further warming?

• Can bioaugmentation approaches be used to bolster host heat tolerance in the field and protect the hosts that are most vulnerable to climate change?

Broadening the selection of study systems

One important path forward in this field involves broadening study systems to a wider variety of hosts. There have been studies across many invertebrate host species that aim to understand the impacts of their associated microbes on host heat tolerance and performance, and the mechanisms behind these effects; however, much work is still needed to understand these relationships in ectothermic vertebrate hosts (Hector et al., 2022). To our knowledge, effects of the microbiome on host responses to heat in ectothermic vertebrates have been studied in two lizard species (Bestion et al., 2017; Moeller et al., 2020) and a single species of tadpole (Fontaine and Kohl, 2023; Fontaine et al., 2022). Studies in more ectothermic vertebrate hosts, including a wider variety of reptile and amphibian species, and fish, will clarify how commonly the microbiome has an effect on thermal biology in this group of animals. Additionally, to our knowledge, no studies have focused on whether, and how, the relationship between microbes and heat tolerance changes temporally throughout an animal's life cycle. Specifically, in animals with complex life cycles, such as amphibians or insects, it will be important to understand whether influences of the larval microbial environment on host heat tolerance persist in the adult stage, as has been shown for microbially mediated parasite susceptibility (Knutie et al., 2017). Further, the mechanisms delimiting thermal tolerance can differ between aquatic and terrestrial habitats (Verberk et al., 2016); thus, studies in both habitat types may help to uncover whether the microbiome impacts thermal tolerance similarly in these different contexts, as we are only currently aware of a single study in an aquatic system (Fontaine et al., 2022). Likewise, dietary strategy (i.e. herbivorous versus carnivorous) affects the thermal sensitivity of ectotherms (Hardison et al., 2023), as well as microbiome composition (Leigh et al., 2022): an additional area of research could be to understand how relationships between microbes and thermal tolerance differ across dietary habits, as most studies have been conducted in herbivorous animals. Not all animals house diverse communities of microbes, and microbes may not always be important to host physiology (Hammer et al., 2019); thus, broadening our efforts to more diverse study systems will help us understand when microbes do and, importantly, do not impact host heat tolerance.

In addition to host systems, the field may also benefit from broadening the microbial diversity studied in these associations. Across all hosts, most studies focus on bacteria (except for a few viral studies, see Introduction) living in the gut or as intracellular endosymbionts (see Introduction). Other groups of microbes, such as fungi, and those living in other organs, such as the skin, play crucial roles in host physiology (Chin et al., 2020; Grice, 2015); however, we currently lack understanding of how they may contribute to host heat tolerance.

Focusing on mechanism

Further, more mechanistic studies are needed across a variety of hosts to understand the drivers of the relationship between microbial communities and host thermal performance in different contexts. Particularly, we lack mechanistic studies in vertebrate hosts. Although mechanisms could be similar between invertebrates and vertebrates, most mechanistic studies in invertebrate hosts have been performed in systems with insect hosts and endosymbiotic bacteria (see Introduction). Endosymbionts are transmitted vertically, provision specific nutrients to their hosts and maintain a long history of co-evolution with their hosts (Engel and Moran, 2013). Thus, the reliance of the host on symbionts in these cases, and the mechanisms by which microbes can influence their host's physiology may differ significantly from microbes in vertebrate-associated communities which are commonly transmitted horizontally and experience high degrees of change (Priya and Blekhman, 2019). Focus could be directed towards understanding how the microbiome affects host thermal tolerance in vertebrate systems, as well as in invertebrate systems where more complex communities have been associated with host heat tolerance, such as flies (Jaramillo and Castañeda, 2021; Moghadam et al., 2018). Thus far in vertebrates, in correlative studies, whole-compositional aspects of the microbiome, such as microbiome beta diversity (see Glossary; Moeller et al., 2020) and alpha diversity (see Glossary; Bestion et al., 2017) have been associated with vertebrate host responses to heat; however, in manipulative studies, water sterilization techniques have been used to manipulate the microbiome, which alters microbiome diversity, overall microbiome composition, and the relative abundance of many bacterial taxa simultaneously (Fontaine et al., 2022). Thus, it is currently unknown which of these changes in the microbiome is truly responsible for the impacts on host heat tolerance. Disentangling these effects is necessary to understand the mechanism behind these relationships. Future studies may focus on more targeted microbial manipulations, such as varying microbial community composition and diversity independently of one another, as well as supplementing or removing specific microbial taxa in the community, to isolate the microbial phenotype responsible for effects on host thermal performance.

Studies manipulating an animal's external environmental conditions may also help to elucidate the mechanisms driving these relationships. As described above, there is evidence that the link between the tadpole microbiome and host heat tolerance could be driven by oxygen limitations or changes in amino acid availability in animals with disrupted microbiomes (Fontaine and Kohl, 2023; Fontaine et al., 2022). Thus, manipulating levels of available oxygen or dietary inputs of amino acids, including both the quantity and identity of specific amino acids, and observing the changes in thermal tolerance in individuals with varying microbiome compositions could shed light on which mechanisms are responsible.

Utilizing field work and more natural experimental conditions

In addition to mechanistic studies, future studies may focus on replicating more natural conditions to understand whether host-associated microbial communities actually affect host thermal tolerance in the wild. The majority of studies (invertebrate and vertebrate) that have discovered relationships between animal-associated microbes and host responses to heat have done so in the laboratory (Fig. 1; Brumin et al., 2011; Fontaine et al., 2022; Harmon et al., 2009; Hoang et al., 2019, 2021; Jaramillo and Castañeda, 2021; Moeller et al., 2020; Moghadam et al., 2018; Montllor et al., 2002; Nakagawa et al., 2016; Porras et al., 2020; Russell and Moran, 2006), although in more natural mesocosm enclosures, loss of microbiota diversity due to warming was shown to be associated with reduced survival in lizards (Bestion et al., 2017). Natural environments are far more complex than laboratory environments, and captivity can dramatically alter the diversity and composition of host-associated microbial communities compared with wild microbiomes (Kohl et al., 2017; McKenzie et al., 2017). Thus, it is difficult to know from laboratory studies whether the impacts of the microbiome on host heat tolerance would be consistent in animals exposed to much more biotic and abiotic environmental variation and when colonized with more wild-type communities (Fig. 1). Furthermore, in the wild, there may be tradeoffs between the positive effects of microbiome-induced increases in heat tolerance with other phenotypes caused by alterations to microbial communities. For example, in tadpoles, disrupting the microbiome causes animals to be less heat tolerant, but also substantially increases animal body size (Fontaine et al., 2022), which could have positive impacts on animal fitness in nature (Cabrera-Guzmán et al., 2013). In aphids, colonization with particular heat-resistant symbionts increases host growth rate under heat shock conditions, but reduces host growth rate under non-stressful conditions (Harmon et al., 2009), indicating that the association may only confer benefits in certain contexts. Wild studies that capture the full range of environmental conditions faced by hosts will help to elucidate when the benefits of colonization with heat-protective microbes outweigh the costs (Fig. 1). This goal could be accomplished through realistic mesocosm experiments, such as those performed by Bestion et al. (2017), in which the impact of climate warming on lizard gut microbiota was assessed through maintaining animals in seminatural outdoor enclosures in which temperature could be manipulated, but individuals still had opportunities to perform natural behaviors, such as thermoregulation and foraging. Additionally, experiments could utilize targeted microbial treatments of animals followed by release into the wild and subsequent tracking of fitness, following similar methods to studies that have assessed the efficacy of disease treatments in natural populations (Hudson et al., 2016). These types of experiments will be most relevant to understanding how interactions with microbes will affect susceptibility to climate change in wild populations.

Considering microbiome contributions to phenotype and evolutionary trajectories

Another intriguing direction could be to more accurately disentangle the distinct or interacting contributions of the host versus the microbiome to thermal tolerance. This is also in alignment with a push to expand our understanding of the full determinants of organismal phenotypes (Koskella and Bergelson, 2020). In the past, phenotypes have been reasoned to be influenced by genotype (G), environment (E) and genotype×environment interactions (G×E). However, there is now reason to incorporate the microbiome (M) to understand the potential for complex interactions among these factors (G×E×M) (Oyserman et al., 2021). The thermal tolerance of many ectothermic species varies geographically (Guiterrez-Pesquera et al., 2016; Sunday et al., 2011), and can also covary with membership of the gut microbiome (Moeller et al., 2020). Further, a number of ectothermic species, such as the stinkbug Riptortus clavatus (Kikuchi et al., 2007) and the bobtail squid Euprymna scolopes (McFall-Ngai, 2014), acquire microbial symbionts from their environments, and in several fish species (Wu et al., 2012, 2013; Wong et al., 2015), the gut microbiota largely reflects those microbes present in their surrounding environments. Work in microbial ecology has also shown global patterns in some environmental microbiomes, such as covariation of global soil microbial diversity with temperature (Gillingham et al., 2019). Thus, there is potential for variation in the interactions between hosts and environmentally acquired microbes to influence host phenotypes (Bo and Kohl, 2021). For example, in the aphid A. pisum, colonization with the secondary bacterial endosymbiont Serratia symbiotica increases host fecundity and development under heat shock, but S. symbiotica strains from warm Arizona increase these phenotypes to a greater degree than strains from cooler New York or Wisconsin (Russell and Moran, 2006).

Given the goal of predicting species' responses to climate change, there is interest in understanding the different contributions of local host adaptation, local microbial adaptation and the potential need for microbes and hosts to work collaboratively to overcome thermal stress (Fig. 1; Fontaine and Kohl, 2020b, 2023). Work in this area will also expand our understanding of how natural selection may act on the holobiont (see Glossary) (Theis et al., 2016; Zilber-Rosenberg and Rosenberg, 2008). These interactions have been best demonstrated thus far in a sea anemone (Nematostella vectensis) system; genotypes for this species were collected across a North–South gradient, and anemones were grown under various temperatures in common laboratory environments. Researchers observed significant effects of genotype (G) and temperature (E) on microbiome composition, but also saw a significant G×E interaction in shaping the microbiome of these organisms (Baldassarre et al., 2023). The microbiome of these animals also offers a source of rapid adaptation, as the transfer of microbes from heat-acclimated N. vectensis can increase thermal tolerance in recipients (Baldassarre et al., 2022). These results demonstrate the potential for the host, microbiome and their interactions to determine the evolutionary potential of collective holobionts (Henry et al., 2021).

Determining implications for animal conservation under climate change

Climate change is one of the most pressing issues facing wildlife worldwide. Ectotherms in particular are expected to experience disproportionate increases in mortality due to rising mean and maximum environmental temperatures (Jørgensen et al., 2022). Climate change can also result in sublethal effects on ectotherm physiology (Dillon et al., 2010), behavior (Kearney et al., 2009) and reproduction (Bestion et al., 2015). Recently, it has become clear that increasing temperatures can additionally affect ectotherms through changes in their associated microbial communities. Exposure to high temperatures changes the community composition of the microbiome and/or reduces its diversity in ectotherms such as corals (Ziegler et al., 2017), insects (Arango et al., 2021; Moghadam et al., 2018), fish (Kokou et al., 2018), amphibians (Fontaine and Kohl, 2020a; Fontaine et al., 2022, 2018; Kohl and Yahn, 2016; Zhu et al., 2021) and reptiles (Bestion et al., 2017; Moeller et al., 2020); however, in some cases, warming may increase microbial diversity (Kokou et al., 2018) or have no effect on the microbiome at all (Williams et al., 2022). The effect of heat on the microbiome sets up the possibility for positive-feedback loops in which environmental warming may decrease ectotherm heat tolerance and increase their vulnerability to warming (Fig. 2). For example, raising tadpoles in sterilized water alters the community composition and reduces diversity of the bacterial gut microbiome compared with that of tadpoles with more natural microbiota; subsequently, this reduces their heat tolerance (Fontaine et al., 2022). However, increasing the tadpoles' rearing temperature by 6°C decreases microbial diversity in the natural microbiota group to the same degree as in the tadpoles reared in sterilized water (Fontaine et al., 2022). If a loss of microbial diversity is the main driver of reduced heat tolerance, these results suggest that warming-induced losses of diversity could further lower host thermal tolerance, leaving them more vulnerable to climate warming; this may compound over time. However, hosts also acclimate to warm temperatures, which typically increases host heat tolerance (Brattstrom and Lawrence, 1962); thus, the degree to which warming-induced loss of microbial diversity and warming-induced host physiological acclimation contribute to changes in overall heat tolerance warrants future study. This goal could be accomplished through comparing the heat tolerance of axenic versus microbially colonized animals following acclimation to warm or control temperatures, or by utilizing microbial transplants among hosts with varying genotypes to isolate specific host versus microbial contributions to thermal acclimation. Similar experiments have been conducted in the sea anemone system described above (Baldassarre et al., 2022) and in endothermic laboratory mice to uncover the role of the microbiome in host thermogenesis (Chevalier et al., 2015; Li et al., 2019).

If specific microbes or microbial compositions can be identified that bolster host heat tolerance, it may be important to direct efforts to monitoring and preserving the diversity of wildlife-associated microbial communities. Although conservation biology has typically focused on host animal and habitat preservation, these microbial communities may be harnessed for conservation applications through bioaugmentation approaches (see Glossary; Trevelline et al., 2019). Probiotic treatments, in which specific ‘beneficial’ microbes are administered as a protective treatment, are commonly used in agriculture, aquaculture and human medicine to achieve desired outcomes; these are becoming increasingly common in wildlife settings, particularly to protect hosts from disease (McKenzie et al., 2018). For example, several bacteria found on amphibian skin are capable of inhibiting the fungal pathogen Batrachochytrium dendrobatidis (Becker et al., 2015), and development of these microbes into probiotics to protect hosts from disease has been an active area of research for some time (Bletz et al., 2013). Already in development in marine systems (Rosado et al., 2019), probiotic techniques could also be applied to protect hosts from climate change. This approach would require identification of specific microbial taxa that are associated with increased heat tolerance in hosts, followed by their cultivation in the laboratory (Fig. 1). If these microbes are from the gastrointestinal tract, successful culture could pose a challenge, but new ‘culturomics’ techniques have emerged allowing for cultivation of a wide variety of gut microbes in the laboratory (Lagier et al., 2016). Individual or mixtures of microbes could then be administered to hosts, followed by verification that the treatment results in increased heat tolerance. If whole-compositional aspects of the microbiome (rather than specific taxa) are associated with heat tolerance (Moeller et al., 2020), whole microbiomes could be transplanted through fecal microbiome transplants (FMTs), in which feces from donor individuals are transplanted into recipient individuals with the goal of transferring important microbes (Borody et al., 2013). This approach is commonly used to prevent disease in human medicine (Antushevich, 2020), and the transfer of microbes between hosts can change thermal tolerance in invertebrate hosts (Baldassarre et al., 2022; Moghadam et al., 2018). Donor individuals could be chosen by identification of hosts with the highest heat tolerance or by selection of hosts from warmer habitats where symbionts locally adapted to heat are likely to occur (Russell and Moran, 2006).

Regardless of whether probiotics or FMTs are used, there are several considerations that would need to be addressed before using these approaches as widespread treatments. For example, do the probiotic or transplanted microbes colonize and persist in the gut, or do they transiently pass through? Both host factors and characteristics of the resident microbiome affect probiotic persistence (Maldonado-Gómez et al., 2016), and aspects of the recipient's external environment (e.g. temperature) are likely to affect the maintenance of these microbes in the gut (Bletz et al., 2013). Additionally, the majority of wildlife bioaugmentation studies have been performed in laboratory settings (Bletz et al., 2013); thus, once treatments have shown the ability to bolster host heat tolerance in the lab, well-designed field trials will be needed to demonstrate their ability to maintain this affect without adverse consequences in nature (Fig. 1). Nevertheless, once these hurdles are cleared, bioaugmentation strategies could represent an important tool to protect hosts that are particularly vulnerable to climate warming because of their physiology (Somero, 2010) or the habitat they occupy (Deutsch et al., 2008).

Although we are rapidly gaining an understanding of the role that microbes play in various physiological processes – including the thermal tolerance of ectotherms – much remains to be uncovered. Addressing the questions outlined here will enhance our understanding of how natural selection interacts with the holobiont, and how physiological tolerance is determined by hosts, microbiomes and/or distinct interactions within these partnerships. Additionally, work in this area will shed light on the speed at which mutualisms might facilitate rapid ecological and evolutionary adaptations. Although it currently seems to belong to a distant future, once we have this understanding in hand, we may be able to act as better stewards of the Earth's resources through conservation actions that involve the use of probiotics and other microbial manipulations to enhance the thermal tolerance of imperiled ectothermic species. We hope that pursuing the research questions outlined in this Commentary will go some way toward achieving this goal.

We thank the editors and two anonymous reviewers for thoughtful comments that improved this paper.

Antushevich
,
H.
(
2020
).
Fecal microbiota transplantation in disease therapy
.
Clin. Chim. Acta
503
,
90
-
98
.
Arango
,
R. A.
,
Schoville
,
S. D.
,
Currie
,
C. R.
and
Carlos-Shanley
,
C.
(
2021
).
Experimental warming reduces survival, cold tolerance, and gut prokaryotic diversity of the eastern subterranean termite, Reticulitermes flavipes (Kollar)
.
Front. Microbiol.
12
,
1116
.
Baldassarre
,
L.
,
Ying
,
H.
,
Reitzel
,
A. M.
,
Franzenburg
,
S.
and
Fraune
,
S.
(
2022
).
Microbiota mediated plasticity promotes thermal adaptation in the sea anemone Nematostella vectensis
.
Nat. Commun.
13
,
3804
.
Baldassarre
,
L.
,
Reitzel
,
A. M.
and
Fraune
,
S.
(
2023
).
Genotype–environment interactions determine microbiota plasticity in the sea anemone Nematostella vectensis
.
PLoS Biol.
21
,
e3001726
.
Becker
,
M. H.
,
Walke
,
J. B.
,
Murrill
,
L.
,
Woodhams
,
D. C.
,
Reinert
,
L. K.
,
Rollins-Smith
,
L. A.
,
Burzynski
,
E. A.
,
Umile
,
T. P.
,
Minbiole
,
K. P.
and
Belden
,
L. K.
(
2015
).
Phylogenetic distribution of symbiotic bacteria from Panamanian amphibians that inhibit growth of the lethal fungal pathogen Batrachochytrium dendrobatidis
.
Mol. Ecol.
24
,
1628
-
1641
.
Bestion
,
E.
,
Teyssier
,
A.
,
Richard
,
M.
,
Clobert
,
J.
and
Cote
,
J.
(
2015
).
Live fast, die young: experimental evidence of population extinction risk due to climate change
.
PLoS Biol.
13
,
e1002281
.
Bestion
,
E.
,
Jacob
,
S.
,
Zinger
,
L.
,
Di Gesu
,
L.
,
Richard
,
M.
,
White
,
J.
and
Cote
,
J.
(
2017
).
Climate warming reduces gut microbiota diversity in a vertebrate ectotherm
.
Nat. Ecol. Evol.
1
,
161
.
Bletz
,
M. C.
,
Loudon
,
A. H.
,
Becker
,
M. H.
,
Bell
,
S. C.
,
Woodhams
,
D. C.
,
Minbiole
,
K. P.
and
Harris
,
R. N.
(
2013
).
Mitigating amphibian chytridiomycosis with bioaugmentation: characteristics of effective probiotics and strategies for their selection and use
.
Ecol. Lett.
16
,
807
-
820
.
Bo
,
T.-B.
and
Kohl
,
K. D.
(
2021
).
Stabilization and optimization of host-microbe-environment interactions as a potential reason for the behavior of natal philopatry
.
Anim. Microbiome
3
,
26
.
Borody
,
T. J.
,
Paramsothy
,
S.
and
Agrawal
,
G.
(
2013
).
Fecal microbiota transplantation: indications, methods, evidence, and future directions
.
Curr. Gastroenterol. Rep.
15
,
337
.
Brattstrom
,
B. H.
and
Lawrence
,
P.
(
1962
).
The rate of thermal acclimation in anuran amphibians
.
Physiol. Zool.
35
,
148
-
156
.
Brumin
,
M.
,
Kontsedalov
,
S.
and
Ghanim
,
M.
(
2011
).
Rickettsia influences thermotolerance in the whitefly Bemisia tabaci B biotype
.
Insect Sci.
18
,
57
-
66
.
Burke
,
G.
,
Fiehn
,
O.
and
Moran
,
N.
(
2010
).
Effects of facultative symbionts and heat stress on the metabolome of pea aphids
.
ISME J.
4
,
242
-
252
.
Cabrera-Guzmán
,
E.
,
Crossland
,
M. R.
,
Brown
,
G. P.
and
Shine
,
R.
(
2013
).
Larger body size at metamorphosis enhances survival, growth and performance of young cane toads (Rhinella marina)
.
PLoS One
8
,
e70121
.
Chevalier
,
C.
,
Stojanović
,
O.
,
Colin
,
D. J.
,
Suarez-Zamorano
,
N.
,
Tarallo
,
V.
,
Veyrat-Durebex
,
C.
,
Rigo
,
D.
,
Fabbiano
,
S.
,
Stevanović
,
A.
,
Hagemann
,
S.
et al. 
(
2015
).
Gut microbiota orchestrates energy homeostasis during cold
.
Cell
163
,
1360
-
1374
.
Chin
,
V. K.
,
Yong
,
V. C.
,
Chong
,
P. P.
,
Amin Nordin
,
S.
,
Basir
,
R.
,
Abdullah
,
M.
(
2020
).
Mycobiome in the gut: a multiperspective review
.
Mediators Inflamm.
2020
,
9560684
.
Dearing
,
M. D.
and
Kohl
,
K. D.
(
2017
).
Beyond fermentation: other important services provided to endothermic herbivores by their gut microbiota
.
Integr. Comp. Biol.
57
,
723
-
731
.
Deutsch
,
C. A.
,
Tewksbury
,
J. J.
,
Huey
,
R. B.
,
Sheldon
,
K. S.
,
Ghalambor
,
C. K.
,
Haak
,
D. C.
and
Martin
,
P. R.
(
2008
).
Impacts of climate warming on terrestrial ectotherms across latitude
.
Proc. Natl. Acad. Sci. USA
105
,
6668
-
6672
.
Dillon
,
M. E.
,
Wang
,
G.
and
Huey
,
R. B.
(
2010
).
Global metabolic impacts of recent climate warming
.
Nature
467
,
704
-
706
.
Dunbar
,
H. E.
,
Wilson
,
A. C.
,
Ferguson
,
N. R.
and
Moran
,
N. A.
(
2007
).
Aphid thermal tolerance is governed by a point mutation in bacterial symbionts
.
PLoS Biol.
5
,
e96
.
Engel
,
P.
and
Moran
,
N. A.
(
2013
).
The gut microbiota of insects–diversity in structure and function
.
FEMS Microbiol. Rev.
37
,
699
-
735
.
Fontaine
,
S. S.
and
Kohl
,
K. D.
(
2020a
).
The gut microbiota of invasive bullfrog tadpoles responds more rapidly to temperature than a non–invasive congener
.
Mol. Ecol.
29
,
2449
-
2462
.
Fontaine
,
S. S.
and
Kohl
,
K. D.
(
2020b
).
Optimal integration between host physiology and functions of the gut microbiome
.
Philos. Trans. R. Soc. B
375
,
20190594
.
Fontaine
,
S. S.
and
Kohl
,
K. D.
(
2023
).
The microbiome buffers tadpole hosts from heat stress: a hologenomic approach to understand host–microbe interactions under warming
.
J. Exp. Biol.
226
,
jeb245191
.
Fontaine
,
S. S.
,
Novarro
,
A. J.
and
Kohl
,
K. D.
(
2018
).
Environmental temperature alters the digestive performance and gut microbiota of a terrestrial amphibian
.
J. Exp.l Biol.
221
,
jeb187559
.
Fontaine
,
S. S.
,
Mineo
,
P. M.
and
Kohl
,
K. D.
(
2022
).
Experimental manipulation of microbiota reduces host thermal tolerance and fitness under heat stress in a vertebrate ectotherm
.
Nat. Ecol. Evol.
6
,
405
-
417
.
Gillingham
,
M. A. F.
,
Béchet
,
A.
,
Cézilly
,
F.
,
Wilhelm
,
K.
,
Rendón-Martos
,
M.
,
Borghesi
,
F.
,
Nissardi
,
S.
,
Baccetti
,
N.
,
Azafzaf
,
H.
and
Menke
,
S.
et al. 
(
2019
).
Offspring microbiomes differ across breeding sites in a panmictic species
.
Front. Microbiol.
10
,
35
.
Grice
,
E. A.
(
2015
).
The intersection of microbiome and host at the skin interface: genomic-and metagenomic-based insights
.
Genome Res.
25
,
1514
-
1520
.
Guiterrez-Pesquera
,
L. M.
,
Tejedo
,
M.
,
Olalla-Tárraga
,
M.
,
Duarte
,
H.
,
Nicieza
,
A.
and
Solé
,
M.
(
2016
).
Testing the climate variability hypothesis in thermal tolerance limits of tropical and temperate tadpoles
.
J. Biogeogr.
43
,
1166
-
1178
.
Hammer
,
T. J.
,
Sanders
,
J. G.
and
Fierer
,
N.
(
2019
).
Not all animals need a microbiome
.
FEMS Microbiol. Lett.
366
,
fnz117
.
Hardison
,
E. A.
,
Schwieterman
,
G. D.
and
Eliason
,
E. J.
(
2023
).
Diet changes thermal acclimation capacity, but not acclimation rate, in a marine ectotherm (Girella nigricans) during warming
.
Proc. R. Soc. B.
290
,
20222505
.
Harmon
,
J. P.
,
Moran
,
N. A.
and
Ives
,
A. R.
(
2009
).
Species response to environmental change: impacts of food web interactions and evolution
.
Science
323
,
1347
-
1350
.
Hector
,
T. E.
,
Hoang
,
K. L.
,
Li
,
J.
and
King
,
K. C.
(
2022
).
Symbiosis and host responses to heating
.
Trends Ecol. Evol.
37
,
611
-
624
.
Henry
,
L. P.
,
Bruijning
,
M.
,
Forsberg
,
S. K.
and
Ayroles
,
J. F.
(
2021
).
The microbiome extends host evolutionary potential
.
Nat. Commun.
12
,
5141
.
Hoang
,
K. L.
,
Gerardo
,
N. M.
and
Morran
,
L. T.
(
2019
).
The effects of Bacillus subtilis on Caenorhabditis elegans fitness after heat stress
.
Ecol. Evol.
9
,
3491
-
3499
.
Hoang
,
K. L.
,
Gerardo
,
N. M.
and
Morran
,
L. T.
(
2021
).
Association with a novel protective microbe facilitates host adaptation to a stressful environment
.
Evol. Lett.
5
,
118
-
129
.
Hudson
,
M. A.
,
Young
,
R. P.
,
Lopez
,
J.
,
Martin
,
L.
,
Fenton
,
C.
,
McCrea
,
R.
,
Griffiths
,
R. A.
,
Adams
,
S.-L.
,
Gray
,
G.
,
Garcia
,
G.
et al. 
(
2016
).
In-situ itraconazole treatment improves survival rate during an amphibian chytridiomycosis epidemic
.
Biol. Conserv.
195
,
37
-
45
.
Jaramillo
,
A.
and
Castañeda
,
L. E.
(
2021
).
Gut microbiota of Drosophila subobscura contributes to its heat tolerance and is sensitive to transient thermal stress
.
Front. Microbiol.
12
,
886
.
Jørgensen
,
L. B.
,
Ørsted
,
M.
,
Malte
,
H.
,
Wang
,
T.
and
Overgaard
,
J.
(
2022
).
Extreme escalation of heat failure rates in ectotherms with global warming
.
Nature
611
,
93
-
98
.
Kamada
,
N.
,
Chen
,
G. Y.
,
Inohara
,
N.
and
Núñez
,
G.
(
2013
).
Control of pathogens and pathobionts by the gut microbiota
.
Nat. Immunol.
14
,
685
-
690
.
Kearney
,
M.
,
Shine
,
R.
and
Porter
,
W. P.
(
2009
).
The potential for behavioral thermoregulation to buffer “cold-blooded” animals against climate warming
.
Proc. Natl. Acad. Sci. USA
106
,
3835
-
3840
.
Kikuchi
,
Y.
,
Hosokawa
,
T.
and
Fukatsu
,
T.
(
2007
).
Insect-microbe mutualism without vertical transmission: a stinkbug acquires a beneficial gut symbiont from the environment every generation
.
Appl. Environ. Microbiol.
73
,
4308
-
4316
.
Knutie
,
S. A.
,
Wilkinson
,
C. L.
,
Kohl
,
K. D.
and
Rohr
,
J. R.
(
2017
).
Early-life disruption of amphibian microbiota decreases later-life resistance to parasites
.
Nat. Commun.
8
,
86
.
Kohl
,
K. D.
and
Carey
,
H. V.
(
2016
).
A place for host–microbe symbiosis in the comparative physiologist's toolbox
.
J. Exp. Biol.
219
,
3496
-
3504
.
Kohl
,
K. D.
and
Yahn
,
J.
(
2016
).
Effects of environmental temperature on the gut microbial communities of tadpoles
.
Environ. Microbiol.
18
,
1561
-
1565
.
Kohl
,
K. D.
,
Brun
,
A.
,
Magallanes
,
M.
,
Brinkerhoff
,
J.
,
Laspiur
,
A.
,
Acosta
,
J. C.
,
Caviedes–Vidal
,
E.
and
Bordenstein
,
S. R.
(
2017
).
Gut microbial ecology of lizards: insights into diversity in the wild, effects of captivity, variation across gut regions and transmission
.
Mol. Ecol.
26
,
1175
-
1189
.
Kokou
,
F.
,
Sasson
,
G.
,
Nitzan
,
T.
,
Doron-Faigenboim
,
A.
,
Harpaz
,
S.
,
Cnaani
,
A.
and
Mizrahi
,
I.
(
2018
).
Host genetic selection for cold tolerance shapes microbiome composition and modulates its response to temperature
.
Elife
7
,
e36398
.
Koskella
,
B.
and
Bergelson
,
J.
(
2020
).
The study of host–microbiome (co) evolution across levels of selection
.
Philos. Trans. R. Soc. B
375
,
20190604
.
Lagier
,
J.-C.
,
Khelaifia
,
S.
,
Alou
,
M. T.
,
Ndongo
,
S.
,
Dione
,
N.
,
Hugon
,
P.
,
Caputo
,
A.
,
Cadoret
,
F.
,
Traore
,
S. I.
,
Dubourg
,
G.
et al. 
(
2016
).
Culture of previously uncultured members of the human gut microbiota by culturomics
.
Nat. Microbiol.
1
,
16203
.
Leigh
,
S. C.
,
Catabay
,
C.
and
German
,
D. P.
(
2022
).
Sustained changes in digestive physiology and microbiome across sequential generations of zebrafish fed different diets
.
Comp. Biochem. Physiol. Part A Mol. Integr. Physiol.
273
,
111285
.
Li
,
B.
,
Li
,
L.
,
Li
,
M.
,
Lam
,
S. M.
,
Wang
,
G.
,
Wu
,
Y.
,
Zhang
,
H.
,
Niu
,
C.
,
Zhang
,
X.
,
Liu
,
X.
et al. 
(
2019
).
Microbiota depletion impairs thermogenesis of brown adipose tissue and browning of white adipose tissue
.
Cell Rep.
26
,
2720
-
2737
.
Maldonado-Gómez
,
M. X.
,
Martínez
,
I.
,
Bottacini
,
F.
,
O'callaghan
,
A.
,
Ventura
,
M.
,
Van Sinderen
,
D.
,
Hillmann
,
B.
,
Vangay
,
P.
,
Knights
,
D.
,
Hutkins
,
R. W.
et al. 
(
2016
).
Stable engraftment of Bifidobacterium longum AH1206 in the human gut depends on individualized features of the resident microbiome
.
Cell Host Microbe
20
,
515
-
526
.
Mandal
,
S.
,
Van Treuren
,
W.
,
White
,
R. A.
,
Eggesbø
,
M.
,
Knight
,
R.
and
Peddada
,
S. D.
(
2015
).
Analysis of composition of microbiomes: a novel method for studying microbial composition
.
Microb. Ecol. Health Dis.
26
,
27663
.
Mcfall-Ngai
,
M.
(
2014
).
Divining the essence of symbiosis: insights from the squid-Vibrio model
.
PLoS Biol.
12
,
e1001783
.
Mcfall-Ngai
,
M.
,
Hadfield
,
M. G.
,
Bosch
,
T. C.
,
Carey
,
H. V.
,
Domazet-Lošo
,
T.
,
Douglas
,
A. E.
,
Dubilier
,
N.
,
Eberl
,
G.
,
Fukami
,
T.
,
Gilbert
,
S. F.
et al. 
(
2013
).
Animals in a bacterial world, a new imperative for the life sciences
.
Proc. Natl. Acad. Sci. USA
110
,
3229
-
3236
.
Mckenzie
,
V. J.
,
Song
,
S. J.
,
Delsuc
,
F.
,
Prest
,
T. L.
,
Oliverio
,
A. M.
,
Korpita
,
T. M.
,
Alexiev
,
A.
,
Amato
,
K. R.
,
Metcalf
,
J. L.
,
Kowalewski
,
M.
et al. 
(
2017
).
The effects of captivity on the mammalian gut microbiome
.
Integr. Comp. Biol.
57
,
690
-
704
.
Mckenzie
,
V. J.
,
Kueneman
,
J. G.
and
Harris
,
R. N.
(
2018
).
Probiotics as a tool for disease mitigation in wildlife: insights from food production and medicine
.
Ann. N. Y. Acad. Sci.
1429
,
18
-
30
.
Moeller
,
A. H.
,
Ivey
,
K.
,
Cornwall
,
M. B.
,
Herr
,
K.
,
Rede
,
J.
,
Taylor
,
E. N.
and
Gunderson
,
A. R.
(
2020
).
The lizard gut microbiome changes with temperature and is associated with heat tolerance
.
Appl. Environ. Microbiol.
86
,
e01181
.
Moghadam
,
N. N.
,
Thorshauge
,
P. M.
,
Kristensen
,
T. N.
,
De Jonge
,
N.
,
Bahrndorff
,
S.
,
Kjeldal
,
H.
and
Nielsen
,
J. L.
(
2018
).
Strong responses of Drosophila melanogaster microbiota to developmental temperature
.
Fly
12
,
1
-
12
.
Montllor
,
C. B.
,
Maxmen
,
A.
and
Purcell
,
A. H.
(
2002
).
Facultative bacterial endosymbionts benefit pea aphids Acyrthosiphon pisum under heat stress
.
Ecol. Entomol.
27
,
189
-
195
.
Nakagawa
,
H.
,
Shiozaki
,
T.
,
Kobatake
,
E.
,
Hosoya
,
T.
,
Moriya
,
T.
,
Sakai
,
F.
,
Taru
,
H.
and
Miyazaki
,
T.
(
2016
).
Effects and mechanisms of prolongevity induced by Lactobacillus gasseri SBT2055 in Caenorhabditis elegans
.
Aging Cell
15
,
227
-
236
.
Oyserman
,
B. O.
,
Cordovez
,
V.
,
Flores
,
S. S.
,
Leite
,
M. F.
,
Nijveen
,
H.
,
Medema
,
M. H.
and
Raaijmakers
,
J. M.
(
2021
).
Extracting the GEMs: genotype, environment, and microbiome interactions shaping host phenotypes
.
Front. Microbiol.
11
,
574053
.
Porras
,
M. F.
,
Navas
,
C. A.
,
Marden
,
J. H.
,
Mescher
,
M. C.
,
De Moraes
,
C. M.
,
Pincebourde
,
S.
,
Sandoval-Mojica
,
A.
,
Raygoza-Garay
,
J. A.
,
Holguin
,
G. A.
,
Rajotte
,
E. G.
et al. 
(
2020
).
Enhanced heat tolerance of viral-infected aphids leads to niche expansion and reduced interspecific competition
.
Nat. Commun.
11
,
1184
.
Pörtner
,
H.
(
2001
).
Climate change and temperature-dependent biogeography: oxygen limitation of thermal tolerance in animals
.
Naturwissenschaften
88
,
137
-
146
.
Priya
,
S.
and
Blekhman
,
R.
(
2019
).
Population dynamics of the human gut microbiome: change is the only constant
.
Genome Biol.
20
,
150
.
Rosado
,
P. M.
,
Leite
,
D. C.
,
Duarte
,
G. A.
,
Chaloub
,
R. M.
,
Jospin
,
G.
,
Nunes Da Rocha
,
U.
,
P Saraiva
,
J.
,
Dini-Andreote
,
F.
,
Eisen
,
J. A.
,
Bourne
,
D. G.
et al. 
(
2019
).
Marine probiotics: increasing coral resistance to bleaching through microbiome manipulation
.
ISME J.
13
,
921
-
936
.
Russell
,
J. A.
and
Moran
,
N. A.
(
2006
).
Costs and benefits of symbiont infection in aphids: variation among symbionts and across temperatures
.
Proc. R. Soc. B
273
,
603
-
610
.
Somero
,
G.
(
2010
).
The physiology of climate change: how potentials for acclimatization and genetic adaptation will determine ‘winners’ and ‘losers
’.
J. Exp. Biol.
213
,
912
-
920
.
Sunday
,
J. M.
,
Bates
,
A. E.
and
Dulvy
,
N. K.
(
2011
).
Global analysis of thermal tolerance and latitude in ectotherms
.
Proc. R. Soc. B
278
,
1823
-
1830
.
Theis
,
K. R.
,
Dheilly
,
N. M.
,
Klassen
,
J. L.
,
Brucker
,
R. M.
,
Baines
,
J. F.
,
Bosch
,
T. C.
,
Cryan
,
J. F.
,
Gilbert
,
S. F.
,
Goodnight
,
C. J.
,
Lloyd
,
E. A.
et al. 
(
2016
).
Getting the hologenome concept right: an eco-evolutionary framework for hosts and their microbiomes
.
mSystems
1
,
e00028-16
.
Trevelline
,
B. K.
,
Fontaine
,
S. S.
,
Hartup
,
B. K.
and
Kohl
,
K. D.
(
2019
).
Conservation biology needs a microbial renaissance: a call for the consideration of host-associated microbiota in wildlife management practices
.
Proc. R. Soc. B
286
,
20182448
.
Tripp-Valdez
,
M. A.
,
Bock
,
C.
,
Lucassen
,
M.
,
Lluch-Cota
,
S. E.
,
Sicard
,
M. T.
,
Lannig
,
G.
and
Pörtner
,
H. O.
(
2017
).
Metabolic response and thermal tolerance of green abalone juveniles (Haliotis fulgens: Gastropoda) under acute hypoxia and hypercapnia
.
J. Exp. Mar. Biol. Ecol.
497
,
11
-
18
.
Verberk
,
W. C.
,
Overgaard
,
J.
,
Ern
,
R.
,
Bayley
,
M.
,
Wang
,
T.
,
Boardman
,
L.
and
Terblanche
,
J. S.
(
2016
).
Does oxygen limit thermal tolerance in arthropods? A critical review of current evidence
.
Comp. Biochem. Physiol. Part A Mol. Integr. Physiol.
192
,
64
-
78
.
Williams
,
C. E.
,
Kueneman
,
J. G.
,
Nicholson
,
D. J.
,
Rosso
,
A. A.
,
Folfas
,
E.
,
Casement
,
B.
,
Gallegos-Koyner
,
M. A.
,
Neel
,
L. K.
,
Curlis
,
J. D.
,
Mcmillan
,
W. O.
et al. 
(
2022
).
Sustained drought, but not short-term warming, alters the gut microbiomes of wild anolis lizards
.
Appl. Environ. Microbiol.
88
,
e00530-22
.
Wong
,
S.
,
Stephens
,
W. Z.
,
Burns
,
A. R.
,
Stagaman
,
K.
,
David
,
L. A.
,
Bohannan
,
B. J. M.
,
Guillemin
,
K.
and
Rawls
,
J. F.
(
2015
).
Ontogenetic differences in dietary fat influence microbiota assembly in the zebrafish gut
.
Mbio
6
,
e00687
.
Wu
,
S.
,
Wang
,
G.
,
Angert
,
E. R.
,
Wang
,
W.
,
Li
,
W.
and
Zou
,
H.
(
2012
).
Composition, diversity, and origin of the bacterial community in grass carp intestine
.
PLoS One
7
,
e30440
.
Wu
,
S.
,
Tian
,
J.
,
Gatesoupe
,
F.
,
Li
,
W.
,
Zou
,
H.
,
Yang
,
B.
and
Wang
,
G.
(
2013
).
Intestinal microbiota of gibel carp (Carassius auratus gibelio) and its origin as revealed by 454 pyrosequencing
.
World J. Microbiol. Biotechnol.
29
,
1585
-
1595
.
Xu
,
D.
,
Zhong
,
T.
,
Feng
,
W.
and
Zhou
,
G.
(
2016
).
Tolerance and responsive gene expression of Sogatella furcifera under extreme temperature stresses are altered by its vectored plant virus
.
Sci. Rep.
6
,
31521
.
Zhu
,
L.
,
Zhu
,
W.
,
Zhao
,
T.
,
Chen
,
H.
,
Zhao
,
C.
,
Xu
,
L.
,
Chang
,
Q.
and
Jiang
,
J.
(
2021
).
Environmental temperatures affect the gastrointestinal microbes of the Chinese giant salamander
.
Front. Microbiol.
12
,
543767
.
Ziegler
,
M.
,
Seneca
,
F. O.
,
Yum
,
L. K.
,
Palumbi
,
S. R.
and
Voolstra
,
C. R.
(
2017
).
Bacterial community dynamics are linked to patterns of coral heat tolerance
.
Nat. Commun.
8
,
14213
.
Zilber-Rosenberg
,
I.
and
Rosenberg
,
E.
(
2008
).
Role of microorganisms in the evolution of animals and plants: the hologenome theory of evolution
.
FEMS Microbiol. Rev.
32
,
723
-
735
.

Competing interests

The authors declare no competing or financial interests.