Biology:Hologenome theory of evolution

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Short description: Organism as host plus microbe community

The hologenome theory of evolution[1][2][3][4] recasts the individual animal or plant (and other multicellular organisms) as a community or a "holobiont" – the host plus all of its symbiotic microbes. Consequently, the collective genomes of the holobiont form a "hologenome". Holobionts and hologenomes are structural entities[5] that replace misnomers in the context of host-microbiota symbioses such as superorganism (i.e., an integrated social unit composed of conspecifics), organ, and metagenome. Variation in the hologenome may encode phenotypic plasticity of the holobiont and can be subject to evolutionary changes caused by selection and drift, if portions of the hologenome are transmitted between generations with reasonable fidelity. One of the important outcomes of recasting the individual as a holobiont subject to evolutionary forces is that genetic variation in the hologenome can be brought about by changes in the host genome and also by changes in the microbiome, including new acquisitions of microbes, horizontal gene transfers, and changes in microbial abundance within hosts. Although there is a rich literature on binary host–microbe symbioses, the hologenome concept distinguishes itself by including the vast symbiotic complexity inherent in many multicellular hosts. For recent literature on holobionts and hologenomes published in an open access platform, see the following reference.[4]

Origin

Lynn Margulis coined the term holobiont in her 1991 book Symbiosis as a Source of Evolutionary Innovation: Speciation and Morphogenesis (MIT Press),[6] though this was not in the context of diverse populations of microbes. The term holobiont is derived from the Ancient Greek ὅλος (hólos, "whole"), and the word biont for a unit of life.[7]

In September 1994, Richard Jefferson coined the term hologenome when he introduced the hologenome theory of evolution at a presentation at Cold Spring Harbor Laboratory.[1][8][9] At the CSH Symposium and earlier, the unsettling number and diversity of microbes that were being discovered through the powerful tool of PCR-amplification of 16S ribosomal RNA genes was exciting, but confusing interpretations in diverse studies. A number of speakers referred to microbial contributions to mammalian or plant DNA samples as 'contamination'. In his lecture, Jefferson argued that these were likely not contamination, but rather essential components of the samples that reflected the actual genetic composition of the organism being studied, integral to the complex system in which it lives. This implied that the logic of the organism's performance and capabilities would be embedded only in the hologenome. Observations on the ubiquity of microbes in plant and soil samples as well as laboratory work on molecular genetics of vertebrate-associated microbial enzymes impacting hormone action informed this hypothesis.[10] References was made to work indicating that mating pheromones were only released after skin microbiota activated the precursors.[11]

At the 14th South African Congress of Biochemistry and Molecular Biology in 1997,[12] Jefferson described how the modulation of steroid and other hormone levels by microbial glucuronidases and arylsulfatase profoundly impacted the performance of the composite entity. Following on work done isolating numerous and diverse glucuronidases from microbial samples of African animal feces,[13] and their differential cleavage of hormones, he hypothesized that this phenomenon, microbially-mediated hormone modulation, could underlie evolution of disease and social behavior as well as the holobiont fitness and system resilience. In his lectures, Jefferson coined and defined the term ‘Ecotherapeutics’, referring to adjustment of the population structure of the microbial composition in plants and animals - the microbiome -  and their support ecosystem to improve performance.[9][12] In 2007, Jefferson followed with a series of posts on the logic of hologenome theory on Cambia's Science as Social Enterprise page.[14]

In 2008, Eugene Rosenberg and Ilana Zilber-Rosenberg apparently independently used the term hologenome and developed the hologenome theory of evolution.[15] This theory was originally based on their observations of Vibrio shiloi-mediated bleaching of the coral Oculina patagonica. Since its first introduction, the theory has been promoted as a fusion of Lamarckism and Darwinism and expanded to all of evolution, not just that of corals. The history of the development of the hologenome theory and the logic undergirding its development was the focus of a cover article by Carrie Arnold in New Scientist in January, 2013.[16] A comprehensive treatment of the theory, including updates by the Rosenbergs on neutrality, pathogenesis and multi-level selection, can be found in their 2013 book.[2]

In 2013, Robert Brucker and Seth Bordenstein[17] re-invigorated the hologenome concept by showing that the gut microbiomes of closely related Nasonia wasp species are distinguishable, and contribute to hybrid death. This set interactions between hosts and microbes in a conceptual continuum with interactions between genes in the same genome. In 2015, Bordenstein and Kevin R. Theis outlined a conceptual framework that aligns with pre-existing theories in biology.[4]

Support from vertebrate biology

Multicellular life is made possible by the coordination of physically and temporally distinct processes, most prominently through hormones. Hormones mediate critical activities in vertebrates, including ontogeny, somatic and reproductive physiology, sexual development, performance and behaviour.

Many of these hormones – including most steroids and thyroxines – are secreted in inactive form through the endocrine and apocrine systems into epithelial corridors in which microbiota are widespread and diverse, including gut, urinary tract, lung and skin. There, the inactive hormones can be re-activated by cleavage of the glucuronide or sulfate residue, allowing them to be reabsorbed. Thus the concentration and bioavailability of many of the hormones is impacted by microbial cleavage of conjugated intermediaries, itself determined by a diverse population with redundant enzymatic capabilities. Aspects of enterohepatic circulation have been known for decades, but had been viewed as an ancillary effect of detoxification and excretion of metabolites and xenobiotics, including effects on lifetimes of pharmaceuticals, including birth control formulations.

The basic premise of Jefferson's first exposition of the hologenome theory is that a spectrum of hormones can be re-activated and resorbed from epithelia, potentially modulating effective time and dose relationships of many vertebrate hormones. The ability to alter and modulate, amplify and suppress, disseminate and recruit new capabilities as microbially-encoded 'traits' means that sampling, sensing and responding to the environment become intrinsic features and emergent capabilities of the holobiont, with mechanisms that can provide rapid, sensitive, nuanced and persistent performance changes.

Studies by Froebe et al.[18] in 1990 indicating that essential mating pheromones, including androstenols, required activation by skin-associated microbial glucuronidases and sulfatases. In the absence of microbial populations in the skin, no detectable aromatic pheromone was released, as the pro-pheromone remained water-soluble and non-volatile. This effectively meant that the microbes in the skin were essential to produce a mating signal.[19]

Support from coral biology

Subsequent re-articulation describing the hologenome theory by Rosenberg and Zilber-Rosenberg, published 13 years after Jefferson's definition of the theory, was based on their observations of corals, and the coral probiotic hypothesis.

Unbleached and bleached coral

Coral reefs are the largest structures created by living organisms, and contain abundant and highly complex microbial communities. A coral "head" is a colony of genetically identical polyps, which secrete an exoskeleton near the base. Depending on the species, the exoskeleton may be hard, based on calcium carbonate, or soft and proteinaceous. Over many generations, the colony creates a large skeleton that is characteristic of the species. Diverse forms of life take up residence in a coral colony, including photosynthetic algae such as Symbiodinium, as well as a wide range of bacteria including nitrogen fixers,[20] and chitin decomposers,[21] all of which form an important part of coral nutrition.[22] The association between coral and its microbiota is species dependent, and different bacterial populations are found in mucus, skeleton and tissue from the same coral fragment.[23]

Over the past several decades, major declines in coral populations have occurred. Climate change, water pollution and overfishing are three stress factors that have been described as leading to disease susceptibility. Over twenty different coral diseases have been described, but of these, only a handful have had their causative agents isolated and characterized.

Coral bleaching is the most serious of these diseases. In the Mediterranean Sea, the bleaching of Oculina patagonica was first described in 1994 and, through a rigorous application of Koch's Postulates, determined to be due to infection by Vibrio shiloi.[24] From 1994 to 2002, bacterial bleaching of O. patagonica occurred every summer in the eastern Mediterranean. Surprisingly, however, after 2003, O. patagonica in the eastern Mediterranean has been resistant to V. shiloi infection, although other diseases still cause bleaching.

The surprise stems from the knowledge that corals are long lived, with lifespans on the order of decades,[25] and do not have adaptive immune systems. Their innate immune systems do not produce antibodies, and they should seemingly not be able to respond to new challenges except over evolutionary time scales. Yet multiple researchers have documented variations in bleaching susceptibility that may be termed 'experience-mediated tolerance'.[26][27] The puzzle of how corals managed to acquire resistance to a specific pathogen led Eugene Rosenberg and Ilana Zilber-Rosenberg to propose the Coral Probiotic Hypothesis.[23] This hypothesis proposes that a dynamic relationship exists between corals and their symbiotic microbial communities. Beneficial mutations can arise and spread among the symbiotic microbes much faster than in the host corals. By altering its microbial composition, the "holobiont" can adapt to changing environmental conditions far more rapidly than by genetic mutation and selection in the host species alone.

Extrapolating the coral probiotic hypothesis to other organisms, including higher plants and animals, led to the Rosenberg's support for and publications around the hologenome theory of evolution.

Theory

Definition

The framework of the hologenome theory of evolution is as follows (condensed from Rosenberg et al., 2007):[28]

  • "All animals and plants establish symbiotic relationships with microorganisms."
  • "Different host species contain different symbiont populations and individuals of the same species can also contain different symbiont populations."
  • "The association between a host organism and its microbial community affect both the host and its microbiota."
  • "The genetic information encoded by microorganisms can change under environmental demands more rapidly, and by more processes, than the genetic information encoded by the host organism."
  • "... the genome of the host can act in consortium with the genomes of the associated symbiotic microorganisms to create a hologenome. This hologenome...can change more rapidly than the host genome alone, thereby conferring greater adaptive potential to the combined holobiont evolution."
  • "Each of these points taken together [led Rosenberg et al. to propose that] the holobiont with its hologenome should be considered as the unit of natural selection in evolution."

Some authors supplement the above principles with an additional one. If a given holobiont is to be considered a unit of natural selection:

  • The hologenome must be heritable from generation to generation.[29][30]

Ten principles of holobionts and hologenomes were presented in PLOS Biology:[4]

  • I. Holobionts and hologenomes are units of biological organization
  • II. Holobionts and hologenomes are not organ systems, superorganisms, or metagenomes
  • III. The hologenome is a comprehensive gene system
  • IV. The hologenome concept reboots elements of Lamarckian evolution
  • V. Hologenomic variation integrates all mechanisms of mutation
  • VI. Hologenomic evolution is most easily understood by equating a gene in the nuclear genome to a microbe in the microbiome
  • VII. The hologenome concept fits squarely into genetics and accommodates multilevel selection theory
  • VIII. The hologenome is shaped by selection and neutrality
  • IX. Hologenomic speciation blends genetics and symbiosis
  • X. Holobionts and their hologenomes do not change the rules of evolutionary biology

Horizontally versus vertically transmitted symbionts

Many case studies clearly demonstrate the importance of an organism's associated microbiota to its existence. (For example, see the numerous case studies in the Microbiome article.) However, horizontal versus vertical transmission of endosymbionts must be distinguished.[31] Endosymbionts whose transmission is predominantly vertical may be considered as contributing to the heritable genetic variation present in a host species.[29]

In the case of colonial organisms such as corals, the microbial associations of the colony persist even though individual members of the colony, reproducing asexually, live and die. Corals also have a sexual mode of reproduction, resulting in planktonic larva; it is less clear whether microbial associations persist through this stage of growth. Also, the bacterial community of a colony may change with the seasons.[23]

Many insects maintain heritable obligate symbiosis relationships with bacterial partners. For example, normal development of female wasps of the species Asobara tabida is dependent on Wolbachia infection. If "cured" of the infection, their ovaries degenerate.[32] Transmission of the infection is vertical through the egg cytoplasm.

In contrast, many obligate symbiosis relationships have been described in the literature where transmission of the symbionts is via horizontal transfer. A well-studied example is the nocturnally feeding squid Euprymna scolopes, which camouflages its outline against the moonlit ocean surface by emitting light from its underside with the aid of the symbiotic bacterium Vibrio fischeri.[33] The Rosenbergs cite this example within the context of the hologenome theory of evolution.[34] Squid and bacterium maintain a highly co-evolved relationship. The newly hatched squid collects its bacteria from the sea water, and lateral transfer of symbionts between hosts permits faster transfer of beneficial mutations within a host species than are possible with mutations within the host genome.

Primary versus secondary symbionts

Green Vegetable Bug (Nezara viridula) in Fronton, France

Another traditional distinction between endosymbionts has been between primary and secondary symbionts.[29] Primary endosymbionts reside in specialized host cells that may be organized into larger, organ-like structures (in insects, the bacteriome). Associations between hosts and primary endosymbionts are usually ancient, with an estimated age of tens to hundreds of millions of years. According to endosymbiotic theory, extreme cases of primary endosymbionts include mitochondria, plastids (including chloroplasts), and possibly other organelles of eukaryotic cells. Primary endosymbionts are usually transmitted exclusively vertically, and the relationship is always mutualistic and generally obligate for both partners. Primary endosymbiosis is surprisingly common. An estimated 15% of insect species, for example, harbor this type of endosymbiont.[35] In contrast, secondary endosymbiosis is often facultative, at least from the host point of view, and the associations are less ancient. Secondary endosymbionts do not reside in specialized host tissues, but may dwell in the body cavity dispersed in fat, muscle, or nervous tissue, or may grow within the gut. Transmission may be via vertical, horizontal, or both vertical and horizontal transfer. The relationship between host and secondary endosymbiont is not necessarily beneficial to the host; indeed, the relationship may be parasitic.[29]

The distinction between vertical and horizontal transfer, and between primary and secondary endosymbiosis is not absolute, but follows a continuum, and may be subject to environmental influences. For example, in the stink bug Nezara viridula, the vertical transmission rate of symbionts, which females provide to offspring by smearing the eggs with gastric caeca, was 100% at 20 °C, but decreased to 8% at 30 °C.[36] Likewise, in aphids, the vertical transmission of bacteriocytes containing the primary endosymbiont Buchnera is drastically reduced at high temperature.[37] In like manner, the distinction between commensal, mutualistic, and parasitic relationships is also not absolute. An example is the relationship between legumes and rhizobial species: N2 uptake is energetically more costly than the uptake of fixed nitrogen from the soil, so soil N is preferred if not limiting. During the early stages of nodule formation, the plant-rhizobial relationship actually resembles a pathogenesis more than it does a mutualistic association.[citation needed]

Neo-Lamarckism within a Darwinian context

Neo-Lamarckian inheritance of hologenome

Lamarckism, the concept that an organism can pass on characteristics that it acquired during its lifetime to its offspring (also known as inheritance of acquired characteristics or soft inheritance) incorporated two common ideas of its time:

  • Use and disuse – individuals lose characteristics they do not require (or use) and develop characteristics that are useful.
  • Inheritance of acquired traits – individuals inherit the traits of their ancestors.

Although Lamarckian theory was rejected by the neo-Darwinism of the modern evolutionary synthesis in which evolution occurs through random variations being subject to natural selection, the hologenome theory has aspects that harken back to Lamarckian concepts. In addition to the traditionally recognized modes of variation (i.e. sexual recombination, chromosomal rearrangement, mutation), the holobiont allows for two additional mechanisms of variation that are specific to the hologenome theory: (1) changes in the relative population of existing microorganisms (i.e. amplification and reduction) and (2) acquisition of novel strains from the environment, which may be passed on to offspring.[34]

Changes in the relative population of existing microorganisms corresponds to Lamarckian "use and disuse", while the ability to acquire novel strains from the environment, which may be passed on to offspring, corresponds to Lamarckian "inheritance of acquired traits". The hologenome theory, therefore, is said by its proponents to incorporate Lamarckian aspects within a Darwinian framework.[34]

Additional case studies

Pea aphids extracting sap from the stem and leaves of garden peas

The pea aphid Acyrthosiphon pisum maintains an obligate symbiotic relationship with the bacterium Buchnera aphidicola, which is transmitted maternally to the embryos that develop within the mother's ovarioles. Pea aphids live on sap, which is rich in sugars but deficient in amino acids. They rely on their Buchnera endosymbiotic population for essential amino acids, supplying in exchange nutrients as well as a protected intracellular environment that allows Buchnera to grow and reproduce.[38] The relationship is actually more complicated than mutual nutrition; some strains of Buchnera increases host thermotolerance, while other strains do not. Both strains are present in field populations, suggesting that under some conditions, increased heat tolerance is advantageous to the host, while under other conditions, decreased heat tolerance but increased cold tolerance may be advantageous.[39] One can consider the variant Buchnera genomes as alleles for the larger hologenome.[30] The association between Buchnera and aphids began about 200 million years ago, with host and symbiont co-evolving since that time; in particular, it has been discovered that genome size in various Buchnera species has become extremely reduced, in some cases down to 450 kb, which is far smaller even than the 580 kb genome of Mycoplasma genitalium.[40]

Development of mating preferences, i.e. sexual selection, is considered to be an early event in speciation. In 1989, Dodd reported mating preferences in Drosophila that were induced by diet.[41] It has recently been demonstrated that when otherwise identical populations of Drosophila were switched in diet between molasses medium and starch medium, that the "molasses flies" preferred to mate with other molasses flies, while the "starch flies" preferred to mate with other starch flies. This mating preference appeared after only one generation and was maintained for at least 37 generations. The origin of these differences were changes in the flies' populations of a particular bacterial symbiont, Lactobacillus plantarum. Antibiotic treatment abolished the induced mating preferences. It has been suggested that the symbiotic bacteria changed the levels of cuticular hydrocarbon sex pheromones,[42] however several other research papers have been unable to replicate this effect.[43][44][45]

Zilber-Rosenberg and Rosenberg (2008) have tabulated many of the ways in which symbionts are transmitted and their contributions to the fitness of the holobiont, beginning with mitochondria found in all eukaryotes, chloroplast in plants, and then various associations described in specific systems. The microbial contributions to host fitness included provision of specific amino acids, growth at high temperatures, provision of nutritional needs from cellulose, nitrogen metabolism, recognition signals, more efficient food utilization, protection of eggs and embryos against metabolism, camouflage against predators, photosynthesis, breakdown of complex polymers, stimulation of the immune system, angiogenesis, vitamin synthesis, fiber breakdown, fat storage, supply of minerals from the soil, supply of organics, acceleration of mineralization, carbon cycling, and salt tolerance.[15]

Criticism

The hologenome theory is debated.[46] A major criticism by Ainsworth et al. has been their claim that V. shiloi was misidentified as the causative agent of coral bleaching, and that its presence in bleached O. patagonica was simply that of opportunistic colonization.[47]

If this is true, the original observation that led to Rosenberg's later articulation of the theory would be invalid. On the other hand, Ainsworth et al.[47] performed their samplings in 2005, two years after the Rosenberg group discovered O. patagonica no longer to be susceptible to V. shiloi infection; therefore their finding that bacteria are not the primary cause of present-day bleaching in Mediterranean coral O. patagonica should not be considered surprising. The rigorous satisfaction of Koch's postulates, as employed in Kushmaro et al. (1997),[24] is generally accepted as providing a definitive identification of infectious disease agents.

Baird et al. (2009)[25] have questioned basic assumptions made by Reshef et al. (2006)[23] in presuming that (1) coral generation times are too slow to adjust to novel stresses over the observed time scales, and that (2) the scale of dispersal of coral larvae is too large to allow for adaptation to local environments. They may simply have underestimated the potential rapidity of conventional means of natural selection. In cases of severe stress, multiple cases have been documented of ecologically significant evolutionary change occurring over a handful of generations.[48] Novel adaptive mechanisms such as switching symbionts might not be necessary for corals to adjust to rapid climate change or novel stressors.[25]

Organisms in symbiotic relationships evolve to accommodate each other, and the symbiotic relationship increases the overall fitness of the participant species. Although the hologenome theory is still being debated, it has gained a significant degree of popularity within the scientific community as a way of explaining rapid adaptive changes that are difficult to accommodate within a traditional Darwinian framework.[34]

Definitions and uses of the words holobiont and hologenome also differ between proponents and skeptics,[5] and the misuse of the terms has led to confusions over what comprises evidence related to the hologenome. Ongoing discourse is attempting to clear this confusion. Theis et al. clarify that "critiquing the hologenome concept is not synonymous with critiquing coevolution, and arguing that an entity is not a primary unit of selection dismisses the fact that the hologenome concept has always embraced multilevel selection."[5]

For instance,[49] Chandler and Turelli (2014) criticize the conclusions of Brucker and Bordenstein (2013), noting that their observations are also consistent with an alternative explanation. Brucker and Bordenstein (2014) responded to these criticisms, claiming they were unfounded[50] because of factual inaccuracies and altered arguments and definitions that were not advanced by Brucker and Bordenstein (2013).

Recently, Forest L Rohwer and colleagues developed a novel statistical test to examine the potential for the hologenome theory of evolution in coral species.[51] They found that coral species do not inherit microbial communities, and are instead colonized by a core group of microbes that associate with a diversity of species. The authors conclude: "Identification of these two symbiont communities supports the holobiont model and calls into question the hologenome theory of evolution." However, other studies in coral adhere to the original and pluralistic definitions of holobionts and hologenomes.[52] David Bourne, Kathleen Morrow and Nicole Webster clarify that "The combined genomes of this coral holobiont form a coral hologenome, and genomic interactions within the hologenome ultimately define the coral phenotype."

References

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  34. ↑ 34.0 34.1 34.2 34.3 "Symbiosis and development: the hologenome concept". Birth Defects Research. Part C, Embryo Today 93 (1): 56–66. March 2011. doi:10.1002/bdrc.20196. PMID 21425442. 
  35. ↑ "Biology bacteriocyte-associated endosymbionts of plant sap-sucking insects". Annual Review of Microbiology 59: 155–89. 2005. doi:10.1146/annurev.micro.59.030804.121041. PMID 16153167. 
  36. ↑ "Demography of gut symbiotic and aposymbiotic Nezara viridula L. (Hemiptera: Pentatomidae)". Environmental Entomology 38 (1): 103–9. February 2009. doi:10.1603/022.038.0112. PMID 19791602. http://ddr.nal.usda.gov/bitstream/10113/28541/1/IND44191437.pdf. [|permanent dead link|dead link}}]
  37. ↑ "Facultative bacterial endosymbionts benefit pea aphids Acyrthosiphon pisum under heat stress". Ecological Entomology 27 (2): 189–195. 2002. doi:10.1046/j.1365-2311.2002.00393.x. 
  38. ↑ "Coexistence of Wolbachia with Buchnera aphidicola and a secondary symbiont in the aphid Cinara cedri". Journal of Bacteriology 186 (19): 6626–33. October 2004. doi:10.1128/JB.186.19.6626-6633.2004. PMID 15375144. 
  39. ↑ "Aphid thermal tolerance is governed by a point mutation in bacterial symbionts". PLOS Biology 5 (5): e96. May 2007. doi:10.1371/journal.pbio.0050096. PMID 17425405. 
  40. ↑ "Extreme genome reduction in Buchnera spp.: toward the minimal genome needed for symbiotic life". Proceedings of the National Academy of Sciences of the United States of America 99 (7): 4454–8. April 2002. doi:10.1073/pnas.062067299. PMID 11904373. Bibcode: 2002PNAS...99.4454G. 
  41. ↑ "Reproductive Isolation as a Consequence of Adaptive Divergence in Drosophila Pseudoobscura". Evolution; International Journal of Organic Evolution 43 (6): 1308–1311. September 1989. doi:10.2307/2409365. PMID 28564510. http://www.hummingbirds.arizona.edu/Courses/Ecol525/Readings/Dodd_1989.pdf. 
  42. ↑ "Commensal bacteria play a role in mating preference of Drosophila melanogaster". Proceedings of the National Academy of Sciences of the United States of America 107 (46): 20051–6. November 2010. doi:10.1073/pnas.1009906107. PMID 21041648. Bibcode: 2010PNAS..10720051S. 
  43. ↑ "Choosing mates based on the diet of your ancestors: replication of non-genetic assortative mating in Drosophila melanogaster". PeerJ 3: e1173. 2015-08-06. doi:10.7717/peerj.1173. PMID 26339551. 
  44. ↑ "Diet, Gut Microbes and Host Mate Choice: Understanding the significance of microbiome effects on host mate choice requires a case by case evaluation". BioEssays 40 (12): e1800053. December 2018. doi:10.1002/bies.201800053. PMID 30311675. 
  45. ↑ "Gut microbiomes and reproductive isolation in Drosophila". Proceedings of the National Academy of Sciences of the United States of America 114 (48): 12767–12772. November 2017. doi:10.1073/pnas.1708345114. PMID 29109277. Bibcode: 2017PNAS..11412767L. 
  46. ↑ "The hologenome theory disregards the coral holobiont". Nature Reviews Microbiology 5 (10): Online Correspondence. 2007. doi:10.1038/nrmicro1635-c1. 
  47. ↑ 47.0 47.1 "Bacteria are not the primary cause of bleaching in the Mediterranean coral Oculina patagonica". The ISME Journal 2 (1): 67–73. January 2008. doi:10.1038/ismej.2007.88. PMID 18059488. 
  48. ↑ "Evolution on ecological time-scales". Functional Ecology 21 (3): 387–393. 2007. doi:10.1111/j.1365-2435.2007.01289.x. 
  49. ↑ Comment on “The hologenomic basis of speciation: Gut bacteria cause hybrid lethality in the genus Nasonia” | Science
  50. ↑ Response to Comment on “The hologenomic basis of speciation: Gut bacteria cause hybrid lethality in the genus Nasonia” | Science
  51. ↑ The ISME Journal - Stable and sporadic symbiotic communities of coral and algal holobionts
  52. ↑ "Insights into the Coral Microbiome: Underpinning the Health and Resilience of Reef Ecosystems". Annual Review of Microbiology 70 (1): 317–40. September 2016. doi:10.1146/annurev-micro-102215-095440. PMID 27482741. 



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