Abstract
Due to the ecological importance of mutualism between reef-building corals and symbiotic algae (Family Symbiodiniaceae), various transcriptomic studies on coral-algal symbiosis have been performed; however, molecular mechanisms, especially genes essential to initiate and maintain these symbioses remain unknown. We investigated transcriptomic responses of Acropora tenuis to inoculation with the native algal symbiont, Symbiodinium microadriaticum, during early life stages, and identified possible symbiosis-related genes. Genes involved in immune regulation, protection against oxidative stress, and metabolic interactions between partners are particularly important for symbiosis during Acropora early life stages. In addition, molecular phylogenetic analysis revealed that some possible symbiosis-related genes originated by gene duplication in the Acropora lineage, suggesting that gene duplication may have been the driving force to establish stable mutualism in Acropora, and that symbiotic molecular mechanisms may vary among coral lineages.
Subject terms: Transcriptomics, Molecular evolution
Investigation of the transcriptomic responses of Acropora tenuis to inoculation with the native algal symbiont identifies genes that may support coral-algal symbiosis during early life stages of corals.
Introduction
Symbiotic relationships between reef-building corals and dinoflagellates of the family Symbiodiniaceae are essential for coral reefs, the most biologically diverse, shallow-water marine ecosystems1. In reef-building corals, symbiotic algae supply the majority of the host’s energetic needs via photosynthesis2–4. In turn, host corals provide shelter and inorganic nutrients for the algae. However, these symbiotic relationships have begun to collapse in recent decades due to various anthropogenic stresses, including ocean warming associated with climate change5–7. These stresses result in coral bleaching, a breakdown of symbiosis between corals and their algal symbionts8 that ultimately leads to loss of habitat for numerous marine species and that can precipitate the collapse of entire coral reef ecosystems9.
Most coral species (~71%) acquire algal symbionts from the surrounding environments in each generation10. Acropora corals, the most common and widespread genus of reef-building corals in the Indo-Pacific11, tend to harbor dinoflagellates belong to Symbiodinium (formerly Clade A) and/or Durusdinium (formerly Clade D) in early life stages at Ishigaki Island, Okinawa Prefecture, Japan12, even though mature colonies generally harbor Cladocopium (formerly Clade C)12–14. Host-symbiont specificity can also extend to the species level, with S. microadriaticum (Smic) predominating among Symbiodinium taxa in Acropora recruits15, indicating that Smic is a native symbiont in early life stages of Acropora in this region. For this relationship, although high infectiousness of Symbiodinium for early life stages of Acropora corals is considered one of the reasons why Symbiodinium dominates early life stages of Acropora16,17, another possible reason is that Symbiodinium tolerates solar radiation and thermal stresses18–21. As Acropora corals often acquire symbiotic algae from water column during floating larval stages22, selecting Symbiodinium as a symbiotic partner is reasonable. Despite possible advantages of harboring Symbiodinium, the reason that mature colonies of Acropora harbor Cladocopium is probably due to the higher carbon fixation rate of Cladocopium, compared with that of Symbiodinium23.
In sea anemone-algal symbioses, after recognition of symbiotic partners, downstream cellular signaling pathways, such as the innate immune system, are modulated to initiate symbiosis24, and metabolic interactions between the partners occur25. In studies using sea anemones, their native algal symbionts have been generally used in inoculation experiments, e.g., for experiments with Exaiptasia pallida, Breviolum minutum strain SSB01 isolated from E. pallida26–28. For coral-algal symbioses, several studies have examined coral transcriptomic responses to dinoflagellates (reviewed in Meyer & Weil29), but cellular mechanisms are still unclear because those studies used dinoflagellate strains that were not isolated from the corals in question. The main reason is the difficulty of establishing culture strains of dinoflagellates isolated from corals. Two studies used Symbiodiniaceae strains isolated from corals for inoculation experiments. One study inoculated A. tenuis polyps with an algal strain (D. trenchii) isolated from the coral, Montastraea, which is phylogenetically distinct from Acropora30, and another inoculated A. tenuis larvae with Cladocopium goreaui, isolated from fragments of an A. tenuis colony31. However, algal strains used in these two studies are not native symbionts in early life stages of A. tenuis. Therefore, it is unclear whether the reported molecular responses could occur in natural symbiotic relationships in corals. In addition, no comparison of differentially expressed gene (DEG) repertoires has been performed because earlier studies used transcriptome assemblies that were created independently30,31. For A. tenuis, we are now able to access a whole-genome assembly and high-quality gene models32, allowing direct comparisons of DEG repertoires across studies.
We recently developed an Acropora larval system as a model to study symbiont selection and recognition by host corals33. Using this system, we previously revealed larval transcriptomic responses of A. tenuis to Smic (strain AJIS2-C2 isolated from an Acropora recruit) from initial contact to symbiosis establishment and identified genes specifically involved in symbiosis with Smic34,35. However it is unclear whether the larval symbiosis-related genes continue to contribute to symbiosis at the polyp stage, the next developmental stage of planula larvae. In addition, it is challenging to distinguish between genes associated with symbiosis and genes involved in development in corals that acquire algal symbionts horizontally in early life stages. It is expected that key symbiosis-related genes will be continuously expressed or suppressed when corals acquire algal symbionts. Therefore, it is crucial to validate the candidate genes involved in symbiosis with multiple developmental stages. In the present study, we performed inoculation experiments with Smic using A. tenuis primary polyps and analyzed transcriptomes of A. tenuis primary polyps inoculated with Smic to reveal transcriptomic responses of primary polyps to Smic inoculation. Then we compared transcriptomic responses of A. tenuis planula larvae and primary polyps inoculated with Smic to identify genes associated with symbiosis in A. tenuis early life stages.
Results
Genes responding to Smic inoculation in A. tenuis primary polyps
We performed inoculation experiments with Smic using A. tenuis primary polyps that lacked algal cells (Fig. 1a). Successful infection with Smic was confirmed by fluorescence microscopy 10- and 20-days post-inoculation (dpi) in A. tenuis primary polyps. Uptake efficiency of Smic in A. tenuis primary polyps was 100% at 10 and 20 dpi (Supplementary Table 1). Cell densities (average ± SE cells per polyp) of Smic in A. tenuis primary polyps were 1138.9 ± 249 and 4241 ± 872 cells/polyp at 10 and 20 dpi, respectively (Supplementary Table 1), indicating that the number of Smic increased in primary polyps between 10 and 20 dpi when the Smic supply was stopped, as with planula larvae inoculated with Smic33. Not surprisingly, algae-infected primary polyps were not observed in the control without addition of Smic. Thus, there was no unexpected Smic contamination during the experimental period.
In order to identify transcriptomic changes of A. tenuis primary polyps in response to inoculation with Smic, we performed 3’ mRNA sequencing of A. tenuis primary polyps inoculated with and without Smic exposure. An average of ten million RNA-seq reads per sample were retained after quality trimming, ~60% of which were mapped to A. tenuis gene models (n = 3 for 10 dpi, n = 2 for 20 dpi; Supplementary Table 2). Then we compared gene expression levels between Smic exposed and unexposed groups and identified 9 (8 upregulated and 1 downregulated) and 58 DEGs (34 upregulated and 24 downregulated) at 10 and 20 dpi, respectively (Fig. 1b; Supplementary Data 1). Among these, 75% (6/8), 100% (1/1), 68% (23/34), and 33% (8/24) had a homology with genes in the Swiss-Prot database (Supplementary Data 1). Only five genes (aten_s0035.g9, aten_s0035.g10, aten_s0042.g26, aten_s0050.g68, and aten_s0342.g22) were differentially expressed at both 10 and 20 dpi, all of which were upregulated at both sampling timepoints (Fig. 1b; Supplementary Data 1).
Comparison of DEG repertoires between primary polyps and planula larvae inoculated with Smic
In order to identify genes associated with symbiosis shared by multiple developmental stages of A. tenuis, we compared repertoires of genes whose expression levels were significantly (false discovery rate (FDR) < 0.05) altered by Smic inoculation in primary polyps and planula larvae. For gene repertoires in planula larvae, we used RNA sequencing data of A. tenuis planula larvae inoculated with Smic at 4, 8, and 12 dpi and their corresponding apo-symbiotic larvae34. We found that expression levels of 3315 genes were significantly altered (FDR < 0.05) by Smic inoculation in planula larvae (Supplementary Data 1). When we compared DEG repertoires between planula larvae and primary polyps inoculated with Smic, 17 DEGs were common between them (Fig. 2a). Furthermore, to test whether expression levels of these DEGs are correlated with numbers of algal symbionts, we performed correlation analysis between numbers of algal cells in corals (Fig. 2b; Supplementary Table 1) and their expression levels (Supplementary Data 1). Expression levels of 15 DEGs showed a positive correlation with numbers of algae in corals (r > 0.6), while the remaining two genes showed no correlation (Fig. 2c; Supplementary Fig. 1). Transcriptomic similarity of alga-containing cells in planula larvae and primary polyps has been suggested on the basis of whole-organism single-cell analysis of the coral, Stylophora pistillata36, suggesting that these 15 genes may have similar functions in planula larvae and primary polyps inoculated with Smic. We refer to these 15 genes as possible symbiosis-related genes in A. tenuis early life stages in this context. Of these, gene functions previously thought to be involved in coral-algal symbiosis, such as sugar transport (SLC2A8)34,36,37, lipid transport (NPC2)34,36,38, sulfate transport (SLC26A2)30,34, protection against oxidative stress (Pxd, Chac1, PSAP-like, and MMP-like)34,36,39,40, immune system (Grn-like)41,42, and Notch-related signaling pathway (AnNLL)34 were included (Fig. 2c), implying that these 15 genes serve crucial functions during symbiosis in corals.
On the other hand, 3298 and 45 DEGs were restricted to planula larvae and primary polyps inoculated with Smic, respectively (Fig. 2a). These DEGs may contribute to each developmental stage with algal symbionts. For example, 2519 genes (1858 + 285 + 376) of 3298 DEGs (~76%) specifically detected in planula larvae inoculated with Smic were specific to each sampling point, 4, 8, or 12 dpi (Supplementary Fig. 2a). In addition, expression levels of 6135 genes differed (FDR < 0.05) depending on age (days) in apo-symbiotic planula larvae, 1605 of which were differentially expressed in planula larvae inoculated with Smic (Supplementary Fig. 2b). In contrast, expression levels of 63 genes differed depending on age in apo-symbiotic primary polyps, 3 of which were differentially expressed in primary polyps inoculated with Smic (Supplementary Fig. 2c; d). Major differences in appearance between coral larvae and primary polyps are the presence of skeletons and tentacles in primary polyps. Genes such as a possible skeletal organic matrix protein (USOMP: aten_s0047.g56), genes for proteins that transport ions or amino acids required for skeleton formation (KcnJ4: aten_s0110.g47and SLC32A1: aten_s0205.g30), and a possible tentacle formation-related gene in Hydra43 (Wnt8b-like: aten_s0336.g16) are predicted to be involved in growth accelerated by symbiosis in primary polyps (Supplementary Data 1). On the other hand, a gene previously reported to be related to symbiosis was also included. SCARB2-like gene (aten_s0190.g17) with a scavenger receptor domain CD36, one of the pattern-recognition receptors, is thought to be important in communication with algal symbionts44,45 and immune modulation in sea anemone-algal symbiosis46. Recent studies revealed that a gene with a CD36 domain was also strongly expressed in alga-containing cells in the coral, S. pistillata36 and an octocoral Xenia47, suggesting that SCARB2-like gene is also important in A. tenuis primary polyps during symbiosis.
Detailed analyses of possible symbiosis-related genes in early life stages of Acropora tenuis
In order to deduce protein functions of the 15 possible symbiosis-related genes, we first analyzed whether they have evolutionary conserved protein domains. At least one evolutionarily conserved protein domain was detected from 12 of the 15 genes (Fig. 3). We next analyzed whether their potential homologs are present in model organisms (human, fruit flies, or yeast). Among the 12 genes, 10 had homology to human genes (aten_s0015.g153; aten_s0042.g26; aten_s0050.g68; aten_s0058.g60; aten_s0093.g61; aten_s0094.g50; aten_s0094.g54; aten_s0180.g67; aten_s0342.g22; aten_s0412.g6) and domain compositions of 7 genes were identical to those of human homologs (Supplementary Fig. 3). Although no homolog of aten_s0001.g138 was identified in the human genome, its potential homolog was identified in yeasts, and the gene contained evolutionarily conserved protein domains that are the same as the homolog from yeasts (Supplementary Fig. 4). These results suggest that functions of 8 proteins are similar to human or yeast homologs, functions of which are known. Although 3 genes (aten_s0093.g61, aten_s0050.g68, and aten_s0180.g67) had evolutionarily conserved protein domains in the sequences, they lacked some protein domains compared with human genes (Supplementary Fig. 3). In addition, the missing protein domains were not identified, even under relaxing protein domain searches (PHMMER, E-value cutoff: 1), suggesting that mutations may have accumulated in these protein sequences during evolution. Indeed, one of the 3 genes, aten_s0093.g61, was suggested as a rapidly evolving gene in Acropora lineages32.
Not surprisingly, potential homologs of the 15 possible symbiosis-related genes were detected in 11 other cnidarian genomes, but their copy numbers differed among species or lineages (Fig. 3). For aten_s0218.g19 and aten_s0219.g19, no evolutionarily conserved protein domains were identified among protein sequences, even under relaxed searches (PHMMER, E-value cutoff: 1), although their homologs were detected in several coral lineages (Fig. 3), suggesting that they are lineage-specific genes and may contain novel protein domains that have not yet been identified.
In order to illuminate the evolutionary histories of the 15 possible symbiosis-related genes, we performed molecular phylogenetic analysis with either their potential homologs in humans, fruit flies, or yeasts. This analysis revealed that aten_s0001.g138 (YMR196W), aten_s0015.g153 (Chac1), aten_s0042.g26 (SLC26A6), aten_s0058.g60 (RBM), aten_s0094.g50 (SLC2A8), aten_s0094.g54 (SLC2A8), aten_s0342.g22 (Pxd), and aten_s0412.g6 (NPC2) are clustered with their potential homologs in humans, fruit flies, or yeasts (Supplementary Figs. 4–10), indicating that they are possible orthologs. On the other hand, 3 genes (aten_s0050.g68; aten_s0093.g61; aten_s0180.g67) were not clustered with potential homologs in humans or fruit flies (Supplementary Figs. 11–13), but since they had protein domains similar to those of humans or fruit flies, we refer to them as Grn-like (aten_s0050.g68), Psap-like (aten_s0093.g61), and MMP-like (aten_s0180.g67) in this context. Our previous study revealed that aten_s0035.g9 and g10 are anthozoan Notch ligand-like genes (AnNLL)34 (Supplementary Fig. 14). This analysis also demonstrated that SLC2A8-1, SLC2A8-2, Pxd, Psap-like, MMP-like, AnNLL-1, and AnNLL-2 have been expanded by tandem duplication in the A. tenuis genome, and counterparts were also found in two other Acropora genomes (Supplementary Figs. 8b; 9b; 12b; 13b; 14b), indicating that the tandem duplication occurred in the common ancestor of Acropora.
Furthermore, to test whether the 15 possible symbiosis-related genes are also associated with symbiosis in adult stage of A. tenuis, we compared expression levels of the 15 genes in several developmental stages (ranging from eggs to polyps) with no symbiotic algae and a mature colony containing symbiotic algae. This comparison revealed that expression levels of nine genes (YMR196W; AnNLL-1; AnNLL-2; SLC26A6; Grn-like; Psap-like; SLC26A6-1; SLC26A6-2; NPC2) are more highly expressed (Z score > 1.96) in A. tenuis mature colonies than in developmental stages with no symbiotic algae (Supplementary Fig. 15), suggesting that these genes are important throughout the entire life cycle of A. tenuis harboring symbiotic algae.
Discussion
In this study, we identified 9 and 58 DEGs in primary polyps inoculated with Smic (Fig. 1b). In contrast to the low numbers of DEGs, a larger number of DEGs were identified in planula larvae inoculated with Smic (Supplementary Data 1). A possible explanation for this is the presence of large number of genes whose expression levels are controlled by developmental stage or age (days), rather than by algal infection (Supplementary Fig. 3). In other words, a substantial portion of DEGs identified in planula larvae may have arisen as an indirect effect of algal inoculation. In contrast, DEGs identified in primary polyps may represent genes directly related to algal inoculation. On the other hand, Yuyama et al.30 reported differential expression of 7667 genes in A. tenuis primary polyps inoculated with D. trenchii, a much higher number of DEGs than in this study. Although it is difficult to directly compare studies using different algal symbiont types, it is important to note that algal infection affects circadian rhythms of coral hosts regardless of algal species34. In addition, algal culture media contain different types of nutrients and prolonged exposure to residual algal culture media may cause significant differences in polyp development. Indeed, asexual reproduction by budding was observed in primary polyps inoculated with D. trenchii, whereas no budding occurred in apo-symbiotic polyps30. Note that algal culture media was replaced with ASW during inoculation experiments in this study (see Methods). Comparing gene expression between samples in different states poses a challenge in determining whether observed changes in gene expression are truly associated with symbiosis. Therefore, it is crucial to validate results using multiple developmental stages to identify genes involved in coral symbiosis, and the 15 genes that commonly upregulated in planula larvae and primary polyps inoculated with Smic are likely associated with symbiosis in early life stages of A. tenuis.
When A. tenuis planula larvae were inoculated with Smic, they downregulated gene expression involved in metabolism and upregulated transporter genes34. On the other hand, in this study, when A. tenuis primary polyps were inoculated with Smic, they also upregulated transporter genes, but did not downregulate gene expression involved in metabolism. Harii et al.48 reported that survival rate and lipid levels of planula larvae with symbiotic algae increased under insolation, confirming that planula larvae assimilate photosynthetic products from algal symbionts. The planula larval stage is the only dispersal stage for corals. For many marine organisms, ocean currents influence larval dispersal49, suggesting that long-term floating on the ocean surface enables long-distance dispersal. Therefore, the strategy of slowing metabolic rates and assimilating photosynthetic products from algal symbionts may promote long-term dispersal of coral planula larvae, which is important for linking and maintaining populations. Therefore, it is likely that utilization of photosynthetic products produced by symbiotic algae without reducing metabolic rates would allow for faster growth and increased fitness of primary polyps.
It is believed that more than 90% of host coral energy needs are provided by nutrients such as sugars and amino acids produced by algal symbionts photosynthetically; hence, host genes involved in nutrient transport are thought to be upregulated during symbiosis41. These metabolic interactions are one of the central physiological processes of symbiosis25. Two possible symbiosis-related genes (aten_s0094.g50 and g54) were clustered with human SLC2A6 and SLC2A8, which transport glucose50 and aten_s0412.g6 clustered with human NPC2, which transports cholesterol51 (Supplementary Figs. 8; 10). Glucose is thought to be the major metabolite transferred from symbiotic algae to host corals52,53. Upregulation of sugar transporters under illuminated conditions has been reported in Acropora colonies37 and in alga-containing cells of the coral S. pistillata36, suggesting that it is an important energy source for corals (Fig. 4). Lipids, including sterols, are also thought to be translocated from symbiotic algae to host corals54–56. It has been suggested that the majority of marine invertebrates, including corals, are unable to synthesize sterols because they may have lost a necessary enzyme, essential for cell membrane synthesis57,58, indicating that corals must acquire sterols from the diet and/or symbionts. Cnidarians possess at least two types of sterol transporters, NPC 1 and NPC2, and NPC2 protein is more highly expressed in symbiotic than in non-symbiotic sea anemones38,45,59. Furthermore, NPC2 protein was also localized in symbiosomes, host organelles that harbor symbiotic algae, in sea anemones38, suggesting that NPC2 may serve as a sterol transporter in Acropora during symbiosis and may be localized in symbiosomes in alga-containing coral cells (Fig. 4).
In addition to transporters that facilitate translocation of nutrients from algal symbionts to host corals, transporters that enable the transfer of nutrients in the opposite direction (from host corals to algal symbionts) would be necessary to maintain coral-algal symbiosis. One possible symbiosis-related gene (aten_s0042.g26) was clustered with human SLC26A1 and SLC26A2, which transport sulfate60,61 (Supplementary Fig. 6). Earlier studies also reported upregulation of sulfate transporters in corals during symbiosis30,62. Although complete sulfur metabolism in corals remains unclear, it has been hypothesized that sulfate ions are transferred from host corals to symbiotic algae, and sulfur-containing amino acids (cysteine and methionine) are synthesized by symbiotic algae and returned to their hosts63. Cystathionine β-synthase, an enzyme essential for cysteine biosynthesis, has not been detected in Acropora genomes32,64. Although a recent study using a yeast complementation assay suggested that cysteine biosynthesis is possible in A. loripes with an alternative pathway65, cysteine biosynthesis was not confirmed in A. solitaryensis using sulfur isotope labeling in culture66, suggesting that Acropora corals may still rely upon algal symbionts and/or diet for cysteine. In addition, cysteine is required for synthesis of glutathione, an important antioxidant67. Therefore, the sulfate transporter may be important for sulfur metabolism in early Acropora life stages (Fig. 4).
In this study, 4 of 15 possible symbiosis-related genes (Chac1; Psap-like; MMP-like; Pxd) possibly involved in defense against oxidative stress were detected (Fig. 3). Coenzyme Q and glutathione are two of the antioxidants in corals39,68. Prosaposin, encoded by Psap, may regulate coenzyme Q10 in humans69, and glutathione-specific gamma-glutamylcyclotransferase, encoded by Chac1, specifically acts on glutathione in humans70. The possibility of metal accumulation by glutathione, which binds metals has been suggested in sea anemones71,72. Peroxidase, encoded by Pxd, is one of the antioxidant enzymes that converts reactive oxygen species (ROS) back to oxygen and water and is thought to be important in coral-algal symbioses39. Oxidative stress likely induces symbiosis dysfunction, leading to coral bleaching. It is caused by ROS produced by host mitochondrial membranes and/or the photosynthetic apparatus in algal symbionts73. To prevent cellular damage caused by ROS, it has been suggested that corals express antioxidants and/or antioxidant enzymes68,73. Although algal density in host corals is controlled within a certain range (0.5–0.75 × 106 algae per mg host protein) in adult corals74, due to algal proliferation, the number of algae in host corals continues to increase until it reaches a certain number in early life stages (Fig. 2b; Supplementary Table 1) or the accumulation of engulfed algae from the environment, indicating that the total amount of ROS also increases. Therefore, corals need to express antioxidants when they acquire algal symbionts in early life stages to prevent cellular damage (Fig. 4).
Innate immunity system is important in cnidarian symbioses24,41. After engulfment of appropriate algal symbionts by host coral cells, hosts suppress immune responses in order to initiate symbiosis26,35,41. In contrast, many immune-related genes are upregulated during symbiosis dysfunction24. These responses indicate that host cnidarians are likely associated with downregulation of immune-related pathways at onset and during maintenance of symbiosis24. In sea anemone-algal symbiosis, immune stimulation inhibits infection by native symbionts26. However, once symbionts are stably integrated in symbiosomes, stability of symbiosis is not compromised by artificial immune stimulation26. Experimental evidence suggests that a specific protein, lysosomal-associated membrane protein 1, decorating the symbiosome membrane, contributes to this stability26. It is likely that proteins that localize on and interact with the symbiosome membrane of the symbiosome may managing the immune system. Progranulin, encoded by Grn, is a multifunctional protein that modulates immune responses in mammals, acting as a ligand to block TNF-induced immune responses75. In this study, a Grn-like gene was identified as a possible symbiosis-related gene (Fig. 3). Previous studies have reported higher expression levels of a Grn-like gene in alga-containing cells of S. pistillata36 and Xenia47. Another possible symbiosis-related gene identified in this study, AnNLL, has been predicted to function as a ligand for the Notch signaling pathway34. These two ligand-like genes may interact with a receptor on symbiosome membranes and/or alga-containing cells to promote persistence of symbioses (Fig. 4).
Gene duplication is a common phenomenon and contributes to genetic novelty76. In artificial evolution experiments, gene duplication of transporters enhanced affinity and uptake velocities77. Importance of duplicated genes has been suggested in symbiotic insects, e.g., acquisition of specific gene functions in bacteriocytes (bacteria-containing cells)78–80. In this study, we showed that some possible symbiosis-related genes originated by gene duplication in coral genomes (Fig. 3). The common ancestor of reef-building corals appeared a hundred million years ago, and between coral-algal symbiosis is thought have occurred before that81. Interestingly, some possible symbiosis-related genes were duplicated after divergence of extant shallow-water reef-building corals into two major clades (Robusta/Complexa)82, suggesting that not only genes duplicated in the common ancestor of reef-building corals, but also genes duplicated after speciation also involve symbiosis. That finding also suggests that molecular mechanisms of symbiosis in corals are diverse and may be related to specificity between host corals and symbiotic algae, e.g., symbiotic dinoflagellates (species or genetic types) tend to be unique to each coral familial or generic lineage83. Similarly, a recent study using mathematical modeling also suggested lineage-specific variation in coral-algal symbiosis84. Therefore, gene duplication may have been a driving force to establish mutualism in each coral-lineage.
Methods
Preparation of A. tenuis primary polyps
Colonies of A. tenuis were collected in Sekisei Lagoon, Okinawa, Japan in May 2022, and were maintained in aquaria at the Yaeyama Station, Fisheries Technology Institute, until spawning. Permits for coral collection were kindly provided by the Okinawa Prefectural Government (Permits 3–67 [1]). After fertilization, we washed embryos with 0.2-µm filtered seawater (FSW) to remove contaminants. Embryos were maintained in plastic bottles at 27°C. FSW was changed once a day for 5 days. After 5 days, planula larvae were transferred to AORI, The University of Tokyo, and metamorphosis was induced by exposure of larvae to 100 mM Hym 248 (development regulating peptide) in 24-well multi-plates, as in Iwao et al.85. Metamorphosed larvae were maintained at a concentration of ~5 individuals/mL of artificial sea water (ASW) prepared with Viesalt (Marine Tech) at 25 °C until they became polyps.
Algal inoculation experiments using A. tenuis primary polyps
Two days after metamorphosis, we divided primary polyps into two treatment groups, with at least two wells per treatment. One well containing ~5 individuals was considered one replicate in this study (Fig. 1a). Smic AJIS2-C2 strain was used in this study. To remove algal culture medium, Smic was centrifuged at 3000 rpm for 5 min. The supernatant was discarded, and the pellet was resuspended with 50 mL of ASW. This wash was repeated once more. Algal concentration was adjusted to 1.0 × 105 cells/mL, and 2 mL of algae-containing ASW (200,000 algal cells) were added to the first group of primary polyps (treatment group). For the remaining group, 2 mL of ASW were added, which was used as a control group (apo-symbiotic). All bottles were kept at 25 °C under 12-h light (~10 µmol photons m−2 s−1) and 12-h dark cycle. Two days after addition of algae, ASW was exchanged, and 200,000 algal cells of Smic were re-added. ASW exchange and addition of algae were repeated every two days until 8 dpi. After 8 dpi, only ASW exchange was repeated until 20 dpi. At 10 and 20 dpi, five randomly selected polyps from each well of a 24-well multi-plate were selected, and coral cells were dissociated with 0.5 % Trypsin-EDTA (Cat-No. 15400054, Thermo Fisher Scientific). Subsequently, the number of algae in polyps (uptake efficiency) was counted with a hemocytometer using fluorescence microscopy.
RNA extraction, sequencing of primary polyps inoculated with Smic
At 10 and 20 dpi, ~5 primary polyps from each well of 24-well dishes were collected (n = 3 for 10 dpi and n = 2 for 20 dpi) and homogenized with zirconia beads (TOMY ZB-20) in TRIzol reagent (Thermo Fisher Scientific) using a bead beater (TOMY Micro Smash MS-100) at 3000 rpm for 10 s. Total RNA was extracted from polyps using TRIzol reagent according to the manufacturer’s protocol and were purified with an RNeasy Mini Kit (Qiagen). A Collibri 3’ mRNA Library Prep Kit for Illumina (Thermo Fisher Scientific) was used for sequencing library preparation. Sequencing adaptors were attached by PCR amplification with 16 cycles of annealing according to the manufacture’s protocol. Each library was sequenced on a NovaSeq 6000 (Illumina) with 50-bp, single-end reads.
Transcriptomic analyses
Low-quality reads (quality score <20 and length <20 bp) and Illumina sequence adaptors were trimmed with CUTADAPT v1.1686. Then, cleaned reads were mapped to A. tenuis gene models32, downloaded from the genome browser of the OIST Marine Genomics Unit (https://marinegenomics.oist.jp), using BWA v0.7.1787 with default settings. Transcript abundances in each sample were quantified using SALMON v1.5.288 with default settings. Mapping counts were normalized by the trimmed mean of M values (TMM) method, and then converted to counts per million (CPM) using EdgeR v3.32.189 in R v4.0.390. Gene expression levels (CPM) in treatment groups were compared with control samples (apo-symbiotic polyps) to identify differentially expressed genes (DEGs). Obtained p values were adjusted using the Benjamini-Hochberg method in EdgeR. When the gene expression level was significantly different (FDR < 0.05) from control samples, genes were considered DEGs. A. tenuis gene models were annotated using homology searches with BLAST v2.2.28 (BLASTP, E-value cutoff: 1e-5)91 against the Swiss-Prot database and protein domain searches with hidden Markov models (InterProScan v5.27-66.0, E-value cutoff: 1e-3)92 or with HMMER web server (E-value cutoff: 1)93 against the Pfam database. Putative transposable elements in gene models were identified with Pfam domain (“Transposase”, “Integrase”, and “Reverse transcriptase”) and were excluded from subsequent analyses.
Comparison of DEG repertoires between A. tenuis larvae and polyps inoculated with Smic
RNA-seq data of A. tenuis planula larvae inoculated with and without Smic exposure (apo-symbiotic larvae) at 4, 8, and 12 dpi34 were used. Data processing was performed as in Yoshioka et al.34. Briefly, RNA-seq reads were mapped to A. tenuis gene models after trimming of low-quality reads and Illumina sequence adaptors. Gene expression levels of Smic-inoculated samples were compared to their corresponding apo-symbiotic samples to identify DEGs. We defined DEGs as significantly different (FDR < 0.05) compared with apo-symbiotic larvae in this study. These DEG repertoires were compared with those identified in A. tenuis primary polyps inoculated with Smic. A list of DEGs is provided in Supplementary Data 1.
Correlation analysis between gene expression levels and algal densities in corals
Relative gene expression levels of symbiotic planula larvae and primary polyps compared to their corresponding apo-symbiotic larvae and polyps were calculated using EdgeR. Correlation between log2 (relative gene expression levels of corals inoculated with Smic) and log2 (algal cell numbers in corals) were examined using the function “cor.test” in R90. Genes with correlation coefficient >0.6 were considered positively correlated with algal number in corals. Relative gene expression levels of symbiotic planula larvae and primary polyps are provided in Supplementary Data 1. Numbers of algal cells in corals are provided in Supplementary Table 1.
Identification of age-dependent DEGs in primary polyps and planula larvae
Gene expression levels between apo-symbiotic primary polyps at 10 and 20 dpi (this study) and between apo-symbiotic planula larvae at 4, 8 and 12 dpi (Yoshioka et al.34) were compared pairwise using EdgeR, respectively. When gene expression levels differed significantly (FDR < 0.05) between apo-symbiotic larvae/polyps at different ages, those were considered genes that differed by age.
Quantification of gene expression levels at various developmental stages of A. tenuis
Publicly available RNA-seq data of A. tenuis in various samples, including eggs, blastulae, gastrulae, early planula larvae, planula larvae, polyps, and an adult colony (Accession number: DRA01182094) were used. Data processing was performed as in Yoshioka et al.94. Briefly, low-quality reads and sequencing adaptors were trimmed, and cleaned reads were mapped to A. tenuis gene models. Gene expression levels (transcripts per million, TPM) were estimated with SALMON and were transformed into Z scores. The Z score of each gene was then compared among all samples to determine which sample were highly expressed (Z score > 1.96).
Orthology inference and molecular phylogenetic analyses
Gene models of A. digitifera32, A. millepora95, M. cactus32, M. efflorescens32, Astreopora myriophthalma32, P. australiensis96, S. pistillata97, Orbicella faveolata98, Pocillopora damicornis99, E. diaphana100, Nematostella vectensis101, Drosophila melanogaster102, and Homo sapiens103 were used for phylogenetic analyses in addition to those of A. tenuis. For A. millepora, S. pistillata, O. faveolata, P. damicornis, N. vectensis, D. melanogaster, and H. sapiens, we downloaded gene models from NCBI RefSeq (GCF_004143615.1 for A. millepora, GCF_002571385.1 for S. pistillata, GCF_002042975.1 for O. faveolata, GCF_003704095.1 for P. damicornis, GCF_ GCF_001417965.1 for E. diaphana, GCF_000209225.1 for N. vectensis, GCF_000001215.4 for D. melanogaster, and GCF_000001405.39 for H. sapiens). For two Montipora and Astreopora, curated versions of gene models94 were used. The longest transcript variants from each gene were selected and translated into protein sequences with TransDecoder v5.5.0 (https://github.com/TransDecoder/TransDecoder/wiki). Orthologous amino acid sequences (orthogroups) were identified using Orthofinder v2.5.4104 with default settings, as described in Yoshioka et al.94. Orthologous amino acid sequences were aligned using MAFFT v7.310105 with the “E-INS-i” strategy and gaps in alignments were removed using trimAL v1.2106 with the “gappyout” option. After removing gaps, maximum likelihood analyses were performed using RAxML v8.2.10107 with “bootstrap 100” and “protgammaauto” options.
Reporting summary
Further information on research design is available in the Nature Portfolio Reporting Summary linked to this article.
Supplementary information
Acknowledgements
This study was supported by JSPS KAKENHI grants (20H03235 and 20K21860 for CS, 18H02270 and 21H04742 for HY, and 20H03066 for GS) and Grant-in-Aid for JSPS Fellows to YY (20J21301 and 23KJ2129). Computations were partially performed on the NIG supercomputer at ROIS National Institute of Genetics.
Author contributions
C.S. conceived the project. G.S. and C.S. performed coral sampling. H.Y. maintained S. microadriaticum culture strain. C.Y.L. performed inoculation experiments. Y.Y. performed molecular biological experiments with help by T.U. Y.Y. performed bioinformatic analyses and wrote the main manuscript. C.S. supervised the project and edited the main manuscript. All authors checked and commented on the manuscript.
Peer review
Peer review information
Communications Biology thanks MinJie Hu and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. Primary Handling Editors: Tobias Goris and Christina Karlsson Rosenthal. A peer review file is available.
Data availability
Raw RNA sequencing data for A. tenuis primary polyps inoculated with S. microadriaticum and with no exposure of algal cells are deposited in the DDBJ/EMBL/GenBank databases under accession number DRA014957 (BioProject accession: PRJDB8332).
Competing interests
The authors declare no competing interests.
Footnotes
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Yuki Yoshioka, Email: y.yoshioka@oist.jp.
Chuya Shinzato, Email: c.shinzato@aori.u-tokyo.ac.jp.
Supplementary information
The online version contains supplementary material available at 10.1038/s42003-023-05350-8.
References
- 1.Roberts CM, et al. Marine biodiversity hotspots and conservation priorities for tropical reefs. Science. 2002;295:1280–1284. doi: 10.1126/science.1067728. [DOI] [PubMed] [Google Scholar]
- 2.Muscatine L, Porter JW. Reef corals: mutualistic symbioses adapted to nutrient-poor environments. Bioscience. 1977;27:454–460. [Google Scholar]
- 3.Muscatine LR, McCloskey L, Marian ER. Estimating the daily contribution of carbon from zooxanthellae to coral animal respiration 1. Limnol. Oceanogr. 1981;26:601–611. [Google Scholar]
- 4.Falkowski PG, Dubinsky Z, Muscatine L, Porter JW. Light and the bioenergetics of a symbiotic coral. Bioscience. 1984;34:705–709. [Google Scholar]
- 5.Carpenter KE, et al. One-third of reef-building corals face elevated extinction risk from climate change and local impacts. Science. 2008;321:560–563. doi: 10.1126/science.1159196. [DOI] [PubMed] [Google Scholar]
- 6.Hoegh-Guldberg O, Poloczanska ES, Skirving W, Dove S. Coral reef ecosystems under climate change and ocean acidification. Front Mar. Sci. 2017;4:158. [Google Scholar]
- 7.Hughes TP, et al. Spatial and temporal patterns of mass bleaching of corals in the Anthropocene. Science. 2018;359:80–83. doi: 10.1126/science.aan8048. [DOI] [PubMed] [Google Scholar]
- 8.Brown B. Coral bleaching: causes and consequences. Coral Reefs. 1997;16:S129–S138. [Google Scholar]
- 9.Bellwood DR, Hughes TP, Folke C, Nyström M. Confronting the coral reef crisis. Nature. 2004;429:827–833. doi: 10.1038/nature02691. [DOI] [PubMed] [Google Scholar]
- 10.Baird AH, Guest JR, Willis BL. Systematic and biogeographical patterns in the reproductive biology of scleractinian corals. Annu. Rev. Ecol. Evol. Syst. 2009;40:551–571. [Google Scholar]
- 11.Wallace, C. C. Staghorn corals of the world: a revision of the coral genus Acropora (Scleractinia; Astrocoeniina; Acroporidae) worldwide, with emphasis on morphology, phylogeny and biogeography. (CSIRO publishing, 1999).
- 12.Yamashita H, Suzuki G, Hayashibara T, Koike K. Acropora recruits harbor “rare” Symbiodinium in the environmental pool. Coral Reefs. 2013;32:355–366. [Google Scholar]
- 13.Lien Y-T, Fukami H, Yamashita Y. Symbiodinium clade C dominates zooxanthellate corals (Scleractinia) in the temperate region of Japan. Zool. Sci. 2012;29:173–180. doi: 10.2108/zsj.29.173. [DOI] [PubMed] [Google Scholar]
- 14.Shinzato C, et al. Using seawater to document coral-zoothanthella diversity: a new approach to coral reef monitoring using environmental DNA. Front. Mar. Sci. 2018;5:28. [Google Scholar]
- 15.Yamashita, H., Suzuki, G., Kai, S., Hayashibara, T. & Koike, K. Establishment of coral-algal symbiosis requires attraction and selection. Plos One9, e97003 (2014). [DOI] [PMC free article] [PubMed]
- 16.Lesser M, Stat M, Gates R. The endosymbiotic dinoflagellates (Symbiodinium sp.) of corals are parasites and mutualists. Coral Reefs. 2013;32:603–611. [Google Scholar]
- 17.Abrego D, Van Oppen MJ, Willis BL. Highly infectious symbiont dominates initial uptake in coral juveniles. Mol. Ecol. 2009;18:3518–3531. doi: 10.1111/j.1365-294X.2009.04275.x. [DOI] [PubMed] [Google Scholar]
- 18.Robison JD, Warner ME. Differential impacts of photoacclimation and thermal stress on the photobiology of four different phylotypes of Symbiodinium (pyrrhophyta) 1. J. Phycol. 2006;42:568–579. [Google Scholar]
- 19.Reynolds JM, Bruns BU, Fitt WK, Schmidt GW. Enhanced photoprotection pathways in symbiotic dinoflagellates of shallow-water corals and other cnidarians. Proc. Natl Acad. Sci. 2008;105:13674–13678. doi: 10.1073/pnas.0805187105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Suggett DJ, et al. Photosynthesis and production of hydrogen peroxide by Symbiodinium (pyrrhophyta) phylotypes with different thermal tolerances 1. J. Phycol. 2008;44:948–956. doi: 10.1111/j.1529-8817.2008.00537.x. [DOI] [PubMed] [Google Scholar]
- 21.Ragni M, et al. PSII photoinhibition and photorepair in Symbiodinium (Pyrrhophyta) differs between thermally tolerant and sensitive phylotypes. Mar. Ecol. Prog. Ser. 2010;406:57–70. [Google Scholar]
- 22.Harii S, Yasuda N, Rodriguez-Lanetty M, Irie T, Hidaka M. Onset of symbiosis and distribution patterns of symbiotic dinoflagellates in the larvae of scleractinian corals. Mar. Biol. 2009;156:1203–1212. [Google Scholar]
- 23.Stat M, Morris E, Gates RD. Functional diversity in coral–dinoflagellate symbiosis. Proc. Natl Acad. Sci. 2008;105:9256–9261. doi: 10.1073/pnas.0801328105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Mansfield KM, Gilmore TD. Innate immunity and cnidarian-Symbiodiniaceae mutualism. Dev. Comp. Immunol. 2019;90:199–209. doi: 10.1016/j.dci.2018.09.020. [DOI] [PubMed] [Google Scholar]
- 25.Yellowlees D, Rees TAV, Leggat W. Metabolic interactions between algal symbionts and invertebrate hosts. Plant Cell Environ. 2008;31:679–694. doi: 10.1111/j.1365-3040.2008.01802.x. [DOI] [PubMed] [Google Scholar]
- 26.Jacobovitz MR, et al. Dinoflagellate symbionts escape vomocytosis by host cell immune suppression. Nat. Microbiol. 2021;6:769–782. doi: 10.1038/s41564-021-00897-w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Cleves PA, Krediet CJ, Lehnert EM, Onishi M, Pringle JR. Insights into coral bleaching under heat stress from analysis of gene expression in a sea anemone model system. Proc. Natl Acad. Sci. 2020;117:28906–28917. doi: 10.1073/pnas.2015737117. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Mansfield, K. M. et al. Transcription factor NF-kappa B is modulated by symbiotic status in a sea anemone model of cnidarian bleaching. Sci. Rep.7, 16025 (2017). [DOI] [PMC free article] [PubMed]
- 29.Meyer E, Weis VM. Study of cnidarian-algal symbiosis in the “omics” age. Biol. Bull. 2012;223:44–65. doi: 10.1086/BBLv223n1p44. [DOI] [PubMed] [Google Scholar]
- 30.Yuyama I, Ishikawa M, Nozawa M, Yoshida M-A, Ikeo K. Transcriptomic changes with increasing algal symbiont reveal the detailed process underlying establishment of coral-algal symbiosis. Sci. Rep. 2018;8:16802. doi: 10.1038/s41598-018-34575-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Mohamed AR, et al. Dual RNA-sequencing analyses of a coral and its native symbiont during the establishment of symbiosis. Mol. Ecol. 2020;29:3921–3937. doi: 10.1111/mec.15612. [DOI] [PubMed] [Google Scholar]
- 32.Shinzato C, et al. Eighteen coral genomes reveal the evolutionary origin of Acropora strategies to accommodate environmental changes. Mol. Biol. Evol. 2021;38:16–30. doi: 10.1093/molbev/msaa216. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Yamashita H, Suzuki G, Shinzato C, Jimbo M, Koike K. Symbiosis process between Acropora larvae and Symbiodinium differs even among closely related Symbiodinium types. Mar. Ecol. Prog. Ser. 2018;592:119–128. [Google Scholar]
- 34.Yoshioka, Y. et al. Whole-genome transcriptome analyses of native symbionts reveal host coral genomic novelties for establishing coral-algae symbioses. Genome Biol. Evol.13, 10.1093/gbe/evaa240 (2021). [DOI] [PMC free article] [PubMed]
- 35.Yoshioka Y, Yamashita H, Suzuki G, Shinzato C. Larval transcriptomic responses of a stony coral, Acropora tenuis, during initial contact with the native symbiont, Symbiodinium microadriaticum. Sci. Rep. 2022;12:2854. doi: 10.1038/s41598-022-06822-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Levy S, et al. A stony coral cell atlas illuminates the molecular and cellular basis of coral symbiosis, calcification, and immunity. Cell. 2021;184:2973–2987. e2918. doi: 10.1016/j.cell.2021.04.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Bertucci A, Foret S, Ball E, Miller DJ. Transcriptomic differences between day and night in Acropora millepora provide new insights into metabolite exchange and light‐enhanced calcification in corals. Mol. Ecol. 2015;24:4489–4504. doi: 10.1111/mec.13328. [DOI] [PubMed] [Google Scholar]
- 38.Hambleton EA, et al. Sterol transfer by atypical cholesterol-binding NPC2 proteins in coral-algal symbiosis. Elife. 2019;8:e43923. doi: 10.7554/eLife.43923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Lesser MP. Oxidative stress causes coral bleaching during exposure to elevated temperatures. Coral Reefs. 1997;16:187–192. [Google Scholar]
- 40.Richier S, Furla P, Plantivaux A, Merle P-L, Allemand D. Symbiosis-induced adaptation to oxidative stress. J. Exp. Biol. 2005;208:277–285. doi: 10.1242/jeb.01368. [DOI] [PubMed] [Google Scholar]
- 41.Davy SK, Allemand D, Weis VM. Cell biology of cnidarian-dinoflagellate symbiosis. Microbiol. Mol. Biol. Rev. 2012;76:229–261. doi: 10.1128/MMBR.05014-11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Palmer C, Traylor-Knowles N. Towards an integrated network of coral immune mechanisms. Proc. R. Soc. B: Biol. Sci. 2012;279:4106–4114. doi: 10.1098/rspb.2012.1477. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Philipp I, et al. Wnt/β-catenin and noncanonical Wnt signaling interact in tissue evagination in the simple eumetazoan Hydra. Proc. Natl Acad. Sci. 2009;106:4290–4295. doi: 10.1073/pnas.0812847106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Rodriguez-Lanetty M, Phillips WS, Weis VM. Transcriptome analysis of a cnidarian–dinoflagellate mutualism reveals complex modulation of host gene expression. BMC Genomics. 2006;7:1–11. doi: 10.1186/1471-2164-7-23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Lehnert EM, et al. Extensive differences in gene expression between symbiotic and aposymbiotic cnidarians. G3: Genes, Genomes, Genet. 2014;4:277–295. doi: 10.1534/g3.113.009084. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Neubauer EF, Poole AZ, Detournay O, Weis VM, Davy SK. The scavenger receptor repertoire in six cnidarian species and its putative role in cnidarian-dinoflagellate symbiosis. PeerJ. 2016;4:e2692. doi: 10.7717/peerj.2692. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Hu M, Zheng X, Fan C-M, Zheng Y. Lineage dynamics of the endosymbiotic cell type in the soft coral Xenia. Nature. 2020;582:534–538. doi: 10.1038/s41586-020-2385-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Harii S, Yamamoto M, Hoegh-Guldberg O. The relative contribution of dinoflagellate photosynthesis and stored lipids to the survivorship of symbiotic larvae of the reef-building corals. Mar. Biol. 2010;157:1215–1224. [Google Scholar]
- 49.Morgan, S. G. In: Ecology of marine invertebrate larvae 157–191 (CRC Press, 2020).
- 50.Joost H-G, et al. Nomenclature of the GLUT/SLC2A family of sugar/polyol transport facilitators. Am. J. Physiol. Endocrinol. Metab. 2002;282:E974–E976. doi: 10.1152/ajpendo.00407.2001. [DOI] [PubMed] [Google Scholar]
- 51.Frolov A, et al. NPC1 and NPC2 regulate cellular cholesterol homeostasis through generation of low density lipoprotein cholesterol-derived oxysterols. J. Biol. Chem. 2003;278:25517–25525. doi: 10.1074/jbc.M302588200. [DOI] [PubMed] [Google Scholar]
- 52.Burriesci MS, Raab TK, Pringle JR. Evidence that glucose is the major transferred metabolite in dinoflagellate–cnidarian symbiosis. J. Exp. Biol. 2012;215:3467–3477. doi: 10.1242/jeb.070946. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Hagedorn M, et al. Trehalose is a chemical attractant in the establishment of coral symbiosis. Plos One. 2015;10:e0117087. doi: 10.1371/journal.pone.0117087. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Revel J, et al. Differential distribution of lipids in epidermis, gastrodermis and hosted Symbiodinium in the sea anemone Anemonia viridis. Comp. Biochem. Physiol. Part A: Mol. Integr. Physiol. 2016;191:140–151. doi: 10.1016/j.cbpa.2015.10.017. [DOI] [PubMed] [Google Scholar]
- 55.Patton J, Burris J. Lipid synthesis and extrusion by freshly isolated zooxanthellae (symbiotic algae) Mar. Biol. 1983;75:131–136. [Google Scholar]
- 56.Kellogg R, Patton J. Lipid droplets, medium of energy exchange in the symbiotic anemone Condylactis gigantea: a model coral polyp. Mar. Biol. 1983;75:137–149. [Google Scholar]
- 57.Goad L. Sterol biosynthesis and metabolism in marine invertebrates. Pure Appl. Chem. 1981;53:837–852. [Google Scholar]
- 58.Lu Y, et al. Clade-specific sterol metabolites in dinoflagellate endosymbionts are associated with coral bleaching in response to environmental cues. Msystems. 2020;5:e00765–00720. doi: 10.1128/mSystems.00765-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Ganot P, et al. Adaptations to endosymbiosis in a cnidarian-dinoflagellate association: differential gene expression and specific gene duplications. PLoS Genet. 2011;7:e1002187. doi: 10.1371/journal.pgen.1002187. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Regeer RR, Lee A, Markovich D. Characterization of the human sulfate anion transporter (hsat-1) protein and gene (SAT1; SLC26A1) DNA Cell Biol. 2003;22:107–117. doi: 10.1089/104454903321515913. [DOI] [PubMed] [Google Scholar]
- 61.Hästbacka J, et al. The diastrophic dysplasia gene encodes a novel sulfate transporter: positional cloning by fine-structure linkage disequilibrium mapping. Cell. 1994;78:1073–1087. doi: 10.1016/0092-8674(94)90281-x. [DOI] [PubMed] [Google Scholar]
- 62.Yuyama I, Higuchi T, Takei Y. Sulfur utilization of corals is enhanced by endosymbiotic algae. Biol. Open. 2016;5:1299–1304. doi: 10.1242/bio.020164. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Lin S, et al. The Symbiodinium kawagutii genome illuminates dinoflagellate gene expression and coral symbiosis. Science. 2015;350:691–694. doi: 10.1126/science.aad0408. [DOI] [PubMed] [Google Scholar]
- 64.Shinzato C, et al. Using the Acropora digitifera genome to understand coral responses to environmental change. Nature. 2011;476:320–323. doi: 10.1038/nature10249. [DOI] [PubMed] [Google Scholar]
- 65.Salazar OR, et al. The coral Acropora loripes genome reveals an alternative pathway for cysteine biosynthesis in animals. Sci. Adv. 2022;8:eabq0304. doi: 10.1126/sciadv.abq0304. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Higuchi T, et al. Sulfur assimilation in corals with aposymbiotic and symbiotic zooxanthellae. Environ. Microbiol. Rep. 2021;13:98–103. doi: 10.1111/1758-2229.12908. [DOI] [PubMed] [Google Scholar]
- 67.Stipanuk MH, Dominy JE, Jr, Lee J-I, Coloso RM. Mammalian cysteine metabolism: new insights into regulation of cysteine metabolism. J. Nutr. 2006;136:1652S–1659S. doi: 10.1093/jn/136.6.1652S. [DOI] [PubMed] [Google Scholar]
- 68.Lutz A, et al. Simultaneous determination of coenzyme Q and plastoquinone redox states in the coral–Symbiodinium symbiosis during thermally induced bleaching. J. Exp. Mar. Biol. Ecol. 2014;455:1–6. [Google Scholar]
- 69.Kashiba M, et al. Prosaposin regulates coenzyme Q10 levels in HepG2 cells, especially those in mitochondria. J. Clin. Biochem. Nutr. 2014;55:85–89. doi: 10.3164/jcbn.13-106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Kaur A, et al. ChaC2, an enzyme for slow turnover of cytosolic glutathione. J. Biol. Chem. 2017;292:638–651. doi: 10.1074/jbc.M116.727479. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Mitchelmore CL, Verde EA, Ringwood AH, Weis VM. Differential accumulation of heavy metals in the sea anemone Anthopleura elegantissima as a function of symbiotic state. Aquat. Toxicol. 2003;64:317–329. doi: 10.1016/s0166-445x(03)00055-9. [DOI] [PubMed] [Google Scholar]
- 72.Mitchelmore CL, Ringwood AH, Weis VM. Differential accumulation of cadmium and changes in glutathione levels as a function of symbiotic state in the sea anemone Anthopleura elegantissima. J. Exp. Mar. Biol. Ecol. 2003;284:71–85. doi: 10.1016/s0166-445x(03)00055-9. [DOI] [PubMed] [Google Scholar]
- 73.Weis VM. Cellular mechanisms of Cnidarian bleaching: stress causes the collapse of symbiosis. J. Exp. Biol. 2008;211:3059–3066. doi: 10.1242/jeb.009597. [DOI] [PubMed] [Google Scholar]
- 74.Cui G, et al. Nutritional control regulates symbiont proliferation and life history in coral-dinoflagellate symbiosis. BMC Biol. 2022;20:1–16. doi: 10.1186/s12915-022-01306-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Cenik B, Sephton CF, Cenik BK, Herz J, Yu G. Progranulin: a proteolytically processed protein at the crossroads of inflammation and neurodegeneration. J. Biol. Chem. 2012;287:32298–32306. doi: 10.1074/jbc.R112.399170. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Ohno, S. Evolution by gene duplication. (Allen & Unwin;Springer-Verlag, 1970).
- 77.Brown CJ, Todd KM, Rosenzweig RF. Multiple duplications of yeast hexose transport genes in response to selection in a glucose-limited environment. Mol. Biol. Evol. 1998;15:931–942. doi: 10.1093/oxfordjournals.molbev.a026009. [DOI] [PubMed] [Google Scholar]
- 78.Price DR, Duncan RP, Shigenobu S, Wilson AC. Genome expansion and differential expression of amino acid transporters at the aphid/Buchnera symbiotic interface. Mol. Biol. Evol. 2011;28:3113–3126. doi: 10.1093/molbev/msr140. [DOI] [PubMed] [Google Scholar]
- 79.Dahan RA, Duncan RP, Wilson AC, Dávalos LM. Amino acid transporter expansions associated with the evolution of obligate endosymbiosis in sap-feeding insects (Hemiptera: sternorrhyncha) BMC Evolut. Biol. 2015;15:1–11. doi: 10.1186/s12862-015-0315-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Duncan RP, et al. Dynamic recruitment of amino acid transporters to the insect/symbiont interface. Mol. Ecol. 2014;23:1608–1623. doi: 10.1111/mec.12627. [DOI] [PubMed] [Google Scholar]
- 81.Stanley GD., Jr Photosymbiosis and the evolution of modern coral reefs. Science. 2006;312:857–858. doi: 10.1126/science.1123701. [DOI] [PubMed] [Google Scholar]
- 82.Romano SL, Palumbi SR. Evolution of scleractinian corals inferred from molecular systematics. Science. 1996;271:640–642. [Google Scholar]
- 83.LaJeunesse TC. “Species” radiations of symbiotic Dinoflagellates in the Atlantic and Indo-Pacific since the Miocene-Pliocene transition (vol 22, pg 570, 2005) Mol. Biol. Evol. 2005;22:1158–1158. doi: 10.1093/molbev/msi042. [DOI] [PubMed] [Google Scholar]
- 84.Gault JA, Bentlage B, Huang D, Kerr AM. Lineage-specific variation in the evolutionary stability of coral photosymbiosis. Sci. Adv. 2021;7:eabh4243. doi: 10.1126/sciadv.abh4243. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Iwao K, Fujisawa T, Hatta M. A cnidarian neuropeptide of the GLWamide family induces metamorphosis of reef-building corals in the genus Acropora. Coral Reefs. 2002;21:127–129. [Google Scholar]
- 86.Martin M. Cutadapt removes adapter sequences from high-throughput sequencing reads. EMBnet. J. 2011;17:10–12. [Google Scholar]
- 87.Li H, Durbin R. Fast and accurate short read alignment with Burrows–Wheeler transform. Bioinformatics. 2009;25:1754–1760. doi: 10.1093/bioinformatics/btp324. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88.Patro R, Duggal G, Love MI, Irizarry RA, Kingsford C. Salmon provides fast and bias-aware quantification of transcript expression. Nat. Methods. 2017;14:417–419. doi: 10.1038/nmeth.4197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Robinson MD, McCarthy DJ, Smyth GK. edgeR: a Bioconductor package for differential expression analysis of digital gene expression data. Bioinformatics. 2010;26:139–140. doi: 10.1093/bioinformatics/btp616. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.R Foundation for Statistical Computing, R. R: a language and environment for statistical computing. RA Lang. Environ. Stat. Comput.https://www.gbif.org/tool/81287/r-a-language-and-environment-for-statistical-computing (2018).
- 91.Camacho C, et al. BLAST+: architecture and applications. BMC Bioinformatics. 2009;10:1–9. doi: 10.1186/1471-2105-10-421. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.Jones P, et al. InterProScan 5: genome-scale protein function classification. Bioinformatics. 2014;30:1236–1240. doi: 10.1093/bioinformatics/btu031. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 93.Potter SC, et al. HMMER web server: 2018 update. Nucleic Acids Res. 2018;46:W200–W204. doi: 10.1093/nar/gky448. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94.Yoshioka Y, Suzuki G, Zayasu Y, Yamashita H, Shinzato C. Comparative genomics highlight the importance of lineage-specific gene families in evolutionary divergence of the coral genus, Montipora. BMC Ecol. Evol. 2022;22:71. doi: 10.1186/s12862-022-02023-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95.Ying H, et al. The whole-genome sequence of the coral Acropora millepora. Genome Biol. Evol. 2019;11:1374–1379. doi: 10.1093/gbe/evz077. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 96.Shinzato C, et al. Whole-genome sequencing highlights conservative genomic strategies of a stress-tolerant, long-lived scleractinian coral, Porites australiensis Vaughan, 1918. Genome Biol. Evol. 2021;13:evab270. doi: 10.1093/gbe/evab270. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 97.Voolstra CR, et al. Comparative analysis of the genomes of Stylophora pistillata and Acropora digitifera provides evidence for extensive differences between species of corals. Sci. Rep. 2017;7:17583. doi: 10.1038/s41598-017-17484-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98.Prada C, et al. Empty niches after extinctions increase population sizes of modern corals. Curr. Biol. 2016;26:3190–3194. doi: 10.1016/j.cub.2016.09.039. [DOI] [PubMed] [Google Scholar]
- 99.Cunning R, Bay R, Gillette P, Baker A, Traylor-Knowles N. Comparative analysis of the Pocillopora damicornis genome highlights role of immune system in coral evolution. Sci. Rep. 2018;8:16134. doi: 10.1038/s41598-018-34459-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100.Baumgarten S, et al. The genome of Aiptasia, a sea anemone model for coral symbiosis. Proc. Natl Acad. Sci. 2015;112:11893–11898. doi: 10.1073/pnas.1513318112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 101.Putnam NH, et al. Sea anemone genome reveals ancestral eumetazoan gene repertoire and genomic organization. Science. 2007;317:86–94. doi: 10.1126/science.1139158. [DOI] [PubMed] [Google Scholar]
- 102.Adams MD, et al. The genome sequence of Drosophila melanogaster. Science. 2000;287:2185–2195. doi: 10.1126/science.287.5461.2185. [DOI] [PubMed] [Google Scholar]
- 103.Consortium, I. H. G. S. Finishing the euchromatic sequence of the human genome. Nature. 2004;431:931–945. doi: 10.1038/nature03001. [DOI] [PubMed] [Google Scholar]
- 104.Emms DM, Kelly S. OrthoFinder: solving fundamental biases in whole genome comparisons dramatically improves orthogroup inference accuracy. Genome Biol. 2015;16:1–14. doi: 10.1186/s13059-015-0721-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 105.Katoh K, Misawa K, Kuma KI, Miyata T. MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform. Nucleic Acids Res. 2002;30:3059–3066. doi: 10.1093/nar/gkf436. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 106.Capella-Gutiérrez S, Silla-Martínez JM, Gabaldón T. trimAl: a tool for automated alignment trimming in large-scale phylogenetic analyses. Bioinformatics. 2009;25:1972–1973. doi: 10.1093/bioinformatics/btp348. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 107.Stamatakis A. RAxML version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies. Bioinformatics. 2014;30:1312–1313. doi: 10.1093/bioinformatics/btu033. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Raw RNA sequencing data for A. tenuis primary polyps inoculated with S. microadriaticum and with no exposure of algal cells are deposited in the DDBJ/EMBL/GenBank databases under accession number DRA014957 (BioProject accession: PRJDB8332).