Bivalve molluscs are descendants of an early-Cambrian lineage superbly adapted to benthic filter feeding. Adaptations in form and behavior are well recognized, but the underlying molecular mechanisms are largely unknown. Here, we investigate the genome, various transcriptomes, and proteomes of the scallop Chlamys farreri, a semi-sessile bivalve with well-developed adductor muscle, sophisticated eyes, and remarkable neurotoxin resistance. The scallop’s large striated muscle is energy-dynamic but not fully differentiated from smooth muscle. Its eyes are supported by highly diverse, intronless opsins expanded by retroposition for broadened spectral sensitivity. Rapid byssal secretion is enabled by a specialized foot and multiple proteins including expanded tyrosinases. The scallop uses hepatopancreas to accumulate neurotoxins and kidney to transform to high-toxicity forms through expanded sulfotransferases, probably as deterrence against predation, while it achieves neurotoxin resistance through point mutations in sodium channels. These findings suggest that expansion and mutation of those genes may have profound effects on scallop’s phenotype and adaptation.
Bivalve molluscs, which first appeared in the early-Cambrian over 500 million years ago (MYA), represent an ancient lineage of bilaterians that has survived several mass extinction events1. Yet, extant bivalves with ~9600 species2 remain abundant and thriving in world oceans and freshwater environments ranging from tropical to polar regions and from intertidal zones to deep seas. Bivalves are well adapted to benthic life as sessile, semi-sessile, or free-living filter feeders and play critical roles in benthic ecology. Many bivalves are important fishery and aquaculture species providing significant economic benefits to humans. Despite their biological, ecological, and economic significance, their genomes are poorly sampled for whole-genome studies3,4,5,6,7, limiting our understanding of bilaterian evolution, especially molecular adaptations in this ancient but successful lineage.
Scallops are among the best-known bivalves recognized for their beautiful shells of elegant shapes, sophisticated patterns, and diverse colors. Scallops have some unique characteristics making them good models to study development, adaptation, and early animal evolution as indicated by a recent genome analysis of Yesso scallop Patinopecten yessoensis 5. Scallops have a large adductor muscle, probably as an adaptation to swimming by clapping valves for avoiding predation and seeking favorable habitats8. They are rare among lophotrochozoans in having numerous image-forming eyes along the edges of their mantles that perform vital functions in detecting predators and guiding swimming9. Scallops can attach to substrates as juveniles by rapidly producing adhesive and strong byssal threads that are either retained or lost in adults. As filter feeders that may feed on toxic dinoflagellates, scallops can accumulate and tolerate high levels of neurotoxins such as paralytic shellfish toxins (PSTs) that are among the most potent natural toxins for humans10, 11. These adaptive features are remarkable, and understanding the molecular innovations underlying these remarkable features may provide insights into how organisms adapt to their environments and evolve, which is a fundamental question in evolutionary biology.
The Zhikong scallop Chlamys farreri (Jones et Preston, 1904, also known as Chinese scallop) is a subtropical Western Pacific bivalve with wide water-temperature tolerance (−1.5 to 30 °C)12 and is naturally distributed along the coasts of Northern China, Korea, Japan, and Eastern Russia. C. farreri is epibenthic and semi-sessile. It usually attaches itself to rocks and other hard surfaces with byssal threads, but can detach under adverse conditions and swim away to new habitats12. It has an outstanding ability to accumulate PSTs (up to 40,241 μg saxitoxin (STX) eq. per 100 g compared to the 80 μg STX eq. per 100 g safety level for human13) and therefore is widely used for studying PST accumulation and transformation13,14,15. C. farreri is also a commercially important bivalve with aquaculture production once reaching ~1 million metric tons16. It is among the best genetically characterized bivalve species with available linkage, physical and cytogenetic maps17,18,19,20,21, fosmid and bacterial artificial chromosome (BAC) libraries22, 23, and a large number of expressed sequence tags24, 25, making it a good candidate for whole-genome sequencing (WGS).
Here we report the sequencing and analysis of the genome of C. farreri along with a comprehensive set of 117 transcriptomes and proteomes covering various organs, development stages, and characteristics of scallop biology. Our multi-omic analyses and associated assays revealed novel genomic features and molecular changes that may underlie aspects of the scallop’s adaptation to semi-sessile and filter-feeding life including the well-developed adductor muscle, sophisticated photoreception system, rapid byssal production, and remarkable resistance to potent neurotoxins.
Genome sequencing and characterization
Genomes of bivalves including C. farreri are challenging to sequence and assemble due to their exceptionally high genome heterozygosity3, 5, 20. To assemble the highly polymorphic scallop genome, a modified SOAPde novo approach26 was used to resolve the complex bubble structures resulting from high genome heterozygosity. Deep sequencing of a 2-year-old C. farreri from the Penglai-Red selectively bred population produced 362.8 Gb of clean sequences, with average genome coverage of 382× (Supplementary Table 1). The genome assembly is 779.9 Mb long with a contig N50 size of 21.5 kb and a scaffold N50 size of 602 kb (Supplementary Table 2), and over 80% of the assembly is covered by the longest 1098 scaffolds (>142 kb) (Supplementary Table 3). The assembly statistics of the scallop genome are comparable to or better than those of previously published bivalve genomes (contig N50: 19–38 kb and scaffold N50: 167–804 kb)3,4,5,6,7. K-mer analysis (Supplementary Fig. 1) provides an estimate of genome size of ~1 Gb, which is similar to ~1.2 Gb estimated by flow cytometry23. The integrity and high quality of the assembly is demonstrated by the mapping of 95.8% of sequencing reads, 97.6–100% of Sanger-sequenced BAC clones, and 99.6–100% of various transcriptome datasets (Supplementary Fig. 2 and Supplementary Tables 4–6), and by the Benchmarking Universal Single-Copy Orthologs (BUSCO)-based completeness assessment (Supplementary Table 7). The assembly was anchored to chromosomes by assigning 949 scaffolds (covering 66.9% of the assembly) to 19 linkage groups (Supplementary Table 8 and Fig. 1a) of a high-density genetic linkage map20.
The C. farreri genome contains 28,602 protein-coding genes, of which 93.3% encode proteins of at least 100 amino acid residues (aa), and 94.3% are supported by known protein sequences and/or transcriptomic data (Supplementary Fig. 3). Functional analysis via comparison with various public protein databases annotated 24,817 genes, accounting for 86.8% of all the predicted genes (Supplementary Table 9). The C. farreri genome contains 261.8 Mb of repetitive sequences accounting for 32.1% of the genome. This percentage is lower than that in most of existing molluscan genomes (Supplementary Table 10). Tandem repeats represent the most abundant repeat type (11.3%), followed by DNA transposons (6.7%), and long interspersed elements (4.4%). Transposable elements (TEs) show higher divergence in C. farreri than in other bivalves (Supplementary Figs. 4 and 5), suggesting that they are relatively old.
Polymorphism analysis identified 4.9 million single-nucleotide polymorphisms (SNPs) in the assembled individual (Supplementary Table 11), yielding an intra-individual polymorphism rate of 0.81%. A genome-wide scan of polymorphism based on the assembled and five additionally resequenced individuals identified 108 highly polymorphic genomic regions (≥500 kb) in the genome (Fig. 1a), among which six are longer than 5 Mb (approximately one-fifth of a single chromosome). SNP density in coding sequences (CDSs) varies dramatically among genes, ranging from 0 to ~117 SNPs per kb (Fig. 1a). Particularly, scanning the CDS regions identified a continuous and long SNP-scarce region (~1.74 Mb) on chromosome 1 (Fig. 1b), which harbors an intact cluster of 11 Hox genes (3 anterior, 6 central, and 2 posterior): key regulators of bilaterian body plan development27. Similarly, low polymorphism was also observed for the Hox genes of the scallop P. yessoensis, fruit fly, and mouse (Supplementary Fig. 6). The finding of scallop Hox genes largely devoid of polymorphism despite high SNP diversity in genomic background (Supplementary Table 12) suggests that the scallop’s body plan formation may be subject to rigid developmental control and its regulators are under strong purifying selection.
Phylogenetic analysis based on 1310 highly conserved orthologous genes (Supplementary Fig. 7) suggests that the scallop lineage diverged from the lineage leading to Pinctada fucata and Crassostrea gigas ~457 MYA, and Bivalvia diverged from its sister group Gastropoda28 ~500 MYA. Gene family analysis (Supplementary Fig. 8) revealed that C. farreri has preserved the highest number (7604) of ancestral bilaterian gene families among bivalves. This number is comparable to that in brachiopod Lingula anatina (7788), a “living fossil” lophotrochozoan29. Compared with other bivalves, 270 gene families are significantly expanded in the scallop lineage (Fig. 1c and Supplementary Data 1) and are predominantly involved in neurotransmission, immune responses, signal transduction, and xenobiotic metabolism (Supplementary Table 13). These expanded gene families are probably important for the scallop’s lineage-specific adaptations and biology. The notable expansion of sodium- and chloride-dependent neurotransmitter transporters in C. farreri (61 versus 20–28 in other bivalves; Supplementary Fig. 9) may underlie the scallop’s more developed nervous and vision systems, and higher locomotion activity than other bivalves9.
Muscle regulation and evolution
Scallops have a remarkably large adductor muscle (Supplementary Fig. 10) compared to most of sessile and endobenthic bivalves such as oysters, mussels, and clams, probably as adaptation to swimming (Supplementary Movie 1) and the semi-sessile lifestyle. Swimming is an energy-intensive activity, and it is not surprising that the adductor muscle in scallops also serves as the primary organ of energy and glycogen storage and mobilization. We found that arginine kinase, the key enzyme responsible for producing ~ 70% of the ATP needed for phasic contractions (using arginine phosphate as substrate)30, shows extremely high levels of transcription in the adductor muscle of C. farreri, especially the striated portion (transcripts per million (TPM) = 34,704; ranked sixth among all genes; Fig. 2a). Further analysis of energy-producing pathways (glycolysis, the tricarboxylic acid (TCA) cycle, and oxidative phosphorylation) suggests that most genes related to energy production show higher expression in the C. farreri’s striated muscle than in its smooth muscle (Fig. 2a, Supplementary Fig. 11, and Supplementary Table 14), pointing to higher energy dynamics in striated muscle than in smooth muscle. These findings may reflect differences in function, with the large striated muscle responsible for fast, repetitive clapping of valves during swimming and the small smooth muscle responsible for keeping valves closed for long periods at a relatively low energy cost8. Interestingly, enzymes participating in energy (ATP/energy-rich H+) production (e.g., glyceraldehyde 3-phosphate dehydrogenase, pyruvate dehydrogenase, dihydrolipoamide acetyltransferase, isocitrate dehydrogenase, succinyl-CoA synthetase β-subunit in glycolysis and in the TCA cycle) generally show higher expression in the scallop C. farreri than in the oyster C. gigas, but the reverse is true for the enzymes related to energy consumption (HK and FBP; Fig. 2a and Supplementary Table 14). This finding may reflect adaptations to lifestyles with different levels of energy demand: high in semi-sessile scallop and low in sessile oyster.
To understand transcriptomic regulation in the adductor muscle, we constructed gene co-expression networks from 35 adult transcriptome datasets, and identified M3 as the only adductor muscle-related module (significantly enriched in both striated muscle- and smooth muscle-related genes; Supplementary Data 2 and Supplementary Fig. 12). Analysis of transcription factors (TFs) in M3 suggests that Twist, Nfix and Zbtb40 are among the top-ranked TFs with the highest intramodular connectivity (Fig. 2b and Supplementary Data 3), with the former two known as key TFs in animal myogenesis31, 32. Twist, the master regulator of myogenesis, loses expression in adult muscles of Drosophila 31, 33 and shows high expression in the adductor muscle of the adult scallop (Supplementary Fig. 13), possibly related to the different modes of adult muscle growth: determinate for Drosophila 34 and indeterminate for the scallop35.
It is also interesting that key marker genes36 that distinguish vertebrate striated muscles (striated Mhc (myosin heavy chain), Tnnt, Tnni, Ttn, and Zasp) from smooth muscles (Cnn) show high expression in both striated and smooth muscles of C. farreri (Fig. 2c, d, Supplementary Fig. 14, and Supplementary Table 15), revealing the “hybrid” nature of scallop striated and smooth muscles that are not as distinctive as in vertebrates. The expression of the same fast contractility components in smooth as well as striated muscle has been reported for other scallop species37, 38, ascidians39, 40, and flatworms41,42,43. Our findings together with those from other studies suggest that smooth and striated muscles in at least some invertebrates are not as differentiated as in vertebrates, thereby probably representing a plesiomorphic state, and still use shared basic building blocks (i.e., gene components) but in different organizations41.
Opsin diversity and retina evolution
Scallops possess a large number of sophisticated non-cephalic eyes along the edge of their mantle (Fig. 3a) and thus are thought to have the best vision system among bivalve molluscs44. Opsins of the G-protein-coupled receptor (GPCR) family are key light-sensing proteins responsible for visual signal transduction45. On the basis of sequence alignment with known opsins and GPCR-domain searches, we identified eight vision-related opsin genes in the scallop genome, including four r-opsin, two Go-opsin and two c-like-opsin (cl-opsin) genes (Supplementary Fig. 15). As the characteristic opsin type in invertebrates46, r-opsin (also known as Gq-coupled opsin) genes are significantly expanded (four copies) in the C. farreri genome, compared to a single gene copy found in other molluscs (Fig. 3b). In C. farreri, r-opsin1 is likely the ancestral copy, because it shows relatively conserved gene structure and neighboring genes with the single-copy r-opsin genes in other molluscs (Fig. 3b). Interestingly, r-opsin2, r-opsin3, and r-opsin4 are all intronless (Fig. 3b) and are likely retrogenes generated via retroposition of a messenger RNA (mRNA) transcript47. Phylogenetic analysis suggests that these intronless r-opsins were generated by stepwise duplications from the original intron-containing gene (i.e., r-opsin1), with r-opsin2 generated by retroposition first, followed by tandem duplications that produced r-opsin3 and r-opsin4 (Fig. 3d). The latter, r-opsin4, is the favored gene copy in the eyes of C. farreri, because its expression (average TPM = 2415.0) greatly exceeds that (average TPM = 2.3–46.4) of other r-opsins (Fig. 3a). Intronless genes are more efficient to transcribe as no post-transcriptional splicing is needed. For example, approximately 70% of early zygotic genes of Drosophila are intronless48, due to a need for efficient transcription during rapid cell divisions in early development48, 49. The utilization of intronless opsins in C. farreri may represent an adaptive change for enhancement of transcription efficiency in support of the scallop’s unusual and advanced multi-eye visual system.
Scallop eyes possess a unique double-layered retina (Fig. 3a), which are equipped with different photoreceptors sensitive to light of different wavelengths and play different roles in visual behaviors50. The proximal retina consists of rhabdomeric photoreceptor cells (also found in most of invertebrate eyes), whereas the distal retina consists of ciliary photoreceptor cells (similar to rod and cone cells of vertebrates)51. Key genes participating in rhabdomeric and ciliary phototransduction pathways were identified here in the C. farreri genome, and higher gene expression of the Gq-coupled rhabdomeric pathway implies that the proximal retina plays prominent roles in the scallop visual system (Supplementary Table 16). The evolutionary origins of the two layers of the retina remain enigmatic. It has been suggested that the distal retina might have evolved later than the proximal retina51, 52 and thus is likely under relaxed selection pressure. This hypothesis is, to some extent, supported by our analysis of opsin genes from two scallop species (C. farreri and P. yessoensis): ciliary opsins expressed in the distal retina showed significantly lower sequence conservation (t-test p-value = 0.04), greater Ka/Ks values (t-test p-value = 0.03), and much weaker transcription relative to rhabdomeric opsins expressed in the proximal retina (Fig. 3a, c). The presence (addition or retention) of the otherwise vertebrate-specific distal retina may represent an evolutionary innovation giving the scallop the potential to form image and detect movement53.
Scallop eyes can detect a wide spectrum of light wavelengths (λ max = 480–540 nm54), with the proximal retina sensitive to short wavelengths, whereas the distal retina to long wavelengths50. Various studies have shown that three key amino acid positions in opsins (164, 261, and 269 in reference to rhodopsin of Bos taurus 55) are crucial determinants of spectral sensitivity to short or long wavelengths56. R-opsin3 and r-opsin4, the two opsins derived from gene duplication and most highly expressed in the proximal retina of C. farreri, have “AFA” at these sites (just as human green opsin does; Fig. 3d), adding a potentially valuable variant to the ancestral “SFA” type found in the scallop (r-opsin1 and r-opsin2) and other bivalves. Apparently, the gene duplication increased the diversity of the r-opsin protein at core functional sites in its amino acid sequence; this change may broaden the scallop’s spectral sensitivity. Similarly, new functional site variants of Go-opsin (AYT) and cl-opsin (GYA) were observed in C. farreri (Fig. 3d) that may allow the scallop to sense different ranges of long-wavelength light because SYT in humans corresponds to red-light sensitivity56. These results show that scallop eyes are not only numerous and structurally advanced but also equipped with a diverse set of opsins including novel intronless genes resulting from retroposition and tandem duplication, and new opsin variants that are polymorphic at functional sites in amino acid sequence and may broaden spectral sensitivity. These notable molecular features may provide scallops with enhanced vision or light sensitivity as part of their adaptation to epibenthic semi-sessile life.
Byssal proteins and secretion regulation
Many aquatic animals including bivalves, barnacles, and sandcastle worms have evolved effective strategies for adhesion as adaptation to turbulent currents57. As an ancestral feature of bivalves58, byssal attachment is an essential part of the sessile or semi-sessile lifestyle characteristic of diverse bivalve families, but, to date, has been extensively studied only in mussels59,60,61. In contrast to mussels, scallop byssal attachment is characterized by abundant secretion of byssal proteins and temporary attachment (in concert with swimming behavior; Fig. 4a). The scallop byssus has different ultrastructure and morphology in different regions (Fig. 4a and Supplementary Fig. 16), indicating compositional and mechanical complexity. Mass spectrometric analysis identified 16 candidate byssus-related proteins (BRPs) in the whole byssal adhesive plaques of C. farreri (Supplementary Figs. 17 and 18 and Supplementary Data 4), including seven previously identified scallop byssal proteins (SBPs62). Functional annotation of these BRPs suggests that they potentially involve in oxidative reactions (tyrosinase and peroxidase), extracellular matrix consolidation (tenascin-X), and anti-biodegradation (serine protease inhibitor and metalloproteinase inhibitor) (Fig. 4b, Supplementary Data 4, and Supplementary Fig. 19). Of the identified scallop BRPs, none shows protein similarity to a well-known set of 11 mussel BRPs63, but up to eight to an expanded set of 48 mussel BRPs recently identified by Qin et al.64 (Supplementary Data 4). Four scallop BRPs (CF48907.12, CF47691.7, CF44339.32, and CF30077.9) that do not have either protein/domain annotations or similarity to mussel BRPs likely represent novel SBPs. Of the 16 identified BRPs, 12 show high and specific expression in the foot of C. farreri but nearly no expression in the foot of the adult Yesso scallop P. yessoensis, a species that is free living and does not produce byssi in adulthood (Fig. 4c and Supplementary Table 17). Ka/Ks analysis indicates that these BRPs diverged more rapidly than other BRPs did (Fig. 4c), reflecting differential selection in the two scallop species possibly because of different requirements for byssal attachment at the adult stage.
Byssal secretion is a complicated process involving a series of biochemical reactions occurring in various byssal and enzymatic glands located in different regions of the foot65. To investigate the molecular mechanism of byssal secretion, we conducted comprehensive temporal and spatial gene expression profiling by sequencing 45 transcriptomes of three foot regions (proximal, middle, and distal) and at five time points during byssal secretion. Our results show that the three foot regions have different gene expression patterns, reflecting their different roles during byssogenesis (Fig. 4d). The proximal end of the foot, where the primary byssal gland resides and byssal ribbons are secreted, is characterized by high expression levels of connective proteins tenascin-X and matrilin and various related enzymes. The middle foot region where the secondary byssal and/or enzymic glands are located and the byssal ribbon sheath or envelope is formed, predominantly shows expression of a variety of tyrosinases (Fig. 4g): enzymes crucial for mussel byssogenesis that catalyze the formation of a strong adhesive, 3,4-dihydroxyphenylalanine (DOPA)66. Tyrosinases’ participation in scallop byssogenesis is supported by the enzymatic activity in foot glands and high abundance of DOPA in byssi (Fig. 4e, f). The distal end of the foot shows dramatically increased transcription of signal transduction-related GPCR98-like proteins67, 68 at the initial stage (<1 h) of byssal secretion, and likely plays a role in guiding the search for suitable spots for attachment.
Neurotoxin accumulation and transformation
Bivalves can tolerate and accumulate potent neurotoxins such as PSTs, although the molecular mechanism of toxin resistance in bivalves is not well understood. Like tetrodotoxin (TTX) of puffer fish, PSTs attack the nervous system by blocking sodium channels on nerve cell membranes and by inhibiting transduction of an action potential69. We identified two sodium channel genes, Nav1 and Nav2, in the C. farreri genome. Nav1 is the primary sodium channel in animal nervous systems70 and is targeted by PSTs. We found that the scallop’s Nav1 has a potentially toxin-resistant T mutation at position 1425 (in reference to rat sodium channel IIA69; Fig. 5a): the corresponding mutation in rat Nav1 yields a 15-fold increase in resistance to STX (the most potent PST) and a 15-fold increase in resistance to TTX71. This mutation is also present in the Nav1 genes of two puffer fish species72, 73, Tetraodon nigroviridis and Takifugu rubripes (Fig. 5a), which have strong toxin resistance, pointing to convergent evolution of toxin resistance in the scallop and puffer fish. Furthermore, our analysis revealed a Q mutation at position 945 in C. gigas and Atlantic awning clam Solemya velum (Fig. 5a), which has been shown to increase STX resistance up to 19,880-fold in a rat sodium channel73. The presence of these two novel mutations that are known to increase toxin resistance in other organisms may explain bivalves’ amazing ability to tolerate neurotoxins. Moreover, gene expression analysis in combination with PST quantification showed that toxin-rich organs (hepatopancreas and kidney) are largely devoid of sodium channel gene expression (Fig. 5b and Supplementary Table 18), which may represent another novel adaptation of the scallop for tolerance of high concentrations of PSTs via down-regulation of their targets. This situation is consistent with the hepatopancreas and kidney being the most toxin-rich or toxin-tolerant organs in the scallop.
Accumulation and transformation of PSTs in bivalves are well documented13, 15, but detailed processes and mechanisms remain obscure. To gain a deeper understanding of PST accumulation and transformation in scallops, we comprehensively studied PST accumulation and transformation in C. farreri by qualitatively and quantitatively analyzing a variety of PSTs in six scallop organs across five time points after exposure to PST-producing microalgae Alexandrium minutum. We found that the hepatopancreas and kidney are the two organs with the highest concentrations of PSTs, but the kidney is more toxic than hepatopancreas (Fig. 5b). This is a new and significant finding because the kidney has been ignored in previous PST studies. The hepatopancreas maintains a similar PST profile as the input microalgae over time; however, the PST profile of the kidney gradually changes with time and the most dramatic toxin change (from input GTXs to highly toxic STX; Supplementary Fig. 20) takes place after 5 days of A. minutum exposure (Fig. 5c, Supplementary Fig. 21, and Supplementary Datas 5 and 6). This finding suggests that the scallop hepatopancreas and kidney function differently, with the former mostly accumulating the incoming toxins, whereas the latter in toxin transforming and/or eliminating them. To study the molecular mechanisms of PST accumulation and transformation, we sequenced 36 transcriptomes (Supplementary Table 19) of the hepatopancreas and kidney after A. minutum exposure (across six time points, each represented by three individuals) and constructed a gene co-expression network for both organs (Supplementary Fig. 22). Nine and five modules were identified as toxin-responsive (TR) modules in the kidney and hepatopancreas, respectively (Fig. 5c and Supplementary Data 7). Kidney TR modules were found to be involved in diverse molecular functions (e.g., RNA/ion/carbohydrate binding, transferase activity, peptidase activity, and kinase activity), whereas hepatopancreas TR modules primarily participated in a variety of “binding” activities (Supplementary Datas 8 and 9). Notably, genes in the green module were highly expressed on day 5 after A. minutum exposure, coinciding with the highest transformation of PSTs in the kidney (Fig. 5c). The green module is significantly enriched with cytosolic sulfotransferase (Sult) genes (enrichment p-value = 5.9e−3; Fig. 5c and Supplementary Data 8), which may mediate the transfer of a sulfate group from a donor molecule (such as GTXs) to various acceptor molecules, endogenous metabolites, and xenobiotics74. The Sult family is significantly expanded in the C. farreri genome (83 genes versus 26 in the oyster, 31 in the pearl oyster, 13 in humans, and 8 in the fly), and the Sult genes showing significant up-regulation in the kidney during A. minutum exposure all belong to the clade that is expanded in C. farreri or bivalves (Supplementary Fig. 23 and Supplementary Data 10). Collectively, our results suggest that the scallop hepatopancreas and kidney act as two major “centers” for toxin accumulation and transformation, respectively. The expanded Sult genes likely participate in conversion of GTXs to more toxic STX (Fig. 5d), which may give the scallop a powerful deterrent against predation, while the novel mutations in Nav1 revealed in this study may provide scallops and other bivalves with the ability to tolerate those neurotoxins. It seems that dinoflagellates produce neurotoxins to inhibit grazing by filter feeders, but bivalve molluscs have adopted novel sodium channel variants to tolerate neurotoxins and converted the toxins to even more toxic forms for their own defense against predation. Our findings highlight how simple mutations and expansion in one or two key genes may have profound implications for an organism’s adaptation to the environment and the complex interactions with other organisms.
Bivalves are a fascinating group of animals, which, despite long evolutionary history dating back to the early-Cambrian, are still abundant and thriving as highly successful filter feeders dominating diverse benthic environments. Their remarkable adaptation to benthic life is not well studied at genomic levels. We sequenced the genome of the Zhikong scallop and collected extensive transcriptomes and proteomes to study molecular or genomic changes related to several of its adaptive features. Our analyses identified significant expansion in 270 gene families that may be important for C. farreri’s biology and adaptation. The scallop’s large striated muscle shows heightened energy dynamics and is not fully differentiated from its smooth muscle. The sophisticated noncephalic multiple eyes of C. farreri are supported by the predominant use of novel intronless r-opsin genes (derived from retroposition and tandem duplication) and by diverse opsin variants for possibly broadened spectral sensitivity. The rapid secretion of byssi is enabled by a spatially differentiated foot and multiple proteins/enzymes including the expanded family of tyrosinases. The scallop uses the hepatopancreas to accumulate algae-derived neurotoxins and uses the kidney to transform them into highly toxic compounds by means of the expanded family of sulfotransferases, probably as deterrence against predation, while its own remarkable resistance to neurotoxins may be explained by mutational and expressional modulation of sodium channels. These molecular innovations may be important for the scallop’s semi-sessile lifestyle as a filter feeder, suggesting that simple expansion and mutation of a few key genes may have profound effects on an organism’s phenotype and adaptation.
Brief description of methods. The whole genome of a 2-year-old C. farreri was sequenced using the Illumina HiSeq 2000 platform through the construction and sequencing of both short-insert (180, 300 and 500 bp) and long-insert (2, 5, 10, 20 and 30 kb) DNA libraries. The genome size of C. farreri was estimated based on the 19-mer frequency distribution. To address the problem of high genome heterozygosity, a hierarchical strategy based on a modified version of SOAPdenovo4 was used for the assembly of the C. farreri genome. The integrity of the final assembly was assessed by means of four data sets: four BAC sequences, WGS data, transcriptome data, and an 843-BUSCO metazoan subset of genes. The assembly was further anchored to chromosomes based on a high-density genetic linkage map10, through the assignment of the scaffolds to 19 linkage groups. For repeat annotation, tandem repeats were predicted using the software Tandem Repeats Finder11, and TEs were predicted via two approaches (homology-based method and de novo prediction). To predict genes in the C. farreri genome, three approaches (homolog-based, de novo, and transcriptome-based predictions) were employed. Functional annotation of the protein-coding genes of C. farreri was performed by searching the SwissProt, TrEMBL, InterPro, GO (gene ontology), and KEGG (Kyoto Encyclopedia of Genes and Genomes) databases. Thirteen adult tissues/organs of the scallop were chosen for transcriptome sequencing, including striated muscle, smooth muscle, foot, hepatopancreas, kidney, female gonad, male gonad, gill, eyes, mantle, cerebral ganglion, and visceral ganglion. Differentially expressed gene (DEG) analysis was carried out using edgeR23 with three biological replicates, and genes with a fold-change value ≥2 and adjusted p-value <0.05 were defined as significant DEGs. To characterize the polymorphism in the C. farreri genome, reads from the sequenced individual and five additional resequenced individuals were aligned to the assembled genome for SNP calling using the BWA6 software. Genomic regions or CDSs with high SNP density subjected to one-sided Fisher’s exact test by comparing to the corresponding chromosomal background, and the distribution of SNP density among chromosomes or genes was visualized using the Circos software26. The OrthoMCL pipeline27 was used to define gene families for the selected species. For phylogenetic analysis, we selected orthologous genes using a tree-based approach PhyloTreePruner28, and the phylogenetic tree was constructed using RAxML29. To estimate the divergence time for C. farreri and other metazoans, the first and second codon positions of the orthologs were extracted for Bayesian dating using the MCMCtree program implemented in PAML31, with reference divergence time of selected species retrieved from the TimeTree33 database. The evolutionary dynamics (expansion/contraction) of gene families were analyzed in the software CAFÉ34, and GO enrichment analysis was performed using the EnrichPipeline35. For muscle analysis, we compared the transcript abundance of various enzymes involved in glycolysis, TCA cycle, and oxidative phosphorylation pathways between different types of scallop muscles or between scallop and oyster muscles. Co-expression gene networks were constructed by means of WGCNA36 using 35 transcriptomes from adult tissues/organs, and module enrichment of muscle-overrepresented genes was conducted by the hypergeometric test (p < 0.05). The expression profile of vertebrate muscle marker genes38 in the scallop was determined using the average TPM value of three biological replicates, and the corresponding value in human was obtained from the HPA dataset (http://www.proteinatlas.org/). Putative opsin genes in the scallop and other bivalves were identified by BLAST-based searching against known opsin genes of other animal species at an e-value threshold of 1e−5, and only those containing seven transmembrane domains and the lysine site (296 K) were kept for subsequent analysis. The opsin phylogeny was constructed by the Bayesian method39 using the sequences of seven transmembrane domains. Ka/Ks values were estimated by means of Ka_Ks_calculator 2.040 using the YN method. Key genes involved in rhabdomeric and ciliary phototransduction pathways were identified by homology-based search against the known genes from Homo and Drosophila, and putative light sensitivity of bivalve opsin genes was determined by means of amino acid combinations at key positions (164, 261 and 269). The whole protein sample as well as major sodium dodecyl sulfate-polyacrylamide gel electrophoresis fractions extracted from byssal adhesive plaques by using the method of Miao et al.43 were subject to mass spectrometric analysis. The mass spectrometry raw data were searched against the predicted proteins from the C. farreri genome using Mascot v.2.3.0. To be stringent, the identified proteins with ≤ 1 unique matching peptide in both datasets and with expression ratio[foot/ave_nonfoot_organ] ≤ 2 were excluded from further analysis. Functional annotation of scallop candidate BRPs was performed by searching against SwissProt, Pfam, InterPro, SMART, and SignalP databases. Microstructures of the byssal thread were examined by scanning electron microscopy (Hitachi S-3400N). Forty-five RNA-seq libraries covering three foot regions (proximal, middle, and distal) and five time points after the removal of byssal threads (0, 1, 1.5, 12 and 24 h) were subject to Illumina sequencing and the overrepresented genes in each foot region were identified by DEG analysis using the edgeR package23. A nitroblue tetrazolium staining assay was performed on the whole byssal threads, and a catechol oxidase assay for in situ detection of tyrosinase activity. For phylogenetic analysis of tyrosinases, a maximum likelihood (ML) tree was constructed using RAxML29 and the robustness of the tree was tested by reanalysis of 1000 bootstrap replicates. The voltage-gated sodium channel protein (Nav) sequences of C. farreri and other bivalves were identified via homology-based searches with an e-value threshold of 1e−10. Amino acids positions putatively conferring PST and TTX resistance were identified based on conservation of previously reported sites45,46,47,48,49,50. Thirty-six RNA-seq libraries of the hepatopancreas and kidney from scallops fed with toxic A. minutum were subject to Illumina sequencing, and DEGs were identified using R package edgeR23. The co-expression gene networks for the hepatopancreas and kidney were constructed using the R package WGCNA36, and over-representation analysis of the TR genes was performed for each module by a hypergeometric test (p < 0.05) to identify TR modules. GO enrichment analysis of each TR module in the networks was conducted using the EnrichPipeline35. The cytosolic sulfotransferase (Sult) genes were identified in the genomes of three bivalves, H. sapiens and D. melanogaster using BLAST with an e-value threshold of 1e−5. The ML tree of SULTs was constructed using RAxML29 and the robustness of the tree was tested by reanalysis of 1000 bootstrap replicates. More detailed description of the above methods can be found in the Supplementary Information.
This genome project has been registered in NCBI under the BioProject accession PRJNA185465. The sequencing data of C. farreri have been deposited in NCBI Sequence Read Archive under the accession numbers of SRX1305705, SRX2486272, SRX2486273, SRX2486281, SRX2486284, SRX2486300, and SRX2913253-SRX2913260 for genomic data; and SRX2444844-SRX2444876, SRX2508197-SRX2508199, SRX2444668-SRX2444682, SRX2444950-SRX2444979 and SRX2445405-SRX2445440 for transcriptomic data. The proteomic data have been deposited in PRIDE Archive database under the accession numbers PXD007932 and PXD007987. The C. farreri genome assemblies (including an updated version improved by the addition of ~ 26 Gb PacBio data), gene sequences, and annotation data are available at the scallop genome website (http://mgb.ouc.edu.cn/cfbase/html/).
Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
We thank Rencheng Yu, Fanzhou Kong and Yang Liu for facilitating the preparation of PST-feeding scallop materials and helpful comments on the manuscript. We acknowledge grant support from the National Natural Science Foundation of China (31130054, 31322055, 31630081, 31502162 and 31472258), the National High Technology Research and Development Program of China (863 program; 2012AA92204 and 2012AA10A405), the Fundamental Research Funds for the Central Universities (201762001 and 201564009), the Taishan Scholar Project Fund of Shandong Province of China, Chang Jiang Scholars Program of Ministry of Education, and Qingdao National Laboratory for Marine Science and Technology (AoShan Talents Program: 2015ASTP-ES02; Blue Life Program: MS2017NO01). X.G. acknowledges support from Taishan Oversea Scholar Program of Shandong and USDA-NIFA/NJAES Project 1004475/NJ32920. We thank Xunshan Group Co. Ltd for providing scallop materials and facilities.
Electronic supplementary material
About this article
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.