Abstract
As nontraditional model organisms with extreme physiological and morphological phenotypes, snakes are believed to possess an inferior taste system. However, the bitter taste sensation is essential to distinguish the nutritious and poisonous food resources and the genomic evidence of bitter taste in snakes is largely scarce. To explore the genetic basis of the bitter taste of snakes and characterize the evolution of bitter taste receptor genes (Tas2rs) in reptiles, we identified Tas2r genes in 19 genomes (species) corresponding to three orders of non-avian reptiles. Our results indicated contractions of Tas2r gene repertoires in snakes, however dramatic gene expansions have occurred in lizards. Phylogenetic analysis of the Tas2rs with NJ and BI methods revealed that Tas2r genes of snake species formed two clades, whereas in lizards the Tas2r genes clustered into two monophyletic clades and four large clades. Evolutionary changes (birth and death) of intact Tas2r genes in reptiles were determined by reconciliation analysis. Additionally, the taste signaling pathway calcium homeostasis modulator 1 (Calhm1) gene of snakes was putatively functional, suggesting that snakes still possess bitter taste sensation. Furthermore, Phylogenetically Independent Contrasts (PIC) analyses reviewed a significant correlation between the number of Tas2r genes and the amount of potential toxins in reptilian diets, suggesting that insectivores such as some lizards may require more Tas2rs genes than omnivorous and carnivorous reptiles.
Keywords: Bitter taste, Snake, Calhm1, Reptiles, Tas2r, Diet
Introduction
Vertebrates possess five basic tastes: sweet, umami, bitter, salty, and sour (Bachmanov & Beauchamp, 2007; Lindemann, 1996). It is generally believed that bitter transduction evolved as a key defense mechanism against the ingestion of toxic substances. As bitter foods generally contain harmful or toxic compounds, the bitter taste sensation is essential for animals to evaluate the potential food resources and distinguish between nutritious and toxic food (Garcia & Hankins, 1975; Glendinning, 1994). Many bitter substances come from not only plants, but also from insects and meat tissues (Cott, 2010; Drewnowski & Gomezcarneros, 2000; Garcia & Hankins, 1975;Glendinning, 1994; Howse, 1975; Unkiewicz-Winiarczyk & Gromysz-Kałkowska, 2012). The bitter perception is mediated by a group of G-protein-coupled receptors taste receptor member 2 (Tas2r) which are encoded by the Tas2r gene family (Adler et al., 2000; Chandrashekar et al., 2000; Matsunami, Montmayeur & Buck, 2000). Different animal species have distinct diets and therefore different bitter compounds are detected by different Tas2rs (Meyerhof et al., 2010). Thus the Tas2r repertoires are expected to be species-specific. Indeed, the number of intact Tas2r genes varies among species, from 0 to 37 in mammals (Feng et al., 2014; Shi & Zhang, 2006), from 1 to 12 in birds (Wang & Zhao, 2015) and 0 to 74 in fish (Bachmanov et al., 2013; Syed & Korsching, 2014), due to the duplication or loss of Tas2r genes in what is called a “birth-and-death” process, characteristic of chemosensory genes (Nei, Gu & Sitnikova, 1997). Different Tas2r repertoires among species may reflect varying dietary pressures. Generally speaking, among animals potential foods, plant tissues may contain more toxic compounds than animal tissues (Glendinning, 1994; Wang, 2004). Insects and some amphibians like newts also secrete defensive poisonous chemicals to deter predators (Brodie & Tumbarello, 1978; Howse, 1975). Hence, more functional Tas2r genes exist in herbivorous, omnivorous and insectivorous animals than in carnivorous animals, implying that distinct diets may shape the variation of Tas2r repertoire among species (Li & Zhang, 2014; Wang & Zhao, 2015). Factors other than diets like foraging pattern may also affect Tas2r numbers. For example, cetaceans swallow their food whole, and 9 out of 10 amplified Tas2r genes from 12 whales were pseudogenized (Feng et al., 2014).
Reptiles (10,450 species) live in a wide range of terrestrial, marine and freshwater environments. Among them, snakes (3,619 species) and lizards (6,263 species) comprise of 87 families, according to The Reptile Database (http://reptile-database.org/, last accessed July 18, 2017). Studies of taste genetics in vertebrate species have been mainly focused on mammals and birds (Behrens, Korsching & Meyerhof, 2014; Behrens & Meyerhof, 2013; Davis et al., 2010; Dong, Jones & Zhang, 2009; Go, 2006; Hayakawa et al., 2012; Hong & Zhao, 2014; Jiang et al., 2012; Li & Zhang, 2014; Liu et al., 2016; Nei, Gu & Sitnikova, 1997; Feng et al., 2014; Shang et al., 2017; Shi & Zhang, 2006; Shi et al., 2003; Wang & Zhao, 2015; Wang, 2004; Wu, Chen & Rozengurt, 2005; Zhou, Dong & Zhao, 2009), however, similar studies of Tas2r genes of snakes have not been performed. The strictly carnivorous diet of snakes comprises few toxins, although it may contain defensive toxic secretions released by insects or highly toxic newts (Brodie, Ridenhour & Iii, 2002; Mehrtens, 1987; Parker & Gans, 1978). Besides, snakes cannot masticate and they have to swallow the preys whole without chewing. Therefore, we hypothesized that Tas2rs would still exist but would be smaller in number in snakes according to their unique dietary and foraging pattern, compared with the number of Tas2r genes in lizards, the other suborder in Squamates, many of which are primarily insectivorous and need to to avoid intake of poisonous secretions released by insect prey. Apart from taste receptors, the taste pathway gene calcium homeostasis modulator 1 (Calhm1) that is responsible for taste signalling is also indispensable for taste function (Taruno et al., 2013). Thus, Calhm1 might be intact and functional if bitter taste is retained in snakes. To test our hypothesis, we identified Tas2r genes from eight snake species for the first time. Additionally, we identified the Calhm1 gene to explore the function of the taste signaling pathway in Squamates. We found that snakes have a considerable contraction of the Tas2rs repertoire, which was in accordance with their foraging and dietary patterns. In contrast, the Tas2r family in the two lizard species (the green anole and the Japanese gecko) we examined expanded dramatically, which was consistent with their insectivorous diet. Furthermore, Calhm1 genes were under strong purifying selection, implying the retention of bitter taste functionality in Squamates.
Materials & Methods
Genome data
The Squamates comprise two suborders: Serpentes (snake) and Lacertilia (lizard). A total of eight Serpentes genome sequences were downloaded from GenBank (http://www.ncbi.nlm.nih.gov/). They are corn snake (Pantherophis guttatus) and common garter snake (Thamnophis sirtalis) in Family Colubridae; speckled rattlesnake (Crotaus mitchellii), timber rattlesnake (Crotalus horridus), adder (Vipera berus) and brown spotted pit viper (Protobothrops mucrosquamatus) in Family Viperidae; king cobra (Ophiophagus hannah) in family Elapidae; the Burmese python (Python bivittatus) in family Pythonidae. In suborder Lacertilia, genome sequences of the green anole (Anolis carolinensis) and the Japanese gecko (Gekko japonicas) were retrieved. We also retrieved nine additional genome sequences of other reptiles to conduct further phylogenetic analysis. They were Spiny Softshell Turtle (Apalone spinifera), Green Sea Turtle (Chelonia mydas), Painted Turtle (Chrysemys picta), Diamondback Terrapin (Malaclemys terrapin) and Chinese Softshell Turtle (Pelodiscus sinensis) in Testudines; Saltwater Crocodile (Crocodylus porosus), American Alligator (Alligator mississippiensis), Chinese Alligator (Alligator sinensis) and Gharial (Gavialis gangeticus) in Crocodylia. Hence, a total of 19 genomes of reptiles were retrieved from GenBank (Table S1). The sequencing depths of the assemblies were all above 15 × except in green anole (7.1 ×) and corn snake (13 ×). Scaffold N50 sizes ranged from 2.4 to 437.3 Mb, suggesting high-coverage genomes.
Gene identification
Tas2r genes are about 900 bp without introns. First, we collected previously determined intact Tas2r protein sequences from human, mouse, lizard, chicken, frog and coelacanth genomes as queries (Li & Zhang, 2014; Syed & Korsching, 2014). We used TBLASN to search against the genomes with the E-value of 1e–10. Second, non-overlapping sequences were extracted and the blast hits shorter than 100 bp were discarded. We extracted the remaining blast hits and extended them in both 5′ and 3′ directions. They were regarded as putative Tas2r regions. Third, the deduced sequences were divided into three categories. Sequences more than 270 amino acids with a presumed start and stop codon were considered intact genes. The TMHMM method was used to make sure the seven transmembrane domains existed in intact genes (Krogh et al., 2001). Sequences longer than 100 bp with premature stop codons or frame-shifts were considered pseudogenes. Sequences longer than 100 bp containing a start codon (or a stop codon) were regarded as partial genes. Partial Tas2rs may be intact genes, but they were not sequenced completely or assembled completely (Hayakawa et al., 2014). To ensure the reliability of the partial genes, we assessed whether the partial genes are from independent loci or not (Table S2). We also performed syntenic analysis to determine whether partial genes are unique (Table S3). Lastly, we used BLASTP to search against GenBank to verify all the candidate genes belonging to the Tas2r family. The nomenclature of the Tas2r genes followed ‘Tas2r X’, in which ‘X’ represents arabic numbers one by one. See Data S1 and S2 for the nucleotide and amino acid sequences.
Phylogenetic analyses
To clarify the evolutionary history and relationships of the Tas2r genes in reptiles, phylogenetic analysis was conducted. Non-avian reptiles contain four general groups: Squamata (snakes and lizards), Crocodylia (alligators and crocodiles), Testudines (turtles) and Sphenodontia (tuatara). In the present study, tuataras were not included because no genome data was available in this group. The protein sequences of intact Tas2r genes were aligned by MUSCLE (Thompson, Higgins & Gibson, 1994) implemented in MEGA5 (Tamura et al., 2011) with manual adjustments. The western clawed frog (Xenopus tropicalis) V1R gene was used as outgroup, because among GPCRs, V1R genes are relatively close to Tas2r genes. Partial Tas2r genes were not included because most of them were too short to make a good alignment. Pseudogene sequences were also removed from the phylogenetic analysis. The best-fitting substitution model Jones-Taylor-Thornton (JTT) +G +F was determined by ModelGenerator 0.85 (Keane et al., 2006). After gaps were removed from the alignment with the pairwise deletion option, the neighbor-joining method (Saitou & Nei, 1987) implemented in MEGA5 was used to construct a phylogeny. Statistical confidence was evaluated with 1,000 replicates by the bootstrap method (Felsenstein, 1985). The BI (Bayesian Inference) (Yang & Rannala, 1997) tree was rebuilt by MrBayes 3.2.6 (Ronquist & Huelsenbeck, 2003) under the same model of substitution with 10 million generations.
Evolutionary analysis of Tas2rs repertoire
To recover evolutionary changes of Tas2r gene numbers in reptiles, we conducted a reconciliation analysis by NOTUNG 2.6 (Chen et al., 2004). This method is based on algorithms for tree rearrangement and for reconciliation with non-binary trees. It supports predicting gene gain and loss events with a parsimony-based optimization criterion. We used our BI tree as the gene tree (Fig. S1). The phylogeny and divergence times of these species were drawn from TimeTree (http://www.timetree.org/).
Phylogenetically Independent Contrasts (PIC) analyses
To explore the potential impact of diets on the evolution of the Tas2rs repertoires of reptiles, we carried out a regression analysis of Tas2r gene numbers against the diet type, which we summarized as a diet code. As insect and plant tissues contain more potential bitter compounds (toxins) than non-insect animal tissues, we coded the species as 0 (carnivore) and 1 (insectivore and herbivore) according to the amount of plant materials, insect tissues or non-insect animal tissues in their diets (Table S1). The omnivorous species painted turtle was coded as 1 because its diet appeared to contain more plant materials than animal tissues. We categorized the Tas2r genes into two sets: The first comprised putatively functional genes (intact and partial genes), and the second consisted of all genes (intact, partial and pseudogenes) because not only functional genes, but also pseudogenes may reflect the physiological demands (Rouquier, Blancher & Giorgi, 2000). Then we conducted a phylogenetically independent contrast (PIC) analysis with the R package Analyses of Phylogenetics and Evolution (APE) (Paradis, Claude & Strimmer, 2004). The correlation was assessed with nonparametric Spearman’s rank correlation coefficient (ρ).
Results
Identification of Tas2r genes
By TBLASN, we identified Tas2r genes from 19 genome sequences of reptiles. The result revealed that speckled rattlesnake and brown spotted pit viper followed the same pattern with one intact gene and one pseudogene. In the timber rattlesnake, adder and the Burmese python, the numbers were one intact gene and two pseudogenes. The corn snake and king cobra both possess two intact genes (Fig. 1). All the eight species showed absence of partial genes. Strikingly, no Tas2r gene was detected in common garter snake. The average number of intact genes of the seven snakes (except garter snake) was 1.3 and the average total number of Tas2rs was 2.4. Overall, the repertoires of Tas2rs in snake species were generally small than that in other vertebrates (Li & Zhang, 2014; Liu et al., 2016; Wang & Zhao, 2015). The nucleotide length of intact Tas2r genes of the 7 snake species was from 885 to 966 bps with the average of 904 bp and the amino acid sequence identities were ranging from 32.73% to 94.22%. By contrast, the two lizard species had a relatively larger Tas2rs repertoire. We identified 36 intact genes, 0 partial gene and 14 pseudogenes in the green anole (Anolis carolinensis). In the Japanese gecko (Gekko japonicas), the numbers were 50, 2 and 18 respectively. The average number of intact genes of the two lizards was 33 times of snakes’, with the exception of the common garter snake. The length of intact genes ranged from 870 to 1,077 with the average of 937 bp and the amino acid sequence identities were ranging from 17.24% to 95.42%. Another obvious difference between lizards and snakes was the number of pseudogenes: we discovered 14 in the green anole, and 18 in the Japanese gecko respectively (Fig. 1). In the five Testudines genomic assembles, we detected 2–11 intact Tas2r genes and 1–14 pseudogenes; the total number of Tas2r genes was 7–18 (Fig. 1). In order Crocodylia, the numbers of intact Tas2r genes, pseudogenes and total genes were 5–9, 0–5 and 5–12 respectively.
Phylogenetic analysis
To investigate the phylogenetic relationship of Tas2r genes within reptiles, we conducted a phylogenetic analysis and constructed phylogenies with both the NJ and BI methods. As we can see from the BI tree (Fig. 2), the Tas2r genes of seven snake species (common garter snake was excluded) formed two monophyletic clades. In comparison, the Tas2r genes of lizards mainly clustered into two single-gene clades and four large clades, two of which were consisted of large numbers of Tas2r genes. After testing gene conversion among paralogous genes with GENECONV (Sawyer, 1989), we detected no possible events of gene conversion, suggesting that gene conversion may not have played a role in the evolution of lizards’Tas2r repertoire. We infer that the large and separate Tas2r repertoire in lizards was due to lineage-specific gene duplications, as demonstrated by our evolutionary analysis(see results below). Turtles (Testudines) had four separate ancestral nodes, two clades of which mingled with lizards and the other two with alligators and crocodiles (Crocodylia). The alligators and crocodiles had six segregated clades (Fig. 2).
Evolutionary analysis of Tas2rs repertoire
To determine the evolution of Tas2r gene repertoires among non-avian reptile species, we predicted the intact Tas2rs numbers in the common ancestors of different clades. Then we performed a reconciliation analysis and inferred the birth and death of intact Tas2r genes. The BI tree was used (Fig. S1) to predict the changes of gene numbers, because the Bayesian posterior probability of each branch is above 50% and may better support the analysis than the NJ tree (Fig. S2). We found that the common ancestor of Squamata showed a gain (n = 4) when they were diverging with the common ancestor of Testudines and Crocodylia. In Squamata, the number of intact Tas2r genes in the common ancestor of snakes was only 2 (Fig. 3), indicating a reduction when snakes diverged with lizards. In contrast, green anole (36 intact genes) and the Japanese gecko (50 intact genes) both showed large numbers of species-specific duplication (28 and 40 respectively) (Figs. 1 and 2). Besides, a further gain (n = 1) happened in the common ancestor of Testudines and Crocodylia. In Testudines, gain and loss events did not happen in their common ancestor, but in each branch. There were two losses, one gain and two gains in saltwater crocodile, gharial and the American alligator, respectively. The evolutionary changes of the Tas2r gene number in the three species were consistent with the results from a recent study (Wang & Zhao, 2015). In Crocodylia, substantial gains (n = 5) were found in the Chinese softshell turtle.
Correlation between dietary preferences and Tas2rs repertoire
To test the potential impact of the dietary preferences on the evolution of Tas2r gene repertoires, we divided the 19 reptiles into carnivores, insectivores, herbivores and omnivores (Table S1). Then we coded the diet as 0 (carnivore) and 1 (insectivore, herbivore and omnivore). After performing a regression analysis of Tas2r gene numbers against the diet codes, we detected a significant positive correlation between the number of functional Tas2r genes and dietary preference (r = 0.87 P < 0.01; Fig. 4A). The same correlation was also observed between the number of total Tas2r genes and dietary preference (r = 0.8712, P < 0.01; Fig. 4B). Our findings unambiguously indicated a significant positive correlation between the repertoire of Tas2r genes in reptiles and the abundance of potential toxins in their diets.
Discussion
Snakes have evolved to be a nontraditional model organism with extreme physiological and morphological phenotypes, such as enhanced chemoreception (Castoe et al., 2013). Though studies on behavior and anatomy of Squamates have proposed them as alternative models for taste studies (Young, 1997), the genetic basis of taste sensation of snakes has not yet been assessed. This is partly owing to the belief that snakes rely more on vision, olfaction and even infrared sensory than on taste for feeding (Gamow & Harris, 1973; Grace et al., 1999; Halpern & Kubie, 1983; Walls, 1944). Anatomical studies revealed that snakes are lack of taste buds on the mucosa of jaw and tongue (Auen & Langebartel, 1977; Uchida, 1981; reviewed in Young, 1997). Consequently, it has been suggested that the sense of taste may be reduced (Auen & Langebartel, 1977; Uchida, 1981). In the present study, we identified Tas2r genes from the genomes of 8 snake species representing five families in Serpentes for the first time. Our results revealed that lineage-specific gene expansions and contractions leading to different numbers of Tas2rs in different lineages also happened in Squamates. The extensive gene contraction in this family found in birds and cetaceans (Dong, Jones & Zhang, 2009; Hillier et al., 2004) was here also identified in snakes. Reconciliation analysis indicated that many Tas2r genes have been lost in the common ancestor in the snake lineage (Fig. 3). By contrast, genes encoding olfactory and vomeronasal receptors all show considerable expansions in snakes (Castoe et al., 2013), implying that they may rely more on other sensory systems such as olfaction than on bitter taste sensation in detecting toxic compounds.
No Tas2r genes were detected in the common garter snake. It is likely because the genome of the common garter snake contains so much ambiguous sequencing (poly N) that might prevent identification of the true number of Tas2r genes. Studies regarding feeding habits showed that the common garter snake would exclude some toxic frogs after making oral contact with them, suggesting they could sense the bitterness of poisonous food (Brodie & Tumbarello, 1978; Dumbacher, Menon & Daly, 2009). Consequently, the numbers of Tas2r genes in the common garter snake must be regarded as tentative and needs to be validated further.
Interestingly, both of the 2 lizard species examined here displayed a noticeable expansion of the Tas2r repertoire, which was also detected in the western clawed-frog (Xenopus tropicalis) and coelacanth (Latimeria chalumnae) (Behrens, Korsching & Meyerhof, 2014; Wang & Zhao, 2015). In contrast to snakes, the tip of tongue in most lizards has a high concentration of taste papillae (Schwenk, 1985). In concordance with this anatomical evidence, responses to bitter-compound-coated preys has also been widely demonstrated in many lizards (Benes, 1969; Dumbacher, Menon & Daly, 2009; Paradis & Cabanac, 2004; Price-Rees, Webb & Shine, 2011; Pricerees, Brown & Shine, 2012; Shanbhag, Ammanna & Saidapur, 2010; Stangerhall et al., 2011). Additionally, the number of pseudogenes was considerably higher than that of snakes and other reptiles. To determine whether tandem duplication had taken place in reptilian Tas2rs as it has in mammals and birds (Wang & Zhao, 2015), we examined the genomic location for the Tas2r genes. The result indicated that some Tas2rs are aligned in arrays (Table S5). This is consistent with the birth-and-death model of multigene family evolution in which the more gene duplications occur, the more pseudogenes are found (Nei, Gu & Sitnikova, 1997).
The dramatic changes of Tas2r repertoire size may reflect different selection pressures and different evolutionary processes faced by each organism in accordance with constantly changing environments (Go, 2006). On one hand, as a driving force of evolution, diets including different sets of toxins have been suggested to have shaped the variation of Tas2r repertoire across species (Li & Zhang, 2014; Wang & Zhao, 2015). In the present study, we extended this hypothesis to a different group of Squamates. It has been demonstrated that animals with extremely narrow diets may have small functional Tas2r repertoires. For example, vampire bats which feed exclusively on blood have a considerably smaller percentage of intact Tas2rs than other bats (Hong & Zhao, 2014). Snakes are strictly carnivores, feeding on animals including small mammals, birds, eggs, frogs, lizards, snails, fish, insects or other snakes (Mehrtens, 1987; Parker & Gans, 1978). This food composition contains few toxic chemicals, except for some defensive toxic secretions released by insects or newts (Brodie, Ridenhour & Iii, 2002). On the other hand, the foraging pattern may also affect the Tas2r repertoire. For example, swallowing preys items whole without chewing results in less contact with poisonous foods. In minke whales, eight out of nine Tas2r genes identified from 12 whale genomes are pseudogenes (Feng et al., 2014): this perhaps also relates to foraging patterns. Considering the dietary and swallowing foraging pattern of snakes, a reduced Tas2r repertoire makes sense. However, the small Tas2r repertoires in snakes do not necessarily imply a reduced importance of bitter taste, as smaller repertoire size could be compensated for by a large tuning breadth to bitter substances, as has been shown in human, chicken and turkey Tas2rs (Behrens, Korsching & Meyerhof, 2014; Meyerhof et al., 2010). In contrast, the green anole and the Japanese gecko are lizards with diets that mainly consist of small insects like grasshoppers, crickets, flies spiders, and other arthropods. Since most of the prey can release defensive toxic secretions (Braswell et al., 1980; Jensen et al., 2008). Therefore, lizards may encounter more bitter substances than snakes and more Tas2r genes may be required to help avoiding certain harmful compounds in insects. Our PICs analysis clearly showed a significant positive correlation between the repertoire of Tas2rs in reptiles and the amount of potential toxins in their diets. However, this analysis will be strengthened when more Tas2r data of reptiles are available. Furthermore, our results do not necessarily mean that there are no other factors influencing the Tas2r repertoire. Extra-oral functions in other systems outside the oral cavity (e.g., in central nervous system, respiratory system or cardiovascular system) may also drive the evolution of Tas2rs genes (Behrens, Prandi & Meyerhof, 2014). Some studies have suggested neutral (rather than diet-related) reasons that are responsible for variations in chemosensory repertoire size. For example, Go found that the contraction of avian Tas2r repertoire was concomitantly with reduction of the genome size (Go, 2006). In order to determine the potential relationship between the Tas2r repertoire and genome size in reptiles, we calculated the average genome size of reptiles using data from Animal Genome Size Database (http://www.genomesize.com/), which provide genome size as haploid DNA contents (C-values, in pg). As the Tas2r repertoire of snakes was smaller than birds whereas the average genome size of snakes (2.14 pg) was larger than birds (1.43 pg), we inferred that genome size reduction was not the necessary cause for the contraction of the Tas2r repertoire in snakes (Table S6). Meanwhile, the average genome size of snakes (2.14 pg) and lizards (2.15 pg) were approximately the same, suggesting that the contraction and expansion of Tas2r genes were not related to genome size in the Squamates clade.
Apart from taste receptors, signaling pathways downstream of taste receptors are indispensable for taste function. For instance, calcium homeostasis modulator 1 (Calhm1) mediates purinergic neurotransmission of bitter taste stimulant. Calhm1 knock-out mice showed severely damaged reactions to bitter stimuli (Taruno et al., 2013). Actually, pseudogenization of Calhm1 gene occurred in some species. For example, Feng found that Tas2r genes were pseudogenized in 11 whale species. Among these species, the Beluga Whale (Delphinapterus leucas) and the Omura’s whale (Balaenoptera omurai) showed indels in Calhm1 gene, resulting in pseudogenization and functionless. However, the Calhm1 gene of 9 other whales is intact and putatively functional (Feng et al., 2014). By TBLASTN, we successfully identified intact Calhm1 genes in each genome of the eight snake species (Data S3 and S4). Furthermore, to explore the functional implications of Calhm1 in snakes, we estimated the ω ratio for the Calhm1 genes with a likelihood approach by PAML. The approach was based on the ratio of non-synonymous to synonymous substitution rates (dN/dS, ω), with ω being <1, equal to 1 and >1 indicating negative or purifying selection, neutral evolution and positive selection, respectively. The ω ratio for the Calhm1 genes is significantly smaller than 1 (ω = 0.12, Table S7), suggesting that Calhm1 genes are under strong purifying selection and thus putatively functional in snakes. Combined with the genomic data of intact and deduced functional Tas2r genes in snakes, our result explicitly indicated that snakes still retain the genetic basis for bitter taste perception.
We systematically identified the Tas2r genes in 19 reptiles, and present the first description of the Tas2r repertoires of snakes. Our analysis of genomic data demonstrates that snakes may indeed possess bitter taste perception. These results point to a reduction of Tas2rs in snakes-at least in the nine species we analyzed-and provide novel insights into the evolutionary biology of taste perception and food selection of snakes and other reptiles. Future expressional and behavioral studies regarding bitter taste of reptiles will be interesting to pursue.
Supplemental Information
Funding Statement
This study was supported by the Special Fund for Forest Scientific Research in the Public Welfare (No. 201404420) and the National Natural Science Fund of China (No. 31372220, No. 31172119). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Additional Information and Declarations
Competing Interests
The authors declare there are no competing interests.
Author Contributions
Huaming Zhong conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, wrote the paper, prepared figures and/or tables, reviewed drafts of the paper.
Shuai Shang conceived and designed the experiments, analyzed the data, contributed reagents/materials/analysis tools, reviewed drafts of the paper.
Xiaoyang Wu, Jun Chen, Wanchao Zhu, Jiakuo Yan and Haotian Li performed the experiments.
Honghai Zhang conceived and designed the experiments, contributed reagents/materials/analysis tools, reviewed drafts of the paper.
Data Availability
The following information was supplied regarding data availability:
The raw data has been supplied as a Supplementary File.
References
- Auen & Langebartel (1977).Auen EL, Langebartel DA. The cranial nerves of the colubrid snakes Elaphe and Thamnophis. Journal of Morphology. 1977;154:205–222. doi: 10.1002/jmor.1051540203. [DOI] [PubMed] [Google Scholar]
- Adler et al. (2000).Adler E, Hoon MA, Mueller KL, Chandrashekar J, Ryba NJ, Zuker CS. A novel family of mammalian taste receptors. Cell. 2000;100:693–702. doi: 10.1016/S0092-8674(00)80705-9. [DOI] [PubMed] [Google Scholar]
- Bachmanov & Beauchamp (2007).Bachmanov AA, Beauchamp GK. Taste receptor genes. Annual Review of Nutrition. 2007;27:389–414. doi: 10.1146/annurev.nutr.26.061505.111329. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bachmanov et al. (2013).Bachmanov AA, Bosak NP, Lin C, Matsumoto I, Ohmoto M, Reed DR, Nelson TM. Genetics of taste receptors. Current Pharmaceutical Design. 2013;20:2669–2683. doi: 10.2174/13816128113199990566. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Behrens, Korsching & Meyerhof (2014).Behrens M, Korsching SI, Meyerhof W. Tuning properties of avian and frog bitter taste receptors dynamically fit gene repertoire sizes. Molecular Biology and Evolution. 2014;31:3216–3227. doi: 10.1093/molbev/msu254. [DOI] [PubMed] [Google Scholar]
- Behrens & Meyerhof (2013).Behrens M, Meyerhof W. Bitter taste receptor research comes of age: from characterization to modulation of TAS2Rs. Seminars in Cell and Developmental Biology. 2013;24:215–221. doi: 10.1016/j.semcdb.2012.08.006. [DOI] [PubMed] [Google Scholar]
- Behrens, Prandi & Meyerhof (2014).Behrens M, Prandi S, Meyerhof W. Taste receptor gene expression outside the gustatory system. Berlin, Heidelberg: Springer Berlin Heidelberg; 2014. [Google Scholar]
- Benes (1969).Benes ES. Behavioral evidence for color discrimination by the whiptail lizard, cnemidophorus tigris. Copeia. 1969;1969:707–722. doi: 10.2307/1441798. [DOI] [Google Scholar]
- Braswell et al. (1980).Braswell AL, Beane JC, Mitchell JC, Harrison JR, Palmer WM. Copeia. Vol. 1980. University of North Carolina Press; Chapel Hill: 1980. Amphibians and reptiles of the Carolinas and Virginia. [Google Scholar]
- Brodie, Ridenhour & Iii (2002).Brodie ED, Ridenhour BJ, Brodie III ED. The evolutionary response of predators to dangerous prey: hotspots and coldspots in the geographic mosaic of coevolution between garter snakes and newts. Evolution; International Journal of Organic Evolution. 2002;56:2067–2082. doi: 10.1111/j.0014-3820.2002.tb00132.x. [DOI] [PubMed] [Google Scholar]
- Brodie & Tumbarello (1978).Brodie ED, Tumbarello MS. The antipredator functions of dendrobates auratus (Amphibia, Anura, Dendrobatidae) skin secretion in regard to a snake predator (Thamnophis) Journal of Herpetology. 1978;12:264–265. doi: 10.2307/1563424. [DOI] [Google Scholar]
- Castoe et al. (2013).Castoe TA, De Koning AP, Hall KT, Card DC, Schield DR, Fujita MK, Ruggiero RP, Degner JF, Daza JM, Gu W, Reyes-Velasca J, Shaney KL, Castoe JM, Fox SE, Poole AW, Polanco D, Dobry J, Vandewege MW, Li Q, Schott KA, Minx P, Feschotte C, Uetz P, Ravi DA, Hoffmann FG, Bogden R, Smith EN, Chang BSW, Vonk FJ, Casewell NR, Henkel CV, Richardson MK, Mackessy SP, Bronikowski AM, Yandell M, Warren WC, Secor SM, Pollock DD. The Burmese python genome reveals the molecular basis for extreme adaptation in snakes. Proceedings of the National Academy of Sciences of the United States of America. 2013;110:20645–20650. doi: 10.1073/pnas.1314475110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chandrashekar et al. (2000).Chandrashekar J, Mueller KL, Hoon MA, Adler E, Feng L, Guo W, Zuker CS, Ryba NJ. T2Rs function as bitter taste receptors. Cell. 2000;100:703–711. doi: 10.1016/S0092-8674(00)80706-0. [DOI] [PubMed] [Google Scholar]
- Chen et al. (2004).Chen K, Durand D, Farach-Colton M. NOTUNG: a program for dating gene duplications and optimizing gene family trees. Journal of Computational Biology. 2004;7:429–447. doi: 10.1089/106652700750050871. [DOI] [PubMed] [Google Scholar]
- Cott (2010).Cott HB. The edibility of birds: illustrated by five years’ experiments and observations 1941–1946 on the food preferences of the hornet, cat and man; and considered with special reference to the theories of adaptive coloration. Proceedings of the Zoological Society of London. 2010;116:371–524. doi: 10.1111/j.1096-3642.1947.tb00131.x. [DOI] [Google Scholar]
- Davis et al. (2010).Davis JK, Lowman JJ, Thomas PJ, Hallers BFHT, Koriabine M, Huynh LY, Maney DL, Jong PJD, Martin CL, NISC Comparative Sequencing Program. Thomas JW. Evolution of a bitter taste receptor gene cluster in a new world sparrow. Genome Biology & Evolution. 2010;2:358–370. doi: 10.1093/gbe/evq027. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dong, Jones & Zhang (2009).Dong D, Jones G, Zhang S. Dynamic evolution of bitter taste receptor genes in vertebrates. BMC Evolutionary Biology. 2009;9:12. doi: 10.1186/1471-2148-9-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Drewnowski & Gomezcarneros (2000).Drewnowski A, Gomezcarneros C. Bitter taste, phytonutrients, and the consumer: a review. American Journal of Clinical Nutrition. 2000;72:1424–1435. doi: 10.1093/ajcn/72.6.1424. [DOI] [PubMed] [Google Scholar]
- Dumbacher, Menon & Daly (2009).Dumbacher JP, Menon GK, Daly JW. Skin as a toxin storage organ in the endemic New Guinean Genus Pitohui. Auk. 2009;126:520–530. doi: 10.1525/auk.2009.08230. [DOI] [Google Scholar]
- Felsenstein (1985).Felsenstein J. Phylogenies and the comparative method. American Naturalist. 1985;125:1–15. doi: 10.1086/284325. [DOI] [PubMed] [Google Scholar]
- Feng et al. (2014).Feng P, Zheng J, Rossiter SJ, Wang D, Zhao H. Massive losses of taste receptor genes in toothed and baleen whales. Genome Biology & Evolution. 2014;6:1254–1265. doi: 10.1093/gbe/evu095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gamow & Harris (1973).Gamow RI, Harris JF. The infrared receptors of snakes. Scientific American. 1973;228:94–100. doi: 10.1038/scientificamerican0573-94. [DOI] [Google Scholar]
- Garcia & Hankins (1975).Garcia J, Hankins W. The evolution of bitter and the acquisition of toxiphobia. Academic Press; Melbourne: 1975. [Google Scholar]
- Glendinning (1994).Glendinning JI. Is the bitter rejection response always adaptive? Physiology & Behavior. 1994;56:1217–1227. doi: 10.1016/0031-9384(94)90369-7. [DOI] [PubMed] [Google Scholar]
- Go (2006).Go Y. Lineage-specific expansions and contractions of the bitter taste receptor gene repertoire in vertebrates. Molecular Biology and Evolution. 2006;23:964–972. doi: 10.1093/molbev/msj106. [DOI] [PubMed] [Google Scholar]
- Grace et al. (1999).Grace MS, Church DR, Kelly CT, Lynn WF, Cooper TM. The Python pit organ: imaging and immunocytochemical analysis of an extremely sensitive natural infrared detector. Biosensors & Bioelectronics. 1999;14:53–59. doi: 10.1016/S0956-5663(98)00101-8. [DOI] [PubMed] [Google Scholar]
- Halpern & Kubie (1983).Halpern M, Kubie JL. Snake tongue flicking behavior: clues to vomeronasal system functions. Springer; US: 1983. [Google Scholar]
- Hayakawa et al. (2012).Hayakawa T, Sugawara T, Go Y, Udono T, Hirai H, Imai H. Eco-geographical diversification of bitter taste receptor genes (TAS2Rs) among subspecies of chimpanzees (Pan troglodytes) PLOS ONE. 2012;7:e43277. doi: 10.1371/journal.pone.0043277. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hayakawa et al. (2014).Hayakawa T, Suzuki-Hashido N, Matsui A, Go Y. Frequent expansions of the bitter taste receptor gene repertoire during evolution of mammals in the Euarchontoglires clade. Molecular Biology & Evolution. 2014;31:2018–2031. doi: 10.1093/molbev/msu144. [DOI] [PubMed] [Google Scholar]
- Hillier et al. (2004).Hillier LDW, Miller W, Birney E, Warren W, Hardison RC, Ponting CP, Bork P, Burt DW, Groenen MAM, Delany ME, Dodgson JB. Sequence and comparative analysis of the chicken genome provide unique perspectives on vertebrate evolution. Nature. 2004;432:695–716. doi: 10.1038/nature03154. [DOI] [PubMed] [Google Scholar]
- Hong & Zhao (2014).Hong W, Zhao H. Vampire bats exhibit evolutionary reduction of bitter taste receptor genes common to other bats. Proceedings of the Royal Society B Biological Sciences. 2014;281:20141079. doi: 10.1098/rspb.2014.1079. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Howse (1975).Howse PE. Chemical defences of ants, termites and other insects: some outstanding questions. In: Noirot C, Howse PE, Le Masne G, editors. Pheromones and defensive secretions in social insects. IUSSI; Dijon: 1975. pp. 23–40. [Google Scholar]
- Jensen et al. (2008).Jensen JB, Camp CD, Gibbons W, Elliott MJ. Amphibians and reptiles of Georgia. University of Georgia Press; Athens: 2008. [Google Scholar]
- Jiang et al. (2012).Jiang P, Josue J, Li X, Glaser D, Li W, Brand JG, Margolskee RF, Reed DR, Beauchamp GK. Major taste loss in carnivorous mammals. Proceedings of the National Academy of Sciences of the United States of America. 2012;109:4956–4961. doi: 10.1073/pnas.1118360109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Keane et al. (2006).Keane TM, Creevey CJ, Pentony MM, Naughton TJ, Mclnerney JO. Assessment of methods for amino acid matrix selection and their use on empirical data shows that ad hoc assumptions for choice of matrix are not justified. BMC Evolutionary Biology. 2006;6:29. doi: 10.1186/1471-2148-6-29. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Krogh et al. (2001).Krogh A, Larsson B, Von HG, Sonnhammer EL. Predicting transmembrane protein topology with a hidden Markov model: application to complete genomes. Journal of Molecular Biology. 2001;305:567–580. doi: 10.1006/jmbi.2000.4315. [DOI] [PubMed] [Google Scholar]
- Li & Zhang (2014).Li D, Zhang J. Diet shapes the evolution of the vertebrate bitter taste receptor gene repertoire. Molecular Biology and Evolution. 2014;31:303–309. doi: 10.1093/molbev/mst219. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lindemann (1996).Lindemann B. Taste reception. Physiological Reviews. 1996;76:718–766. doi: 10.1152/physrev.1996.76.3.719. [DOI] [PubMed] [Google Scholar]
- Liu et al. (2016).Liu Z, Liu G, Hailer F, Orozco-Terwengel P, Tan X, Tian J, Yan Z, Zhang B, Ming L. Dietary specialization drives multiple independent losses and gains in the bitter taste gene repertoire of Laurasiatherian Mammals. Frontiers in Zoology. 2016;13:1–9. doi: 10.1186/s12983-016-0161-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Matsunami, Montmayeur & Buck (2000).Matsunami H, Montmayeur JP, Buck LB. A family of candidate taste receptors in human and mouse. Nature. 2000;404:601–604. doi: 10.1038/35007072. [DOI] [PubMed] [Google Scholar]
- Mehrtens (1987).Mehrtens JM. Living snakes of the world in color. Social Welfare Studies. 1987;92:517–519. [Google Scholar]
- Meyerhof et al. (2010).Meyerhof W, Batram C, Kuhn C, Brockhoff A, Chudoba E, Bufe B, Appendino G, Behrens M. The molecular receptive ranges of human TAS2R bitter taste receptors. Chemical Senses. 2010;35:157–170. doi: 10.1093/chemse/bjp092. [DOI] [PubMed] [Google Scholar]
- Nei, Gu & Sitnikova (1997).Nei M, Gu X, Sitnikova T. Evolution by the birth-and-death process in multigene families of the vertebrate immune system. Proceedings of the National Academy of Sciences of the United States of America. 1997;94:7799–7806. doi: 10.1073/pnas.94.15.7799. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Paradis, Claude & Strimmer (2004).Paradis E, Claude J, Strimmer K. APE: analyses of phylogenetics and evolution in R language. Bioinformatics. 2004;20:289–290. doi: 10.1093/bioinformatics/btg412. [DOI] [PubMed] [Google Scholar]
- Paradis & Cabanac (2004).Paradis S, Cabanac M. Flavor aversion learning induced by lithium chloride in reptiles but not in amphibians. Behavioural Processes. 2004;67:11–18. doi: 10.1016/j.beproc.2004.01.014. [DOI] [PubMed] [Google Scholar]
- Parker & Gans (1978).Parker HW, Gans C. Snakes: A Natural History. The Quarterly Review of Biology. 1978;53:179. [Google Scholar]
- Price-Rees, Webb & Shine (2011).Price-Rees SJ, Webb JK, Shine R. School for skinks: can conditioned taste aversion enable bluetongue lizards (Tiliqua scincoides) to avoid toxic cane toads (Rhinella marina ) as prey? Ethology. 2011;117:749–757. doi: 10.1111/j.1439-0310.2011.01935.x. [DOI] [Google Scholar]
- Pricerees, Brown & Shine (2012).Pricerees SJ, Brown GP, Shine R. Interacting impacts of invasive plants and invasive toads on native lizards. American Naturalist. 2012;179:413–422. doi: 10.1086/664184. [DOI] [PubMed] [Google Scholar]
- Ronquist & Huelsenbeck (2003).Ronquist F, Huelsenbeck JP. MRBAYES 3 : bayesian phylogenetic inference under mixed models. Bioinformatics. 2003;19:1572–1574. doi: 10.1093/bioinformatics/btg180. [DOI] [PubMed] [Google Scholar]
- Rouquier, Blancher & Giorgi (2000).Rouquier S, Blancher A, Giorgi D. The olfactory receptor gene repertoire in primates and mouse: evidence for reduction of the functional fraction in primates. Proceedings of the National Academy of Sciences of the United States of America. 2000;97:2870–2874. doi: 10.1073/pnas.040580197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Saitou & Nei (1987).Saitou N, Nei M. The neighbor-joining method: a new method for reconstructing phylogenetic trees. Molecular Biology and Evolution. 1987;4:406–425. doi: 10.1093/oxfordjournals.molbev.a040454. [DOI] [PubMed] [Google Scholar]
- Sawyer (1989).Sawyer S. Statistical tests for detecting gene conversion. Molecular Biology & Evolution. 1989;6:526–538. doi: 10.1093/oxfordjournals.molbev.a040567. [DOI] [PubMed] [Google Scholar]
- Schwenk (1985).Schwenk K. Occurrence, distribution and functional significance of taste buds in lizards. Copeia. 1985;1985:91–101. doi: 10.2307/1444795. [DOI] [Google Scholar]
- Shanbhag, Ammanna & Saidapur (2010).Shanbhag BA, Ammanna VHF, Saidapur SK. Associative learning in hatchlings of the lizard Calotes versicolor: taste and colour discrimination. Amphibia-Reptilia. 2010;31:475–481. doi: 10.1163/017353710X518432. [DOI] [Google Scholar]
- Shang et al. (2017).Shang S, Wu X, Chen J, Zhang H, Zhong H, Wei Q, Yan J, Li H, Liu G, Sha W. The repertoire of bitter taste receptor genes in canids. Amino Acids. 2017;49:1159–1167. doi: 10.1007/s00726-017-2422-5. [DOI] [PubMed] [Google Scholar]
- Shi & Zhang (2006).Shi P, Zhang J. Contrasting modes of evolution between vertebrate sweet/umami receptor genes and bitter receptor genes. Molecular Biology and Evolution. 2006;23:292–300. doi: 10.1093/molbev/msj028. [DOI] [PubMed] [Google Scholar]
- Shi et al. (2003).Shi P, Zhang J, Yang H, Zhang YP. Adaptive diversification of bitter taste receptor genes in Mammalian evolution. Molecular Biology and Evolution. 2003;20:805–814. doi: 10.1093/molbev/msg083. [DOI] [PubMed] [Google Scholar]
- Stangerhall et al. (2011).Stangerhall KF, Zelmer DA, Bergren C, Burns SA. Taste discrimination in a lizard (Anolis carolinensis, Polychrotidae) Copeia. 2011;2001:490–498. [Google Scholar]
- Syed & Korsching (2014).Syed AS, Korsching SI. Positive Darwinian selection in the singularly large taste receptor gene family of an ‘ancient’ fish, Latimeria chalumnae. BMC Genomics. 2014;15:1–15. doi: 10.1186/1471-2164-15-650. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tamura et al. (2011).Tamura K, Peterson D, Peterson N, Stecher G, Nei M, Kumar S. MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Molecular Biology & Evolution. 2011;28:2731–2739. doi: 10.1093/molbev/msr121. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Taruno et al. (2013).Taruno A, Vingtdeux V, Ohmoto M, Ma Z, Dvoryanchikov G, Li A, Adrien L, Zhao H, Leung S, Abernethy M. CALHM1 ion channel mediates purinergic neurotransmission of sweet, bitter and umami tastes. Nature. 2013;495:223–226. doi: 10.1038/nature11906. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Thompson, Higgins & Gibson (1994).Thompson JD, Higgins DG, Gibson TJ. CLUSTAL W: improving the sensitiv ity of progressive multiple sequence alignment through sequence weighting, position specific gap penalties and weight matrix choice. Nucleic Acids Research. 1994;22:4673–4680. doi: 10.1093/nar/22.22.4673. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Uchida (1981).Uchida T. Ultrastructural and histochemical studies on the taste buds in some reptiles. Archivum Histologicum Japonicum Nippon Soshikigaku Kiroku. 1981;43:459–478. doi: 10.1679/aohc1950.43.459. [DOI] [PubMed] [Google Scholar]
- Unkiewicz-Winiarczyk & Gromysz-Kałkowska (2012).Unkiewicz-Winiarczyk A, Gromysz-Kałkowska K. Ethological defence mechanisms in insects. III. Chemical defence / Etologiczne mechanizmy obronne owadów. III. Obrona chemiczna. Annales Umcs Biologia. 2012;67:63–74. [Google Scholar]
- Walls (1944).Walls GL. The vertebrate eye and its adaptive radiation. Journal of Nervous & Mental Disease. 1944;100:332. [Google Scholar]
- Wang (2004).Wang X. Relaxation of selective constraint and loss of function in the evolution of human bitter taste receptor genes. Human Molecular Genetics. 2004;13:2671–2678. doi: 10.1093/hmg/ddh289. [DOI] [PubMed] [Google Scholar]
- Wang & Zhao (2015).Wang K, Zhao H. Birds generally carry a small repertoire of bitter taste receptor genes. Genome Biology & Evolution. 2015;7:2705–2715. doi: 10.1093/gbe/evv180. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wu, Chen & Rozengurt (2005).Wu SV, Chen MC, Rozengurt E. Genomic organization, expression, and function of bitter taste receptors (T2R) in mouse and rat. Physiological Genomics. 2005;22:139–149. doi: 10.1152/physiolgenomics.00030.2005. [DOI] [PubMed] [Google Scholar]
- Yang & Rannala (1997).Yang Z, Rannala B. Bayesian phylogenetic inference using DNA sequences: a Markov Chain Monte Carlo Method. Molecular Biology & Evolution. 1997;14:717–724. doi: 10.1093/oxfordjournals.molbev.a025811. [DOI] [PubMed] [Google Scholar]
- Young (1997).Young BA. On the absence of taste buds in monitor lizards (Varanus) and snakes. Journal of Herpetology. 1997;31:130–137. doi: 10.2307/1565343. [DOI] [Google Scholar]
- Zhou, Dong & Zhao (2009).Zhou Y, Dong DS, Zhao H. Positive selection drives the evolution of bat bitter taste receptor genes. Biochemical Genetics. 2009;47:207–215. doi: 10.1007/s10528-008-9218-y. [DOI] [PubMed] [Google Scholar]
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