Abstract
The inner ear morphology of 80 snake and lizard species, representative of a range of ecologies, is here analysed and compared to that of the fossil stem snake Dinilysia patagonica, using three-dimensional geometric morphometrics. Inner ear morphology is linked to phylogeny (we find here a strong phylogenetic signal in the data that can complicate ecological correlations), but also correlated with ecology, with Dinilysia resembling certain semi-fossorial forms (Xenopeltis and Cylindrophis), consistent with previous reports. We here also find striking resemblances between Dinilysia and some semi-aquatic snakes, such as Myron (Caenophidia, Homalopsidae). Therefore, the inner ear morphology of Dinilysia is consistent with semi-aquatic as well as semi-fossorial habits: the most similar forms are either semi-fossorial burrowers with a strong affinity to water (Xenopeltis and Cylindrophis) or amphibious, intertidal forms which shelter in burrows (Myron). Notably, Dinilysia does not cluster as closely with snakes with exclusively terrestrial or obligate burrowing habits (e.g. scolecophidians and uropeltids). Moreover, despite the above similarities, Dinilysia also occupies a totally unique morphospace, raising issues with linking it with any particular ecological category.
Keywords: ecology, evolution, labyrinth, geometric morphometrics, principal components analysis, canonical variates analysis
1. Introduction
The debate on the ecological driver(s) that led to the origin of snakes is one of the most long-lasting and controversial in biology and evolution. There are currently two main scenarios that view snakes either as deriving from worm-like burrowers (e.g. [1,2]) or from eel-like swimmers (e.g. [3,4]), and these hypotheses are often labelled as the ‘burrowing origin scenario’ and the ‘aquatic origin scenario’. One of the most recent and novel contributions to this debate [2] favoured burrowing origins, based on similarities between the inner ear of the basal fossil snake Dinilysia patagonica and that of a broad range of burrowing living squamates (i.e. lizards, amphisbaenians and snakes).
To test the hypothesis and conclusions of [2], we generated an expanded dataset consisting of 81 digital endocasts of the inner ear of squamate reptiles (about twice as many species as those in the earlier study), and refined the landmarking scheme and ecological categories. The data were subjected to a variety of statistical analyses that produced very different results from those of [2]. In this study, the implications of our finding on the origin and early evolution of snakes, and in particular the possible ecologies of Dinilysia, are discussed at length. We also examine the epistemic issues related to drawing general inferences on the evolution of this group of reptiles based on a single extinct species.
2. Material and methods
High-resolution computer tomographies (micro-CT) of the heads of 72 squamate reptiles were acquired using a Skyscan 1076 at Adelaide Microscopy (University of Adelaide, Adelaide, South Australia) (electronic supplementary material S1, table S1; see this table also for list of taxonomic authorities) and the software NRecon (Bruker microCT) was used to reconstruct stacks of images (.bmp) from the micro-CT scan data. Digital data (micro-CT scan images) of seven specimens (Anomochilus leonardi, Bipes biporus, Calabaria reinhardtii, Eryx colubrinus, Loxocemus bicolor, Python molurus, and Tropidophis haetianus) were obtained courtesy of Drs Olivier Rieppel and Jessie Maisano (Deep Scaly Project; electronic supplementary material S1, table S1). These data were then visualized in the software Avizo v. 9.0 (Konrad-Zuse-Zentrum für Informationstechnik Berlin and Visualization Sciences Group), where a digital endocast of the right inner ear was produced for each specimen via segmentation. These digital endocasts were then exported as ‘.ply’ files, a format that is suitable for landmarking in the program Landmark Editor v. 3.6 [5].
Digital endocasts (‘.ply’ format) of the fossil squamates Dinilysia and Platecarpus were available from the supplementary data in [2] (MorphoBank online repository, project 2170 [6]). We did not use other endocasts from that particular study because most digital models had low resolution and the lagenar portion was often missing (not segmented), so we opted for sampling our own set of taxa instead. Moreover, by sampling a new set of specimens and taxa we could provide a stronger test of the ecological affinity of the fossil snake Dinilysia.
All digital endocasts (81 species) were landmarked in Landmark Editor v. 3.6 [5], following the pattern shown in figure 1 and the procedure reported below.
Anatomical terms follow [7,8]. The first landmark (landmark 1) was fixed and placed at the notch marked by the point where a branch of the auditory nerve (anterior branch of the VIII nerve) [7] meets the utriculus (figure 1b). This was followed by a series of sliding semilandmarks, spaced as evenly as possible, along the anterior semicircular canal, on the line of maximum curvature facing away from the sacculus (figure 1a–c). The landmark located on the top of the crus communis was a fixed landmark (landmark 16). A second series of evenly spaced sliding semilandmarks was placed along the posterior semicircular canal, again along the line of maximum curvature facing away from the sacculus (figure 1c,d). This series terminated in a fixed landmark (landmark 30) located at a point where the posterior ampulla meets the sacculus, typically dorsal to the start of the perilymphatic duct (the canal that leads to the fenestra rotunda), and at a point where the ampulla is considerably tapered posteriorly. The next landmark (landmark 31) was also fixed and located on the dorsal end of the groove that separates lateral and anterior ampulla, with the lateral semicircular canal placed horizontally (figure 1e). This was followed by a series of evenly spaced sliding semilandmarks along the lateral semicircular canal in a posterior direction and located dorsolaterally along the canal. This series terminated in a fixed landmark (landmark 45) located at the posterior end of the lateral semicircular canal, which is typically marked by a more or less pronounced concavity at the base of the crus communis (figure 1f). The next two landmarks were fixed, and placed after the digital endocast of the inner ear was positioned following two simple steps: (i) the semicircular canals were aligned tangent to an imaginary vertical plane located to the left of the endocast (figure 1g) and (ii) the endocast was rotated about 90° counterclockwise (as seen from a dorsal perspective), so that the lateral surface of the sacculus was facing the observer (figure 1h,i). This step ensured that the sacculus was observed from a consistent angle when placing the next two landmarks. Landmark 46 was placed at the ventral end of the groove that separates anterior and posterior semicircular canals at the level of the crus communis; while landmark 47 was placed approximately in the centre of the sacculus, which seen in projection from such angle can usually be approximated to a circle. When this was not the case (i.e. the sacculus was far from hemispherical) the landmark was placed in the circumcentre, i.e. in a point that would correspond to the centre of the circumscribed circle that best fits the outline of the sacculus in the specific view obtained following steps 1 and 2. The last fixed landmark (landmark 48) was placed at the bottom of the lagena, typically at the point of maximum curvature, but excluding sutures, since the latter can create an artificial relief (figure 1j).
It should be noted that in some species the posterior semicircular canal partially intersects the lateral semicircular canal. This can create problems in the placing of evenly spaced semilandmarks along the lateral semicircular canal (landmarks 32–44). We avoided placing a semilandmark medial to the intersection (i.e. medial to the posterior semicircular canal), and placed one semilandmark anterior to the intersection and another posterior to it. This was considered to be the best solution, because with the adoption of sliding semilandmarks the spacing does not have to be strictly even, as long as the general curvature defined by these points remains representative of the general curvature of the shape that they are meant to represent [9].
The semilandmarks were approximately evenly spaced between pairs of fixed landmarks, but the actual spacing varied between species (e.g. some species have a much longer anterior semicircular canal relative to others, which nonetheless needs to accommodate the same number of semilandmarks).
The landmark configurations of all specimens are provided in electronic supplementary material S2 (‘.nts’ format). The landmark configurations (eight fixed landmarks, 40 sliding semilandmarks) were then scaled and aligned with a Procrustes superimposition using the R v. 3.3.2 [10] package geomorph v. 3.0.3 [11]. Analyses of the dataset were carried out in R v. 3.3.2 [10] using the packages geomorph v. 3.0.3 [11], Morpho v. 2.4.1.1 [12], phytools [13] and phylotools v. 0.1.2 [14], and in MorphoJ v. 1.06d [15]. Our analysis included an evaluation of the magnitude of the error due to stochastic inconsistencies in the placement of the landmarks; this was done by placing landmarks on five randomly selected species five times and then plotting the Procrustes-aligned configurations in shape space using principal components analysis (PCA)
We assessed the effect of phylogenetic signal using the function ‘physignal’ in the package geomorph v. 3.0.3 [11], using a phylogeny with branch lengths and divergence times modified (i.e. pruned of unsampled terminal taxa) from [16], and two phylogenies where the two fossil taxa Platecarpus tympaniticus and Dinilysia patagonica had been inserted into the previous phylogeny based on [3,17] and [18–20], respectively. The two trees with fossil taxa were used to take into account the uncertainty regarding the placement of Dinilysia [3,17–20] (see below for details). Phylogenetic signal was tested using both the phylogeny of extant taxa and the two trees inclusive of all taxa (79 and 81 taxa, respectively). The test was performed with 1000 random permutations
We carried out non-phylogenetic and phylogenetic Procrustes analyses of variance (ANOVA) using a randomized residual permutation procedure (1000 iterations) [21–23] to test for correlation between shape and groups defined based on ecological preference. The phylogenetic ANOVA was run only using the tree of 79 extant species, because that is the tree with less uncertainty about relationships and ecological data are available for all taxa.
We used an ordinary (i.e. non-phylogenetic) PCA to see where Dinilysia is located in shape space compared to other taxa based solely on morphology. We also carried out a phylogenetically informed principal components analysis (phylogenetic PCA, or PPCA) to provide a correction for the distribution in shape space of the taxa that may be affected by phylogenetic signal. The phylogenetic PCA was performed using the R package phytools v. 0.6-00 (function phyl.pca) [13,24]. This function relies on a model of evolution and the two options are uniform Brownian motion (BM) or Pagel's lambda (lambda). The model selected was BM, because the function was unable to analyse our dataset under the lambda model (too many variables).
We tested for correlation between centroid size (CS, an index of overall size) [25] and first principal component (PC1; from both ordinary and phylogenetic PCA) using Pearson, Kendall and Spearman methods [26]. We included a classification (group affinity) test using the ‘typprobClass’ function in the package Morpho v. 2.4.1.1 [12] to find which ecological group Dinilysia is closest to based on its first two principal components (PCs) scores (tests on scores from both ordinary and phylogenetic PCA; groups were defined for all taxa except Dinilysia).
A canonical variates analysis (CVA) was used to display how strongly defined the groups are in shape space. This analysis was first run in R using the package Morpho v. 2.4.1.1 [12] with jacknife cross-validation (1000 replicates), and then plots and diagrams were produced in MorphoJ [14]. We are not aware of the possibility of running a phylogenetically informed CVA analysis of three-dimensional landmark coordinates in either MorphoJ v.1.06d [14] or the R packages geomorph v. 3.0.3 [11] and Morpho v. 2.4.1.1 [12]. Nevertheless, we think that the results of an ordinary CVA can be useful in describing general patterns of shape change between taxa in different ecological categories, keeping in mind the caveat that in this plot shape is also in part affected by phylogenetic constraints.
The phylogenetic tree adopted for the various phylogenetic tests (phylogenetic signal, phylogenetic ANOVA, and phylogenetic PCA) using extant taxa was obtained from [16] after pruning unsampled species in Mesquite v. 3.2 [27] and retaining branch lengths. Two additional trees inclusive of the fossil taxa Platecarpus tympaniticus and Dinilysia patagonica were obtained after insertion of these fossils into the previous tree using the editing tools of Mesquite v. 3.2 [27]. The fossils were first positioned according to the phylogeny in [17], and in particular the branch of Platecarpus tympaniticus was inserted halfway between the node representing the most recent common ancestor (MRCA) of extant snakes (Ophidia) and that of the clade ((Anguimorpha, Iguania), Ophidia); while the branch of Dinilysia patagonica was inserted halfway between the nodes representing the MRCA of Liotyphlops and Anilius and the MRCA of Alethinophidia (i.e. MRCA of Anilius and Causus) (electronic supplementary material S3, figure S1a). Considering the phylogenetic uncertainty regarding the placement of our main taxon of interest (Dinilysia) [3,17–20], we also ran a series of phylogenetically informed analyses based on a tree where this taxon was basal to all extant snakes (Ophidia) (electronic supplementary material S3, figure S1b). The tip ages of the fossils were based on [28,29] for Platecarpus tympaniticus and Dinilysia patagonica, respectively. It should be noted that the specimen of Platecarpus in [2,6] is referred to as P. ‘coryphaeus’, but that is a junior synonym of P. tympaniticus [30,31]. It should also be noted that even if vertebrae of Dinilysia sp. have been reported from the Campanian of Argentina [32], the inner ear endocast from [2,6] belongs to Dinilysia patagonica proper, and that specimen cannot be younger than the upper Santonian [29]. Therefore, Platecarpus tympaniticus was assigned a tip age of 81 million years [28], while Dinilysia patagonica was assigned a tip age of 83.6 million years [29,33].
Estimates of the ecological preferences of all species (except Dinilysia, which we left as unknown) were obtained from a survey of the literature (electronic supplementary material S4, table S2). To improve comparisons we expanded the three categories of [2] into five categories: (i) generalist, for those squamates that do not show any particular preference for a particular habitat and commonly forage on the surface of the ground; (ii) arboreal, for those species that spend most of their time basking and foraging in trees or shrubs; (iii) fossorial, for those species that tend to spend a considerable amount of their time underground in burrows or that forage under loose soil and vegetation; (iv) aquatic, for those species that spend most or all of their time in an aquatic environment and often show anatomical specializations for swimming (e.g. sea snakes, mosasaurs); and (v) semi-aquatic, for those squamates that spend considerable amounts of time in the water, but often emerge to feed, bask, or reproduce (e.g. Eunectes, most homalopsids, Natrix, Intellagama).
These categories are all rather loose and overlap—placement of many species could have been in more than one of the categories—so should not be regarded as unambiguous. This is especially true for the ‘fossorial’ category (henceforth fossorial sensu lato, s.l.), because the terms ‘fossorial’ and ‘burrower’ are often used very loosely by authors to refer to active obligate burrowers (e.g. amphisbaenians), semi-fossorial/cryptic taxa (e.g. Loxocemus), as well as surface dwelling forms that can dig for prey (e.g. Aspidites). These approximations also, unfortunately, critically impair our ability to characterize the ‘burrowing origins scenario’ both empirically and hypothetically [3].
The primary ecological points of interest are ultimately those of the species that have an inner ear morphology similar to that of Dinilysia. For these species, we have presented the particular ecological information that is available in the literature. Additional notes on assignment of species to categories are provided in electronic supplementary material S4, table S2. The R scripts and settings used for our analyses are available in electronic supplementary material S5.
3. Results
The PCA of the five randomly selected species, each landmarked five times in order to estimate the magnitude of the error introduced by inconsistencies in landmark placement, shows that the selected landmarking scheme is robust and produces only small stochastic variations in the placement of the taxa in shape space. The spread of the points was always smaller than 0.030 along PC1 and smaller than 0.025 along PC2 (electronic supplementary material S3, figure S2).
The tests for phylogenetic signal rejected the null hypothesis regardless of the inclusion of fossils and the placement of Dinilysia (H0 = no phylogenetic signal present [34]) (K = 0.4008, p = 0.001 when fossils were excluded; K = 0.4047, p = 0.001 when fossils were included and Dinilysia is a stem alethinophidian; K = 0.4112, p = 0.001 when fossils were included and Dinilysia is a stem ophidian), which implies that the shape data are also affected by evolutionary history. A value of the K statistic much lower than 1 would suggest that the evolution of the inner ears of squamates did not closely conform to a uniform Brownian motion model of evolutionary change [34].
The non-phylogenetic Procrustes ANOVA found a statistically significant correlation between shapes and grouping based on ecological preferences (the null hypothesis—H0—of no difference between the group means was rejected; F79 = 3.43, p-value = 0.001). This implies that, when phylogenetic relationships are not factored in, the variability within the ecological groups is significantly less than that among different groups [19].
Because the test for phylogenetic signal rejected the null hypothesis, we also ran a phylogenetically informed Procrustes ANOVA [20]. This analysis was based on the tree containing only extant taxa, and found that, despite the presence of phylogenetic signal in the data, there is still a significant correlation between shape and ecological groups (the null hypothesis—H0—of no relationship between shape and groups was rejected; F78 = 4.37; p-value = 0.003). A limitation of this method is that it is based on a Brownian motion model of evolution (the only model currently available for Procrustes ANOVA using multivariate data [20]), and as mentioned above this model may not accurately describe the evolution of the inner ear of squamate reptiles. However, a Brownian motion model of evolution, although not ideal, still represents a reasonable approximation in the absence of a better more parameter-rich model [20].
The ordinary PCA inclusive of all species (figure 2) produced 81 PCs, the first three of which account for 51% of the total variance (electronic supplementary material S3, figure S3). The plots of the first three PCs are discussed below, but values for the first 10 PCs are available in electronic supplementary material S6, table S3. An interactive three-dimensional plot of PC1 versus PC2 versus PC3 with the same colour-coding as in figure 2 is available in electronic supplementary material S7.
Shape changes along the negative direction of PC1 correspond to an overall enlargement of the saccular region and semicircular canals that are more closely adpressed to the sacculus (especially noticeable in the anterior semicircular canal, which projects anteriorly further away along positive values of PC1). Changes along the negative direction of PC2 correspond to an overall antero-posterior stretching of the whole inner ear cavity, and a shortening of the lagena (figure 2). Changes in the negative direction of PC3 correspond to a dorsoventral expansion of the sacculus and semicircular canals; the expansion does not affect, however, the ventral extent of the lagena.
In the plot of PC1 versus PC2 the fossil snake Dinilysia falls in the extreme lower left, which corresponds to the most negative values of both PC1 and PC2, quite separate from all other taxa. The closest taxa are the snakes Cylindrophis, Xenopeltis, Loxocemus, and Myron; as noted, Cylindrophis and Xenopeltis are semi-fossorial snakes from South-East Asia with a predilection for wet environments (e.g. rivers, swamps, rice fields) [35], while Myron is a semi-aquatic snake that lives in mangrove flats, creeks and estuaries of northern Australia and New Guinea [36]. Loxocemus is a semi-fossorial snake that does not actively dig burrows, but hides in loose soil and leaf litter [35]. It is important to note that there is considerable overlap of squamates with different ecologies in this plot, but generalist forms tend to stay clustered around the centre, while fossorial and arboreal forms are the only ones that spread, respectively, to the far left (PC1 strongly negative) and far right (PC1 strongly positive) sides of the plot. The obligate burrowing snakes that are representative of the ‘Scolecophidia’ (all except Acutotyphlops) occupy a part of morphospace that is quite distinct from all other snakes, with very high values of PC2, and values of PC1 that are close to the mean (PC1 = 0.0).
In the plot of PC1 versus PC3 the fossil snake Dinilysia is placed closest to the semi-fossorial snakes Cylindrophis and Xenopeltis (as in PC1 versus PC2), but the semi-aquatic homalopsid snakes Myron and Fordonia are not far away (figure 2). No obligate burrowing forms occupy the bottom right shape space quadrant, where PC1 values are positive and PC3 values are negative.
In the plot of PC2 versus PC3 Dinilysia falls at the bottom of the cluster, surrounded by aquatic (Erpeton) and semi-aquatic (Myron and Enhydris) snakes as well as one arboreal taxon (Ahaetulla). In this plot most species tend to be closely clustered together, with the notable exception of some obligate burrowing forms (mostly scolecophidians), which are scattered in the top right quadrant corresponding to positive values of PC2 and PC3.
The phylogenetic PCA is a rigid rotation of the ordinary PCA axis to better represent distances between specimens in accordance to a phylogenetic tree and an evolutionary model [37]. This rotation causes the scatterplots on the phylogenetic PCs (PPCs) to look quite different from those on the ordinary PCs. However, not much changes regarding the isolation of Dinilysia from all other taxa and the species that are morphologically the closest (figure 3), regardless of which tree is used. The plots of the PPCs based on the tree with Dinilysia as a stem ophidian are almost identical (results not shown, but first 10 PPCAs for both analyses are available in electronic supplementary material S8, table S4). Most of the variance is explained by the first three PPCs (approx. 57%; regardless of the tree used; electronic supplementary material S3, figure S4). In the plot of PPC1 versus PPC2, Dinilysia is still placed close to the semi-fossorial snakes Cylindrophis, Loxocemus and Xenopeltis, as well as the semi-aquatic Myron; in the plot of PPC1 versus PPC3, Dinilysia is very far from all taxa, and the closest taxa are the semi-fossorial squamates Anilius, Cylindrophis, Dibamus and Loxocemus, as well as the semi-aquatic snakes Enhydris and Myron; in the plot of PPC3 versus PPC2, the position of Dinilysia is quite different from that shown by ordinary PC3 versus PC2. Here this taxon is placed among species of various ecologies, and the closest are the semi-fossorial snake Calabaria, the semi-aquatic snake Laticauda, and the generalist lizard Varanus.
Unlike in the ordinary PCA, the points on the PPCA plots look much more evenly spread out in shape space. Similarly to the ordinary PCA, however, all ecological groups still tend to overlap. Interestingly, no arboreal forms have negative values of PPC1, probably due to their expanded anterior semicircular canal (figure 3).
In figure 3 landmark configurations representative of positive and negative extremes of each PPC axis are not shown because in these plots the transformed data are not the actual shapes, but shape differences from the estimated root standardized by branch lengths [37]. This makes mental interpolation between extreme configurations non-intuitive; therefore we decided to add to the plots actual configurations of specimens that fall approximately on opposite sides along each PPC and across from the origin (which, again, unlike ordinary PCA does not represent the average Procrustes landmark configuration, but the configuration of the hypothetical ancestor reconstructed at the most basal node of the tree [37]). A three-dimensional plot of the first three PPCAs is available in electronic supplementary material S9.
The tests for a possible correlation between both ordinary and phylogenetic PC1s and centroid size (an index of overall size) [22] could not reject the null hypothesis of no association between the tested variables (i.e. H0 = there is no correlation between the two tested variables that differs from what we might expect to occur randomly) [23] under all alternative methods (for correlation with ordinary PC1, Pearson's method: t79 = 0.696, cor = 0.078, p = 0.488; Kendall's method: z = 1.93, τ = 0.146, p = 0.053; Spearman's method: S = 70674, ρ = 0.202, p = 0.071—for correlation with phylogenetic PC1 and Dinilysia as a stem alethinophidian, Pearson's method: t79 = −0.3614, cor = −0.041, p = 0.719; Kendall's method: z = −1.21, τ = −0.092, p = 0.224; Spearman's method: S = 100770, ρ = −0.138, p = 0.219—for correlation with phylogenetic PC1 and Dinilysia as a stem ophidian, Pearson's method: t79 = −0.3557, cor = −0.040, p = 0.723; Kendall's method: z = −1.17, τ = −0.088, p = 0.243; Spearman's method: S = 100360, ρ = −0.133, p = 0.235). This means that overall size has no statistically significant effect on the values of both ordinary and phylogenetic PC1.
We then tested in which group Dinilysia would be classified based on its PCs scores from the ordinary and phylogenetic PCAs (first 2 PCs) using the typprobClass function in the package Morpho v. 2.4.1.1 [12]. This method produces the typicality probability that a given specimen belongs to each of the defined groups based on its distance from the group means. As a given specimen can fall within multiple groups (or none of them), these probabilities do not necessarily sum to 1. Using this method and the first two PCs Dinilysia was most plausibly classified as a fossorial (s.l.) snake, semi-aquatic was not far behind, and all probabilities were low regardless of phylogenetic correction and tree adopted. The results based on the ordinary PCA were p = 0.044 for fossorial, p = 0.020 for semi-aquatic, p = 0.005 for generalist, p = 0.004 for aquatic, and p = 0.001 for arboreal. There was a very high probability (0.98) that Dinilysia fits none of these groups—i.e. falls outside of the group inclusive of all defined groups (a second analysis was run where all snakes except Dinilysia were assigned to the same group). The results based on first two PCs of the phylogenetic PCA are not too dissimilar regardless of whether Dinilysia is considered a stem alethinophidian or a stem ophidian. When Dinilysia is a stem alethinophidian: p = 0.049 for fossorial, p = 0.018 for semi-aquatic, p = 0.007 for generalist, p = 0.003 for aquatic, and p = 0.001 for arboreal. When Dinilysia is a stem ophidian: p = 0.058 for fossorial, p = 0.021 for semi-aquatic, p = 0.008 for generalist, p = 0.003 for aquatic, and p = 0.001 for arboreal. The probability that Dinilysia does not belong to any group is again very high regardless of the position of this fossil (0.98 when Dinilysia is a stem alethinophidian, and 0.97 when it is a stem ophidian).
Ordinary CVA was used to illustrate the strength of the separation of the different ecological groups in shape space, and to detect which morphological changes define the different groups. With five groups, all variance in the dataset was described by four canonical variates (CV1 = 50.39%; CV2 = 19.24%; CV3 = 17.89%; CV4 = 12.48%). The plot of CV1 versus CV2 shows that fossorial and aquatic forms can be readily distinguished, while there is some degree of overlap among the other groups (figure 4). The plot of CV1 versus CV3 separates fossorial and semi-aquatic forms, with the notable exception of Pantherophis guttatus, which, despite being classified as a generalist, still falls inside the 90% confidence ellipsoid of semi-aquatic forms. In this plot arboreal forms are also largely separated from the other groups. The plot of CV2 versus CV4 is the best at separating generalist and aquatic taxa.
As expected, the most apparent morphological changes are described by the first two canonical variates, which show that taxa with high positive values of CV1 tend to have a more well developed anterior semicircular canal and lateral ampulla (the size of which is also correlated with that of the anterior ampulla). These taxa also have a relatively smaller sacculus, and consequently a lateral semicircular canal that does not extend as far laterally as in taxa with negative CV1 scores (e.g. fossorial forms). CV2 is the axis that best separates aquatic forms from the rest. The shape change associated with positive values can be described as a general mediolateral compression of the whole inner ear. CV3 is the axis that best separates semi-aquatic forms from the rest, and changes in the positive direction along this axis can be summarized as a general increase in the size of the sacculus and lateral bulging of the horizontal semicircular canal. This is similar to the change associated with negative values of CV1, but unlike the latter, the anterior semicircular canal and the lateral ampulla are not reduced in size as much. Generalist forms tend to have negative values of CV4, and values of CV2 of less than 2, which means that their inner ears are not mediolaterally compressed (unlike aquatic forms, which show values of CV2 of more than 4), and at the same time they tend to have an anterior semicircular canal that presents a more pronounced concavity in lateral view (figure 4).
The CVA jacknife cross-validation results, obtained with the R package Morpho v. 2.4.1.1 [12], are indicative of a very strong ecological signal in the data, since the overall classification accuracy was 98.75%, with only one generalist species misclassified as semi-aquatic (Kappa statistic = 0.9837).
4. Discussion
In a novel recent contribution to the debate on the ecological context for the origin of snakes, Yi & Norell [2] provided an argument in favour of the burrowing origin of this group. The main points they raised and their line of reasoning can be summarized as follows: (i) Dinilysia is a stem snake close to the most recent common ancestor of living snakes according to most phylogenetic analyses (e.g. [18–20]); (ii) Dinilysia exhibits an inner ear morphology that is very similar to that of certain burrowing squamates (notably the enlarged spherical sacculus; termed ‘vestibule’ in [2]); (iii) according to their predictive model, both Dinilysia and the reconstructed ‘hypothetical ancestor of crown snakes’ are classified as burrowing forms based on a comparison with modern species of known ecology; (iv) burrowing is a predominant lifestyle in the most basal lineages of crown snakes; (v) therefore, snakes must have had a burrowing origin.
Yi & Norell's work [2] is a valuable and important contribution to the debate on snake origins; however, their dataset included only a relatively small sample of squamate diversity (43 extant species), most of which were burrowers (20 out of 43); they only considered three broad ecological categories (aquatic, burrowing, generalist); and their landmarking scheme focused only on shape changes involving the distance between the sacculus and the horizontal semicircular canal (they placed no landmarks or semilandmarks on anterior and posterior semicircular canals).
In contrast, the dataset analysed here includes almost twice as many taxa, subdivided the species in five traditional ecological categories (noting as well the difficulties with the fossorial category) to improve the precision and discriminatory power of our analysis, and adopted a new landmarking scheme that takes into account not only the size of the sacculus but also the shape of all three semicircular canals and the ventral extent of the lagena. We did not estimate the shape of the ‘hypothetical ancestor’ of crown snakes since that is highly dependent on the taxa sampled and the phylogeny used (the exact position of Dinilysia is still debated (e.g. [17–20]); and the closest outgroup to snakes might be iguanians, anguimorphs or mosasauroids (e.g. [16,17,20]).
Our results place Dinilysia very close to the extant snake Xenopeltis (corroborating the results of [2]); however, we also find that certain semi-aquatic snakes, namely homalopsids, are very close to Dinilysia as well. This contradicts the claim by [2] that a large spherical sacculus (their ‘vestibule’) is diagnostic of burrowing forms. Such morphology can also be found in semi-aquatic snakes (not sampled in the earlier study), and is absent in some typical obligate burrowers like scolecophidians, or other semi-fossorial snakes such as Calabaria or Brachyurophis. It is also important to note that scolecophidians are widely considered to be the most basal lineage(s) of crown snakes both historically [38] and in recent phylogenetic analyses [16–20]. If this is indeed an accurate phylogenetic position for these snakes, then contra [2], it might be expected that Dinilysia would display an inner ear morphology similar to scolecophidian snakes if burrowing was indeed primitive for snakes. The sharp differences between the inner ears of Dinilysia and scolecophidians are not easily explicable if all are considered to share a common burrowing ancestry.
Our Procrustes ANOVA (both phylogenetic and non-phylogenetic) and CVA found a strong correlation between shape and habitat groups, and our classification test placed Dinilysia among fossorial s.l. forms (note: this ecological group includes both semi-fossorial and obligate burrowers) with the highest (but overall very low; 4.4–5.8%) probability (in agreement with [2]). Our new study raises two important caveats. (i) Dinilysia occupies a portion of morphospace outside the clouds of all five ecological categories of living squamates. While the classification test favours the fossorial category over all other categories (0.044–0.058), the semi-aquatic category is not far behind (0.018–0.021), and the most likely placement is outside of all five categories (0.97–0.98). (ii) It should be kept in mind that the data are affected by phylogenetic signal (contra [2]), which might cause the grouping of Dinilysia with Cylindrophis and Xenopeltis, which are all relatively basal snakes under some phylogenetic hypotheses (i.e. similarity due to common ancestry, and not similarity due to convergence and convergent ecologies), although this possibility seems to be excluded by the results of our phylogenetic PCA (figure 3), provided that our adoption of the Brownian motion model of evolution is a reasonable enough approximation. The resemblance between the inner ear of Dinilysia and that of the semi-aquatic homalopsids, however, cannot be due to close phylogenetic relationship, because homalopsids are very derived snakes nested within the clade Colubroidea [16]. Such resemblance is more likely due to convergence, and if so, the habitat preference implied is semi-aquatic to semi-fossorial, not pure burrowing.
Moreover, Xenopeltis and Cylindrophis, the two snakes that we retrieved closest to Dinilysia in the plots of PC1 versus PC2 and PPC1 versus PPC2 (figures 2 and 3), are traditionally classified as fossorial, but both species also have an affinity for very wet habitats; Cylindrophis is known to feed on eels, and Xenopeltis is commonly found in swamps and rice fields [35]. The semi-aquatic, cryptozoic homalopsid snake Myron is also very close to Dinilysia (both in PC1 versus PC2 and PPC1 versus PPC2). All these species have an ecological preference for wet environments as well as burrows (crab burrows in the case of Myron [36]), raising the likelihood that Dinilysia had similar habits. Interestingly, Loxocemus, which is also placed close to Dinilysia both in PC1 versus PC2 and in PPC1 versus PPC2, is another of those taxa generically classified as ‘fossorial’, but which in truth is not an active burrower and simply hides in loose soil and leaf litter [35].
In the same plots (PC1 versus PC2 and PPC1 versus PPC2), terrestrial active burrowers (e.g. the uropeltid Teretrurus, scolecophidians, Eryx, Calabaria) are all farther away from Dinilysia than are Xenopeltis, Loxocemus, Cylindrophis and Myron.
Figure 5 summarizes the main observations about the shape of the inner ear in the examined taxa. Generalist forms tend to have a sacculus that is similar in size to the lagena (figure 5a,b), and anterior and posterior semicircular canals that are also comparable in size; arboreal forms tend to be characterized by a relatively larger and stouter anterior semicircular canal (figure 5c); while aquatic taxa tend to resemble generalists (figure 5d), and do not appear to have diverged considerably in the geometry of their inner ear, something that is highlighted by the extensive overlap between these two categories in the principal component analyses (figures 2 and 3). Semi-aquatic snakes, on the other hand, especially those belonging to the Homalopsidae, tend to have a relatively much larger sacculus (figure 5e), a condition very similar to that observed in some fossorial and semi-fossorial forms (figure 5f–h). It is important to note, however, that not all fossorial and semi-fossorial snakes share an expanded sacculus. For example this condition is not observed in Calabaria reinhardtii (figure 5i), Brachyurophis australis (figure 5j) or scolecophidian snakes, e.g. Liotyphlops beui (figure 5k). Among the illustrated species, the inner ear of Dinilysia patagonica (figure 5l) certainly resembles most closely those of Myron (figure 5e), Xenopeltis (figure 5f), and Cylindrophis (figure 5h), a resemblance that is supported by the results of our principal component analyses. Such resemblance cannot be attributed to an exclusively burrowing ecology, since Myron is semi-aquatic, and not an active terrestrial burrower. Moreover, the link between a large sacculus and burrowing habits is far from unequivocal, as illustrated by snakes like Calabaria, Liotyphlops and Brachyurophis. It is also important to point out that, contrary to [2], a large fenestra ovalis is not necessarily indicative of fossorial habits either, since this feature is present in the generalist snake Naja siamensis (figure 5b), and is absent in scolecophidian snakes, which are all obligate, active burrowers.
Yi & Norell [2] stated that all most basal lineages of crown snakes are fossorial and this should be taken as indication that snakes likely had a burrowing origin. This argument has a long and venerable history, dating back at least to [38]. However, we should keep in mind that snakes originated in the Mesozoic, where they were already quite diverse and occupied various niches inclusive of both terrestrial and aquatic environments [39,40]. The fact that living lineages of presumed basal snakes are all fossorial or semi-fossorial may be the result of ecological screening through the last mass extinction at the end of the Cretaceous (K-Pg boundary), where burrowing lineages of snakes may have survived thanks to their habitat preference [41]. Any inference on the ancestral ecology of snakes that is based only on the lineages that made it past the last mass extinction would thus be unavoidably biased.
There is strong evidence from bone histology and microanatomy that several stem ophidians from the Upper Cretaceous (e.g. Eupodophis, Haasiophis, Mesophis, Pachyophis, Pachyrhachis, Simoliophis) were aquatic [42–44], and this may be indicative of an aquatic ancestry of the group, as suggested by several previous studies (e.g. [45–48]). The semi-aquatic habits suggested for Dinilysia in this study may well be a reflection of the morphological adaptations from an aquatic ancestry, possibly overprinted by a new terrestrial ecology. A mixture of phylogenetic constraints (aquatic morphology) and partial adaptation to a terrestrial ecology (semi-burrowing morphology) may also be responsible for the placement of the inner ear of Dinilysia in a portion of morphospace that is quite unique and different from that of any of the extant ecological groups. Situations where fossil species fall outside all groups defined by modern taxa and their ecologies are quite common (e.g. [49,50]), and simply mean that inferences about the palaeoecology of these fossils need to be done with alternative possibilities carefully noted and integrated with other sources of data.
5. Conclusion
Our study shows that the large spherical sacculus, a hallmark of burrowing habits according to [2], is not unique to fossorial squamates, but is also observed in certain semi-aquatic forms. Moreover, such a shape is not typical of all burrowers, since many typical burrowers/semi-burrowers (e.g. scolecophidians, Calabaria, Brachyurophis) lack an enlarged sacculus. We find that, with the exception of Loxocemus, all the living snakes with inner ears most similar to Dinilysia have an ecological preference that includes both burrows and wet habitats (although Myron is not an active burrower). Given this, semi-aquatic habits cannot be rejected for the fossil snake Dinilysia, and this may or may not be the result of a more fully aquatic heritage. Dinilysia may well have had a predilection for burrows (not necessarily actively excavated) as well as aquatic environments, most likely fluvial, as suggested by the lithotypes associated with the specimens, i.e. sandstones and conglomerates. Interestingly, burrows are also common in the same unit [29,51,52]. Such ecology would not be too dissimilar from that of living homalopsids, which have been suggested to be a good analogue for the ancestral snake [53].
Trying to make predictions of the ecological driver that spurred the origin of a very diverse group of organisms with a poor fossil record can only be an extremely difficult task. Such questions cannot be conclusively answered by looking at a single fossil species (in this case Dinilysia), which may or may not have been representative of the ancestral ecology of the group. This is especially evident if we consider that the oldest stem snakes appeared in the Late Jurassic, about 80 million years before Dinilysia, with an already broad ecological and geographical distribution [40], and that it took much less than that (i.e. 25 million years [54]) for Australasian elapid snakes to radiate into all five ecological categories (generalist, fossorial, semi-aquatic, aquatic, arboreal). It is of course possible that snakes evolved from among lizards as a result of an adaptation to a purely burrowing, or an exclusively aquatic environment, but either of these scenarios may be too simplistic.
Moreover, the ecological factor(s) that drove the evolution of the unique skull anatomy of snakes (notably cranial kinesis) may be different from what drove body elongation and limb loss [40]. In fact, cranial specializations and axial elongation are not necessarily coupled, since many limbless and elongated lizards lack evidence of cranial specialization (e.g. cranial anatomy of limbless anguids, such as Ophisaurus and Pseudopus, is mostly conserved regardless of limb loss and body elongation [55,56]), while the fossil stem amphisbaenian Cryptolacerta hassiaca shows cranial specializations for burrowing but no body elongation nor limb loss [57].
As is evident in modern snakes, limbless locomotion can be very effective in multiple environments: above ground, through soil and litter, in the trees, in the littoral zone, or in deep water. Regardless of the particular environment in which the first snakes evolved, we might expect that once limblessness had been selected for one environment, very rapid radiation into other environments could well have followed, making it difficult if not impossible to infer the original selective context. To further complicate matters, if limb loss (or at least, the final stages of limb loss) has occurred many times throughout snake evolution, as suggested by the fossil record and comparative morphology of extant forms [58], then the original selective context linking limb reduction to any one environment might be virtually impossible to discover. Indeed, different lineages—or even the same lineage at different points in time—might have been exposed to different selective contexts.
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Acknowledgements
We would like to thank R. Williams at Adelaide Microscopy (University of Adelaide) for the assistance provided while using the micro-CT scanning facility; O. Rieppel, M. Kearney, J. Maisano, and M. Colbert for providing the micro-CT scan data of Anomochilus leonardi, Bipes biporus, Calabaria reinhardtii, Eryx colubrinus, Loxocemus bicolor, Python molurus, and Tropidophis haetianus (data acquired under the Deep Scaly Project, NSF grant EF-0334961); H. Yi and M. Norell for providing the inner ear models for Dinilysia and Platecarpus (data publicly available on MorphoBank online repository, project 2170); C.P. Klingenberg for comments on an early draft of this manuscript; M.E. Jones for discussion; and the two reviewers, M. Laurin and J.-C. Rage, for helpful comments and suggestions that improved our manuscript.
Data accessibility
Additional resources are available as supplementary data at: http://dx.doi.org/10.5061/dryad.ft0qm [59].
Authors' contributions
A.P. designed the study, collected the data, carried out the statistical analyses, prepared the figures and tables, and drafted the manuscript; M.N.H., M.W.C. and M.S.Y.L. helped draft the manuscript. All authors gave final approval for publication.
Competing interests
The authors declare no competing interests.
Funding
Financial support came from the Australian Research Council for funding to M.S.Y.L. and A.P. (grant no. DP 160103005).
References
- 1.Conrad JL. 2008. Phylogeny and systematics of Squamata (Reptilia) based on morphology. Bull. Am. Mus. Nat. Hist. 310, 1–182. (doi:10.1206/310.1) [Google Scholar]
- 2.Yi H, Norell MA. 2015. The burrowing origin of modern snakes. Sci. Adv. 1, e1500743 (doi:10.1126/sciadv.1500743) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Caldwell MW. 2007. Snake phylogeny, origins, and evolution: the role, impact, and importance of fossils (1869–2006). In Major transitions in vertebrate evolution (eds Anderson JS, Sues H-D), pp. 253–302. Bloomington and Indianapolis, IN: Indiana University Press. [Google Scholar]
- 4.Lee MSY, Palci A, Jones MEH, Caldwell MW, Holmes JD, Reisz RR. 2016. Aquatic adaptations in the four limbs of the snake-like reptile Tetrapodophis from the Lower Cretaceous of Brazil. Cretac. Res. 66, 194–199. (doi:10.1016/j.cretres.2016.06.004) [Google Scholar]
- 5.Wiley DF, et al. 2007. Landmark Editor Version 3.6: Institute for Data Analysis and Visualization. Davis, CA: University of California. [Google Scholar]
- 6.Yi H, Norell MA. 2015. Data from: The burrowing origin of modern snakes. Sci. Adv. 1, e1500743 (doi:10.1126/sciadv.1500743) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Wever EG. 1978. The reptile ear, its structure and function. Princeton, NJ: Princeton University Press. [Google Scholar]
- 8.Kardong KV. 2002. Vertebrates: comparative anatomy, function, evolution. New York, NY: McGraw-Hill. [Google Scholar]
- 9.Gunz P, Mitteroecker P. 2013. Semilandmarks: a method for quantifying curves and surfaces. Hystrix 24, 103–109. [Google Scholar]
- 10.R Core Team. 2016. R: a language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; See https://www.R-project.org/. [Google Scholar]
- 11.Adams DC, Otarola-Castillo E. 2013. Geomorph: an R package for the collection and analysis of geometric morphometric shape data. Methods Ecol. Evol. 4, 393–399. (doi:10.1111/2041-210X.12035) [Google Scholar]
- 12.Schalger S.2016. Morpho: calculations and visualizations related to geometric morphometrics. R package version 2.4.1.1. See https://CRAN.R-project.org/package=Morpho .
- 13.Revell LJ. 2012. Phytools: an R package for phylogenetic comparative biology (and other things). Methods Ecol. Evol. 3, 217–223. (doi:10.1111/j.2041-210X.2011.00169.x) [Google Scholar]
- 14.Zhang J, Pei N, Mi X.2012. Phylotools: phylogenetic tools for eco-phylogenetics. R package version 0.1.2. See https://CRAN.R-project.org/package=phylotools .
- 15.Klingenberg CP. 2011. MorphoJ: an integrated software package for geometric morphometrics. Mol. Ecol. Resour. 11, 353–357. (doi:10.1111/j.1755-0998.2010.02924.x) [DOI] [PubMed] [Google Scholar]
- 16.Zheng Y, Wiens JJ. 2016. Combining phylogenomic and supermatrix approaches, and a time-calibrated phylogeny for squamate reptiles (lizards and snakes) based on 52 genes and 4,162 species. Mol. Phylogenet. Evol. 94, 537–547. (doi:10.1016/j.ympev.2015.10.009) [DOI] [PubMed] [Google Scholar]
- 17.Reeder TW, Townsend TM, Mulchahy DG, Noonan BP, Wood PL, Sites JW, Wiens JJ. 2015. Integrated analyses resolve conflicts over squamate reptile phylogeny and reveal unexpected placements for fossil taxa. PLoS ONE 10, e0118199 (doi:10.1371/journal.pone.0118199) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Gauthier JA, Kearney M, Maisano JA, Rieppel O, Behlke ADB. 2012. Assembling the squamate tree of life: perspectives from the phenotype and the fossil record. Bull. Peabody Mus. Nat. Hist. 53, 3–308. (doi:10.3374/014.053.0101) [Google Scholar]
- 19.Zaher H, Scanferla CA. 2012. The skull of the Upper Cretaceous snake Dinilysia patagonica Smith-Woodward, 1901, and its phylogenetic position revisited. Zool. J. Linn. Soc. 164, 194–238. (doi:10.1111/j.1096-3642.2011.00755.x) [Google Scholar]
- 20.Hsiang AY, Field DJ, Webster TH, Behlke ADB, Davis MB, Racicot RA, Gauthier JA. 2015. The origin of snakes: revealing the ecology, behavior, and evolutionary history of early snakes using genomics, phenomics, and the fossil record. BMC Evol. Biol. 15, 87 (doi:10.1186/s12862-015-0358-5) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Goodall C. 1991. Procrustes methods in the statistical analysis of shape. J. R. Statist. Soc. B 53, 285–339. [Google Scholar]
- 22.Anderson MJ. 2001. A new method for non-parametric multivariate analysis of variance. Austral Ecol. 26, 31–46. (doi:10.1111/j.1442-9993.2001.01070.pp.x) [Google Scholar]
- 23.Adams DC. 2014. A method for assessing phylogenetic least squares models for shape and other high-dimensional multivariate data. Evolution 68, 2675–2688. (doi:10.1111/evo.12463) [DOI] [PubMed] [Google Scholar]
- 24.Revell LJ. 2009. Size-correction and principal components for interspecific comparative studies. Evolution 63, 3258–3268. (doi:10.1111/j.1558-5646.2009.00804.x) [DOI] [PubMed] [Google Scholar]
- 25.Zelditch ML, Swiderski DL, Sheets HD. 2012. Geometric morphometrics for biologists: a primer. London, UK: Academic Press. [Google Scholar]
- 26.Hollander M, Wolfe DA. 2014. Nonparametric statistical methods. Hoboken, NJ: John Wiley and Sons. [Google Scholar]
- 27.Maddison WP, Maddison DR.2017. Mesquite: a modular system for evolutionary analysis. Version 3.2. See http://mesquiteproject.org .
- 28.Konishi T, Caldwell MW. 2011. Two new plioplatecarpine (Squamata, Mosasauridae) genera from the Upper Cretaceous of North America, and a global phylogenetic analysis of plioplatecarpines. J. Vertebr. Paleontol. 31, 754–783. (doi:10.1080/02724634.2011.579023) [Google Scholar]
- 29.Caldwell MW, Albino AM. 2001. Palaeoenvironment and palaeoecology of three Cretaceous snakes: Pachyophis, Pachyrhachis, and Dinilysia. Acta Palaeontol. Pol. 46, 203–218. [Google Scholar]
- 30.Konishi T, Caldwell MW. 2007. New specimens of Platecarpus planifrons (Cope, 1874) (Squamata: Mosasauridae) and a revised taxonomy of the genus. J. Vertebr. Paleontol. 27, 59–72. (doi:10.1671/0272-4634(2007)27[59:NSOPPC]2.0.CO;2) [Google Scholar]
- 31.Konishi T, Caldwell MW, Bell GL Jr. 2010. Redescription of the holotype of Platecarpus tympaniticus Cope, 1869 (Mosasauridae: Plioplatecarpinae), and its implications for the alpha taxonomy of the genus. J. Vertebr. Paleontol. 30, 1410–1421. (doi:10.1080/02724634.2010.501464) [Google Scholar]
- 32.Scanferla CA, Canale JI. 2007. The youngest record of the Cretaceous snake genus Dinilysia (Squamata, Serpentes). South Am. J. Herpetol. 2, 76–81. (doi:10.2994/1808-9798(2007)2[76:TYROTC]2.0.CO;2) [Google Scholar]
- 33.Cohen KM, Finney SC, Gibbard PL, Fan J-X. 2013. The ICS international chronostratigraphic chart. Episodes 36, 199–204. [Google Scholar]
- 34.Adams DC. 2014. A generalized K statistic for estimating phylogenetic signal from shape and other high-dimensional multivariate data. Syst. Biol. 63, 685–697. (doi:10.1093/sysbio/syu030) [DOI] [PubMed] [Google Scholar]
- 35.O'Shea M. 2007. Boas and pythons of the world. Princeton, NJ: Princeton University Press. [Google Scholar]
- 36.Cogger HG. 2014. Reptiles and amphibians of Australia. Collingwood, Australia: CSIRO Publishing. [Google Scholar]
- 37.Polly PD, Lawing AM, Fabre A-C, Goswami A. 2013. Phylogenetic principal components analysis and geometric morphometrics. Hystrix 24, 33–41. [Google Scholar]
- 38.Bellairs A d'A, Underwood G. 1951. The origin of snakes. Biol. Rev. 26, 193–237. (doi:10.1111/j.1469-185X.1951.tb00646.x) [DOI] [PubMed] [Google Scholar]
- 39.Rage J-C, Escuillié F. 2003. The Cenomanian: stage of hindlimbed snakes. Carnets de Géologie 1, 1–11. [Google Scholar]
- 40.Caldwell MW, Nydam RL, Palci A, Apesteguía S. 2015. The oldest known snakes from the Middle Jurassic-Lower Cretaceous provide insights on snake evolution. Nat. Commun. 6, 5996 (doi:10.1038/ncomms6996) [DOI] [PubMed] [Google Scholar]
- 41.Robertson DS, McKenna MC, Toon OB, Hope S, Lillegraven JA. 2004. Survival in the first hours of the Cenozoic. Geol. Soc. Am. Bull. 116, 760–768. (doi:10.1130/B25402.1) [Google Scholar]
- 42.Buffrénil V, Rage J-C. 1993. La ‘pachyostose’ vertébrale de Simoliophis (Reptilia, Squamata): données comparatives et considérations fonctionnelles. Annls Paléont. 79, 315–335. [Google Scholar]
- 43.Houssaye A. 2009. ‘Pachyostosis’ in aquatic amniotes: a review. Integr. Zool. 4, 325–340. (doi:10.1111/j.1749-4877.2009.00146.x) [DOI] [PubMed] [Google Scholar]
- 44.Houssaye A. 2013. Palaeoecological and morphofunctional interpretation of bone mass increase: an example in late cretaceous shallow marine squamates. Biol. Rev. 88, 117–139. (doi:10.1111/j.1469-185X.2012.00243.x) [DOI] [PubMed] [Google Scholar]
- 45.Caprette CI, Lee MSY, Shine R, Mokany A, Downhover JF. 2004. The origin of snakes (Serpentes) as seen through eye anatomy. Biol. J. Linn. Soc. 81, 469–482. (doi:10.1111/j.1095-8312.2003.00305.x) [Google Scholar]
- 46.Lee MSY. 2005. Squamate phylogeny, taxon sampling, and data congruence. Org. Divers. Evol. 5, 25–45. (doi:10.1016/j.ode.2004.05.003) [Google Scholar]
- 47.Lee MSY, Caldwell MW. 2000. Adriosaurus and the affinities of mosasaurs, dolichosaurs, and snakes. J. Paleontol. 74, 915–937. (doi:10.1017/S0022336000033102) [Google Scholar]
- 48.Palci A, Caldwell MW. 2010. Redescription of Acteosaurus tommasinii von Meyer, 1860, and a discussion of evolutionary trends within the clade Ophidiomorpha. J. Vertebr. Paleontol. 30, 94–108. (doi:10.1080/02724630903409139) [Google Scholar]
- 49.Canoville A, Laurin M. 2010. Evolution of humeral microanatomy and lifestyle in amniotes, and some comments on paleobiological inferences. Biol. J. Linn. Soc. 100, 384–406. (doi:10.1111/j.1095-8312.2010.01431.x) [Google Scholar]
- 50.Bell A, Chiappe LM. 2011. Statistical approach for inferring ecology of Mesozoic birds. J. Syst. Palaeontol. 9, 119–133. (doi:10.1080/14772019.2010.525536) [Google Scholar]
- 51.Cazau LB, Uliana MA. 1972. El Cretácico superior continental de la Cuenca Neuquina. Actas V Congreso Geológico Argentino, Buenos Aires 3, 131–163.
- 52.Chiappe LM, Calvo JO. 1994. Neuquenornis volans, a new Late Cretaceous bird (Enantiornithes: Avisauridae) from Patagonia, Argentina. J. Vertebr. Paleontol. 14, 230–246. (doi:10.1080/02724634.1994.10011554) [Google Scholar]
- 53.Murphy JC. 2007. Homalopsid snakes: evolution in the mud. Malabar, FL: Krieger Publishing Company. [Google Scholar]
- 54.Lee MSY, Sanders KL, King B, Palci A. 2016. Diversification rates and phenotypic evolution in venomous snakes (Elapidae). R. Soc. open sci. 3, 150277 (doi:10.1098/rsos.150277) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Rieppel O. 1980. The phylogeny of anguinomorph lizards. Basel, Switzerland: Birkhäuser Verlag. [Google Scholar]
- 56.Wiens JJ, Slingluff JL. 2001. How lizards turn into snakes: a phylogenetic analysis of body-form evolution in anguid lizards. Evolution 55, 2303–2318. (doi:10.1111/j.0014-3820.2001.tb00744.x) [DOI] [PubMed] [Google Scholar]
- 57.Müller J, Hipsley CA, Head JJ, Kardjlov N, Hilger A, Wuttke M, Reisz R. 2011. Eocene lizard from Germany reveals amphisbaenian origins. Nature 473, 364–367. (doi:10.1038/nature09919) [DOI] [PubMed] [Google Scholar]
- 58.Harrington SM, Reeder TW. 2017. Phylogenetic inference and divergence dating of snakes using molecules, morphology and fossils: new insights into convergent evolution of feeding morphology and limb reduction. Biol. J. Linn. Soc. 121, 379–394. (doi:10.1093/biolinnean/blw039) [Google Scholar]
- 59.Palci A, Hutchinson MN, Caldwell MW, Lee MSY. 2017. Data from: The morphology of the inner ear of squamate reptiles and its bearing on the origin of snakes. Data Dryad Repository. (http://dx.doi.org/10.5061/dryad.ft0qm) [DOI] [PMC free article] [PubMed]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Citations
- Palci A, Hutchinson MN, Caldwell MW, Lee MSY. 2017. Data from: The morphology of the inner ear of squamate reptiles and its bearing on the origin of snakes. Data Dryad Repository. (http://dx.doi.org/10.5061/dryad.ft0qm) [DOI] [PMC free article] [PubMed]
Supplementary Materials
Data Availability Statement
Additional resources are available as supplementary data at: http://dx.doi.org/10.5061/dryad.ft0qm [59].