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1 Terrestrial force production by the limbs of a semi-aquatic salamander provides insight into the
2 evolution of terrestrial locomotor mechanics
3
4 Sandy M. Kawano1*, and Richard W. Blob2
5
6 1Department of Biological Sciences, The George Washington University, Washington, D.C.
7 20052, U.S.A.
8 2Department of Biological Sciences, Clemson University, Clemson, SC 29634, U.S.A.
9
10 *Corresponding author. E-mail: [email protected]
11
12 Running title: Kinetics of fins and limbs on land
13 Keywords: biomechanics, ground reaction force, terrestrial locomotion, salamander, fish, water-
14 to-land transition
15
16 # of tables: 7 # of figures: 3
17 Total word count (Intro, Results, Discussion, Acknowledgements, Funding, Conclusion, Figure
18 legends): 1107 + 4012 + 884 = 6003
19
20 Summary statement (15-30 words): Semi-aquatic salamanders had limb mechanics that were
21 intermediate in magnitude yet steadier than the appendages of terrestrial salamanders and
22 semi-aquatic fish, providing a framework to model semi-aquatic early tetrapods.
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23 ABSTRACT
24 Amphibious fishes and salamanders are valuable functional analogs for vertebrates that
25 spanned the water-to-land transition. However, investigations of walking mechanics have
26 focused on terrestrial salamanders and, thus, may better reflect the capabilities of stem
27 tetrapods that were already terrestrial. The earliest tetrapods were aquatic, so salamanders that
28 are not primarily terrestrial may yield more appropriate data for modelling the incipient stages of
29 terrestrial locomotion. In the present study, locomotor biomechanics were quantified from semi-
30 aquatic Pleurodeles waltl, a salamander that spends most of its adult life in water, and then
31 compared to a primarily terrestrial salamander (Ambystoma tigrinum) and semi-aquatic fish
32 (Periophthalmus barbarus) to evaluate whether walking mechanics show greater similarity
33 between species with ecological versus phylogenetic similarities. Ground reaction forces
34 (GRFs) from individual limbs or fins indicated that the pectoral appendages of each taxon had
35 distinct patterns of force production, but hind limb forces were comparable between the
36 salamanders. The rate of force development (‘yank') was sometimes slower in P. waltl but
37 generally comparable between the three species. Finally, medial inclination of the GRF in P.
38 waltl was intermediate between semi-aquatic fish and terrestrial salamanders, potentially
39 elevating bone stresses among more aquatic taxa as they move on land. These data provide a
40 framework for modelling stem tetrapods using an earlier stage of quadrupedal locomotion that
41 was powered primarily by the hind limbs (i.e., “rear-wheel drive”), and reveal mechanisms for
42 appendages to generate propulsion in three locomotor strategies that are presumed to have
43 occurred across the water-to-land transition in vertebrate evolution.
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44 INTRODUCTION
45 The evolutionary invasion of land was a seminal event in vertebrate history that has received
46 intense study, with integrative approaches filling major gaps in our understanding of how this
47 transition transpired (Ashley-Ross et al. 2013). Skeletal remains and trackways in the fossil
48 record can provide some of the most direct evidence about such historical events, yet also
49 present challenges given the limits to which fossils preserve behavior and functional
50 performance (see (Gatesy et al., 1999; Maidment et al., 2014); and references therein).
51 Consequently, extant amphibious fishes, amphibians, and reptiles have been used as functional
52 models to infer the biology of extinct tetrapodomorphs (tetrapods and tetrapod-like
53 sarcopterygian fishes) (Nyakatura et al., 2019, 2014; Pierce et al., 2013), with extant taxa
54 representing alternative strategies for invading land and potentially serving as models for
55 different functional stages as vertebrates became terrestrial. Investigations of extant taxa
56 exhibiting morphological and/or behavioral traits that are consistent with those of extinct
57 tetrapodomorphs offer particularly intriguing opportunities to evaluate how tetrapods were able
58 to leave the water’s edge (Pierce et al., 2013).
59 In considerations of locomotor performance during the invasion of land, salamanders
60 are often used as functional analogues for early tetrapods since they move between water and
61 land (Karakasiliotis et al., 2012), and exhibit a relatively generalized tetrapod Bauplan that has
62 not changed substantially for at least 150 million years (Gao and Shubin, 2001) and possibly as
63 long as 230 million years (Schoch et al., 2020). Previous studies used living salamanders to
64 gain insights into the biomechanics and muscle physiology of walking underwater (Ashley-Ross
65 et al., 2009; Azizi and Horton, 2004; Deban and Schilling, 2009; Frolich and Biewener, 1992)
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66 and on land (Ashley-Ross et al., 2009; Brand, 1996; Deban and Schilling, 2009; Delvolvé et al.,
67 1997; Frolich and Biewener, 1992; Kawano and Blob, 2013; Pierce et al., 2020; Sheffield and
68 Blob, 2011), transitioning between water and land (Ashley-Ross and Bechtel, 2004), and
69 assessing how bone histology relates to ecological habits (Canoville and Laurin, 2009; Laurin et
70 al., 2004). Given the greater effect of gravitational loads on the musculoskeletal system in
71 terrestrial environments (Young et al., 2017), one of the most fundamental requirements for
72 moving on land is the ability to support body weight for maintaining posture and physical forces
73 for locomotion. Evaluations of the weight-bearing capabilities in the limbs of early tetrapods
74 have been approached through measurements of ground reaction forces (GRFs) experienced
75 by the tiger salamander, Ambystoma tigrinum, which demonstrated that the hind limbs
76 supported a similar proportion of body weight as the forelimbs but had a greater contribution to
77 acceleration (Kawano and Blob, 2013). To what extent might these results relate to the
78 locomotor function of early tetrapods? Fossil evidence suggests that some of the first tetrapods,
79 such as Acanthostega, were still aquatic (Coates, 1996), and other early tetrapods, such as
80 Ichthyostega, may have had only limited terrestrial capabilities (Pierce et al., 2012). In contrast,
81 A. tigrinum are found in various terrestrial habitats, ranging from conifer forests to deserts, and
82 adults rarely spend extended durations in water for reasons other than reproduction (Petranka,
83 1998). As such, they may not provide an ideal model for the initial invaders of land, in which
84 terrestrial capacity may not have been fully acquired. How might limb function differ for a
85 species that spends most of its time in water?
86 Because salamanders have a diverse range of habitat preferences and life histories
87 (Wake, 2009), they provide an opportunity to model different evolutionary stages in the adoption
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88 of terrestrial habits. Examinations of amphibious species with greater aquatic tendencies could
89 yield substantial insights into the limb function of earlier stem tetrapods with digit-bearing limbs.
90 In this study, we compared GRFs of individual limbs produced by semi-aquatic salamanders
91 (Spanish ribbed newts, Pleurodeles waltl Michahelles 1830; see Electronic Supplementary
92 Materials for details), to published data on terrestrial tiger salamanders, Ambystoma tigrinum
93 Green 1825, and semi-aquatic African mudskippers, Periophthalmus barbarus (Linnaeus 1766)
94 (Kawano and Blob, 2013). We also calculated new measures of yank, the rate of force
95 development (sensu Lin et al., 2019), to evaluate how the rate of force production might differ
96 between these species. Quantifying the dynamics of force-time measures contributes valuable
97 information to explain kinematic and muscle activation patterns (Lin et al., 2019). Our aim in
98 these comparisons was to examine extant taxa that model important stages during the transition
99 to land to quantify the functional differences between fins and limbs for terrestrial locomotion.
100 During aquatic locomotion, dominant force production by the rear appendage (“rear-
101 wheel drive”) may have appeared as early as in sarcopterygian fishes (King et al., 2011).
102 However, terrestrial propulsion in stem tetrapods may have been dominated by the forelimb
103 (‘front-wheel drive’), with the transition to hind limb dominance (‘rear-wheel drive’) only occurring
104 among lineages that diverged later, as the hind limbs assumed a more important locomotor role
105 (Boisvert, 2005). The ‘front-wheel drive’ strategy proposed for the sarcopterygian fish
106 Panderichthys (Boisvert, 2005) and the early tetrapod Ichthyostega (Pierce et al., 2012) might
107 be appropriately modeled by the locomotor behaviors of extant mudskipper fishes (McInroe et
108 al., 2016), which use synchronous movements of the pectoral fins to ‘crutch’ over land while
109 keeping the body axis relatively straight (Kawano and Blob, 2013; Pace and Gibb, 2014). On the
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110 other hand, the ‘rear-wheel drive’ of more crownward early tetrapods might be better modeled
111 using terrestrial salamanders, such as A. tigrinum (Pierce et al., 2013). Our functional models
112 also show distinct GRF patterns between these groups, with those produced by the pectoral fins
113 of mudskippers directed more medially (~17°) than those produced by the limbs of terrestrial
114 salamanders, or almost any other terrestrial tetrapod (generally less than 11°). Such differences
115 could have substantial implications for the stresses experienced by the limb bones by increasing
116 moment arms due to bending, which could make bones more vulnerable to fracture (Kawano
117 and Blob, 2013).
118 Our data from semi-aquatic P. waltl can give new insight into the functional changes that
119 occurred during the early evolution of terrestrial locomotion. Simply by having limbs, locomotor
120 force production by P. waltl may be similar to that of terrestrial salamanders such as adult A.
121 tigrinum. However, the habitual use of the limbs for aquatic locomotion by adult P. waltl might
122 lead to kinetic similarities with other semi-aquatic taxa, such as mudskipper fishes. These
123 comparisons carry broader implications for generating hypotheses about the emergence of
124 functional disparity between locomotor structures, such as whether changes in functional
125 performance are coupled across major structural changes (e.g., transition from fin to limb) or
126 through gradual steps related to loading regimes that are potentially decoupled from structural
127 changes (e.g., the transition from aquatic to terrestrial habitats, regardless of which locomotor
128 structure is used).
129
130 MATERIALS AND METHODS
131 Animals
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132 Five adult P. waltl (body mass: 16.60 ± 0.40 g; snout-vent length: 0.083 ± 0.001 m; total length:
133 0.186 ± 0.003 m) were obtained from a commercial vendor. All values represent means ± 1 S.E.
134 Animals were individually housed in glass aquaria that were aerated with sponge filters, kept on
135 a 12h:12h light:dark cycle, and fed every one - two days on a diet of defrosted bloodworms and
136 krill. Prior to testing, animals were starved for two days to reduce the effects of satiation on
137 locomotor performance (Sass and Motta, 2002).
138
139 Collection of three-dimensional (3D) ground reaction forces
140 Experimental procedures from a previous study on the GRFs of tiger salamanders and
141 mudskipper fish (Kawano and Blob, 2013) were replicated in the present study (see Electronic
142 Supplementary Materials) to obtain forelimb (n = 50) and hind limb (n = 49) GRFs from P. waltl
143 (Fig. S1). Custom code to replicate these analyses is available through GitHub:
144 https://github.com/MorphoFun/kraken. The focal taxa examined in the present study represent
145 models for distinct functional stages during the evolution of terrestrial locomotion: front-wheel
146 drive in a semi-aquatic vertebrate with limited capabilities of the pelvic appendages (semi-
147 aquatic mudskipper fish), a semi-aquatic vertebrate with a generalized tetrapod Bauplan (semi-
148 aquatic P. waltl salamander), and rear-wheel drive in a terrestrial vertebrate with a generalized
149 tetrapod Bauplan (terrestrial A. tigrinum salamander). GRFs in the vertical, mediolateral, and
150 anteroposterior directions were digitally filtered with a custom low-pass, zero phase second
151 order Butterworth filter, and then interpolated to 101 points (0-100% of stance at 1%
152 increments) using a cubic spline with the signal R package (Signal developers, 2013). The
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153 stance phase was defined to begin at the first video frame when the entire foot was flat against
154 the ground, and to end at the frame penultimate to the beginning of the swing phase.
155 Interspecific and intraspecific comparisons were made across the GRFs of fins and
156 limbs. First, GRFs from the forelimbs and hind limbs of P. waltl were compared to published
157 data from the pectoral and pelvic appendages of mudskipper fish and tiger salamanders
158 (Kawano and Blob, 2013) to assess whether limb kinetics in semi-aquatic salamanders are
159 more similar to those of mudskipper fins or terrestrial salamander limbs. Second, GRFs were
160 compared between the forelimbs and hind limbs of P. waltl to determine whether a model for a
161 semi-aquatic early tetrapod was forelimb-driven or hind limb-driven. Third, GRF data from these
162 three species were used to conduct new analyses of yank (sensu Lin et al., 2019) to quantify
163 the rate of change in the GRFs produced by fins vs. limbs. Linear mixed effects models (LMMs)
164 were used to compare magnitudes and angles of orientation of GRFs when forces were
165 maximal (“peak net GRF”), and the range of yank values recorded between the species and
166 appendages (see “Statistical analyses”).
167
168 Statistical analyses
169 Linear mixed effects models with random intercepts via the lme4 package (Bates et al.,
170 2015) were used to compare the biomechanical variables of interest while accounting for the
171 non-independence of multiple trials sampled per individual, and fit with Restricted Maximum
172 Likelihood (REML) to produce unbiased estimates. LMMs were conducted to account for the
173 non-independence caused by trials being nested within individuals and the unequal sample
174 sizes across individuals. LMMs also have the advantage that they do not make assumptions
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175 about balanced designs, homogeneity of variance, etc., so the model assumptions only include
176 random sampling and normality of the residuals (reviewed in (Smith, 2017). Evaluation of
177 Quantile-Quantile (Q-Q) plots indicated that there were no major deviations from the reference
178 line (Electronic Supplementary Material), suggesting that all variables reasonably met the
179 assumption of normality. However, violations of the model assumptions would not have affected
180 our analyses given our focus on fixed effects, which tend to be unbiased even if assumptions
181 are violated (LeBeau et al., 2018). “Individual” was treated as a random effect, and “appendage
182 type” (pectoral vs. pelvic) or “species” was treated as a fixed effect for intra- and interspecific
183 comparisons, respectively.
184 Large sample sizes are typically required to produce accurate estimates of a random
185 slopes model (reviewed in Harrison et al. 2018) so we assumed that the slopes were similar
186 across the individuals within a species based on our smaller sample size. Assuming common
187 slopes in a LMM can increase the potential for false positives and false negatives when
188 calculating p-values for null hypothesis testing (reviewed in Harrison et al. 2018); however, the
189 present study focused on effect sizes (i.e., the magnitude of the effects or variables) rather than
190 the p-values, so these outcomes do not detract from our analyses. Given that one of the
191 objectives of this study is to quantify the mean differences (i.e., point estimates) and range of
192 variation (i.e., interval estimates) in GRF production between and within salamanders to
193 parameterize computational models of musculoskeletal function, our emphasis on calculating
194 effect sizes is appropriate (Cohen, 1990) due to the limited information that often results from
195 traditional methods of null hypothesis testing (Cumming, 2014).
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196 To calculate the point estimates (i.e., mean values) and interval estimates (i.e., standard
197 errors) of the fixed effects, we used the emmeans::emmeans() function (Lenth, 2019). The
198 coefficient of determination (percent of the variation explained by each model) was calculated
2 2 2 199 as Nagakawa’s marginal R (R LMM(m); variation due to the fixed effects only) and conditional R
2 200 (R LMM(c); variation due to the fixed and random effects) using the performance::r2_nagakawa()
201 function (Lüdecke et al., 2019). Dynamic changes in force magnitudes and yank were plotted by
202 pooling individual trials for a given species, but results from the LMMs are reported in the tables
203 to account for repeated trials within individuals. All analyses were conducted in R version 3.6.1
204 (R Core Team, 2019) and RStudio version 1.2.1335 (RStudio Team, 2015).
205
206 RESULTS
207 Force production between the pectoral appendages of mudskippers and salamanders
208 The forelimbs of P. waltl exhibited kinetics that were generally intermediate between the
209 pectoral fins of P. barbarus fish and the forelimbs of A. tigrinum salamanders (Fig. 1). Force
210 production during terrestrial locomotion generally approximated a bell-shape curve that was
211 skewed to the right in P. barbarus and A. tigrinum, but relatively broad and shallow in P. waltl for
212 the net GRF and the vertical component of the GRF (Fig. 1a-b). The mediolateral component of
213 the GRF was directed medially during stance for all three species, yet had a wider range of
214 values in P. barbarus (Fig. 1c). For the anteroposterior component of the GRF, forelimb kinetics
215 in P. waltl were more similar to terrestrial A. tigrinum salamanders than to semi-aquatic P.
216 barbarus fish. The pectoral fin is the primary propulsor during crutching for P. barbarus and its
217 GRF was oriented anteriorly for all of stance (indicating an acceleratory role), whereas the
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218 forelimbs of A. tigrinum and P. waltl showed primarily posteriorly directed GRFs (deceleratory
219 role), with only one or two periods in which the GRFs became slightly anterior (Fig. 1d, f). The
220 GRF was angled medially in the horizontal plane throughout stance for P. barbarus and A.
221 tigrinum, and for almost all of stance for P. waltl except for a slight lateral orientation starting
222 around 90% of stance (Fig. 1e). These findings illustrate how different aspects of force
223 production by the forelimbs of P. waltl share similarities, yet also distinct differences (e.g.,
224 mediolateral GRFs), with those of semi-aquatic fins and terrestrial limbs.
225 GRF parameters at the peak net GRF also differed between the pectoral appendages for
226 the three groups examined. The timing of the peak net GRF occurred at 60.4 ± 2.86 % of stance
227 for A. tigrinum, 56.0 ± 2.86 % for P. barbarus, and 46.9 ± 2.93 % for P. waltl (mean ± SE;
2 2 228 R LMM(m) = 0.226, R LMM(c) = 0.462). The magnitude of the peak net GRF was comparable
229 between P. barbarus and A. tigrinum at approximately 44% and 46% of body weight,
230 respectively, but was roughly 40% of body weight and had a wider range of values in P. waltl
231 (Table 1, Fig. 2a). Similarly, the vertical component at the peak net GRF was comparable for A.
232 tigrinum and P. barbarus yet lower and broader for P. barbarus (Fig. 2b). The mediolateral
233 component of the peak net GRF was similar between the two salamanders (Fig. 2c), with values
234 for P. barbarus being 1.5 – 2x more medial than the salamanders. The anteroposterior
235 component was also more similar between the salamanders at the peak net GRF, with values
236 being anterior (acceleratory) for P. barbarus but posterior (deceleratory) for both salamanders.
237 The angle of the GRF was medial for all pectoral appendages at peak net GRF, but values for
238 P. waltl were intermediate (~14°) between P. barbarus (~17°) and A. tigrinum (~9°). These
239 comparisons further demonstrate that kinetics at the time of peak net GRF for P. waltl share
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240 similarities to semi-aquatic fins and terrestrial limbs, with some features intermediate between
241 the other two species.
242
243 Force production between salamander forelimbs and hind limbs
244 Kinetic profiles were similar in shape between the hind limbs of semi-aquatic and
245 terrestrial salamanders (Fig. 3), although there were differences in the magnitudes of the
246 curves. Semi-aquatic and terrestrial hind limbs had a peak net GRF occurring around 30% of
247 stance; however, the net GRF and the vertical component at peak GRF for P. waltl were more
248 similar to those of P. waltl forelimbs (at about 30% of body weight) than to the hind limbs of A.
249 tigrinum (~50% of body weight) (Tables 1-2, Fig. 4a - b). The GRFs were directed medially for
250 all limbs (~9-17°) but were 1.5x and 2x more medial in P. waltl than A. tigrinum for the forelimbs
251 and hind limbs, respectively (Table 2, Fig. 4e). The forelimbs of both salamander species had a
252 net deceleratory role (Table 1), whereas the hind limbs had a net acceleratory role (Table 2),
253 with the hind limbs of A. tigrinum showing a mean value ~1.5x higher than those of P. waltl at
254 the time of peak net GRF (Fig. 4d). However, the angle of the GRF in the anteroposterior
255 direction was comparable between salamander hind limbs, inclined 16 – 17° anteriorly (Fig. 4f).
256 These findings demonstrate that hind limb kinetics are not necessarily equivalent between
257 salamander taxa with differing degrees of terrestriality, and that locomotor biomechanics differ
258 between the forelimbs and hind limbs during terrestrial walking in both species.
259
260 Rate of change in GRF production
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261 Yank values for the pectoral appendages tended to be similar between the three
262 species, but GRFs produced by the forelimbs of P. waltl generally reached their peak more
263 slowly (as indicated by smaller absolute magnitudes of yank) and had a narrower range
264 compared to the semi-aquatic fish and terrestrial salamanders (Table 3). The shapes of the
265 curves for yank differed between P. waltl and the other two species. For P. barbarus and A.
266 tigrinum, yank for the net GRF and vertical component of the GRF (Fig. 5a – b) approximated
267 sine waves that started close to zero at the beginning of stance, increased to positive yank
268 values before decreasing to an inflection point around 60% of stance, and then decreased to
269 negative yank values before returning to the zero baseline. In contrast, net GRF and vertical
270 component of the GRF for P. waltl reached an inflection point at ~50% of stance, and then
271 approached zero again at ~80% of stance, at a time when A. tigrinum and P. barbarus were
272 both reaching their minimum yank values (i.e., peak in negative yank). The anteroposterior
273 component was comparable between the two salamander forelimbs (~0.006 - 0.008 BW for
274 each percent of stance), which increased faster than the pectoral fin of P. barbarus (0.004 ±
275 0.001 BW for each percent of stance). These findings demonstrate that rates of GRF production
276 in the pectoral appendages of the semi-aquatic salamander, P. waltl, were generally similar in
277 magnitude but shifted at different times during stance compared to the other two species.
278 Similarities between A. tigrinum and P. waltl were more evident in the shapes of the
279 yank curves for the hind limbs (Fig. 6). The curves for the net GRF (Fig. 6a) and the vertical
280 component of the GRF (Fig. 6b) approximated sine waves that reached an inflection point at
281 around 25% of stance. The peak for positive yank appears almost 2x higher in A. tigrinum
282 compared to P. waltl (Fig. 6, Table 3), but the confidence intervals overlapped for the fixed
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283 effects. The minima for negative yank in the vertical component and net GRF were shallower in
284 P. waltl compared to A. tigrinum. As a result, rates of change in GRF production for the hind
285 limb were slower for the semi-aquatic P. waltl salamander compared to the terrestrial A. tigrinum
286 salamander for the vertical component of the GRF and net GRF, but were generally similar
287 otherwise.
288
289 DISCUSSION
290 Distinctions in limb mechanics for semi-aquatic salamanders
291 Pleurodeles waltl is a semi-aquatic salamander that spends most of its life history
292 underwater. Similar to terrestrial salamanders, the predominant acceleratory forces in this semi-
293 aquatic salamander are produced by the hind limb, signifying rear-wheel drive. The orientation
294 of the GRF in the hind limb was about 17° in the anterior direction for both salamanders, but
295 was more medial in P. waltl (~17°) compared to A. tigrinum (~9°). Similarly, the orientation of the
296 GRF for the pectoral appendages was more medial in the semi-aquatic P. waltl and P. barbarus
297 compared to the primarily terrestrial A. tigrinum (Table 1). These differences in orientation may
298 affect how loads are applied to the appendages, potentially resulting in the lower vertical
299 component and net magnitude of the GRF in P. waltl forelimbs and hind limbs.
300 Although the forelimbs of both salamanders had a net deceleratory role as evidenced by
301 the negative value for the anteroposterior component of the GRF, this value was larger in
302 magnitude throughout almost all of stance in P. waltl, whereas A. tigrinum exhibited two periods
303 of slightly net positive values (Fig. 1, Table 1). Comparisons between the limbs of P. waltl
304 demonstrate that the hind limbs are the primary propulsors, whereas the forelimbs may be
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305 operating as ‘struts’ that act as pivot points to rotate the body. This suggests that semi-aquatic
306 and terrestrial salamanders may be using different mechanisms for propulsion between the
307 forelimbs and hind limbs.
308 McElroy and colleagues (2014) found that differential limb function occurred in diverse
309 ways across sprawling quadrupeds (e.g., diverse lizard taxa), and that ‘rear-wheel drive’ was
310 one of the only unifying themes among the seven species compared. Instead, differences in the
311 locomotor biomechanics of limbs in running quadrupedal lizards were based on interspecific
312 differences in limb morphology, with a more medial orientation of the GRFs produced by the
313 hind limb in lizard species that had disproportionately longer hind limbs than the forelimbs
314 (McElroy et al., 2014). Differential limb function in sprawling quadrupeds is proposed to increase
315 maneuverability while maintaining stability (McElroy et al., 2014). Although this idea has been
316 proposed in the context of running lizards that may experience instability during rapid turns,
317 similar arguments apply to the locomotion of crabs, enabling them to avoid over-turning
318 moments from hydrodynamic forces (Chen et al., 2006). Future studies could factor
319 environmental variation into comparative analyses of differential limb function to examine how it
320 might evolve in the context of selection pressures presented by different environments.
321 Disparities in function between fore- and hind appendages, as well as other differences
322 between biomechanical profiles for aquatic and terrestrial species, could relate to the different
323 demands imposed by the primary environments in which the appendages of these taxa function.
324 For example, point estimates for the medial orientation of the peak GRF in semi-aquatic P. waltl
325 limbs (14-16°) falls between that of P. barbarus fins (17°) and most previously evaluated
326 tetrapod limbs (<11°), including primarily terrestrial A. tigrinum salamanders (Fig. 7, Tables 1 -
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327 2). A shift to a GRF directed less medially could reduce joint moments and, thus, the stresses
328 experienced by the appendicular bones during terrestrial locomotion (Kawano and Blob, 2013).
329 However, the greater medial orientation of the GRF in semi-aquatic P. waltl likely relates to the
330 greater lateral spread of their distal limb segments compared to terrestrial taxa, so that the feet
331 are placed lateral to the elbow or knee joint during stance (Fig. S1A), rather than directly below
332 these joints (as in terrestrial salamanders: Fig. 1A, B in Kawano and Blob, 2013). A recent
333 comparison of terrestrial locomotion in salamanders found that walking mechanics and muscle
334 activation patterns were generally similar among species, but that some interspecific differences
335 emerged (Pierce et al., 2020). For instance, maximum extensions of the wrist (160°) and ankle
336 (159°) were higher in P. waltl than A. tigrinum (150° and 150°, respectively) despite its elbow
337 and knee having greater (55° vs. 30°) or equal (55°) total maximum extensions, respectively
338 (Pierce et al., 2020). Given that this more pronounced sprawling limb posture is also found in
339 the mudskipper fish, a more medial orientation of the GRF also might be found in other semi-
340 aquatic taxa. For example, Ashley-Ross and Bechtel (Ashley-Ross and Bechtel, 2004) found
341 that Taricha torosa newts also had greater lateral spread of the limbs, caused by more flattened
342 angles of the limb elements, when walking in water than on land.
343 The observation that P. waltl maintains a more extended sprawling posture on land may
344 mean that some species have greater stereotypy (Wainwright et al., 2008) in their locomotor
345 biomechanics compared to others, with the degree of flexibility influenced by how often habitat
346 transitions occur during a season. The broadening of the gait pattern that would result from such
347 lateral foot placement might convey additional stability against currents or other flows in aquatic
348 habitats (Martinez et al., 1998) by reducing pitching and rolling (Chen et al., 2006). However,
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349 when on land, species that tend to be more aquatic may not be able to adjust to the more
350 upright orientations of distal limb segments that are seen in terrestrial taxa (Kawano and Blob,
351 2013). Producing more acute limb angles could facilitate elevating the body off the ground, and
352 shift the bone loading regime to reduce bending and increase compression (Ashley-Ross and
353 Bechtel, 2004; Kawano and Blob, 2013). Lateral spread of the distal appendage may also
354 contribute to the high medial orientation of the GRF in mudskippers (Fig. 1C in Kawano and
355 Blob, 2013), but furthermore could prevent rolling of the body axis during terrestrial crutching,
356 given the lack of extended posterior appendages in this taxon. Thus, shifts to less sprawling
357 limb posture could have major biomechanical consequences that could facilitate terrestrial
358 locomotion.
359 Similarities in the overall shapes of the GRF and yank produced by individual hind limbs
360 suggest that rates of GRF production are consistent across hind limbs of semi-aquatic and
361 terrestrial salamander species, but the different peaks observed in these curves indicate that the
362 maxima differ between them. The similarities in force production between semi-aquatic and
363 terrestrial hind limbs could indicate that the use of the hind limbs as a primary propulsor
364 imposes strong selection on kinetics for acceleration, but that other aspects, such as
365 maneuverability and body support, can be altered by changing the GRFs and yank. For
366 example, the smaller absolute value for negative yank of the vertical component of the GRF and
367 net GRF for the hind limbs in P. waltl, compared to A. tigrinum, suggest that there may be
368 steadier loading regimes in the former. Loading the appendages in more predictable ways can
369 have numerous advantages (Granatosky et al., 2020). For instance, McNeil Alexander proposed
370 that higher safety factors (margins of protection against failure) may be found in structures that
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371 experience more variable loading regimes (Alexander, 1997). Consequently, steadier loading
372 regimes could reduce the safety factors needed in the limb bones and, therefore, reduce the
373 energetic costs to produce the higher safety factors. Such factors might be advantageous if
374 loads were elevated due to the highly sprawling posture of P. waltl (Fig. 7). The limb bones of A.
375 tigrinum have been found to possess generally high safety factors against failure (Blob et al.,
376 2014; Kawano et al., 2016; Sheffield and Blob, 2011) and studies are ongoing to determine
377 whether a similar pattern is found in semi-aquatic salamanders.
378 The rate of load application can also affect the load magnitudes experienced by bones.
379 Strain magnitude is positively correlated with strain rate for both cyclic and discrete loading
380 regimes in vertebrates (Aiello et al., 2015), so smaller yank values in P. waltl should be
381 associated with slower strain rates and lower peak strain magnitudes. Lower peak strains would
382 keep bones further from failure, whereas slower strain rates could affect bone mass (Rubin and
383 Lanyon, 1982). Thus, peak strains could have a direct impact on the safety factors of the limb
384 bones, and strain rates could affect the remodelling of bones in response to different loading
385 regimes. Strain rate has been found to be a main factor driving bone remodelling and was
386 positively correlated with higher Young’s modulus values (Aiello et al., 2015), which would
387 confer greater stiffness and greater resistance to bending in bones. Such properties would be
388 advantageous for terrestrial taxa that must habitually withstand the downward effects of gravity
389 on land. Semi-aquatic taxa that spend most of their time underwater might not need higher
390 stiffnesses in their limb bones while their bodies are primarily being supported by buoyancy;
391 however, such traits could be beneficial during the terrestrial eft phase of many newt species
392 (including P. waltl). Future studies that examine changes in the mechanical properties and
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393 loading regimes of limb bones across ontogenetic stages within salamanders and between
394 species with different life histories (e.g., direct vs. indirect developers) would provide further
395 insights into the factors that shape limb function.
396
397 Paleontological implications
398 Evidence from the fossil record suggests that terrestrial adaptations first appeared in the
399 anterior regions of the body (Lebedev, 1997), but how rear-wheel drive evolved within stem
400 tetrapods is still debated. Anatomical evaluations of some of the earliest stem tetrapods, such
401 as the elpistostegalid fish Panderichthys (Boisvert, 2005) and the Devonian tetrapod
402 Ichthyostega (Pierce et al., 2012), indicate that the pelvic appendages were likely not effective
403 propulsors on land. As a result, front-wheel drive has been proposed in the early stages of
404 terrestrial locomotion for at least some early tetrapods (Boisvert, 2005; Nyakatura et al., 2014).
405 However, empirical work on the African lungfish (Protopterus annectens) suggests that rear-
406 wheel drive likely evolved for aquatic locomotion when vertebrates were still fully aquatic (King
407 et al., 2011). Further, recent paleontological examinations of the pelvic girdle of the
408 elpistostegalid tetrapodomorph fish Tiktaalik (a relative of Panderichthys) indicate that it
409 exhibited a mosaic of tetrapod-like and fish-like characteristics, including precursors for
410 achieving rear-wheel drive (Shubin et al., 2014). Given the morphological diversity across
411 tetrapodomorphs, it is appropriate to evaluate a range of extant taxa as functional models that
412 represent different locomotor strategies. Our GRF data from semi-aquatic P. waltl limbs build
413 upon previous work on the kinetics of mudskipper pectoral fins and terrestrial salamander limbs
414 (Kawano and Blob, 2013) to offer additional insights for interpreting evolutionary patterns in the
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415 incipient stages of terrestrial locomotion, providing a functional model for semi-aquatic tetrapods
416 that exhibit locomotor biomechanics intermediate between those of finned taxa and crownward
417 tetrapods.
418 Taxa with intermediate morphologies and locomotor biomechanics may be particularly
419 relevant for stem tetrapods. Morphological comparisons across the humeri of 40
420 tetrapodomorphs spanning the water-to-land transition demonstrated that stem tetrapods had
421 intermediate morphologies that placed them in a valley between two adaptive peaks (one for
422 aquatic fishes and second for terrestrial crown tetrapods) (Dickson et al., 2021). This was a
423 likely transitional state before natural selection was strong enough to favor the movement of
424 stem tetrapods to the adaptive peak representing the terrestrial characteristics now associated
425 with crown tetrapods (Dickson et al., 2021). Work by Nyakatura and colleagues (Nyakatura et
426 al., 2014) suggests that tetrapods may have gone through an intermediate stage during the
427 transition from front-wheel drive to rear-wheel drive. Specifically, their work evaluated the limb
428 mechanics of a sprawling, belly-dragging lizard, and proposed that belly dragging could have
429 allowed early tetrapods to move on land using appendicular muscles that were less developed
430 (Nyakatura et al., 2014). This intermediate belly-dragging stage of front-wheel drive among early
431 tetrapods would have allowed initial capacities for terrestrial locomotion, after which the role of
432 rear-wheel drive gradually increased. Our findings from the semi-aquatic salamander, P. waltl,
433 may provide a model for a subsequent stage after belly-dragging with front-wheel drive, in which
434 rear-wheel drive has been adopted on land but the forelimbs have not yet acquired fully
435 terrestrial limb mechanics.
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436 Kinetic data from the semi-aquatic salamander may serve as a foundation for following up
437 with two hypotheses regarding how terrestrial locomotion evolved (discussed in Pierce et al.,
438 2013). The first hypothesis suggested that the first locomotor mode on land was a trot with
439 lateral bending of the axial system, producing a traveling wave and limbs that acted as ‘struts’.
440 The second hypothesis proposed a lateral sequence walk involving a standing wave, with the
441 limbs generating propulsion. Given that the semi-aquatic forelimb was deceleratory while the
442 hind limb was acceleratory (Tables 1-2, Figs. 1 - 4), P. waltl may be using a modified standing
443 wave in which the hind limbs are generating forward propulsion while the forelimbs are being
444 used as ‘struts’. Such disparity in the propulsive roles of the limbs is not as pronounced in the
445 terrestrial salamander (Table 1 in Kawano and Blob, 2013) and may be due to the different
446 habitats and ecologies that are associated with these species. Similarly, Pierce and colleagues
447 (2020) found interspecific differences in both kinematic and muscle activation patterns during
448 terrestrial walking and proposed that the degree of terrestriality, or other factors related to
449 ecology, may be driving such variation. A gait that was similar to the one used by P. waltl may
450 have allowed the earliest limbed tetrapods to traverse the terrestrial environment with a
451 musculoskeletal system that still primarily functioned for underwater behaviors (McInroe et al.,
452 2016), potentially representing an intermediate stage between sarcopytergian fishes that could
453 accomplish rear-wheel drive underwater (King et al., 2011) and crownward tetrapods that used
454 rear-wheel drive on land.
455 How functional changes evolve has been considered in a variety of systems. Historically, the
456 evolution of locomotor posture has been viewed as a sequential series of gradual evolutionary
457 steps, leading from sprawling to upright (Charig, 1972). However, more recent work highlighted
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458 the potential for intermediate taxa to exhibit a broader range of capabilities between the ends of
459 this functional continuum, rather than a graded series of incremental changes between them
460 (Blob, 2001; Kemp, 1978). Hind limb function in the tetrapodomorph fish Tiktaalik has been
461 described with a wide range of capacities that may have been possible due to the relaxed
462 constraints placed upon musculoskeletal systems to overcome gravitational loads (Shubin et al.,
463 2014), potentially indicating intermediate flexibility in locomotor function for an early stage of the
464 fin-to-limb transition that allowed for greater rotations about the hip than tetrapods (and greater
465 stability in the shoulder compared to the hip), but reduced ability to withstand locomotor
466 stresses. Such disparity in limb function is reflected in our data from P. waltl, which suggest that
467 the forelimbs and hind limbs have different functional roles for generating forward movement.
468 Moreover, these changes may not have been strictly coupled to evolutionary changes in
469 appendicular structure since such stark differences between the forelimbs and hind limbs were
470 not found in the GRFs for terrestrial A. tigrinum salamanders. Synthesis of empirical data from
471 biomechanical experiments and morphological analyses of fossils from palaeontology,
472 therefore, holds promise for developing more comprehensive reconstructions of the
473 transformations in the vertebrate musculoskeletal system that led to digit-bearing tetrapods
474 becoming terrestrial (Nyakatura et al., 2019) and the causes and effects of functional evolution
475 more broadly.
476
477 CONCLUSION
478 Our results provide novel insights into the functional changes associated with tetrapods
479 becoming terrestrial, with broader implications for whether functional capabilities could be
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480 closely associated with major structural changes (e.g., transition from fin to limb) or could occur
481 through gradual changes that included intermediate stages. The kinetics of terrestrial walking in
482 semi-aquatic P. waltl salamanders differed between the limbs, with the hind limbs sharing
483 numerous similarities to the hind limbs of primarily terrestrial salamanders but the forelimbs
484 exhibiting kinetics that were distinct from the pectoral appendages of semi-aquatic fish and
485 primarily terrestrial salamanders. These data provide additional context to account for
486 differential limb function in models of musculoskeletal function, including those that use
487 salamanders as a blueprint for estimating the locomotor function of early tetrapods. Together,
488 our results present new context for the functional consequences of different locomotor
489 strategies that are possible in functional analogs of tetrapodomorphs that spanned the water-to-
490 land transition.
491
492 ACKNOWLEDGMENTS
493 We thank Zach Marion, Jim Fordyce, and Yu Xia for helpful discussions on statistical analyses
494 that were considered for this study. We are also grateful to Margaret Ptacek, Miriam Ashley-
495 Ross, and anonymous reviewers for feedback on earlier drafts of this manuscript. An earlier
496 draft of this manuscript was submitted by S.M.K. in partial fulfilment of a doctoral dissertation at
497 Clemson University.
498
499 FUNDING
500 Funding to conduct this work was provided to S.M.K. by the American Society for Ichthyologists
501 and Herpetologists Gaige and Raney Awards, Sigma Xi Grants-in-Aid of Research, and
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502 Clemson University Stackhouse Fellowship, and to R.W.B. through the National Science
503 Foundation (IOS 0517240 and IOS 0817794).
504
505 COMPETING INTERESTS
506 The authors declare no competing financial, professional or personal interests.
507
508 DATA ACCESSIBILITY
509 All R code are open access via GitHub (https://github.com/MorphoFun/kraken), with the specific
510 scripts for this manuscript available in the “compareGRFs” folder. The raw files for the original
511 force data were too large to include on GitHub but will be made available on Open Science
512 Framework (https://osf.io/) upon publication of the results.
513
514 AUTHOR CONTRIBUTIONS
515 S.M.K and R.W.B. designed the experiment. S.M.K. ran the experiments, wrote the R scripts,
516 and analyzed the data. S.M.K. and R.W.B. contributed to interpreting the results, writing the
517 manuscript, and approving all drafts of the manuscript.
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Sass, G.G., Motta, P.J., 2002. The effects of satiation on strike mode and prey capture kinematics in the largemouth bass, Micropterus salmoides. Environ. Biol. Fishes 65, 441–454. https://doi.org/10.1023/A:1021108519634 Schoch, R.R., Werneburg, R., Voigt, S., 2020. A Triassic stem-salamander from Kyrgyzstan and the origin of salamanders. Proc. Natl. Acad. Sci. https://doi.org/10.1073/pnas.2001424117 Sheffield, K.M., Blob, R.W., 2011. Loading mechanics of the femur in tiger salamanders (Ambystoma tigrinum) during terrestrial locomotion. J. Exp. Biol. 214, 2603–2615. https://doi.org/10.1242/jeb.048736 Shubin, N.H., Daeschler, E.B., Jenkins, F.A., 2014. Pelvic girdle and fin of Tiktaalik roseae. Proc. Natl. Acad. Sci. U. S. A. 111, 893–9. https://doi.org/10.1073/pnas.1322559111 Signal developers, 2013. signal: signal processing. Smith, P.F., 2017. A guerilla guide to common problems in ‘neurostatistics’: essential statistical topics in neuroscience. J. Undergrad. Neurosci. Educ. 16, R1–R12. Wainwright, P.C., Mehta, R.S., Higham, T.E., 2008. Stereotypy, flexibility and coordination: key concepts in behavioral functional morphology. J. Exp. Biol. 211, 3523–3528. https://doi.org/10.1242/jeb.007187 Wake, D.B., 2009. What salamanders have taught us about evolution. Annu. Rev. Ecol. Evol. Syst. 40, 333–352. https://doi.org/10.1146/annurev.ecolsys.39.110707.173552 Young, V.K.H., Wienands, C.E., Wilburn, B.P., Blob, R.W., 2017. Humeral loads during swimming and walking in turtles: implications for morphological change during aquatic reinvasions. J. Exp. Biol. 220, 3873–3877. https://doi.org/10.1242/jeb.156836
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FIGURE LEGENDS Figure 1. Profiles of GRF production in the pectoral appendages during stance. Individual trials were pooled within each species (N = 50 trials for each) and profiles are plotted as the mean ± s.e.m. for each percent of stance. Mediolateral angles were set relative to vertical (0°), so negative values indicate a medial direction of the GRF. Anteroposterior angles were set relative to vertical (0°), so negative values represent a posterior direction of the GRF. Although the general shapes of the curves were comparable across the species for a given parameter, pectoral appendages for P. waltl (dotted green lines) tended to support lower magnitudes of body weight, and have a more deceleratory role and intermediate mediolateral angle, compared to the semi-aquatic P. barbarus (dashed blue lines) and the primarily terrestrial A. tigrinum (solid brown lines).
Figure 2. Parameters at the peak net GRF compared across the pectoral appendages. P. waltl (green) generally has lower magnitudes for the vertical component and net GRF as demonstrated by the histograms, yet also had a greater variability compared to the semi-aquatic fish P. barbarus (blue) and the primarily terrestrial salamander A. tigrinum (brown) as illustrated by the whisker-box plots. Sample sizes for data from the pectoral appendages: P. barbarus (n = 50), P. waltl (n = 50), and A. tigrinum (n = 50).
Figure 3. Profiles of GRF production in the pelvic appendages during stance. Individual trials were pooled within each species (N = 49 trials for each) and profiles are plotted as the mean ± s.e.m. for each percent of stance. Mediolateral angles were set relative to vertical (0°), so negative values indicate a medial direction of the GRF. Anteroposterior angles were set relative to vertical (0°), so negative values represent a posterior direction of the GRF. Although the general shapes of the curves were comparable across the species for a given parameter, P. waltl hind limbs (dashed green lines) tended to support lower magnitudes of body weight and had less of an acceleratory role compared to the primarily terrestrial salamander A. tigrinum (solid brown lines).
Figure 4. Parameters at the peak net GRF compared across the pelvic appendages. P. waltl hind limbs (green) generally had lower magnitudes for the vertical component and net GRF as demonstrated by the histograms, yet the angle of GRF orientation could become almost 2x more medial than for the primarily terrestrial salamander A. tigrinum (brown) as illustrated by the whisker-box plots. Sample sizes for the pelvic appendages: P. waltl (n = 49), and A. tigrinum (n
Page 30 of 34 bioRxiv preprint doi: https://doi.org/10.1101/2021.05.01.442256; this version posted May 2, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
= 49).
Figure 5. Profiles of the rate of GRF production (‘yank’) in the pectoral appendages during stance. Individual trials were pooled within each species (N = 50 trials for each) and profiles are plotted as the mean ± s.e.m. for each percent of stance. Mediolateral components were set relative to vertical (0°), so negative values indicate a medial direction of the GRF. Anteroposterior components were set relative to vertical (0°), so negative values represent a posterior direction of the GRF. Yank values for P. waltl (dotted green lines) tended to span a narrower range of values and did not generally follow the same shape dynamics as the semi- aquatic fish P. barbarus (dashed blue lines) and the primarily terrestrial salamander A. tigrinum (solid brown lines), which tended to yield comparable data.
Figure 6. Profiles of the rate of GRF production (‘yank’) in the pelvic appendages during stance. Individual trials were pooled within each species (N = 49 trials for each) and profiles are plotted as the mean ± s.e.m. for each percent of stance. Mediolateral components were set relative to vertical (0°), so negative values indicate a medial direction of the GRF. Anteroposterior components were set relative to vertical (0°), so negative values represent a posterior direction of the GRF. Yank values for P. waltl hind limbs (dashed green lines) tended to span a narrower range of values for the vertical component and net GRF, but were otherwise relatively comparable to those from the primarily terrestrial salamander A. tigrinum (solid brown lines).
Figure 7. Data on GRF production in semi-aquatic P. waltl salamanders contribute towards a broader perspective on the evolution of the locomotor biomechanics across the fish-tetrapod transition. The orientation of the GRF (represented as a black arrow) in the medial direction was historically thought to be evolutionarily conserved across tetrapods, despite variation in limb postures. It was unclear whether the same pattern was found in fishes, but our previous work found that GRFs produced by pectoral fins in mudskipper fishes were more medial, likely resulting from their more sprawled posture compared to tetrapods. GRF data from P. waltl in this study demonstrate that the more medial orientation of GRFs is not exclusive to fishes, suggesting that ecology may have an important role in shaping the kinetics during terrestrial locomotion.
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Table 1. Comparison of locomotor variables between the pectoral appendages of mudskippers and salamanders at the peak net GRF
was notcertifiedbypeerreview)istheauthor/funder.Allrightsreserved.Noreuseallowedwithoutpermission. doi:
Periophthalmus barbarus Pleurodeles waltl Ambystoma tigrinum Goodness-of-fit https://doi.org/10.1101/2021.05.01.442256 n = 50 n = 50 n = 50
2 2 FE ± s.e. CI FE ± s.e. CI FE ± s.e. CI R LMM(m) R LMM(c) Net GRF (BW) 0.443 ± 0.015 0.410, 0.476 0.397 ± 0.016 0.363, 0.431 0.458 ± 0.015 0.424, 0.491 0.110 0.225
Vertical GRF (BW) 0.417 ± 0.013 0.389, 0.445 0.374 ± 0.013 0.346, 0.403 0.447 ± 0.013 0.420, 0.475 0.154 0.214
Mediolateral GRF (BW) -0.129 ± 0.012 -0.155, -0.103 -0.087 ± 0.012 -0.114, -0.061 -0.068 ± 0.012 -0.094, -0.041 0.260 0.491
Anteroposterior GRF (BW) 0.048 ± 0.014 0.018, 0.078 -0.079 ± 0.014 -0.110, -0.049 -0.029 ± 0.014 -0.059, 0.0004 0.515 0.651
Mediolateral angle (°) -17.12 ± 1.46 -20.3, -13.94 -14.16 ± 1.50 -17.4, -10.89 -8.64 ± 1.46 -11.8, -5.46 0.258 0.421 ; this versionpostedMay2,2021. Anteroposterior angle (°) 6.69 ± 1.64 3.09, 10.28 -11.11 ± 1.69 -14.79, -7.43 -3.32 ± 1.64 -6.92, 0.27 0.543 0.645
Statistical analyses were based on the model: lmer(y ∼ Species + (1|Individual), REML=True). Fixed effect (FE) values, standard errors, and 2 confidence interval (CI) were estimated from the linear mixed effects model using the emmeans R package. R LMM(m) represents the variance 2 explained by the fixed effects whereas R LMM(c) represents the variance explained by the combination of fixed and random effects, and were calculated using the performance::r2_nakagawa() function in R.
The copyrightholderforthispreprint(which
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Table 2. Comparison of locomotor variables between the pelvic appendages of salamanders at the peak net GRF
was notcertifiedbypeerreview)istheauthor/funder.Allrightsreserved.Noreuseallowedwithoutpermission. Pleurodeles waltl Ambystoma tigrinum Goodness-of-fit doi: n = 49 n = 49 https://doi.org/10.1101/2021.05.01.442256
2 2 FE ± s.e. CI FE ± s.e. CI R LMM(m) R LMM(c) Net GRF (BW) 0.349 ± 0.017 0.309, 0.389 0.497 ± 0.017 0.457, 0.537 0.585 0.715
Vertical GRF (BW) 0.314 ± 0.021 0.266, 0.362 0.466 ± 0.021 0.419, 0.514 0.558 0.734
Mediolateral GRF (BW) -0.096 ± 0.014 -0.129, -0.063 -0.071 ± 0.014 -0.104, -0.037 0.056 0.350
Anteroposterior GRF (BW) 0.092 ± 0.017 0.053. 0.132 0.132 ± 0.017 0.092, 0.172 0.102 0.418
Mediolateral angle (°) -16.97 ± 2.27 -22.2, -11.7 -8.73 ± 2.27 -14.0, -3.5 0.215 0.483 ;
Anteroposterior angle (°) 17.0 ± 2.71 10.7, 23.2 16.3 ± 2.70 10.0, 22.5 0.001 0.315 this versionpostedMay2,2021.
Statistical analyses were based on the model: lmer(y ∼ Species + (1|Individual), REML=True). Fixed effect (FE) values, standard errors, and 2 confidence interval (CI) were estimated from the linear mixed effects model using the emmeans R package. R LMM(m) represents the variance 2 explained by the fixed effects whereas R LMM(c) represents the variance explained by the combination of fixed and random effects, and were calculated using the performance::r2_nakagawa() function in R.
The copyrightholderforthispreprint(which
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Table 3. Range of average yank values compared between appendages and species
was notcertifiedbypeerreview)istheauthor/funder.Allrightsreserved.Noreuseallowedwithoutpermission. Vertical Mediolateral Anteroposterior Net doi: https://doi.org/10.1101/2021.05.01.442256 FE ± s.e.m. CI FE ± s.e.m. CI FE ± s.e.m. CI FE ± s.e.m. CI Pectoral - Max P. barbarus 0.010 ± 0.001 0.008, 0.012 0.004 ± 0.001 0.003, 0.006 0.004 ± 0.001 0.002, 0.005 0.011 ± 0.001 0.008, 0.013
P. waltl 0.009 ± 0.001 0.007, 0.011 0.006 ± 0.001 0.004, 0.008 0.008 ± 0.001 0.007, 0.010 0.009 ± 0.001 0.007, 0.012
A. tigrinum 0.012 ± 0.001 0.010, 0.014 0.004 ± 0.001 0.002, 0.005 0.006 ± 0.001 0.004, 0.008 0.012 ± 0.001 0.010, 0.014
Pectoral - Min
P. barbarus -0.012 ± 0.001 -0.014, -0.010 -0.005 ± 0.001 -0.006, -0.003 -0.004 ± 0.001 -0.005, -0.003 -0.013 ± 0.001 -0.015, -0.011 ; this versionpostedMay2,2021.
P. waltl -0.009 ± 0.001 -0.011, -0.007 -0.006 ± 0.001 -0.008, -0.005 -0.005 ± 0.001 -0.006, -0.003 -0.010 ± 0.001 -0.012, -0.007
A. tigrinum -0.013 ± 0.001 -0.016, -0.011 -0.004 ± 0.001 -0.006, -0.003 -0.007 ± 0.001 -0.008, -0.005 -0.014 ± 0.001 -0.016, -0.011
Pelvic - Max P. waltl 0.005 ± 0.001 0.002, 0.008 0.006 ± 0.001 0.005, 0.008 0.006 ± 0.001 0.004, 0.008 0.006 ± 0.001 0.003, 0.009
A. tigrinum 0.010 ± 0.001 0.007, 0.013 0.006 ± 0.001 0.005, 0.008 0.009 ± 0.001 0.007, 0.011 0.010 ± 0.001 0.007, 0.014 The copyrightholderforthispreprint(which Pelvic - Min P. waltl -0.009 ± 0.001 -0.011, -0.007 -0.004 ± 0.0004 -0.005, -0.003 -0.006 ± 0.001 -0.007, -0.005 -0.009 ± 0.001 -0.011, -0.007
A. tigrinum -0.014 ± 0.001 -0.016, -0.012 -0.004 ± 0.0004 -0.005, -0.003 -0.007 ± 0.001 -0.008, -0.006 -0.015 ± 0.001 -0.016, -0.013
Sample sizes for the pectoral yank LMM: P. barbarus (n = 50), P. waltl (n = 50), and A. tigrinum (n = 50). Sample sizes for the pelvic yank LMM: P. waltl (n = 49), and A. tigrinum (n = 49). FE = estimates of the coefficients for the fixed effects based on estimated marginal means with the emmeans::emmeans() function. Statistical analyses were based on the model: lme4::lmer(y ∼ species + (1 | individual), REML = True). The confidence interval (CI) is listed as the lower and upper bounds, respectively, that were reported from the LMMs.
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bioRxiv preprint doi: https://doi.org/10.1101/2021.05.01.442256; this version posted May 2, 2021. The copyright holder for this preprint (which was not certified Figureby peer review) is1: the author/funder. Pector All alrights appendagesreserved. No reuse allowed without permission.
a 0.5 b 0.5
0.4 0.4
0.3 0.3 tical (BW) er 0.2 0.2 GRF − Net (BW)
0.1 GRF − v 0.1
0.0 0.0 0 25 50 75 100 0 25 50 75 100 c 0.2 d 0.2
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25 25 ior angle (deg) al angle (deg) 0 0
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Percent Stance
species A. tigrinum P. barbarus P. waltl bioRxiv preprint doi: https://doi.org/10.1101/2021.05.01.442256; this version posted May 2, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. Figure 2
A 0.6 B C
0.0 0.5 0.5 al
tical 0.4 −0.1 0.4 er GRF − net
GRF − v 0.3 0.3 GRF − mediolater −0.2
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um altl us um altl us um altl us in in in P. w P. w P. w A. tigr P. barbar A. tigr P. barbar A. tigr P. barbar
D E F 20 0.1 0 10 ior 0.0 −10 0 ior angle al angle
−0.1 −20 −10 mediolater anteroposter GRF − anteroposter
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um altl us um altl us um altl us in in in P. w P. w P. w A. tigr P. barbar A. tigr P. barbar A. tigr P. barbar
bioRxiv preprint doi: https://doi.org/10.1101/2021.05.01.442256; this version posted May 2, 2021. The copyright holder for this preprint (which was not certified by Figurepeer review) is the 3: author/funder. Pelvic All rights appendages reserved. No reuse allowed without permission.
a 0.5 b 0.5
0.4 0.4
0.3 0.3 tical (BW) er 0.2 0.2 GRF − Net (BW)
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25 25 ior angle (deg) al angle (deg) 0 0
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GRF − mediolater −50 −50 GRF − anteroposter 0 25 50 75 100 0 25 50 75 100
Percent Stance
species A. tigrinum P. waltl bioRxiv preprint doi: https://doi.org/10.1101/2021.05.01.442256; this version posted May 2, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. Figure 4
A B C 0.6 0.00 0.6
0.5 −0.05 0.5 al tical
er 0.4 0.4 −0.10 GRF − net
GRF − v 0.3 0.3 GRF − mediolater −0.15
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um altl um altl um altl in in in P. w P. w P. w A. tigr A. tigr A. tigr
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−10 0.2 40 ior ior angle al angle −20 0.1 20
mediolater −30 anteroposter GRF − anteroposter
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um altl um altl um altl in in in P. w P. w P. w A. tigr A. tigr A. tigr
bioRxiv preprint doi: https://doi.org/10.1101/2021.05.01.442256; this version posted May 2, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
Figure 5: Pectoral appendages
a 0.02 b 0.02
0.01 0.01 tical er 0.00 0.00 ank − Net Y ank − v Y
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species A. tigrinum P. barbarus P. waltl bioRxiv preprint doi: https://doi.org/10.1101/2021.05.01.442256; this version posted May 2, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
Figure 6: Pelvic appendages
a 0.02 b 0.02
0.01 0.01 tical er 0.00 0.00 ank − Net Y ank − v Y
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species A. tigrinum P. waltl bioRxiv preprint doi: https://doi.org/10.1101/2021.05.01.442256; this version posted May 2, 2021. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission.
Figure 7