Category: New Research Page 31 of 67

Anole Performance Meta-analysis!

http://onlinelibrary.wiley.com/doi/10.1002/ece3.528/full

Example of a three-task Pareto front in a 3D morphospace, Figure 9 in Sheftel et al 2013.

 

I want all of your old performance data.

Who am I? I am a Ph.D. student and the thrust of my dissertation project is to arrive at a better understanding of how selection, trade-offs and constraints act on suites of performance traits, leading to adaptive phenotypic shifts in populations and, ultimately, evolutionary change. I am particularly interested in constraints imposed on performance evolution by intralocus sexual conflict, and in the relationship between preferred and maximal performance.

What am I going to do with it? I am conducting a meta-analysis of existing performance data, which involves mapping suites of performance traits onto lizard morphospace and fitting a multivariate response surface. This surface can then be used (by everyone!) to predict trade-offs between different types of performance traits in various selective contexts, and to identify regions of morphospace associated with performance peaks and valleys. These areas, and the taxa that occupy them, would thus be of interest in terms of looking for behavioral compensation or other solutions. Conversely, areas of morphospace devoid of extant taxa may be indicative of insurmountable constraints or something even more interesting. Such insights will, I hope, inform more exploratory, experimental and comparative avenues of investigations.

I’m focusing on Anolis in particular to start with, and I’d like to quantify the relationships between the span of extant anole morphology and any and all whole-organism performance traits. But to do this, I need data! Lots and lots of data! And I don’t have enough 🙁 Which means I need your data.

What I need:

 Raw data1 from previously published studies involving performance trait data along with morphological2 measurements for any and all Anolis species would be very useful and much appreciated. The more coverage of morphospace/performance space, the more useful and powerful the model!

If you’ve ever measured any of the following performance traits in anoles, you’ll probably be getting a grovelling email from me, but just in case you have somehow escaped my scrutiny, or don’t want to wait for the grovelling email, here is what I am looking at:

  • bite force
  • sprint speed
  • acceleration
  • endurance
  • exertion
  • maneuverability
  • jumping
  • climbing
  • clinging

Performance data for multiple traits measured in the same individual will be the most informative, but I will also need plenty of data on single performance traits. I have few other standards (as far as this project goes), so anything will be useful!

Thanks so much for reading this far! I sincerely hope this piques your interest and inspires you to share your work with me. I will of course be open to discuss any and all aspects of data-sharing, collaboration and subsequent use or availability of the data. All contributing authors will be acknowledged and papers cited, or whatever else is necessary! If you have anything you would like to contribute please feel free to contact me directly @ acespede@uno.edu.

1 I can use raw data files, in whatever format (e.g., .xls, .txt., .sys, .jpg of a lab notebook or rum-stained bar napkin).

2 I would be happy with anything from SVL-only to comprehensive measurements for individual limb components, toe pad area, etc. Body size and limb measurements are ideal!

(Figure from Sheftel, H., Shoval, O., Mayo, A., Alon, U. 2013. The Geometry of the Pareto front in biological phenotype space. Ecology and Evolution, 3(6): 1471-1483)

Estrogen Pathway Is Responsible for Facial Elongation

Why the long face?

Why the long face?

When most people think of vertebrate sexual dimorphism (differences between the sexes), they think of elephant seals or red deer. Most of us here, of course, think of the pronounced dimorphism in size and shape in many anole species. Indeed, anoles have served as excellent model systems for the study of sexual dimorphism, particularly the evolutionary forces that give rise to it. Although there has been significant progress since Darwin in our understanding of why sexual dimorphism evolves, we have made less progress in the HOW. That is, what mechanisms during development give rise to what are often extreme differences between the sexes when their genomes are so similar?

When we think of vertebrates where males are larger or shaped differently than females, and have weapons or ornaments, we almost immediately think of testosterone as a mechanism underlying the sex differences. Once sexual maturity happens, the testes start cranking out testosterone, thus causing a change in the male’s phenotypic trajectory. While there is certainly evidence for circulating testosterone to have this effect in some lizards, is this always the case, and does it apply to specific body parts and not just overall size? Aside from the circulating hormone, how are receptors involved in the development of dimorphism? In a new paper by Sanger et al., a novel developmental pathway of sexual dimorphism is described for lizards in the carolinensis clade, which are striking in their elongation of male faces relative to females.

Figure 1a. from Sanger et al. (2014), showing the differnces in head shape dimorphism among anole clades. Note the long male face in A. maynardi, a member of the carolinensis clade.

Figure 1a. from Sanger et al. (2014), showing the differences in head shape dimorphism among anole clades. Note the long male face in A. maynardi, a member of the carolinensis clade.

Sanger et al. tested whether sex differences in several different pathways led to the observed head shape dimorphism in A. carolinensis compared to two non-carolinensis species (A. cristatellus and A. sagrei) that exhibit shorter male faces. They show, using a combination of developmental and molecular genetic techniques, that the extreme elongation of male heads in carolinensis lizards is not due to an androgen pathway (i.e., testosterone) or the somatropic axis (i.e., insulin-like growth factor). Instead, they found a significant shift in the estrogen pathway. Specifically, at sexual maturity, males decrease expression of estrogen receptors (erβ), which is the beginning of a signaling cascade, ultimately resulting in up-regulation of genes involved in skeletogenesis in the skull of males.

Figure 4 from Sanger et al. (2014), showing the molecular pathway underlying facial elongation in A. carolinensis.

Figure 4 from Sanger et al. (2014), showing the molecular pathway underlying facial elongation in A. carolinensis.

This identification of a novel mechanism for the development of sexual dimorphism will certainly stimulate further evo-devo research in anoles and beyond. For starters, is the same pathway responsible for male facial elongation in other species in the carolinensis clade, or are more ‘traditional’ mechanisms operating there? This important research highlights that investigators need to consider all aspects of signaling systems, including circulating hormones, their receptors, and signal cascades that result from activation of a particular pathway. Clearly this paper by Sanger et al. is an excellent step in the right direction for understanding how developmental pathways lead to adult difference in anoles, and it will also steer other investigators to consider a diversity of developmental mechanisms in their quest to elucidate how adults end up the way they do.

Sanger TJ, Seav SM, Tokita M, Langerhans RB, Ross LM, Losos JB, Abzhanov A. 2014. The oestrogen pathway underlies the evolution of exaggerated male cranial shapes in Anolis lizards. Proceedings of the Royal Society B 281:20140329.

Decoupled Muscle Activity and Kinematics in Green Anoles (Anolis carolinensis): New Research by Kathleen Foster and Tim Higham

Anolis carolinensis.  Photo taken by Kathleen Foster.

Anolis carolinensis. Photo taken by Kathleen Foster.

Anoles are the indisputable poster children of ecomorphology.  Morphological, behavioral, and performance data support classification of Anolis species into discrete ecomorphs on the Greater Antilles islands.  In a large part, the basis of this classification is due to variables (e.g. limb length) that relate to differing locomotor abilities (i.e. speed and/or stability) on the various substrates that comprise the different areas of the arboreal habitat.  However, until recently, we knew nothing about how the muscles that power locomotion in these species relate to their ability to cope with the challenges of moving in these different microhabitats.

In a recent paper in Proceedings of the Royal Society B, we used a combination of electromyography and 3D high-speed video to examine the impact of perch diameter and incline on limb kinematics and muscle activity in Anolis carolinensis. Our previous study in the Journal of Experimental Biology found a number of kinematic changes (e.g. increased limb flexion and depression) associated with increased stability on narrow surfaces, and we hypothesized increased recruitment in the muscles associated with those movements. Interestingly, this was not the case. Despite considerable kinematic modulation with change in perch diameter (63% of the 32 kinematic variables were significantly affected by perch diameter), there was very little change in muscle activity (2% of the 100 muscle activity variables). This decoupling of kinematics and muscle function raises a number of very interesting questions relating to the sensitivity of these muscles to changes in operating length and the degree to which this species is specialized for a particular microhabitat. It also highlights the complexity of the physiological basis of animal locomotion and emphasizes the need for caution when attempting to infer motor control from kinematics and vice versa.

An additional result that may significantly impact identification of habitat preference in Anolis lizards relates to the importance of variability, as opposed to magnitude, of muscle activity in describing the differences in how this species handled the different substrate conditions. Specifically, the muscles examined were less variable on the broad perch compared to the narrow perch and on the vertically, as opposed to horizontally, inclined perch. Locomotor stereotypy is generally believed to reflect locomotor specialization, although reduced variation of in muscle activity may also be achieved as a byproduct of near-maximal muscle recruitment. However, we have little support for this second option, as the muscles were neither approaching maximal stimulation nor vastly different in overall magnitude or recruitment. Therefore the greater stereotypy of muscle activity seen in the green anole as it moved on the broad, vertical condition may reflect a physiological preference for tree trunks, rather than the narrower and shallower substrates that comprise (on average) the trunk-crown region to which it is traditionally assigned.

It is clear that there remains a wealth of knowledge waiting to be unearthed in the Anolis system and this paper barely scratches the surface. It emphasizes how little we understand about the complex nature of animal locomotion and the relationship between the muscles that power locomotion and the movements we observe in the field. And the possibility that variability of muscle activity might be a useful tool to identify functional preference for microhabitat is tantalizing and deserves further attention, especially if it can be applied usefully to mainland Anolis species. The remainder of my dissertation will focus on fleshing out these and other aspects of muscle function through the comparison of ecomorphs of the Greater Antilles.

Kathleen L. Foster & Timothy E. Higham.  (2012).  How forelimb and hindlimb function changes with incline and perch diameter in the green anole, Anolis carolinensis.  Journal of Experimental Biology  215: 2288-2300. (DOI: 10.1242/jeb.069856)

Kathleen L. Foster & Timothy E. Higham.  (2014).  Context-dependent changes in motor control and kinematics during locomotion: modulation and decoupling.  Proceedings of the Royal Society B  281: 20133331. (DOI: 10.1098/rspb.2013.3331)

Transgenerational Effects Of Nutrition Observed In Anolis sagrei

Mothers affect the quality of their offspring. As humans, this seems obvious. For example, expecting mothers often take prenatal vitamins, limit their consumption of certain foods, and avoid kitty litter knowing that these minor environmental factors can affect the normal development of the fetus. Related statements could be made for the relationship of a mother and child after birth. Understanding the precise effects that parents have on their offspring has been of great interest to biologists from many disciplines as they disentangle the genetic and environmental factors that underlie differential survival and reproduction for individuals within a population (fitness). Because Anolis lizards can be easily maintained in captivity and their eggs readily manipulated they provide a useful model for the examination of maternal effects. Warner and Lovern took advantage of these qualities and tested the role of maternal body condition on offspring quality in the brown anole, Anolis sagrei.

A. sagrei from Cayman Brac

A. sagrei from Cayman Brac

Nutritional stress is a well-studied example of how maternal condition may affect juvenile quality; if the mother is malnourished the quality of her egg yolk may suffer, which, in turn, affects embryonic development. The authors tested this hypothesis in A. sagrei by manipulating the amount of food gravid females received, feeding approximately 168 crickets per lizard in a “high-prey” treatment versus 84 crickets in a “low-prey” treatment distributed over 11 weeks. During this time the authors carefully assessed the number and size (mass) of the eggs and, subsequently, the quality (mass-and-snout to vent length) of the hatchlings. Impressively, the authors didn’t stop there. They also experimentally manipulated the amount of nutrition in a subset of eggs by removing yolk with a syringe. Followed by a battery of statistical models, this study is quite a nice physiological analysis that has evolutionary implications.

When comparing the two diet regimes, Warner and Lovern found that body condition does affect the quality of offspring; females maintained on the “low-prey” diet produced eggs 6.6% smaller than females raised on the “high-prey” diet. In turn, smaller eggs also tended to hatch more quickly and smaller eggs produced smaller hatchlings, both probably due to the lower amount of available nutrition (paradoxically, neither incubation time or hatchling mass was directly correlated with maternal prey availability). Low prey availability also results in hatchlings with slower growth rates. The experimental reduction of egg yolk supports the results of the prey availability study: hatchlings from yolk-reduced females were 8% shorter and 23% lighter and grew more slowly than those hatched from unmanipulated eggs. It is clear from their results that nutrition has an effect on hatchling quality well into life, after the obvious maternal effects have passed. There are a number of other interesting correlations (and statistical caveats) described within the text that may also be of interest to some readers.

Figure 5 from Warner and Lovern 2014.

Figure 5 from Warner and Lovern 2014.

What is becoming clear from studies like these is that environmental stressors can have lasting effects on organismal development that transcend generational boundaries. Mechanistic studies, such as those on the American alligator, illustrate that these effects are mediated by heritable methylation patterns of key regulatory genes. The stressors do not need to be long lasting; physiological responses can result from acute events that occur within key developmental windows, often when a particular organ is maturing. While stressing the embryo too far results in abnormal embryonic development, more subtle effects may not arise until late in life or subsequent generations. Anoles, and A. sagrei in particular, may provide a number of opportunities for environmental health research in the future. Studies such as the one described above could be performed to more precisely dissect the organ-specific effects of maternal nutritional stress or whether the effects dissipate with age. Similar to the alligator studies, eggs laid in polluted soils may allow opportunities for developmental toxicology research. Growing genomic resources may allow for examination of genome-wide and gene-specific methylation patterns within and outside of polluted habitats. The possibilities are broad and the impact cannot be predicted at this time, but the potential is there for much more detailed mechanistic research on the relationship between developmental physiology and the environment.

More Studies on Anole Chromosomes

karyotypes

When it rains, it pours. Research on the immense diversity in anole chromosomes was rampant in the 1970’s and early 1980’s, and then…nothing. Until, that is, the last two months. Not one, but two, papers appeared in Evolution, and now AA has learned of a paper on chromosomal variation in Norops clade anoles, recently published in Zoological Studies (click for a downloadable pdf). The paper, by Castiglia et al., examines karyotypes in Norops anoles and argues that karyological variation is in some cases consistent with our understanding of phylogenetic relationships within the group.

Abstract
Background: Neotropical lizards, genus Anolis (Polychrotidae), with nearly 380 species, are members of one of the most diversified genera among amniotes. Herein, we present an overview of chromosomal evolution in ‘beta’ Anolis (Norops group) as a baseline for future studies of the karyotypic evolution of anoles. We evaluated all available information concerning karyotypes of Norops, including original data on a recently described species, Anolis unilobatus. We used the phylogeny of Norops based on DNA sequence data to infer the main pattern of chromosomal evolution by means of an ancestral state analysis (ASR).

Results: We identified 11 different karyotypes, of which 9 in the species had so far been used in molecular studies. The ASR indicated that a change in the number of microchromosomes was the first evolutionary step, followed by an increase in chromosome numbers, likely due to centric fissions of macrochromosomes. The ASR also showed that in nine species, heteromorphic sex chromosomes most probably originated from six independent events.

Conclusions: We observed an overall good correspondence of some characteristics of karyotypes and species relationships. Moreover, the clade seems prone to sex chromosome diversification, and the origins of five of these heteromorphic sex chromosome variants seem to be recent as they appear at the tip nodes in the ancestral character reconstruction. Karyotypic diversification in Norops provides an opportunity to test the chromosomal speciation models and is expected to be useful in studying relationships among anole species and in identifying cryptic taxa.

Available Now: A New, Large Phylogeny of Anoles

BEAST estimated phylogeny of anoles. Circles on nodes represent posterior probability, black > 0.95, grey > 0.90, white > 0.70.

BEAST estimated phylogeny of anoles. Circles on nodes represent posterior probability, black > 0.95, grey > 0.90, white > 0.70.

In the course of our recent study on sex chromosome evolution in anoles (Gamble et al. in press) [AA post] we assembled a 216-species mitochondrial DNA phylogeny of anoles, the largest published to date (at least that we know of), yet containing only a little more than half of all recognized species. Although we collected new sequences for some species, our dataset is largely built on the hard work of others who collected and published on sequences from across the genus, such as Jackman et al. 1999, Poe 2004, Nicholson et al. 2005,  Mahler et al. 2010 [AA post], and Castañeda & de Quieroz 2011 [AA post].  Without access to data from these and other studies, we would have had a far less complete and robust tree for our comparative analyses.

There is a big debate going on now regarding what, where and how much data should be shared in association with publishing academically. I personally feel that providing easy access to those data used and generated during a study serves to accelerate the rate and increase the quality of scientific discovery. I am heartened that more and more journals are making data deposition a requirement for publication, although often this means little more than dumping sequence data to GenBank. Sites like Dryad, Figshare, and GitHub now provide open, permanent, and citable access to raw data, figures and, most importantly in my view, research products like alignments, code and analysis logs. In an effort to make our data as accessible and useful as possible we have archived our alignment, MrBayes and BEAST consensus trees as well as as the BEAST posterior distribution on the digital data repository Dryad [doi link]. It is our hope that other anolologists can use and improve upon these data to ask new, interesting questions and to build a larger, more complete view of the evolution of anoles.

Exploring the Anolis Y Chromosome

Sex chromosomes have historically been identified by inspecting chromosome spreads under a light microscope and looking for a morphologically distinct or heteromorphic pair of chromosomes – typically and X and Y or a Z and W. However, heteromorphic sex chromosomes are absent in many animal groups, particularly fish, amphibians, and lizards, making it difficult to determine whether a species with genetic sex determination has an XY or ZW system. As a consequence, the study by staustinreview.com of sex chromosome evolution in clades in which cryptic or homomorphic sex chromosomes are prevalent has been hampered by a lack of identified sex chromosomes in these groups. New methods are needed to find the sex chromosomes in these species and increase our understanding of homomorphic sex chromosome biology, the evolution of sex determining systems, and patterns of sex chromosome evolution overall.

David Zarkower and I have a paper in press at Molecular Ecology Resources that uses high-throughput DNA sequencing to identify sex-specific genetic markers as a means to reveal sex chromosome systems in species that lack heteromorphic sex chromosomes. We are using a newly developed DNA sequencing technique called restriction site associated DNA sequencing or RAD-seq. RAD-seq sequences the DNA flanking very specific DNA sequences (restriction enzyme recognition sites) scattered throughout the genome, generating tens of thousands of genetic markers. RAD-seq is a powerful technique for exploring genetic variation in ‘nonmodel’ species because it does not require a fully sequenced genome, requires relatively modest sequencing capacity, and can detect even minor genetic differences among individuals. We are using RAD-seq to 1) identify sex-specific molecular markers (i.e., bits of DNA found in individuals from one sex but not the other), and 2) using these markers to determine whether a species has XY or ZW sex chromosomes. Species with male-specific markers will have an XY system while species with female-specific will have a ZW system.

We are interested in using RAD-seq to screen various vertebrate species for sex chromosomes, but first wanted to validate the technique using a species with a known sex-determining mechanism. We chose the green anole (Anolis carolinensis) because its X and Y chromosomes are small and homomorphic. Therefore A. carolinensis sex chromosomes should provide a rigorous test of this technique and success with Anolis suggests there may be broad utility using this technique in other groups with homomorphic sex chromosomes.

We performed RAD-seq on seven male and ten female A. carolinensis and recovered one male-specific molecular marker. We confirmed that the marker was male-specific using PCR and also found that this genetic marker is conserved in some additional Anolis species, confirming homology among the Y chromosomes of these species (Anolis sex chromosome homology has been discussed previously on Anole Annals 1, 2). These results highlight the potential utility of RAD-seq as a tool to discover the sex chromosome systems of large numbers of species in a rapid, cost-effective manner.

PCR validation of the male-specific RAD-seq marker in Anolis carolinensis.

PCR validation of the male-specific RAD-seq marker in Anolis carolinensis.

In addition to learning about Anolis sex chromosomes the male-specific molecular marker we identified can be used to sex individuals of many Anolis species using a simple PCR-based assay, particularly species in the A. carolinensis group and in the Norops clade. This enables identification of an individual’s sex prior to the onset of secondary sexual characteristics, for example in embryos, thereby aiding developmental studies of sexually dimorphic phenotypes. The importance of sexual dimorphism to Anolis ecology and evolution has been examined previously (1, 2, 3, 4), but there is certainly much more to learn, particularly about how sexually dimorphic traits develop and evolve. The ability to sex Anolis embryos is an important step to advance this research.

Phylogenetic relationships among sampled species illustrating the sex-specific amplification of the gene rtdr1y in selected anole species. The autosomal gene kank1 was used as an internal positive control in all reactions. Bands labelled with ‘NS’ are nonspecific PCR products.

Phylogenetic relationships among sampled anoles illustrating the sex-specific amplification of the gene rtdr1y in selected anole species. The autosomal gene kank1 was used as an internal positive control in all PCR reactions. Bands labelled with ‘NS’ are nonspecific PCR products.

Reconstructing the History of Anole Sex Chromosomes

Gorman_Dominica_1965_Anolis_oculatus

George Gorman in Dominica

In the 1960s and 70’s evolutionary cytogenetics experienced a remarkable burst of interest and scholarship. Thanks largely to the efforts of George Gorman (at right) and others working at the Museum of Comparative Zoology, anoles played a central role in this research (some historical detail has previously been posted on AA). Among their findings was the occurrence of heteromorphic sex chromosomes, sex chromosomes that are visibly distinguishable from each other under a microscope, in several Anolis species but not others. Furthermore, Gorman and colleagues discovered that those Anolis species with heteromorphic sex chromosomes all had male heterogamety, with some having an XX/XY system while others had an XXXX/XXY system. Chromosomes from nearly 100 Anolis species were examined during this period and about 1/3 of those species had heteromorphic sex chromosomes. Interest in chromosome evolution waned in the 1980’s as DNA sequence data became increasing accessible, but there has been a recent resurgence thanks, in part, to sex chromosomes.

Display Behaviour in Anolis sagrei: Deterring Predators, Daunting Opponents or Drawing Partners?

A.sagrei_M&F_Sorao

Male and female A. sagrei at the famous Soroa, Cuba locality.

Anole displays consist of conspicuous behaviors that are known to be used in multiple contexts, such as exhibiting territory ownership and territory defense, mate attraction and female receptivity, species recognition, and even predator deterrence. As most of you know, the display repertoire typically involves three major signal types: “dewlap extensions” (DE, pulsing of the throat fan or dewlap), “push-ups” (PU, up and down movement of the body and tail), and “head-nods” (HN, up and down movement of the head only). Although the visual display behavior in anoles has been extensively studied, the function of these three major signal types (DE, PU and HN) remains highly equivocal, and especially in the brown anole. Therefore, we decided to set up a behavioral experiment addressing DE, PU and HN signaling rates across diverse contexts, using the brown anole as study species.

Our study differed from previous ones in two main aspects. Whereas most other studies have focused on male signaling only, we looked to the three separate signal types in both male and female lizards. Secondly, our study is the first one to compare display rates across a wide range of contexts using the same individuals over again (repeated-measures design). This design could, however, only work under fully-controlled laboratory testing conditions. The diverse contexts we tested included predator, non-predator and several social interactions (i.e., mirror, male-male, male-female and female-male). For the predator and non-predator interactions, we used a living curly-tailed and equally-sized ocellated spiny-tailed lizard, respectively; the social context involved only conspecific interactions. Rather than examining display structure, we focused on the frequency with which each individual signal type was performed.

What did our results show? We found that brown anoles of both sexes exhibited higher display rates in the presence of conspecifics than when confronted with a predator or non-predator. DE, PU, and HN seem to be of main importance during brown anole social interactions, and thus not in predator deterrence. Whereas the females did not significantly raise display rates in response to a mirror or during intersexual interactions compared to a control situation, males did. The PU signal type only appears to play a major role for brown anole males during aggressive encounters. On the other hand, increased frequencies of all signal types during male-female interactions suggest that DE, PU, and HN are all essential for male courtship.

Staged intersexual interactions in the brown anole

Staged intersexual interactions in the brown anole

Finally, we suggest that intersexual selection is probably a driving force for frequency-related dewlap use in both sexes (we found a very strong, but not significant, trend that females increased their DE frequency only during female-male interactions). In contrast, pronounced intersexual differences were detected for PU and HN rates within a social context. I would like to mention once more that all our behavioral experiments were conducted under controlled laboratory conditions and that caution is needed on the general interpretation of our findings.

To end, I would like to say that we did experience some difficulties in comparing our PU and HN results with results from previous studies on brown anole display behavior, due to an inconsistent terminology found in the literature. Authors have variously used the terms “nod,” “headnod,” “bob,” “headbob” and “pushup” to refer to the stereotyped bobbing display and it is not always clear which movements correspond exactly to which terms (e.g., only head movement, only front legs, whole body movement including/excluding tail). Partan et al. (2011) did a very nice job by discussing several bobbing display terms in her paper, but still we think there is need for a more consistent and defined “bobbing” terminology. In this way, pooling display datasets and comparing display results will become more efficient and accurate, which in turn may lead to better “anole science”!

Driessens, T., Vanhooydonck, B., Van Damme, R. 2014. Deterring predators, daunting opponents or drawing partners? Signaling rates across diverse contexts in the lizard Anolis sagrei. Behav Ecol Sociobiol 68:173–184.

Measuring Maximal Performance In Animals: The Cautionary Story From The Calaveras County Frog Jumping Contest

For more than three decades, since the seminal work of Ray Huey, Al Bennett, and Steve Arnold, biologists have measured whole animal performance–how fast they run, how far they jump, how well they can swim–to understand how species are adapted to their environment.  Work on anoles has been a prime example of how we can study differences among individuals and species to understand how natural selection works and why species living in different environments possess different morphologies (several AA posts have discussed this sort of work [e.g., 1, 2, 3]).

But a critical assumption of all of this research is that we can get animals to perform maximally. Otherwise, it’s tough to study what causes variation in maximal capabilities if animals aren’t performing maximally. The catch is: how do you tell if an animal is going all out? Sure, it’s easy to weed out the slackers, but distinguishing a lizard giving it his all from one going at, say, 90% of max…hard to tell.

In an important and entertaining paper, Henry Astley and colleagues provide some sobering information. The short story goes as follows, and you really should watch the video below for more details and some great images: biomechanicians have studied frog jumping for decades to understand how muscles work. Bullfrogs are known not to jump very well. The maximum jump ever recorded in the lab was only 1.3 m, whereas the much smaller Cuban treefrog can bound 1.7 m. The proffered explanation was that bullfrogs live on land and in the water, and so their morphology must be a compromise.

But…the Guinness Book of World Records claims that a bullfrog–Rosie the Ribeter, to be exact–once jumped 2.18 meters at the Calaveras County Fair. That’s  68% farther than any scientist had ever recorded in the lab. Sounds like a bunch of hooey, right? Well, just to debunk this nonsense, a bunch of Brown University biologists headed to sunny California to visit the County Fair, eat some cotton candy, and check out the frogs. And, lo and behold, it’s true–bullfrogs there regularly far exceed the lab record.

The story’s a lot more complicated–it turns out that there are “pro” frog jumpers–and I won’t go into the details; the paper is well worth a read, very entertaining and sobering for lab performance types (abstract here). But the short story is this: it seems that lab studies had massively underestimated how far bullfrogs can jump, calling into question many of the conclusions that had been reached about their physiology. Moreover, records for the maximum jump distance at the fair showed a steady increase for the first 50 years before levelling off for the last 30. This suggests that the people who jump the frogs (and some families have been doing this for generations) have only gradually learned exactly what conditions and behaviors maximally stimulate the frogs. And this suggests that lab scientists, who just guess at what may work best and tinker a little bit, may not have much of a chance of hitting on the right stimuli.

There’s been lots of great press coverage, too–just google “calaveras frog astley” or something like that. But, first, watch the video and go read the paper (I can email you a copy if you can’t access it online).

httpv://www.youtube.com/watch?v=QKFpvoez7_M

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