1
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Lagorio AD, McGechie FR, Fields MG, Fortner J, Mackereth E, Perez C, Wilken AT, Leal M, Ward CV, Middleton KM, Holliday CM. Computational Approaches and Observer Variation in the 3D Musculoskeletal Modeling of the Heads of Anolis. Integr Org Biol 2024; 6:obae009. [PMID: 38699511 PMCID: PMC11065355 DOI: 10.1093/iob/obae009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 02/12/2024] [Accepted: 03/19/2024] [Indexed: 05/05/2024] Open
Abstract
High-resolution imaging, 3D modeling, and quantitative analyses are equipping evolutionary biologists with new approaches to understanding the variation and evolution of the musculoskeletal system. However, challenges with interpreting DiceCT data and higher order use of modeled muscles have not yet been fully explored, and the error in and accuracy of some digital methods remain unclear. West Indian Anolis lizards are a model clade for exploring patterns in functional adaptation, ecomorphology, and sexual size dimorphism in vertebrates. These lizards possess numerous jaw muscles with potentially different anatomies that sculpt the adductor chamber of the skull. Here we test approaches to quantifying the musculoskeletal shape of the heads of two species of Anolis: A. pulchellus and A. sagrei. We employ comparative approaches such as DiceCT segmentation of jaw muscles, 3D surface attachment mapping, and 3D landmarking with the aim of exploring muscle volumes, 3D muscle fiber architecture, and sexual dimorphism of the skull. We then compare sources of measurement error in these 3D analyses while also presenting new 3D musculoskeletal data from the Anolis feeding apparatus. These findings demonstrate the accessibility and repeatability of these emerging techniques as well as provide details regarding the musculoskeletal anatomy of the heads of A. pulchellus and A. sagrei which show potential for further research of comparative biomechanics and evolution in the clade.
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Affiliation(s)
- A D Lagorio
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, MO 65212, USA
| | - F R McGechie
- Department of Basic Medical Sciences, University of Arizona College of Medicine-Phoenix, Phoenix, AZ 85004, USA
| | - M G Fields
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, MO 65212, USA
| | - J Fortner
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, MO 65212, USA
| | - E Mackereth
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, MO 65212, USA
| | - C Perez
- Division of Biological Sciences, University of Missouri, Columbia, MO 65211, USA
| | - A T Wilken
- Department of Organismal Biology and Anatomy, University of Chicago, Chicago, IL 60637, USA
| | - M Leal
- Division of Biological Sciences, University of Missouri, Columbia, MO 65211, USA
| | - C V Ward
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, MO 65212, USA
| | - K M Middleton
- Division of Biological Sciences, University of Missouri, Columbia, MO 65211, USA
| | - C M Holliday
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, MO 65212, USA
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2
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Abstract
Joints enable nearly all vertebrate animal motion, from feeding to locomotion. However, despite well over a century of arthrological research, we still understand very little about how the structure of joints relates to the kinematics they exhibit in life. This Commentary discusses the value of joint mobility as a lens through which to study articular form and function. By independently exploring form-mobility and mobility-function relationships and integrating the insights gained, we can develop a deep understanding of the strength and causality of articular form-function relationships. In turn, we will better illuminate the basics of 'how joints work' and be well positioned to tackle comparative investigations of the diverse repertoire of vertebrate animal motion.
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Affiliation(s)
- Armita R Manafzadeh
- Yale Institute for Biospheric Studies, Yale University, New Haven, CT 06520, USA.,Department of Earth & Planetary Sciences, Yale University, New Haven, CT 06520-8109, USA.,Yale Peabody Museum of Natural History, 170 Whitney Avenue, New Haven, CT 06520, USA.,Department of Mechanical Engineering and Materials Science, Yale University, 17 Hillhouse Avenue, New Haven, CT 06520-8292, USA
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3
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Rowe AJ, Rayfield EJ. The efficacy of computed tomography scanning versus surface scanning in 3D finite element analysis. PeerJ 2022; 10:e13760. [PMID: 36042861 PMCID: PMC9420411 DOI: 10.7717/peerj.13760] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 06/29/2022] [Indexed: 01/17/2023] Open
Abstract
Finite element analysis (FEA) is a commonly used application in biomechanical studies of both extant and fossil taxa to assess stress and strain in solid structures such as bone. FEA can be performed on 3D structures that are generated using various methods, including computed tomography (CT) scans and surface scans. While previous palaeobiological studies have used both CT scanned models and surface scanned models, little research has evaluated to what degree FE results may vary when CT scans and surface scans of the same object are compared. Surface scans do not preserve the internal geometries of 3D structures, which are typically preserved in CT scans. Here, we created 3D models from CT scans and surface scans of the same specimens (crania and mandibles of a Nile crocodile, a green sea turtle, and a monitor lizard) and performed FEA under identical loading parameters. It was found that once surface scanned models are solidified, they output stress and strain distributions and model deformations comparable to their CT scanned counterparts, though differing by notable stress and strain magnitudes in some cases, depending on morphology of the specimen and the degree of reconstruction applied. Despite similarities in overall mechanical behaviour, surface scanned models can differ in exterior shape compared to CT scanned models due to inaccuracies that can occur during scanning and reconstruction, resulting in local differences in stress distribution. Solid-fill surface scanned models generally output lower stresses compared to CT scanned models due to their compact interiors, which must be accounted for in studies that use both types of scans.
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Affiliation(s)
- Andre J. Rowe
- School of Earth Sciences, University of Bristol, Bristol, United Kingdom
| | - Emily J. Rayfield
- School of Earth Sciences, University of Bristol, Bristol, United Kingdom
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4
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Holliday CM, Sellers KC, Lessner EJ, Middleton KM, Cranor C, Verhulst CD, Lautenschlager S, Bader K, Brown MA, Colbert MW. New frontiers in imaging, anatomy, and mechanics of crocodylian jaw muscles. Anat Rec (Hoboken) 2022; 305:3016-3030. [PMID: 35723491 DOI: 10.1002/ar.25011] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 05/16/2022] [Accepted: 05/21/2022] [Indexed: 12/12/2022]
Abstract
New imaging and biomechanical approaches have heralded a renaissance in our understanding of crocodylian anatomy. Here, we review a series of approaches in the preparation, imaging, and functional analysis of the jaw muscles of crocodylians. Iodine-contrast microCT approaches are enabling new insights into the anatomy of muscles, nerves, and other soft tissues of embryonic as well as adult specimens of alligators. These imaging data and other muscle modeling methods offer increased accuracy of muscle sizes and attachments without destructive methods like dissection. 3D modeling approaches and imaging data together now enable us to see and reconstruct 3D muscle architecture which then allows us to estimate 3D muscle resultants, but also measurements of pennation in ways not seen before. These methods have already revealed new information on the ontogeny, diversity, and function of jaw muscles and the heads of alligators and other crocodylians. Such approaches will lead to enhanced and accurate analyses of form, function, and evolution of crocodylians, their fossil ancestors and vertebrates in general.
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Affiliation(s)
- Casey M Holliday
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, Missouri, USA
| | - Kaleb C Sellers
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, Missouri, USA
| | - Emily J Lessner
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, Missouri, USA
| | - Kevin M Middleton
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, Missouri, USA
| | - Corrine Cranor
- Department of Geology and Geologic Engineering, South Dakota School of Mines and Technology, Rapid City, South Dakota, USA
| | - Conner D Verhulst
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, Missouri, USA
| | - Stephan Lautenschlager
- School of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham, UK
| | - Kenneth Bader
- Texas Vertebrate Paleontology Collection, Jackson School of Geosciences, University of Texas at Austin, Austin, Texas, USA
| | - Matthew A Brown
- Texas Vertebrate Paleontology Collection, Jackson School of Geosciences, University of Texas at Austin, Austin, Texas, USA
| | - Matthew W Colbert
- Jackson School of Geosciences, University of Texas at Austin, Austin, Texas, USA
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5
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Sellers KC, Nieto MN, Degrange FJ, Pol D, Clark JM, Middleton KM, Holliday CM. The effects of skull flattening on suchian jaw muscle evolution. Anat Rec (Hoboken) 2022; 305:2791-2822. [PMID: 35661427 DOI: 10.1002/ar.24912] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 02/28/2022] [Accepted: 03/02/2022] [Indexed: 12/20/2022]
Abstract
Jaw muscles are key features of the vertebrate feeding apparatus. The jaw musculature is housed in the skull whose morphology reflects a compromise between multiple functions, including feeding, housing sensory structures, and defense, and the skull constrains jaw muscle geometry. Thus, jaw muscle anatomy may be suboptimally oriented for the production of bite force. Crocodylians are a group of vertebrates that generate the highest bite forces ever measured with a flat skull suited to their aquatic ambush predatory style. However, basal members of the crocodylian line (e.g., Prestosuchus) were terrestrial predators with plesiomorphically tall skulls, and thus the origin of modern crocodylians involved a substantial reorganization of the feeding apparatus and its jaw muscles. Here, we reconstruct jaw muscles across a phylogenetic range of crocodylians and fossil suchians to investigate the impact of skull flattening on muscle anatomy. We used imaging data to create 3D models of extant and fossil suchians that demonstrate the evolution of the crocodylian skull, using osteological correlates to reconstruct muscle attachment sites. We found that jaw muscle anatomy in early fossil suchians reflected the ancestral archosaur condition but experienced progressive shifts in the lineage leading to Metasuchia. In early fossil suchians, musculus adductor mandibulae posterior and musculus pterygoideus (mPT) were of comparable size, but by Metasuchia, the jaw musculature is dominated by mPT. As predicted, we found that taxa with flatter skulls have less efficient muscle orientations for the production of high bite force. This study highlights the diversity and evolution of jaw muscles in one of the great transformations in vertebrate evolution.
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Affiliation(s)
- Kaleb C Sellers
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, Missouri, USA.,Department of Clinical Anatomy and Osteopathic Principles and Practice, Rocky Vista University, Parker, Colorado, USA
| | - Mauro Nicolas Nieto
- Centro de Investigaciones en Ciencias de la Tierra (CICTERRA), UNC, CONICET, Córdoba, Argentina
| | - Federico J Degrange
- Centro de Investigaciones en Ciencias de la Tierra (CICTERRA), UNC, CONICET, Córdoba, Argentina
| | - Diego Pol
- CONICET, Museo Paleontológico Egidio Feruglio, Trelew, Argentina
| | - James M Clark
- Department of Biological Sciences, The George Washington University, Washington, District of Columbia, USA
| | - Kevin M Middleton
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, Missouri, USA
| | - Casey M Holliday
- Department of Pathology and Anatomical Sciences, University of Missouri, Columbia, Missouri, USA
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6
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Abel P, Pommery Y, Ford DP, Koyabu D, Werneburg I. Skull Sutures and Cranial Mechanics in the Permian Reptile Captorhinus aguti and the Evolution of the Temporal Region in Early Amniotes. Front Ecol Evol 2022. [DOI: 10.3389/fevo.2022.841784] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
While most early limbed vertebrates possessed a fully-roofed dermatocranium in their temporal skull region, temporal fenestrae and excavations evolved independently at least twice in the earliest amniotes, with several different variations in shape and position of the openings. Yet, the specific drivers behind this evolution have been only barely understood. It has been mostly explained by adaptations of the feeding apparatus as a response to new functional demands in the terrestrial realm, including a rearrangement of the jaw musculature as well as changes in strain distribution. Temporal fenestrae have been retained in most extant amniotes but have also been lost again, notably in turtles. However, even turtles do not represent an optimal analog for the condition in the ancestral amniote, highlighting the necessity to examine Paleozoic fossil material. Here, we describe in detail the sutures in the dermatocranium of the Permian reptile Captorhinus aguti (Amniota, Captorhinidae) to illustrate bone integrity in an early non-fenestrated amniote skull. We reconstruct the jaw adductor musculature and discuss its relation to intracranial articulations and bone flexibility within the temporal region. Lastly, we examine whether the reconstructed cranial mechanics in C. aguti could be treated as a model for the ancestor of fenestrated amniotes. We show that C. aguti likely exhibited a reduced loading in the areas at the intersection of jugal, squamosal, and postorbital, as well as at the contact between parietal and postorbital. We argue that these “weak” areas are prone for the development of temporal openings and may be treated as the possible precursors for infratemporal and supratemporal fenestrae in early amniotes. These findings provide a good basis for future studies on other non-fenestrated taxa close to the amniote base, for example diadectomorphs or other non-diapsid reptiles.
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7
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Three-dimensional polygonal muscle modelling and line of action estimation in living and extinct taxa. Sci Rep 2022; 12:3358. [PMID: 35233027 PMCID: PMC8888607 DOI: 10.1038/s41598-022-07074-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 02/08/2022] [Indexed: 11/24/2022] Open
Abstract
Biomechanical models and simulations of musculoskeletal function rely on accurate muscle parameters, such as muscle masses and lines of action, to estimate force production potential and moment arms. These parameters are often obtained through destructive techniques (i.e., dissection) in living taxa, frequently hindering the measurement of other relevant parameters from a single individual, thus making it necessary to combine multiple specimens and/or sources. Estimating these parameters in extinct taxa is even more challenging as soft tissues are rarely preserved in fossil taxa and the skeletal remains contain relatively little information about the size or exact path of a muscle. Here we describe a new protocol that facilitates the estimation of missing muscle parameters (i.e., muscle volume and path) for extant and extinct taxa. We created three-dimensional volumetric reconstructions for the hindlimb muscles of the extant Nile crocodile and extinct stem-archosaur Euparkeria, and the shoulder muscles of an extant gorilla to demonstrate the broad applicability of this methodology across living and extinct animal clades. Additionally, our method can be combined with surface geometry data digitally captured during dissection, thus facilitating downstream analyses. We evaluated the estimated muscle masses against physical measurements to test their accuracy in estimating missing parameters. Our estimated muscle masses generally compare favourably with segmented iodine-stained muscles and almost all fall within or close to the range of observed muscle masses, thus indicating that our estimates are reliable and the resulting lines of action calculated sufficiently accurately. This method has potential for diverse applications in evolutionary morphology and biomechanics.
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8
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Modeling tooth enamel in FEA comparisons of skulls: Comparing common simplifications with biologically realistic models. iScience 2021; 24:103182. [PMID: 34761178 PMCID: PMC8567004 DOI: 10.1016/j.isci.2021.103182] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 07/27/2021] [Accepted: 09/23/2021] [Indexed: 11/24/2022] Open
Abstract
Palaeontologists often use finite element analyses, in which forces propagate through objects with specific material properties, to investigate feeding biomechanics. Teeth are usually modeled with uniform properties (all bone or all enamel). In reality, most teeth are composed of pulp, dentine, and enamel. We tested how simplified teeth compare to more realistic models using mandible models of three reptiles. For each, we created models representing enamel thicknesses found in extant taxa, as well as simplified models (bone, dentine or enamel). Our results suggest that general comparisons of stress distribution among distantly related taxa do not require representation of dental tissues, as there was no noticeable effect on heatmap representations of stress. However, we find that representation of dental tissues impacts bite force estimates, although magnitude of these effects may differ depending on constraints. Thus, as others have shown, the detail necessary in a biomechanical model relates to the questions being examined.
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9
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Paparella I, Caldwell MW. Cranial anatomy of the Galápagos marine iguana Amblyrhynchus cristatus (Squamata: Iguanidae). Anat Rec (Hoboken) 2021; 305:1739-1786. [PMID: 34652885 DOI: 10.1002/ar.24797] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Revised: 08/24/2021] [Accepted: 08/25/2021] [Indexed: 12/24/2022]
Abstract
Amblyrhynchus cristatus, the marine iguana, is unique among the ~7,000 species of living limbed lizards as it has successfully evolved adaptations that allow it to live in both terrestrial and marine environments. This species is endemic to the Galápagos Archipelago and has evolved a specialized feeding behavior, consuming primarily the algae that grow on the rocky seafloor. The intriguing questions arising around the evolution of the marine iguana concerns the use of exaptations of terrestrial features for aquatic and specifically marine adaptations. However, the lack of fundamental information about its anatomy currently prevents us from understanding how it became adapted to such a peculiar lifestyle in comparison to all other iguanids. The goal of this study is to provide the first ever description of the skull, mandible, and hyoid of Amblyrhynchus. We examined several specimens of marine iguana, including skeletal, wet, and ct-scanned material, and individuals at different ontogenetic stages. We also analyzed specimens of all other modern iguanid genera (Conolophus, Iguana, Ctenosaura, Cyclura, Dipsosaurus, Brachylophus, Sauromalus) in order to make comparisons between Amblyrhynchus and its closest relatives. We were able to identify several autapomorphic features that distinguish the marine iguana from all other iguanids. These unique morphologies are mostly associated with the modified configuration of the snout (nasal chamber), increased muscle attachments in the temporal-postorbital region of the skull, and dentition. Since Amblyrhynchus is the only nonophidian squamate currently able to exploit the ocean at least for some vital functions (i.e., feeding), we used comparisons to fossil marine lizards (e.g., mosasaurids) to discuss some of these unique traits. The new cranial features described for Amblyrhynchus may represent a source of novel morphological characters for use in future phylogenetic analyses of iguanian (or squamate) relationships, which will then serve as the foundation for the exploration of evolutionary patterns and processes that led to the development of such unique adaptations.
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Affiliation(s)
- Ilaria Paparella
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Michael W Caldwell
- Department of Biological Sciences, University of Alberta, Edmonton, Alberta, Canada.,Department of Earth and Atmospheric Sciences, University of Alberta, Edmonton, Alberta, Canada
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10
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Cranial Structure of Varanus komodoensis as Revealed by Computed-Tomographic Imaging. Animals (Basel) 2021; 11:ani11041078. [PMID: 33918974 PMCID: PMC8070356 DOI: 10.3390/ani11041078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Revised: 04/05/2021] [Accepted: 04/07/2021] [Indexed: 11/17/2022] Open
Abstract
Simple Summary We investigated the head of Komodo dragons using CT imaging. Cross-sections show that all cranial bones can be delineated, while soft tissue structures are evident but not clearly identifiable without an anatomical atlas. Additional three-dimensional reconstructed and maximum intensity projection images of the head were presented to depict bony structures. The anatomical structures identified on the CT images could help further assess the head of the Komodo dragon. Abstract This study aimed to describe the anatomic features of the normal head of the Komodo dragon (Varanus komodoensis) identified by computed tomography. CT images were obtained in two dragons using a helical CT scanner. All sections were displayed with a bone and soft tissue windows setting. Head reconstructed, and maximum intensity projection images were obtained to enhance bony structures. After CT imaging, the images were compared with other studies and reptile anatomy textbooks to facilitate the interpretation of the CT images. Anatomic details of the head of the Komodo dragon were identified according to the CT density characteristics of the different organic tissues. This information is intended to be a useful initial anatomic reference in interpreting clinical CT imaging studies of the head and associated structures in live Komodo dragons.
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11
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Dutel H, Gröning F, Sharp AC, Watson PJ, Herrel A, Ross CF, Jones MEH, Evans SE, Fagan MJ. Comparative cranial biomechanics in two lizard species: impact of variation in cranial design. J Exp Biol 2021; 224:jeb.234831. [PMID: 33504585 PMCID: PMC7970069 DOI: 10.1242/jeb.234831] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 01/18/2021] [Indexed: 12/19/2022]
Abstract
Cranial morphology in lepidosaurs is highly disparate and characterised by the frequent loss or reduction of bony elements. In varanids and geckos, the loss of the postorbital bar is associated with changes in skull shape, but the mechanical principles underlying this variation remain poorly understood. Here, we sought to determine how the overall cranial architecture and the presence of the postorbital bar relate to the loading and deformation of the cranial bones during biting in lepidosaurs. Using computer-based simulation techniques, we compared cranial biomechanics in the varanid Varanus niloticus and the teiid Salvator merianae, two large, active foragers. The overall strain magnitude and distribution across the cranium were similar in the two species, despite lower strain gradients in V. niloticus. In S. merianae, the postorbital bar is important for resistance of the cranium to feeding loads. The postorbital ligament, which in varanids partially replaces the postorbital bar, does not affect bone strain. Our results suggest that the reduction of the postorbital bar impaired neither biting performance nor the structural resistance of the cranium to feeding loads in V. niloticus. Differences in bone strain between the two species might reflect demands imposed by feeding and non-feeding functions on cranial shape. Beyond variation in cranial bone strain related to species-specific morphological differences, our results reveal that similar mechanical behaviour is shared by lizards with distinct cranial shapes. Contrary to the situation in mammals, the morphology of the circumorbital region, calvaria and palate appears to be important for withstanding high feeding loads in these lizards. Summary:In vivo measurements and computer-based simulations of the cranial mechanics of two large lizards indicate that similar mechanical behaviour is shared by lizards with distinct cranial architecture, and show the importance of the postorbital bar in resisting the feeding loads.
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Affiliation(s)
- Hugo Dutel
- School of Earth Sciences, University of Bristol, Bristol, BS8 1TQ, UK .,Department of Engineering, Medical and Biological Engineering Research Group, University of Hull, Hull, HU6 7RX, UK
| | - Flora Gröning
- School of Medicine, Medical Sciences and Nutrition, University of Aberdeen, Aberdeen, AB25 2ZD, UK
| | - Alana C Sharp
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, L7 8TX, UK.,Centre for Integrative Anatomy, Research Department of Cell and Developmental Biology, University College London, Anatomy Building, Gower Street, London, WCIE 6BT, UK
| | - Peter J Watson
- Department of Engineering, Medical and Biological Engineering Research Group, University of Hull, Hull, HU6 7RX, UK
| | - Anthony Herrel
- UMR 7179 MECADEV, MNHN - CNRS, Département Adaptations du Vivant, Muséum national d'Histoire naturelle, 75005 Paris, France
| | - Callum F Ross
- Organismal Biology and Anatomy, University of Chicago, 1027 East 57th Street, Chicago, IL 60637, USA
| | - Marc E H Jones
- Centre for Integrative Anatomy, Research Department of Cell and Developmental Biology, University College London, Anatomy Building, Gower Street, London, WCIE 6BT, UK
| | - Susan E Evans
- Centre for Integrative Anatomy, Research Department of Cell and Developmental Biology, University College London, Anatomy Building, Gower Street, London, WCIE 6BT, UK
| | - Michael J Fagan
- Department of Engineering, Medical and Biological Engineering Research Group, University of Hull, Hull, HU6 7RX, UK
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12
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Buser TJ, Boyd OF, Cortés Á, Donatelli CM, Kolmann MA, Luparell JL, Pfeiffenberger JA, Sidlauskas BL, Summers AP. The Natural Historian's Guide to the CT Galaxy: Step-by-Step Instructions for Preparing and Analyzing Computed Tomographic (CT) Data Using Cross-Platform, Open Access Software. Integr Org Biol 2020; 2:obaa009. [PMID: 33791553 PMCID: PMC7671151 DOI: 10.1093/iob/obaa009] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
The decreasing cost of acquiring computed tomographic (CT) data has fueled a global effort to digitize the anatomy of museum specimens. This effort has produced a wealth of open access digital three-dimensional (3D) models of anatomy available to anyone with access to the Internet. The potential applications of these data are broad, ranging from 3D printing for purely educational purposes to the development of highly advanced biomechanical models of anatomical structures. However, while virtually anyone can access these digital data, relatively few have the training to easily derive a desirable product (e.g., a 3D visualization of an anatomical structure) from them. Here, we present a workflow based on free, open source, cross-platform software for processing CT data. We provide step-by-step instructions that start with acquiring CT data from a new reconstruction or an open access repository, and progress through visualizing, measuring, landmarking, and constructing digital 3D models of anatomical structures. We also include instructions for digital dissection, data reduction, and exporting data for use in downstream applications such as 3D printing. Finally, we provide Supplementary Videos and workflows that demonstrate how the workflow facilitates five specific applications: measuring functional traits associated with feeding, digitally isolating anatomical structures, isolating regions of interest using semi-automated segmentation, collecting data with simple visual tools, and reducing file size and converting file type of a 3D model.
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Affiliation(s)
- T J Buser
- Department of Fisheries and Wildlife, Oregon State University, Corvallis, OR, USA
| | - O F Boyd
- Department of Integrative Biology, Oregon State University, Corvallis, OR, USA
| | - Á Cortés
- Department of Fisheries and Wildlife, Oregon State University, Corvallis, OR, USA
| | - C M Donatelli
- Department of Biology, University of Ottawa, Ottawa, ON, USA
| | - M A Kolmann
- Department of Biological Sciences, George Washington University, Washington, DC, USA
| | - J L Luparell
- Department of Fisheries and Wildlife, Oregon State University, Corvallis, OR, USA
| | | | - B L Sidlauskas
- Department of Fisheries and Wildlife, Oregon State University, Corvallis, OR, USA
| | - A P Summers
- Department of Biology and SAFS, University of Washington, Friday Harbor Laboratories, Friday Harbor, Washington, DC, USA
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