1
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Zhang L, Cao Z, Zhao Q. Deep learning-aided segmentation combined with finite element analysis reveals a more natural biomechanic of dinosaur fossil. Sci Rep 2025; 15:13964. [PMID: 40263619 PMCID: PMC12015504 DOI: 10.1038/s41598-025-99131-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Accepted: 04/17/2025] [Indexed: 04/24/2025] Open
Abstract
Finite element analysis (FEA), a biomechanical simulation technique capable of providing direct mechanical visualization for CT-based digital models, has been extensively applied to fossil image datasets to address key evolutionary questions in paleontology. However, the rock matrix filling intertrabecular space of fossils often causes severe deviations in FEA results. Segmentation strategies such as thresholding and manual labeling have been employed to mitigate these disturbances. However, the efficiency of manual segmentation and the accuracy of thresholding remain questionable. In this study, we applied FEA combined with deep learning-based segregation on a femoral specimen of Jeholosaurus (a small bipedal dinosaur). This novel methodology efficiently generates the FE model with stress distribution that closely reflects the trabecular architecture in fossils of extinct taxa, reflecting a more natural state of biomechanical performance with high biological reality. Our approach provides a practical strategy for studying the biomechanics, functional morphology, and taxonomy of extinct species.
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Affiliation(s)
- Lijia Zhang
- Department of Orthopedic Surgery, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, Beijing, 100730, China
| | - Zixiong Cao
- Comet Technologies Canada, Montreal, H3B 1A7, Canada
| | - Qi Zhao
- Institute of Vertebrate Paleontology and Paleoanthropology, Chinese Academy of Sciences, Beijing, 100044, China.
- College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China.
- Paleozoological Museum of China (Baoding Natural History Museum), Baoding, 071000, China.
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2
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Greif M, Calandra I, Lautenschlager S, Kaiser TM, Mezane M, Klug C. Reconstruction of feeding behaviour and diet in Devonian ctenacanth chondrichthyans using dental microwear texture and finite element analyses. ROYAL SOCIETY OPEN SCIENCE 2025; 12:240936. [PMID: 39881788 PMCID: PMC11774596 DOI: 10.1098/rsos.240936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 09/23/2024] [Accepted: 12/06/2024] [Indexed: 01/31/2025]
Abstract
Devonian ctenacanth chondrichthyans reached body sizes similar to modern great white sharks and therefore might have been apex predators of the Devonian seas. However, very little is known about the diet and feeding behaviours of these large ancestral sharks. To reconstruct their ecological properties, teeth of the large Famennian (Late Devonian) chondrichthyan Ctenacanthus concinnus from the Anti-Atlas, Morocco, were analysed. The teeth show strong tooth wear with deep horizontal as well as vertical scratches. Dental microwear texture analysis, a well-established method for the reconstruction of diet and commonly used in terrestrial vertebrates, was applied for the first time, to our knowledge, to Palaeozoic vertebrates in this study. Furthermore, finite element analysis was performed to test the biomechanical properties of the teeth. By combining both analyses, as well as palaeoenvironmental data and tooth morphology, we demonstrate that the results from only one method can be insufficient and misleading. Ctenacanthus concinnus most likely was an opportunistic feeder like many modern sharks. Direct evidence and the results of our analyses suggest that Ctenacanthus fed on ectocochleate cephalopods, other chondrichthyans and further vertebrates using a combination of head movements including lateral head shaking to cut large prey items.
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Affiliation(s)
- Merle Greif
- Department of Palaeontology, University of Zurich, Karl-Schmid-Strasse 4, Zurich8006, Switzerland
| | - Ivan Calandra
- Imaging Platform at LEIZA (IMPALA), and Laboratory for Traceology and Controlled Experiments (TraCEr), MONREPOS Archaeological Research Centre, Leibniz-Zentrum für Archäologie, Neuwied56567, Germany
| | - Stephan Lautenschlager
- School of Geography, Earth and Environmental Sciences, Lapworth Museum of Geology, University of Birmingham, Edgbaston, Birmingham, UK
| | - Thomas M. Kaiser
- Centre for Taxonomy and Morphology, Section Mammalogy and Paleoanthropology, Leibniz Institute for the Analysis of Biodiversity Change (LIB), Martin-Luther-King-Platz 3, Hamburg20146, Germany
| | | | - Christian Klug
- Department of Palaeontology, University of Zurich, Karl-Schmid-Strasse 4, Zurich8006, Switzerland
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3
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Soorani M, Anjani QK, Larrañeta E, Donnelly RF, Das DB. Modelling insertion behaviour of PVP (Polyvinylpyrrolidone) and PVA (Polyvinyl Alcohol) microneedles. Int J Pharm 2024; 664:124620. [PMID: 39179007 DOI: 10.1016/j.ijpharm.2024.124620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Revised: 08/18/2024] [Accepted: 08/18/2024] [Indexed: 08/26/2024]
Abstract
A comprehensive investigation into the effects of nonlinear material behaviour of polymeric (MN) and skin on the dynamics of the MN insertion in skin was undertaken in this study using experiments and numerical simulations. The nonlinearity of the material behaviour was incorporated by employing the Ramberg-Osgood and neo-Hookean equations for stress-strain relationships for the MN materials and skin, respectively. For this purpose, a characteristic type of dissolving MN array was selected. This type of MN is made by a combination of poly(vinyl alcohol) and poly(vinyl pyrrolidone). The numerical simulations were validated using experimental investigations where the MNs were fabricated using laser-engineered silicone micromould templates technology. Young's modulus, Poisson's ratio, and compression breaking force for the MN polymers were determined using a texture analyser. The alignment between experimental findings and simulation data underscores the accuracy of the parameters determined through mechanical testing and mathematical calculations for both MN materials (PVP/PVA) and skin behaviour during the MN insertion. This study has demonstrated a strong alignment between the experimental findings and computational simulations, confirming the accuracy of the established parameters for MNs and skin interactions for modelling MN insertion behaviour in skin, providing a solid foundation for future research in this area.
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Affiliation(s)
- M Soorani
- Department of Chemical Engineering, Loughborough University, Loughborough, LE11 3TU, United Kingdom
| | - Q K Anjani
- School of Pharmacy, Queen's University Belfast, Medical Biology, 97 Lisburn Road, Belfast, BT9 7BL, United Kingdom
| | - E Larrañeta
- School of Pharmacy, Queen's University Belfast, Medical Biology, 97 Lisburn Road, Belfast, BT9 7BL, United Kingdom
| | - R F Donnelly
- School of Pharmacy, Queen's University Belfast, Medical Biology, 97 Lisburn Road, Belfast, BT9 7BL, United Kingdom
| | - D B Das
- Department of Chemical Engineering, Loughborough University, Loughborough, LE11 3TU, United Kingdom.
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4
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Liang C, Landi F, Çetin IE, Profico A, Buzi C, Dutel H, Khonsari RH, O'Higgins P, Moazen M. Functional adaptation of the infant craniofacial system to mechanical loadings arising from masticatory forces. Proc Biol Sci 2024; 291:20240654. [PMID: 38889789 DOI: 10.1098/rspb.2024.0654] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 04/18/2024] [Indexed: 06/20/2024] Open
Abstract
The morphology and biomechanics of infant crania undergo significant changes between the pre- and post-weaning phases due to increasing loading of the masticatory system. The aims of this study were to characterize the changes in muscle forces, bite forces and the pattern of mechanical strain and stress arising from the aforementioned forces across crania in the first 48 months of life using imaging and finite element methods. A total of 51 head computed tomography scans of normal individuals were collected and analysed from a larger database of 217 individuals. The estimated mean muscle forces of temporalis, masseter and medial pterygoid increase from 30.9 to 87.0 N, 25.6 to 69.6 N and 23.1 to 58.9 N, respectively (0-48 months). Maximum bite force increases from 90.5 to 184.2 N (3-48 months). There is a change in the pattern of strain and stress from the calvaria to the face during postnatal development. Overall, this study highlights the changes in the mechanics of the craniofacial system during normal development. It further raises questions as to how and what level of changes in the mechanical forces during the development can alter the morphology of the craniofacial system.
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Affiliation(s)
- Ce Liang
- Department of Mechanical Engineering, University College London, London WC1E 7JE, UK
| | - Federica Landi
- Institut Català de Paleoecologia Humana i Evolució Social (IPHES-CERCA), Tarragona 43007, Spain
- Departament d'Història i Història de l'Art, Universitat Rovira i Virgili, Tarragona 43002, Spain
| | - Izel Ezgi Çetin
- Department of Oral and Maxillofacial Surgery, Erasmus Medical Centre, Rotterdam 3015, The Netherlands
- Craniofacial Growth and Form Laboratory, Hôpital Necker-Enfants Malades, Assistance Publique - Hôpitaux de Paris, Faculté de Médecine, Université Paris Cité, Paris 75015, France
| | - Antonio Profico
- Department of Biology, University of Pisa, Pisa 56126, Italy
| | - Costantino Buzi
- Institut Català de Paleoecologia Humana i Evolució Social (IPHES-CERCA), Tarragona 43007, Spain
- Departament d'Història i Història de l'Art, Universitat Rovira i Virgili, Tarragona 43002, Spain
| | - Hugo Dutel
- Bristol Palaeobiology Group, School of Earth Sciences, University of Bristol, Bristol S8 1TQ, UK
- Université de Bordeaux, CNRS, MCC, PACEA, UMR 5199, Pessac 33600, France
| | - Roman Hossein Khonsari
- Craniofacial Growth and Form Laboratory, Hôpital Necker-Enfants Malades, Assistance Publique - Hôpitaux de Paris, Faculté de Médecine, Université Paris Cité, Paris 75015, France
| | - Paul O'Higgins
- Department of Archaeology and Hull York Medical School, University of York, York YO10 5DD, UK
| | - Mehran Moazen
- Department of Mechanical Engineering, University College London, London WC1E 7JE, UK
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5
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Wright NL, Klompmaker AA, Petsios E. Exploring the preservation of a parasitic trace in decapod crustaceans using finite elements analysis. PLoS One 2024; 19:e0296146. [PMID: 38626153 PMCID: PMC11020947 DOI: 10.1371/journal.pone.0296146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 03/22/2024] [Indexed: 04/18/2024] Open
Abstract
The fossil record of parasitism is poorly understood, due largely to the scarcity of strong fossil evidence of parasites. Understanding the preservation potential for fossil parasitic evidence is critical to contextualizing the fossil record of parasitism. Here, we present the first use of X-ray computed tomography (CT) scanning and finite elements analysis (FEA) to analyze the impact of a parasite-induced fossil trace on host preservation. Four fossil and three modern decapod crustacean specimens with branchial swellings attributed to an epicaridean isopod parasite were CT scanned and examined with FEA to assess differences in the magnitude and distribution of stress between normal and swollen branchial chambers. The results of the FEA show highly localized stress peaks in reaction to point forces, with higher peak stress on the swollen branchial chamber for nearly all specimens and different forces applied, suggesting a possible shape-related decrease in the preservation potential of these parasitic swellings. Broader application of these methods as well as advances in the application of 3D data analysis in paleontology are critical to understanding the fossil record of parasitism and other poorly represented fossil groups.
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Affiliation(s)
- Nathan L. Wright
- Department of Geosciences, Baylor University, Waco, Texas, United States of America
| | - Adiël A. Klompmaker
- Department of Museum Research and Collections & Alabama Museum of Natural History, University of Alabama, Tuscaloosa, Alabama, United States of America
| | - Elizabeth Petsios
- Department of Geosciences, Baylor University, Waco, Texas, United States of America
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6
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Klunk CL, Heethoff M, Hammel JU, Gorb SN, Krings W. Mechanical and elemental characterization of ant mandibles: consequences for bite mechanics. Interface Focus 2024; 14:20230056. [PMID: 38618235 PMCID: PMC11008963 DOI: 10.1098/rsfs.2023.0056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 02/16/2024] [Indexed: 04/16/2024] Open
Abstract
Mandible morphology has an essential role in biting performance, but the mandible cuticle can have regional differences in its mechanical properties. The effects of such a heterogeneous distribution of cuticle material properties in the mandible responses to biting loading are still poorly explored in chewing insects. Here, we tested the mechanical properties of mandibles of the ant species Formica cunicularia by nanoindentation and investigated the effects of the cuticular variation in Young's modulus (E) under bite loading with finite-element analysis (FEA). The masticatory margin of the mandible, which interacts with the food, was the hardest and stiffest region. To unravel the origins of the mechanical property gradients, we characterized the elemental composition by energy-dispersive X-ray spectroscopy. The masticatory margin possessed high proportions of Cu and Zn. When incorporated into the FEA, variation in E effectively changed mandible stress patterns, leading to a relatively higher concentration of stresses in the stiffer mandibular regions and leaving the softer mandible blade with relatively lower stress. Our results demonstrated the relevance of cuticle E heterogeneity in mandibles under bite loading, suggesting that the accumulation of transition metals such as Cu and Zn has a relevant correlation with the mechanical characteristics in F. cunicularia mandibles.
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Affiliation(s)
- Cristian L. Klunk
- Animal Evolutionary Ecology, Technische Universität Darmstadt, Schnittspahnstr. 3, Darmstadt 64287, Germany
| | - Michael Heethoff
- Animal Evolutionary Ecology, Technische Universität Darmstadt, Schnittspahnstr. 3, Darmstadt 64287, Germany
| | - Jörg U. Hammel
- Institute of Materials Physics, Helmholtz-Zentrum Hereon, Geesthacht, Germany
| | - Stanislav N. Gorb
- Department of Functional Morphology and Biomechanics, Zoological Institute, Christian-Albrechts-Universität zu Kiel, Am Botanischen Garten 1-9, Kiel 24118, Germany
| | - Wencke Krings
- Department of Functional Morphology and Biomechanics, Zoological Institute, Christian-Albrechts-Universität zu Kiel, Am Botanischen Garten 1-9, Kiel 24118, Germany
- Department of Cariology, Endodontology and Periodontology, Universität Leipzig, Liebigstraße 12, Leipzig, Germany
- Department of Electron Microscopy, Institute of Cell and Systems Biology of Animals, Universität Hamburg, Martin-Luther-King-Platz 3, Hamburg 20146, Germany
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7
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Marcé-Nogué J, Liu J. Finite element modelling of sound transmission in the Weberian apparatus of zebrafish ( Danio rerio). J R Soc Interface 2024; 21:20230553. [PMID: 38196376 PMCID: PMC10777150 DOI: 10.1098/rsif.2023.0553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 12/07/2023] [Indexed: 01/11/2024] Open
Abstract
Zebrafish, an essential vertebrate model, has greatly expanded our understanding of hearing. However, one area that remains unexplored is the biomechanics of the Weberian apparatus, crucial for sound conduction and perception. Using micro-computed tomography (μCT) bioimaging, we created three-dimensional finite element models of the zebrafish Weberian ossicles. These models ranged from the exact size to scaled isometric versions with constrained geometry (1 to 10 mm in ossicular chain length). Harmonic finite element analysis of all 11 models revealed that the resonance frequency of the zebrafish's Weberian ossicular chain is approximately 900 Hz, matching their optimal hearing range. Interestingly, resonance frequency negatively correlated with size, while the ratio of peak displacement and difference of resonance frequency between tripus and scaphium remained constant. This suggests the transmission efficiency of the ossicular chain and the homogeneity of resonance frequency at both ends of the chain are not size-dependent. We conclude that the Weberian apparatus's resonance frequency can explain zebrafish's best hearing frequency, and their biomechanical characteristics are not influenced by isometric ontogeny. As the first biomechanical modelling of atympanic ear and among the few non-human ear modelling, this study provides a methodological framework for further investigations into hearing mechanisms and the hearing evolution of vertebrates.
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Affiliation(s)
- Jordi Marcé-Nogué
- Department of Mechanical Engineering, Universitat Rovira i Virgili Tarragona, 43007 Tarragona, Catalonia, Spain
- Institut Català de Paleontologia, Universitat Autònoma de Barcelona, 08193 Cerdanyola del Vallès, Catalonia, Spain
| | - Juan Liu
- Department of Integrative Biology, University of California, Berkeley, Berkeley, CA 94720, USA
- University of California Museum of Paleontology, University of California, Berkeley, Berkeley, CA 94720, USA
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8
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Herbert GS, Hill SA, Pio MJ, Carney R, Carlson A, Newham E, Bright JA. Three-dimensional visualization of predatory gastropod feeding teeth with synchrotron scanning. J Morphol 2023; 284:e21633. [PMID: 37708504 DOI: 10.1002/jmor.21633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 07/12/2023] [Accepted: 08/03/2023] [Indexed: 09/16/2023]
Abstract
Several families of neogastropod mollusks independently evolved the ability to drill through mineralized prey skeletons using their own mineralized feeding teeth, sometimes with shell-softening chemical agents produced by an organ in the foot. Teeth with more durable tooth shapes should extend their use and improve predator performance, but past studies have described only the cusped-side of teeth, mostly overlooking morphologies related to functional interactions between teeth. Here, we describe the three-dimensional morphology of the central drilling tooth (rachidian) from four species of the neogastropod family Muricidae using synchrotron tomographic microscopy and assemble a three-dimensional model of a multitooth series in drilling position for two of them to investigate their dynamic form. We find two new types of articulating surfaces, including a saddle joint at either end of the rachidian and a large tongue-and-groove joint in the center. The latter has a shape that maximizes contact surface area between teeth as they rotate away from each other during drilling. Articulating joints have not been described in Neogastropod radula previously, but they are consistent with an earlier hypothesis that impact forces on individual teeth during predatory drilling are dispersed by tooth-tooth interactions.
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Affiliation(s)
- Gregory S Herbert
- School of Geosciences, University of South Florida, Tampa, Florida, USA
| | - Stephen A Hill
- School of Geosciences, University of South Florida, Tampa, Florida, USA
| | - Maria Jose Pio
- Consejo Nacional de Investigaciones Científicas y Técnicas, CONICET, Buenos Aires, Argentina
| | - Ryan Carney
- Department of Integrative Biology, University of South Florida, Tampa, Florida, USA
| | - Amber Carlson
- School of Geosciences, University of South Florida, Tampa, Florida, USA
| | - Elis Newham
- School of Engineering and Materials Sciences, Queen Mary University of London, London, UK
- Section Palaeontology, Institute of Geosciences, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn, Germany
| | - Jen A Bright
- School of Geosciences, University of South Florida, Tampa, Florida, USA
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Lemanis R, Zlotnikov I. Fractal-like geometry as an evolutionary response to predation? SCIENCE ADVANCES 2023; 9:eadh0480. [PMID: 37494450 PMCID: PMC10371019 DOI: 10.1126/sciadv.adh0480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 06/26/2023] [Indexed: 07/28/2023]
Abstract
Fractal-like, intricate morphologies are known to exhibit beneficial mechanical behavior in various engineering and technological domains. The evolution of fractal-like, internal walls of ammonoid cephalopod shells represent one of the most clear evolutionary trends toward complexity in biology, but the driver behind their iterative evolution has remained unanswered since the first hypotheses introduced in the early 1800s. We show a clear correlation between the fractal-like morphology and structural stability. Using linear and nonlinear computational mechanical simulations, we demonstrate that the increase in the complexity of septal geometry leads to a substantial increase in the mechanical stability of the entire shell. We hypothesize that the observed tendency is a driving force toward the evolution of the higher complexity of ammonoid septa, providing the animals with superior structural support and protection against predation. Resolving the adaptational value of this unique trait is vital to fully comprehend the intricate evolutionary trends between morphology, ecological shifts, and mass extinctions through Earth's history.
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Affiliation(s)
- Robert Lemanis
- />BCUBE - Center for Molecular Bioengineering, Technische Universität Dresden, Dresden 01307, Germany
| | - Igor Zlotnikov
- />BCUBE - Center for Molecular Bioengineering, Technische Universität Dresden, Dresden 01307, Germany
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