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Talk A, Vanatheeva S. Mechanisms of anti-predator behavior in the great ramshorn snail (Planorbarius corneus). PLoS One 2024; 19:e0313814. [PMID: 39642121 PMCID: PMC11623786 DOI: 10.1371/journal.pone.0313814] [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: 05/24/2024] [Accepted: 10/31/2024] [Indexed: 12/08/2024] Open
Abstract
Like vertebrate animals, some invertebrates have been shown to exhibit fear- or anxiety-like behavior while in apparatus that allow choice between sheltered, darkened spaces and open, lit spaces. The behavioral mechanisms by which invertebrates accomplish this behavior, and whether those mechanisms are similar across species, has not been fully studied. Across three experiments, we investigated possible behaviors that Great Ramshorn snails (Planorbarius corneus) could use to accomplish fear behavior while in presence of the odor of a predatory fish. In experiment one, we used a light/dark preference box to demonstrate reduced preference for exposed and lit areas caused by the predator odor. In experiment two, we used an open field apparatus to demonstrate an increase in refuge-seeking (thigmotaxis, or time spent near a wall) in diffusely lit but not dark environments caused by predator odor. In the same experiment we found the snails were photokinetic (they moved faster in the light than in the dark) but we saw no effect of predator odor on photokinesis. In experiment three, we conducted a second open field study with a directional light source and found no evidence of phototaxis (movement direction with respect to light), and no effect of predator odor on phototaxis. Thus, in our studies we found evidence for refuge-seeking as a mechanism for fear-like behavior in the presence of predator odor and little evidence for perhaps more computationally simple strategies of increased photokinesis and phototaxis.
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Affiliation(s)
- Andrew Talk
- School of Psychology, University of New England, Armidale, NSW, Australia
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Just BB, Torres de Farias S. Living cognition and the nature of organisms. Biosystems 2024; 246:105356. [PMID: 39426661 DOI: 10.1016/j.biosystems.2024.105356] [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: 08/10/2024] [Revised: 09/27/2024] [Accepted: 10/17/2024] [Indexed: 10/21/2024]
Abstract
There is no consensus about what cognition is. Different perspectives conceptualize it in different ways. In the same vein, there is no agreement about which systems are truly cognitive. This begs the question, what makes a process or a system cognitive? One of the most conspicuous features of cognition is that it is a set of processes. Cognition, in the end, is a collection of processes such as perception, memory, learning, decision-making, problem-solving, goal-directedness, attention, anticipation, communication, and maybe emotion. There is a debate about what they mean, and which systems possess these processes. One aspect of this problem concerns the level at which cognition and the single processes are conceptualized. To make this scenario clear, evolutionary and self-maintenance arguments are taken. Given the evolutive landscape, one sees processes shared by all organisms and their derivations in specific taxa. No matter which side of the complexity spectrum one favors, the similarities of the simple processes with the complex ones cannot be ignored, and the differences of some complex processes with their simple versions cannot be blurred. A final cognitive framework must make sense of both sides of the spectrum, their differences and similarities. Here, we discuss from an evolutionary perspective the basic elements shared by all living beings and whether these may be necessary and sufficient for understanding the cognitive process. Following these considerations, cognition can be expanded to every living being. Cognition is the set of informational and dynamic processes an organism must interact with and grasp aspects of its world. Understood at their most basic level, perception, memory, learning, problem-solving, decision-making, action, and other cognitive processes are basic features of biological functioning.
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Affiliation(s)
- Breno B Just
- Laboratório de Genética Evolutiva Paulo Leminski, Departamento de Biologia Molecular, Universidade Federal da Paraíba, João Pessoa, Brazil; Laboratório de Estudos Em Memória e Cognição (LEMCOG), Departamento de Psicologia, Universidade Federal da Paraíba, João Pessoa, Brazil.
| | - Sávio Torres de Farias
- Laboratório de Genética Evolutiva Paulo Leminski, Departamento de Biologia Molecular, Universidade Federal da Paraíba, João Pessoa, Brazil; Network of Researchers on the Chemical Evolution of Life (NoRCEL), Leeds LS7 3RB, UK.
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3
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Xu M, Li J, Li H, Qi P, Ye Y, Yan X. Regulatory Genes in Eyespot Formation and Function of Mytilus coruscus. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2024; 27:13. [PMID: 39601898 DOI: 10.1007/s10126-024-10396-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Accepted: 11/18/2024] [Indexed: 11/29/2024]
Abstract
Light sensitivity is important for marine benthic invertebrates, and it plays a vital role in the marine bivalves settling. Animal visual systems are enormously diverse; their development appears to be controlled by a set of conserved retinal determination genes (RDGs). Eyespots, as the simplest animal eyes, their appearance indicates the important effect on mussel larvae attachment. Nevertheless, the molecular mechanism of the eyespot's development in Mytilus coruscus larvae is not clear. In this study, we identified 11 genes which play a regulatory role in the visual system (i.e. Pax1/9, Pax2/5/8, Pax6, Pax3/7, Six1/2, Six3/6, Six4/5, Dach, Eya, Brn and Tbx2) from transcriptome data and the whole genome sequence of M. coruscus. The results of chromosome localization showed that 11 genes were distributed on different chromosomes. Subcellular mapping revealed that all the proteins except Brn were located in the nucleus. Phylogeny and gene structure analyses revealed that the Pax members were divided into four subfamilies, the Six members were divided into three subfamilies and structures within the same subfamily were relatively conserved. Quantitative real-time PCR (qPCR) showed that Dach, Pax6, Pax3/7, Six1/2 and Six4/5 were expressed at high levels during the pediveliger stage. Moreover, Six1/2 and Six4/5 were highly expressed in mantle tissues. Subsequent overall in situ hybridization experiments in the planktonic larval stage revealed that Pax6, Six1/2 and Six4/5 detected signals in the region of the eyespot. Based on these analyses, we suggested that the development of vision in M. coruscus not only depended on the expression pattern of Pax6, but perhaps also related to Six1/2 and Six4/5 in the planktonic larval stage, while Six1/2 and Six4/5 were the dominant genes for visual function in the adult mussel. This study made a comprehensive analysis of the visual function of M. coruscus at the genome level, which helps us to understand the intrinsic mechanism of the visual system of marine bivalves, and also provides a molecular basis for improving the attachment and metamorphosis rate of M. coruscus larvae.
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Affiliation(s)
- Minhui Xu
- National Engineering Research Center for Marine Aquaculture, Zhejiang Ocean University, Zhoushan, 316022, China
- School of Marine Sciences, Ningbo University, Ningbo, 315000, China
| | - Jiji Li
- National Engineering Research Center for Marine Aquaculture, Zhejiang Ocean University, Zhoushan, 316022, China
| | - Hongfei Li
- National Engineering Research Center for Marine Aquaculture, Zhejiang Ocean University, Zhoushan, 316022, China
| | - Pengzhi Qi
- National Engineering Research Center for Marine Aquaculture, Zhejiang Ocean University, Zhoushan, 316022, China
| | - Yingying Ye
- National Engineering Research Center for Marine Aquaculture, Zhejiang Ocean University, Zhoushan, 316022, China.
| | - Xiaojun Yan
- National Engineering Research Center for Marine Aquaculture, Zhejiang Ocean University, Zhoushan, 316022, China.
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Sanchez-Aceves LM, Pérez-Alvarez I, Onofre-Camarena DB, Gutiérrez-Noya VM, Rosales-Pérez KE, Orozco-Hernández JM, Hernández-Navarro MD, Flores HI, Gómez-Olivan LM. Prolonged exposure to the synthetic glucocorticoid dexamethasone induces brain damage via oxidative stress and apoptotic response in adult Daniorerio. CHEMOSPHERE 2024; 364:143012. [PMID: 39103101 DOI: 10.1016/j.chemosphere.2024.143012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/11/2024] [Accepted: 08/02/2024] [Indexed: 08/07/2024]
Abstract
Due to its extensive use as a painkiller, anti-inflammatory, and immune modulatory agent, as well as its effectiveness in treating severe COVID-19, dexamethasone, a synthetic glucocorticoid, has gained attention not only for its impact on public health but also for its environmental implications. Various studies have reported its presence in aquatic environments, including urban waters, surface samples, sediments, drinking water, and wastewater effluents. However, limited information is available regarding its toxic effects on nontarget aquatic organisms. Therefore, this study aimed to investigate the mechanism of toxicity underlying dexamethasone-induced brain damage in the bioindicator Danio rerio following long-term exposure. Adult zebrafish were treated with environmentally relevant concentrations of dexamethasone (20, 40, and 60 ng L-1) for 28 days. To elucidate the possible mechanisms involved in the toxicity of the pharmaceutical compound, we conducted a behavioral test battery (Novel Tank and Light and Dark tests), oxidative stress biomarkers, acetylcholinesterase enzyme activity quantification, histopathological analysis, and gene expression analysis using qRT-PCR (p53, bcl-2, bax, caspase-3, nrf1, and nrf2).The results revealed that the pharmaceutical compound could produce anxiety-like symptoms, increase the oxidative-induced stress response, decrease the activity of acetylcholinesterase enzyme, and cause histopathological alterations, including perineuronal vacuolization, granular and molecular layers deterioration, cell swallowing and intracellular spaces. The expression of genes involved in the apoptotic process (p53, bax, and casp-3) and antioxidant defense (nrf1 and nrf2) was upregulated in response to oxidative damage, while the expression of the anti-apoptotic gene bcl-2 was down-regulated indicating that the environmental presence of dexamethasone may pose a threat to wildlife and human health.
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Affiliation(s)
- Livier M Sanchez-Aceves
- Laboratorio de Toxicología Ambiental, Facultad de Química, Universidad Autónoma del Estado de México, Paseo Colón intersección Paseo Tollocan s/n, Col. Residencial Colón, 50120, Toluca, Estado de México, Mexico
| | - Itzayana Pérez-Alvarez
- Facultad de Medicina, Universidad Autónoma del Estado de México. Paseo Tollocan /Jesús Carranza s/n. Toluca, 50120, Toluca, Estado de México, Mexico
| | - Diana Belén Onofre-Camarena
- Laboratorio de Toxicología Ambiental, Facultad de Química, Universidad Autónoma del Estado de México, Paseo Colón intersección Paseo Tollocan s/n, Col. Residencial Colón, 50120, Toluca, Estado de México, Mexico
| | - Verónica Margarita Gutiérrez-Noya
- Laboratorio de Toxicología Ambiental, Facultad de Química, Universidad Autónoma del Estado de México, Paseo Colón intersección Paseo Tollocan s/n, Col. Residencial Colón, 50120, Toluca, Estado de México, Mexico
| | - Karina Elisa Rosales-Pérez
- Laboratorio de Toxicología Ambiental, Facultad de Química, Universidad Autónoma del Estado de México, Paseo Colón intersección Paseo Tollocan s/n, Col. Residencial Colón, 50120, Toluca, Estado de México, Mexico
| | - José Manuel Orozco-Hernández
- Laboratorio de Toxicología Ambiental, Facultad de Química, Universidad Autónoma del Estado de México, Paseo Colón intersección Paseo Tollocan s/n, Col. Residencial Colón, 50120, Toluca, Estado de México, Mexico
| | - María Dolores Hernández-Navarro
- Laboratorio de Toxicología Ambiental, Facultad de Química, Universidad Autónoma del Estado de México, Paseo Colón intersección Paseo Tollocan s/n, Col. Residencial Colón, 50120, Toluca, Estado de México, Mexico
| | - Hariz Islas Flores
- Laboratorio de Toxicología Ambiental, Facultad de Química, Universidad Autónoma del Estado de México, Paseo Colón intersección Paseo Tollocan s/n, Col. Residencial Colón, 50120, Toluca, Estado de México, Mexico
| | - Leobardo Manuel Gómez-Olivan
- Laboratorio de Toxicología Ambiental, Facultad de Química, Universidad Autónoma del Estado de México, Paseo Colón intersección Paseo Tollocan s/n, Col. Residencial Colón, 50120, Toluca, Estado de México, Mexico.
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Deeti S, Man W, Le Roux JJ, Cheng K. Inter-turn intervals in Paramecium caudatum display an exponential distribution. Commun Integr Biol 2024; 17:2360961. [PMID: 38831849 PMCID: PMC11146437 DOI: 10.1080/19420889.2024.2360961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 05/24/2024] [Indexed: 06/05/2024] Open
Abstract
In navigating to a better location, mobile organisms in diverse taxa change directions of travel occasionally, including bacteria, archaea, single-celled eukaryotes, and small nematode worms such as Caenorhabditis elegans. In perhaps the most common form of goal-orientated movement, the rate of such turns is adjusted in all these taxa to ascend (or descend) a chemical gradient. Basically, the rate of turns is reduced when the movement results in better conditions. In the bacterium Escherichia coli and in C. elegans, the turns are generated by random-rate processes, in which the probability of a turn occurring is constant at every moment. This is evidenced by a distribution of inter-turn intervals that has an exponential distribution. For the first time, we examined the distribution of inter-turn intervals in the single-celled eukaryote, Paramecium caudatum, in a class exercise for first-year university students. We found clear evidence for an exponential distribution of inter-turn intervals, implying a random-rate process in generating turns in Paramecium. The exercise also shows that university laboratory classes can be used to generate scientific data to address research questions whose answers are as yet unknown.
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Affiliation(s)
- Sudhakar Deeti
- School of Natural Sciences, Macquarie University, Sydney, Australia
| | - Winnie Man
- School of Natural Sciences, Macquarie University, Sydney, Australia
| | | | - Ken Cheng
- School of Natural Sciences, Macquarie University, Sydney, Australia
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Lilly E, Muscala M, Sharkey CR, McCulloch KJ. Larval swimming in the sea anemone Nematostella vectensis is sensitive to a broad light spectrum and exhibits a wavelength-dependent behavioral switch. Ecol Evol 2024; 14:e11222. [PMID: 38628921 PMCID: PMC11019245 DOI: 10.1002/ece3.11222] [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: 11/16/2023] [Revised: 03/07/2024] [Accepted: 03/18/2024] [Indexed: 04/19/2024] Open
Abstract
In nearly all animals, light-sensing mediated by opsin visual pigments is important for survival and reproduction. Eyeless light-sensing systems, though vital for many animals, have received relatively less attention than forms with charismatic or complex eyes. Despite no single light-sensing organ, the sea anemone Nematostella vectensis has 29 opsin genes and multiple light-mediated behaviors throughout development and reproduction, suggesting a deceptively complex light-sensing system. To characterize one aspect of this light-sensing system, we analyzed larval swimming behavior at high wavelength resolution across the ultraviolet and visual spectrum. N. vectensis larvae respond to light at least from 315 to 650 nm, which is a broad sensitivity range even compared to many animals with complex eyes. Planktonic swimming is induced by ultraviolet (UV) and violet wavelengths until 420 nm. Between 420 and 430 nm a behavioral switch occurs where at wavelengths longer than 430 nm, larvae respond to light by swimming down. Swimming down toward the substrate is distinct from light avoidance, as animals do not exhibit positive or negative phototaxis at any wavelength tested. At wavelengths longer than 575 nm, animals in the water column take increasingly longer to respond and this behavior is more variable until 650 nm where larval response is no different from the dark, suggesting these longer wavelengths lie outside of their sensitivity range. Larval swimming is the only motile stage in the life history of N. vectensis, and increased planktonic swimming could lead to greater dispersal range in potentially damaging shallow environments with short-wavelength light exposure. Longer wavelength environments may indicate more suitable substrates for metamorphosis into the polyp stage, where the individual will remain for the rest of its life. Future work will test whether this robust behavior is mediated by multiple opsins.
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Affiliation(s)
- Emma Lilly
- Department of Ecology, Evolution, and BehaviorUniversity of MinnesotaSt. PaulMinnesotaUSA
| | - Meghan Muscala
- Department of Ecology, Evolution, and BehaviorUniversity of MinnesotaSt. PaulMinnesotaUSA
| | - Camilla R. Sharkey
- Department of Ecology, Evolution, and BehaviorUniversity of MinnesotaSt. PaulMinnesotaUSA
| | - Kyle J. McCulloch
- Department of Ecology, Evolution, and BehaviorUniversity of MinnesotaSt. PaulMinnesotaUSA
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Birch S, McGee L, Provencher C, DeMio C, Plachetzki D. Phototactic preference and its genetic basis in the planulae of the colonial Hydrozoan Hydractinia symbiolongicarpus. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.28.585045. [PMID: 38617216 PMCID: PMC11014542 DOI: 10.1101/2024.03.28.585045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/16/2024]
Abstract
Background Marine organisms with sessile adults commonly possess motile larval stages that make settlement decisions based on integrating environmental sensory cues. Phototaxis, the movement toward or away from light, is a common behavioral characteristic of aquatic and marine metazoan larvae, and of algae, protists, and fungi. In cnidarians, behavioral genomic investigations of motile planulae larvae have been conducted in anthozoans (corals and sea anemones) and scyphozoans (true jellyfish), but such studies are presently lacking in hydrozoans. Here, we examined the behavioral genomics of phototaxis in planulae of the hydrozoan Hydractinia symbiolongicarpus. Results A behavioral phototaxis study of day 3 planulae indicated preferential phototaxis to green (523 nm) and blue (470 nm) wavelengths of light, but not red (625 nm) wavelengths. A developmental transcriptome study where planula larvae were collected from four developmental time points for RNA-seq revealed that many genes critical to the physiology and development of ciliary photosensory systems are dynamically expressed in planula development and correspond to the expression of phototactic behavior. Microscopical investigations using immunohistochemistry and in situ hybridization demonstrated that several transcripts with predicted function in photoreceptors, including cnidops class opsin, CNG ion channel, and CRX-like transcription factor, localize to ciliated bipolar sensory neurons of the aboral sensory neural plexus, which is associated with the direction of phototaxis and the site of settlement. Conclusions The phototactic preference displayed by planulae is consistent with the shallow sandy marine habitats they experience in nature. Our genomic investigations add further evidence of similarities between cnidops-mediated photoreceptors of hydrozoans and other cnidarians and ciliary photoreceptors as found in the eyes of humans and other bilaterians, suggesting aspects of their shared evolutionary history.
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Affiliation(s)
- Sydney Birch
- Department of Molecular, Cellular, and Biomedical Sciences; University of New Hampshire; Durham, NH, 03824; USA
- Department of Biological Sciences; University of North Carolina Charlotte; Charlotte, NC, 28223; USA
| | - Lindy McGee
- Department of Molecular, Cellular, and Biomedical Sciences; University of New Hampshire; Durham, NH, 03824; USA
| | - Curtis Provencher
- Department of Molecular, Cellular, and Biomedical Sciences; University of New Hampshire; Durham, NH, 03824; USA
| | - Christine DeMio
- Department of Molecular, Cellular, and Biomedical Sciences; University of New Hampshire; Durham, NH, 03824; USA
| | - David Plachetzki
- Department of Molecular, Cellular, and Biomedical Sciences; University of New Hampshire; Durham, NH, 03824; USA
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Jeffery KJ, Cheng K, Newcombe NS, Bingman VP, Menzel R. Unpacking the navigation toolbox: insights from comparative cognition. Proc Biol Sci 2024; 291:20231304. [PMID: 38320615 PMCID: PMC10846957 DOI: 10.1098/rspb.2023.1304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 01/09/2024] [Indexed: 02/08/2024] Open
Abstract
The study of navigation is informed by ethological data from many species, laboratory investigation at behavioural and neurobiological levels, and computational modelling. However, the data are often species-specific, making it challenging to develop general models of how biology supports behaviour. Wiener et al. outlined a framework for organizing the results across taxa, called the 'navigation toolbox' (Wiener et al. In Animal thinking: contemporary issues in comparative cognition (eds R Menzel, J Fischer), pp. 51-76). This framework proposes that spatial cognition is a hierarchical process in which sensory inputs at the lowest level are successively combined into ever-more complex representations, culminating in a metric or quasi-metric internal model of the world (cognitive map). Some animals, notably humans, also use symbolic representations to produce an external representation, such as a verbal description, signpost or map that allows communication of spatial information or instructions between individuals. Recently, new discoveries have extended our understanding of how spatial representations are constructed, highlighting that the hierarchical relationships are bidirectional, with higher levels feeding back to influence lower levels. In the light of these new developments, we revisit the navigation toolbox, elaborate it and incorporate new findings. The toolbox provides a common framework within which the results from different taxa can be described and compared, yielding a more detailed, mechanistic and generalized understanding of navigation.
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Affiliation(s)
- Kate J. Jeffery
- School of Psychology and Neuroscience, University of Glasgow, Glasgow G12 8QB, UK
| | - Ken Cheng
- School of Natural Sciences, Macquarie University, Sydney, New South Wales 2109, Australia
| | - Nora S. Newcombe
- Department of Psychology, Temple University, Philadelphia, PA 19122, USA
| | - Verner P. Bingman
- J.P. Scott Center for Neuroscience, Mind and Behavior, Bowling Green State University, Bowling Green, OH 43403-0001, USA
- Department of Psychology, Bowling Green State University, Bowling Green, OH 43403-0001, USA
| | - Randolf Menzel
- Institute for Biology, Neurobiology, Freie Universität Berlin, 14195 Berlin, Germany
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Pagowski V. A description of the bat star nervous system throughout larval ontogeny. Evol Dev 2024; 26:e12468. [PMID: 38108150 DOI: 10.1111/ede.12468] [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: 08/09/2023] [Revised: 11/13/2023] [Accepted: 12/05/2023] [Indexed: 12/19/2023]
Abstract
Larvae represent a distinct life history stage in which animal morphology and behavior contrast strongly to adult organisms. This life history stage is a ubiquitous aspect of animal life cycles, particularly in the marine environment. In many species, the structure and function of the nervous system differ significantly between metamorphosed juveniles and larvae. However, the distribution and diversity of neural cell types in larval nervous systems remains incompletely known. Here, the expression of neurotransmitter and neuropeptide synthesis and transport genes in the bat star Patiria miniata is examined throughout larval development. This characterization of nervous system structure reveals three main neural regions with distinct but overlapping territories. These regions include a densely innervated anterior region, an enteric neural plexus, and neurons associated with the ciliary band. In the ciliary band, cholinergic cells are pervasive while dopaminergic, noradrenergic, and GABAergic cells show regional differences in their localization patterns. Furthermore, the distribution of some neural subtypes changes throughout larval development, suggesting that changes in nervous system structure align with shifting ecological priorities during different larval stages, before the development of the adult nervous system. While past work has described aspects of P. miniata larval nervous system structure, largely focusing on early developmental timepoints, this work provides a comprehensive description of neural cell type localization throughout the extensive larval period.
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Affiliation(s)
- Veronica Pagowski
- Hopkins Marine Station of Stanford University, Pacific Grove, California, USA
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