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1.
Curr Biol ; 34(6): 1168-1182.e7, 2024 03 25.
Article in English | MEDLINE | ID: mdl-38335959

ABSTRACT

The Earth's oceans brim with an incredible diversity of microscopic lifeforms, including motile planktonic larvae, whose survival critically depends on effective dispersal in the water column and subsequent exploration of the seafloor to identify a suitable settlement site. How their nervous systems mediate sensing of diverse multimodal cues remains enigmatic. Here, we uncover that the tunicate Ciona intestinalis larvae employ ectodermal sensory cells to sense various mechanical and chemical cues. Combining whole-brain imaging and chemogenetics, we demonstrate that stimuli encoded at the periphery are sufficient to drive global brain-state changes to promote or impede both larval attachment and metamorphosis behaviors. The ability of C. intestinalis larvae to leverage polymodal sensory perception to support information coding and chemotactile behaviors may explain how marine larvae make complex decisions despite streamlined nervous systems.


Subject(s)
Ciona intestinalis , Ciona , Animals , Larva , Metamorphosis, Biological/physiology , Perception
2.
PLoS Biol ; 20(8): e3001744, 2022 08.
Article in English | MEDLINE | ID: mdl-35925898

ABSTRACT

Vertebrate nervous systems can generate a remarkable diversity of behaviors. However, our understanding of how behaviors may have evolved in the chordate lineage is limited by the lack of neuroethological studies leveraging our closest invertebrate relatives. Here, we combine high-throughput video acquisition with pharmacological perturbations of bioamine signaling to systematically reveal the global structure of the motor behavioral repertoire in the Ciona intestinalis larvae. Most of Ciona's postural variance can be captured by 6 basic shapes, which we term "eigencionas." Motif analysis of postural time series revealed numerous stereotyped behavioral maneuvers including "startle-like" and "beat-and-glide." Employing computational modeling of swimming dynamics and spatiotemporal embedding of postural features revealed that behavioral differences are generated at the levels of motor modules and the transitions between, which may in part be modulated by bioamines. Finally, we show that flexible motor module usage gives rise to diverse behaviors in response to different light stimuli.


Subject(s)
Ciona intestinalis , Animals , Invertebrates , Neurotransmitter Agents , Swimming/physiology , Vertebrates
3.
Nat Commun ; 12(1): 6569, 2021 11 12.
Article in English | MEDLINE | ID: mdl-34772921

ABSTRACT

Calcium imaging is an increasingly valuable technique for understanding neural circuits, neuroethology, and cellular mechanisms. The analysis of calcium imaging data presents challenges in image processing, data organization, analysis, and accessibility. Tools have been created to address these problems independently, however a comprehensive user-friendly package does not exist. Here we present Mesmerize, an efficient, expandable and user-friendly analysis platform, which uses a Findable, Accessible, Interoperable and Reproducible (FAIR) system to encapsulate the entire analysis process, from raw data to interactive visualizations for publication. Mesmerize provides a user-friendly graphical interface to state-of-the-art analysis methods for signal extraction & downstream analysis. We demonstrate the broad scientific scope of Mesmerize's applications by analyzing neuronal datasets from mouse and a volumetric zebrafish dataset. We also applied contemporary time-series analysis techniques to analyze a novel dataset comprising neuronal, epidermal, and migratory mesenchymal cells of the protochordate Ciona intestinalis.


Subject(s)
Calcium , Image Processing, Computer-Assisted/methods , Imaging, Three-Dimensional/methods , Animals , Computational Biology/methods , Data Curation , Electronic Data Processing , Mice , Software , User-Computer Interface , Zebrafish
4.
Curr Biol ; 31(23): 5274-5285.e6, 2021 12 06.
Article in English | MEDLINE | ID: mdl-34587474

ABSTRACT

Ctenophores are gelatinous marine animals famous for locomotion by ciliary combs. Due to the uncertainties of the phylogenetic placement of ctenophores and the absence of some key bilaterian neuronal genes, it has been hypothesized that their neurons evolved independently. Additionally, recent whole-body, single-cell RNA sequencing (scRNA-seq) analysis failed to identify ctenophore neurons using any of the known neuronal molecular markers. To reveal the molecular machinery of ctenophore neurons, we have characterized the neuropeptide repertoire of the ctenophore Mnemiopsis leidyi. Using the machine learning NeuroPID tool, we predicted 129 new putative neuropeptide precursors. Sixteen of them were localized to the subepithelial nerve net (SNN), sensory aboral organ (AO), and epithelial sensory cells (ESCs), providing evidence that they are neuropeptide precursors. Four of these putative neuropeptides had a behavioral effect and increased the animals' swimming speed. Intriguingly, these putative neuropeptides finally allowed us to identify neuronal cell types in single-cell transcriptomic data and reveal the molecular identity of ctenophore neurons. High-resolution electron microscopy and 3D reconstructions of the nerve net underlying the comb plates confirmed a more than 100-year-old hypothesis of anastomoses between neurites of the same cell in ctenophores and revealed that they occur through a continuous membrane. Our work demonstrates the unique ultrastructure of the peptidergic nerve net and a rich neuropeptide repertoire of ctenophores, supporting the hypothesis that the first nervous system(s) evolved as nets of peptidergic cells.


Subject(s)
Ctenophora , Neuropeptides , Animals , Ctenophora/anatomy & histology , Nervous System/metabolism , Neurons , Neuropeptides/genetics , Neuropeptides/metabolism , Phylogeny
5.
Sci Rep ; 9(1): 2416, 2019 02 20.
Article in English | MEDLINE | ID: mdl-30787329

ABSTRACT

Quantitative analysis of animal behaviour in model organisms is becoming an increasingly essential approach for tackling the great challenge of understanding how activity in the brain gives rise to behaviour. Here we used automated image-based tracking to extract behavioural features from an organism of great importance in understanding the evolution of chordates, the free-swimming larval form of the tunicate Ciona intestinalis, which has a compact and fully mapped nervous system composed of only 231 neurons. We analysed hundreds of videos of larvae and we extracted basic geometric and physical descriptors of larval behaviour. Importantly, we used machine learning methods to create an objective ontology of behaviours for C. intestinalis larvae. We identified eleven behavioural modes using agglomerative clustering. Using our pipeline for quantitative behavioural analysis, we demonstrate that C. intestinalis larvae exhibit sensory arousal and thigmotaxis. Notably, the anxiotropic drug modafinil modulates thigmotactic behaviour. Furthermore, we tested the robustness of the larval behavioural repertoire by comparing different rearing conditions, ages and group sizes. This study shows that C. intestinalis larval behaviour can be broken down to a set of stereotyped behaviours that are used to different extents in a context-dependent manner.


Subject(s)
Behavior, Animal/physiology , Ciona intestinalis/physiology , Neurons/physiology , Animals , Larva/physiology , Swimming/physiology
6.
Redox Biol ; 16: 237-247, 2018 06.
Article in English | MEDLINE | ID: mdl-29525604

ABSTRACT

DJ-1, a Parkinson's disease-associated protein, is strongly up-regulated in reactive astrocytes in Parkinson's disease. This is proposed to represent a neuronal protective response, although the mechanism has not yet been identified. We have generated a transgenic zebrafish line with increased astroglial DJ-1 expression driven by regulatory elements from the zebrafish GFAP gene. Larvae from this transgenic line are protected from oxidative stress-induced injuries as caused by MPP+, a mitochondrial complex I inhibitor shown to induce dopaminergic cells death. In a global label-free proteomics analysis of wild type and transgenic larvae exposed to MPP+, 3418 proteins were identified, in which 366 proteins were differentially regulated. In particular, we identified enzymes belonging to primary metabolism to be among proteins affected by MPP+ in wild type animals, but not affected in the transgenic line. Moreover, by performing protein profiling on isolated astrocytes we showed that an increase in astrocytic DJ-1 expression up-regulated a large group of proteins associated with redox regulation, inflammation and mitochondrial respiration. The majority of these proteins have also been shown to be regulated by Nrf2. These findings provide a mechanistic insight into the protective role of astroglial up-regulation of DJ-1 and show that our transgenic zebrafish line with astrocytic DJ-1 over-expression can serve as a useful animal model to understand astrocyte-regulated neuroprotection associated with oxidative stress-related neurodegenerative disease.


Subject(s)
Inflammation/genetics , NF-E2-Related Factor 2/genetics , Parkinson Disease/genetics , Protein Deglycase DJ-1/genetics , Zebrafish Proteins/genetics , Animals , Animals, Genetically Modified/genetics , Astrocytes/metabolism , Astrocytes/pathology , Disease Models, Animal , Dopaminergic Neurons/metabolism , Gene Expression Regulation, Enzymologic , Humans , Inflammation/pathology , Larva/genetics , Mitochondria/genetics , Mitochondria/pathology , NF-E2-Related Factor 2/metabolism , Neuroprotective Agents/metabolism , Oxidation-Reduction , Oxidative Stress , Parkinson Disease/metabolism , Parkinson Disease/pathology , Protein Deglycase DJ-1/metabolism , Zebrafish/genetics , Zebrafish Proteins/metabolism
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