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1.
Elife ; 42015 Dec 15.
Article in English | MEDLINE | ID: mdl-26670546

ABSTRACT

Electron microscopy-based connectomics aims to comprehensively map synaptic connections in neural tissue. However, current approaches are limited in their capacity to directly assign molecular identities to neurons. Here, we use serial multiplex immunogold labeling (siGOLD) and serial-section transmission electron microscopy (ssTEM) to identify multiple peptidergic neurons in a connectome. The high immunogenicity of neuropeptides and their broad distribution along axons, allowed us to identify distinct neurons by immunolabeling small subsets of sections within larger series. We demonstrate the scalability of siGOLD by using 11 neuropeptide antibodies on a full-body larval ssTEM dataset of the annelid Platynereis. We also reconstruct a peptidergic circuitry comprising the sensory nuchal organs, found by siGOLD to express pigment-dispersing factor, a circadian neuropeptide. Our approach enables the direct overlaying of chemical neuromodulatory maps onto synaptic connectomic maps in the study of nervous systems.


Subject(s)
Connectome , Immunohistochemistry/methods , Neurons/chemistry , Neurons/cytology , Neuropeptides/analysis , Polychaeta/cytology , Staining and Labeling/methods , Animals , Microscopy, Electron, Transmission/methods
2.
BMC Bioinformatics ; 16: 229, 2015 Jul 25.
Article in English | MEDLINE | ID: mdl-26208945

ABSTRACT

BACKGROUND: Rapid improvements in light and electron microscopy imaging techniques and the development of 3D anatomical atlases necessitate new approaches for the visualization and analysis of image data. Pixel-based representations of raw light microscopy data suffer from limitations in the number of channels that can be visualized simultaneously. Complex electron microscopic reconstructions from large tissue volumes are also challenging to visualize and analyze. RESULTS: Here we exploit the advanced visualization capabilities and flexibility of the open-source platform Blender to visualize and analyze anatomical atlases. We use light-microscopy-based gene expression atlases and electron microscopy connectome volume data from larval stages of the marine annelid Platynereis dumerilii. We build object-based larval gene expression atlases in Blender and develop tools for annotation and coexpression analysis. We also represent and analyze connectome data including neuronal reconstructions and underlying synaptic connectivity. CONCLUSIONS: We demonstrate the power and flexibility of Blender for visualizing and exploring complex anatomical atlases. The resources we have developed for Platynereis will facilitate data sharing and the standardization of anatomical atlases for this species. The flexibility of Blender, particularly its embedded Python application programming interface, means that our methods can be easily extended to other organisms.


Subject(s)
Image Processing, Computer-Assisted/methods , Models, Biological , User-Computer Interface , Animals , Imaging, Three-Dimensional , Internet , Larva/anatomy & histology , Larva/metabolism , Microscopy, Confocal , Microscopy, Electron , Polychaeta/anatomy & histology , Polychaeta/growth & development , Polychaeta/metabolism , RNA/metabolism , Transcriptome
3.
Elife ; 32014 May 27.
Article in English | MEDLINE | ID: mdl-24867217

ABSTRACT

Animals use spatial differences in environmental light levels for visual navigation; however, how light inputs are translated into coordinated motor outputs remains poorly understood. Here we reconstruct the neuronal connectome of a four-eye visual circuit in the larva of the annelid Platynereis using serial-section transmission electron microscopy. In this 71-neuron circuit, photoreceptors connect via three layers of interneurons to motorneurons, which innervate trunk muscles. By combining eye ablations with behavioral experiments, we show that the circuit compares light on either side of the body and stimulates body bending upon left-right light imbalance during visual phototaxis. We also identified an interneuron motif that enhances sensitivity to different light intensity contrasts. The Platynereis eye circuit has the hallmarks of a visual system, including spatial light detection and contrast modulation, illustrating how image-forming eyes may have evolved via intermediate stages contrasting only a light and a dark field during a simple visual task.


Subject(s)
Annelida/physiology , Interneurons/physiology , Neurons/physiology , Photoreceptor Cells, Invertebrate/physiology , Amino Acid Motifs , Animals , Behavior, Animal , Connectome , Gene Expression Profiling , In Situ Hybridization , Light , Microscopy, Electron, Transmission , Models, Neurological , Neurotransmitter Agents/physiology , Synapses/physiology , Vision, Ocular
4.
Proc Natl Acad Sci U S A ; 110(20): 8224-9, 2013 May 14.
Article in English | MEDLINE | ID: mdl-23569279

ABSTRACT

Life-cycle transitions connecting larval and juvenile stages in metazoans are orchestrated by neuroendocrine signals including neuropeptides and hormones. In marine invertebrate life cycles, which often consist of planktonic larval and benthic adult stages, settlement of the free-swimming larva to the sea floor in response to environmental cues is a key life cycle transition. Settlement is regulated by a specialized sensory-neurosecretory system, the larval apical organ. The neuroendocrine mechanisms through which the apical organ transduces environmental cues into behavioral responses during settlement are not yet understood. Here we show that myoinhibitory peptide (MIP)/allatostatin-B, a pleiotropic neuropeptide widespread among protostomes, regulates larval settlement in the marine annelid Platynereis dumerilii. MIP is expressed in chemosensory-neurosecretory cells in the annelid larval apical organ and signals to its receptor, an orthologue of the Drosophila sex peptide receptor, expressed in neighboring apical organ cells. We demonstrate by morpholino-mediated knockdown that MIP signals via this receptor to trigger settlement. These results reveal a role for a conserved MIP receptor-ligand pair in regulating marine annelid settlement.


Subject(s)
Annelida/physiology , Neuropeptides/physiology , Receptors, Neuropeptide/chemistry , Receptors, Neuropeptide/physiology , Animals , DNA, Complementary/metabolism , Dose-Response Relationship, Drug , Expressed Sequence Tags , Gene Knockdown Techniques , Gene Library , Image Processing, Computer-Assisted , Larva/physiology , Ligands , Microscopy, Electron, Scanning , Microscopy, Electron, Transmission , Molecular Sequence Data , Neurons/metabolism , Receptors, G-Protein-Coupled/physiology , Signal Transduction
5.
Evodevo ; 3(1): 27, 2012 Dec 03.
Article in English | MEDLINE | ID: mdl-23199348

ABSTRACT

BACKGROUND: Digital anatomical atlases are increasingly used in order to depict different gene expression patterns and neuronal morphologies within a standardized reference template. In evo-devo, a discipline in which the comparison of gene expression patterns is a widely used approach, such standardized anatomical atlases would allow a more rigorous assessment of the conservation of and changes in gene expression patterns during micro- and macroevolutionary time scales. Due to its small size and invariant early development, the annelid Platynereis dumerilii is particularly well suited for such studies. Recently a reference template with registered gene expression patterns has been generated for the anterior part (episphere) of the Platynereis trochophore larva and used for the detailed study of neuronal development. RESULTS: Here we introduce and evaluate a method for whole-body gene expression pattern registration for Platynereis trochophore and nectochaete larvae based on whole-mount in situ hybridization, confocal microscopy, and image registration. We achieved high-resolution whole-body scanning using the mounting medium 2,2'-thiodiethanol (TDE), which allows the matching of the refractive index of the sample to that of glass and immersion oil thereby reducing spherical aberration and improving depth penetration. This approach allowed us to scan entire whole-mount larvae stained with nitroblue tetrazolium/5-bromo-4-chloro-3-indolyl phosphate (NBT/BCIP) in situ hybridization and counterstained fluorescently with an acetylated-tubulin antibody and the nuclear stain 4'6-diamidino-2-phenylindole (DAPI). Due to the submicron isotropic voxel size whole-mount larvae could be scanned in any orientation. Based on the whole-body scans, we generated four different reference templates by the iterative registration and averaging of 40 individual image stacks using either the acetylated-tubulin or the nuclear-stain signal for each developmental stage. We then registered to these templates the expression patterns of cell-type specific genes. In order to evaluate the gene expression pattern registration, we analyzed the absolute deviation of cell-center positions. Both the acetylated-tubulin- and the nuclear-stain-based templates allowed near-cellular-resolution gene expression registration. Nuclear-stain-based templates often performed significantly better than acetylated-tubulin-based templates. We provide detailed guidelines and scripts for the use and further expansion of the Platynereis gene expression atlas. CONCLUSIONS: We established whole-body reference templates for the generation of gene expression atlases for Platynereis trochophore and nectochaete larvae. We anticipate that nuclear-staining-based image registration will be applicable for whole-body alignment of the embryonic and larval stages of other organisms in a similar size range.

6.
Proc Natl Acad Sci U S A ; 108(46): E1174-83, 2011 Nov 15.
Article in English | MEDLINE | ID: mdl-22006315

ABSTRACT

Cilia-based locomotion is the major form of locomotion for microscopic planktonic organisms in the ocean. Given their negative buoyancy, these organisms must control ciliary activity to maintain an appropriate depth. The neuronal bases of depth regulation in ciliary swimmers are unknown. To gain insights into depth regulation we studied ciliary locomotor control in the planktonic larva of the marine annelid, Platynereis. We found several neuropeptides expressed in distinct sensory neurons that innervate locomotor cilia. Neuropeptides altered ciliary beat frequency and the rate of calcium-evoked ciliary arrests. These changes influenced larval orientation, vertical swimming, and sinking, resulting in upward or downward shifts in the steady-state vertical distribution of larvae. Our findings indicate that Platynereis larvae have depth-regulating peptidergic neurons that directly translate sensory inputs into locomotor output on effector cilia. We propose that the simple circuitry found in these ciliated larvae represents an ancestral state in nervous system evolution.


Subject(s)
Locomotion , Neuropeptides/metabolism , Polychaeta/embryology , Polychaeta/physiology , Animals , Behavior, Animal , Cilia/metabolism , Electrophysiology/methods , FMRFamide/pharmacology , Image Processing, Computer-Assisted/methods , Larva/metabolism , Larva/physiology , Molecular Sequence Data , Muscles/physiology , Neurons/metabolism , Swimming
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