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1.
Nature ; 563(7729): 72-78, 2018 11.
Article in English | MEDLINE | ID: mdl-30382198

ABSTRACT

The neocortex contains a multitude of cell types that are segregated into layers and functionally distinct areas. To investigate the diversity of cell types across the mouse neocortex, here we analysed 23,822 cells from two areas at distant poles of the mouse neocortex: the primary visual cortex and the anterior lateral motor cortex. We define 133 transcriptomic cell types by deep, single-cell RNA sequencing. Nearly all types of GABA (γ-aminobutyric acid)-containing neurons are shared across both areas, whereas most types of glutamatergic neurons were found in one of the two areas. By combining single-cell RNA sequencing and retrograde labelling, we match transcriptomic types of glutamatergic neurons to their long-range projection specificity. Our study establishes a combined transcriptomic and projectional taxonomy of cortical cell types from functionally distinct areas of the adult mouse cortex.


Subject(s)
Gene Expression Profiling , Neocortex/cytology , Neocortex/metabolism , Animals , Biomarkers/analysis , Female , GABAergic Neurons/metabolism , Glutamic Acid/metabolism , Male , Mice , Motor Cortex/anatomy & histology , Motor Cortex/cytology , Motor Cortex/metabolism , Neocortex/anatomy & histology , Organ Specificity , Sequence Analysis, RNA , Single-Cell Analysis , Visual Cortex/anatomy & histology , Visual Cortex/cytology , Visual Cortex/metabolism
2.
Nature ; 563(7729): 79-84, 2018 11.
Article in English | MEDLINE | ID: mdl-30382200

ABSTRACT

Activity in the motor cortex predicts movements, seconds before they are initiated. This preparatory activity has been observed across cortical layers, including in descending pyramidal tract neurons in layer 5. A key question is how preparatory activity is maintained without causing movement, and is ultimately converted to a motor command to trigger appropriate movements. Here, using single-cell transcriptional profiling and axonal reconstructions, we identify two types of pyramidal tract neuron. Both types project to several targets in the basal ganglia and brainstem. One type projects to thalamic regions that connect back to motor cortex; populations of these neurons produced early preparatory activity that persisted until the movement was initiated. The second type projects to motor centres in the medulla and mainly produced late preparatory activity and motor commands. These results indicate that two types of motor cortex output neurons have specialized roles in motor control.


Subject(s)
Efferent Pathways/cytology , Efferent Pathways/physiology , Motor Cortex/cytology , Motor Cortex/physiology , Movement/physiology , Animals , Basal Ganglia/cytology , Brain Stem/cytology , Glutamic Acid/metabolism , Medulla Oblongata/cytology , Mice , Neurons/metabolism , Pyramidal Cells/classification , Pyramidal Cells/physiology , Single-Cell Analysis , Transcriptome
3.
Cereb Cortex ; 28(5): 1882-1897, 2018 05 01.
Article in English | MEDLINE | ID: mdl-29481606

ABSTRACT

The thalamus receives input from 3 distinct cortical layers, but input from only 2 of these has been well characterized. We therefore investigated whether the third input, derived from layer 6b, is more similar to the projections from layer 6a or layer 5. We studied the projections of a restricted population of deep layer 6 cells ("layer 6b cells") taking advantage of the transgenic mouse Tg(Drd1a-cre)FK164Gsat/Mmucd (Drd1a-Cre), that selectively expresses Cre-recombinase in a subpopulation of layer 6b neurons across the entire cortical mantle. At P8, 18% of layer 6b neurons are labeled with Drd1a-Cre::tdTomato in somatosensory cortex (SS), and some co-express known layer 6b markers. Using Cre-dependent viral tracing, we identified topographical projections to higher order thalamic nuclei. VGluT1+ synapses formed by labeled layer 6b projections were found in posterior thalamic nucleus (Po) but not in the (pre)thalamic reticular nucleus (TRN). The lack of TRN collaterals was confirmed with single-cell tracing from SS. Transmission electron microscopy comparison of terminal varicosities from layer 5 and layer 6b axons in Po showed that L6b varicosities are markedly smaller and simpler than the majority from L5. Our results suggest that L6b projections to the thalamus are distinct from both L5 and L6a projections.


Subject(s)
Brain Mapping , Cerebral Cortex/cytology , Neurons/physiology , Thalamic Nuclei/cytology , Adaptor Proteins, Signal Transducing , Animals , Animals, Newborn , Biotin/analogs & derivatives , Biotin/metabolism , Cerebral Cortex/ultrastructure , Dextrans/metabolism , Embryo, Mammalian , Eye Proteins/metabolism , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Mice , Mice, Inbred C57BL , Mice, Transgenic , Microscopy, Electron , Mutation/genetics , Myelin Basic Protein/genetics , Myelin Basic Protein/metabolism , Nerve Tissue Proteins/metabolism , Neurons/classification , Neurons/ultrastructure , Receptors, Dopamine D1/genetics , Receptors, Dopamine D1/metabolism , Synapses/metabolism , Synapses/ultrastructure , Thalamic Nuclei/physiology , Thalamic Nuclei/ultrastructure , Transduction, Genetic , Vesicular Glutamate Transport Protein 1/metabolism
4.
Cereb Cortex ; 27(10): 4759-4768, 2017 10 01.
Article in English | MEDLINE | ID: mdl-27655928

ABSTRACT

In mammals, subplate neurons (SPNs) are among the first generated cortical neurons. While most SPNs exist only transiently during development, a number of SPNs persist among adult Layer 6b (L6b). During development, SPNs receive thalamic and intra-cortical input, and primarily project to Layer 4 (L4). SPNs are critical for the anatomical and functional development of thalamocortical connections and also pioneer corticothalamic projections. Since SPNs are heterogeneous, SPN subpopulations might serve different roles. Here, we investigate the connectivity of one subpopulation, complexin-3 (Cplx3)-positive SPNs (Cplx3-SPNs), in mouse whisker somatosensory (barrel) cortex (S1). We find that many Cplx3-SPNs survive into adulthood and become a subpopulation of L6b. Cplx3-SPNs axons project to thalamorecipient layers, that is, L4, 5a, and 1. The L4 projections are biased towards the septal regions between barrels in the second postnatal week. Thus, S1 Cplx3-SPN targets co-localize with the eventual projections of the medial posterior thalamic nucleus (POm). In addition to their cortical targets, Cplx3-SPNs also extend long-range axons to several thalamic nuclei, including POm. Thus, Cplx3-SPN/L6b neurons are associated with paralemniscal pathways and can potentially directly link thalamocortical and corticothalamic circuits. This suggests an additional key role for SPNs in the establishment and maintenance of thalamocortical processing.


Subject(s)
Neural Pathways/growth & development , Neurons/metabolism , Thalamus/metabolism , Animals , Axons/metabolism , Cerebral Cortex/growth & development , Mice, Inbred C57BL , Mice, Knockout , Vibrissae/metabolism
5.
Neuron ; 92(2): 372-382, 2016 Oct 19.
Article in English | MEDLINE | ID: mdl-27720486

ABSTRACT

Efficient retrograde access to projection neurons for the delivery of sensors and effectors constitutes an important and enabling capability for neural circuit dissection. Such an approach would also be useful for gene therapy, including the treatment of neurodegenerative disorders characterized by pathological spread through functionally connected and highly distributed networks. Viral vectors, in particular, are powerful gene delivery vehicles for the nervous system, but all available tools suffer from inefficient retrograde transport or limited clinical potential. To address this need, we applied in vivo directed evolution to engineer potent retrograde functionality into the capsid of adeno-associated virus (AAV), a vector that has shown promise in neuroscience research and the clinic. A newly evolved variant, rAAV2-retro, permits robust retrograde access to projection neurons with efficiency comparable to classical synthetic retrograde tracers and enables sufficient sensor/effector expression for functional circuit interrogation and in vivo genome editing in targeted neuronal populations. VIDEO ABSTRACT.


Subject(s)
Dependovirus , Gene Editing/methods , Gene Transfer Techniques , Genetic Vectors , Neurons/metabolism , Animals , Capsid , Cerebellum/cytology , Cerebellum/metabolism , Female , Male , Mice , Rats
6.
Science ; 352(6292): 1425-9, 2016 Jun 17.
Article in English | MEDLINE | ID: mdl-27313040

ABSTRACT

Although messenger RNA (mRNA) translation is a fundamental biological process, it has never been imaged in real time in vivo with single-molecule precision. To achieve this, we developed nascent chain tracking (NCT), a technique that uses multi-epitope tags and antibody-based fluorescent probes to quantify protein synthesis dynamics at the single-mRNA level. NCT reveals an elongation rate of ~10 amino acids per second, with initiation occurring stochastically every ~30 seconds. Polysomes contain ~1 ribosome every 200 to 900 nucleotides and are globular rather than elongated in shape. By developing multicolor probes, we showed that most polysomes act independently; however, a small fraction (~5%) form complexes in which two distinct mRNAs can be translated simultaneously. The sensitivity and versatility of NCT make it a powerful new tool for quantifying mRNA translation kinetics.


Subject(s)
Molecular Imaging/methods , Protein Biosynthesis/physiology , RNA, Messenger/biosynthesis , Antibodies/chemistry , Fluorescent Dyes/chemistry , Green Fluorescent Proteins/chemistry , Humans , Jumonji Domain-Containing Histone Demethylases/biosynthesis , Jumonji Domain-Containing Histone Demethylases/genetics , Kinetics , Nuclear Proteins/biosynthesis , Nuclear Proteins/genetics , Polyribosomes/metabolism , Protein Biosynthesis/genetics , Repressor Proteins/biosynthesis , Repressor Proteins/genetics , Single-Cell Analysis , Time Factors
7.
Nat Methods ; 12(6): 568-76, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25915120

ABSTRACT

We describe an engineered family of highly antigenic molecules based on GFP-like fluorescent proteins. These molecules contain numerous copies of peptide epitopes and simultaneously bind IgG antibodies at each location. These 'spaghetti monster' fluorescent proteins (smFPs) distributed well in neurons, notably into small dendrites, spines and axons. smFP immunolabeling localized weakly expressed proteins not well resolved with traditional epitope tags. By varying epitope and scaffold, we generated a diverse family of mutually orthogonal antigens. In cultured neurons and mouse and fly brains, smFP probes allowed robust, orthogonal multicolor visualization of proteins, cell populations and neuropil. smFP variants complement existing tracers and greatly increase the number of simultaneous imaging channels, and they performed well in advanced preparations such as array tomography, super-resolution fluorescence imaging and electron microscopy. In living cells, the probes improved single-molecule image tracking and increased yield for RNA-seq. These probes facilitate new experiments in connectomics, transcriptomics and protein localization.


Subject(s)
Luminescent Proteins/chemistry , Microscopy, Electron/methods , Microscopy, Fluorescence/methods , Animals , Antigens , Brain Mapping , Drosophila , Mice , Models, Molecular , Molecular Sequence Data , Neurons , Protein Conformation
8.
Nat Methods ; 12(3): 215-8, 4 p following 218, 2015 Mar.
Article in English | MEDLINE | ID: mdl-25581799

ABSTRACT

Fluorescent proteins facilitate a variety of imaging paradigms in live and fixed samples. However, they lose their fluorescence after heavy fixation, hindering applications such as correlative light and electron microscopy (CLEM). Here we report engineered variants of the photoconvertible Eos fluorescent protein that fluoresce and photoconvert normally in heavily fixed (0.5-1% OsO4), plastic resin-embedded samples, enabling correlative super-resolution fluorescence imaging and high-quality electron microscopy.


Subject(s)
Luminescent Proteins/metabolism , Microscopy, Electron, Scanning/methods , Microscopy, Electron, Transmission/methods , Amino Acid Sequence , Animals , Base Sequence , CHO Cells , Cricetulus , Fluorescence , HeLa Cells , Humans , Luminescent Proteins/genetics , Molecular Imaging/methods , Molecular Sequence Data , Osmium Tetroxide/chemistry , Photochemistry/methods , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/metabolism
9.
J Neurosci ; 32(5): 1589-601, 2012 Feb 01.
Article in English | MEDLINE | ID: mdl-22302801

ABSTRACT

Subplate neurons (SPNs) are a population of neurons in the mammalian cerebral cortex that exist predominantly in the prenatal and early postnatal period. Loss of SPNs prevents the functional maturation of the cerebral cortex. SPNs receive subcortical input from the thalamus and relay this information to the developing cortical plate and thereby can influence cortical activity in a feedforward manner. Little is known about potential feedback projections from the cortical plate to SPNs. Thus, we investigated the spatial distribution of intracortical synaptic inputs to SPNs in vitro in mouse auditory cortex by photostimulation. We find that SPNs fell into two broad classes based on their distinct spatial patterns of synaptic inputs. The first class of SPNs receives inputs from only deep cortical layers, while the second class of SPNs receives inputs from deep as well as superficial layers including layer 4. We find that superficial cortical inputs to SPNs emerge in the second postnatal week and that SPNs that receive superficial cortical input are located more superficially than those that do not. Our data thus suggest that distinct circuits are present in the subplate and that, while SPNs participate in an early feedforward circuit, they are also involved in a feedback circuit at older ages. Together, our results show that SPNs are tightly integrated into the developing thalamocortical and intracortical circuit. The feedback projections from the cortical plate might enable SPNs to amplify thalamic inputs to SPNs.


Subject(s)
Cerebral Cortex/cytology , Cerebral Cortex/growth & development , Nerve Net/cytology , Nerve Net/growth & development , Animals , Female , Male , Mice , Mice, Inbred C57BL , Neural Pathways/cytology , Neural Pathways/growth & development , Photic Stimulation/methods , Thalamus/cytology , Thalamus/growth & development
10.
J Biol Chem ; 285(12): 8771-81, 2010 Mar 19.
Article in English | MEDLINE | ID: mdl-20068042

ABSTRACT

ClpS is an adaptor protein that interacts with ClpA and promotes degradation of proteins with N-end rule degradation motifs (N-degrons) by ClpAP while blocking degradation of substrates with other motifs. Although monomeric ClpS forms a 1:1 complex with an isolated N-domain of ClpA, only one molecule of ClpS binds with high affinity to ClpA hexamers (ClpA(6)). One or two additional molecules per hexamer bind with lower affinity. Tightly bound ClpS dissociates slowly from ClpA(6) with a t((1/2)) of approximately 3 min at 37 degrees C. Maximum activation of degradation of the N-end rule substrate, LR-GFP(Venus), occurs with a single ClpS bound per ClpA(6); one ClpS is also sufficient to inhibit degradation of proteins without N-degrons. ClpS competitively inhibits degradation of unfolded substrates that interact with ClpA N-domains and is a non-competitive inhibitor with substrates that depend on internal binding sites in ClpA. ClpS inhibition of substrate binding is dependent on the order of addition. When added first, ClpS blocks binding of both high and low affinity substrates; however, when substrates first form committed complexes with ClpA(6), ClpS cannot displace them or block their degradation by ClpP. We propose that the first molecule of ClpS binds to the N-domain and to an additional functional binding site, sterically blocking binding of non-N-end rule substrates as well as additional ClpS molecules to ClpA(6). Limiting ClpS-mediated substrate delivery to one per ClpA(6) avoids congestion at the axial channel and allows facile transfer of proteins to the unfolding and translocation apparatus.


Subject(s)
Carrier Proteins/metabolism , Endopeptidase Clp/physiology , Escherichia coli Proteins/metabolism , Escherichia coli/enzymology , Gene Expression Regulation, Bacterial , Chaperonins/chemistry , Dose-Response Relationship, Drug , Endopeptidase Clp/chemistry , Endopeptidase Clp/metabolism , Kinetics , Peptide Hydrolases/chemistry , Plasmids/metabolism , Protein Binding , Protein Conformation , Protein Denaturation , Protein Interaction Mapping , Time Factors
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