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Whole-animal connectomes of both Caenorhabditis elegans sexes

Open access
Cook, Steven J., Jarrell, Travis A., Brittin, Christopher A., Wang, Yi, Bloniarz, Adam E., Yakovlev, Maksim A., Nguyen, Ken C. Q., Tang, Leo T.-H. +6 more·2019·Nature

Abstract

Knowledge of connectivity in the nervous system is essential to understanding its function. Here we describe connectomes for both adult sexes of the nematode Caenorhabditis elegans, an important model organism for neuroscience research. We present quantitative connectivity matrices that encompass all connections from sensory input to end-organ output across the entire animal, information that is necessary to model behaviour. Serial electron microscopy reconstructions that are based on the analysis of both new and previously published electron micrographs update previous results and include data on the male head. The nervous system differs between sexes at multiple levels. Several sex-shared neurons that function in circuits for sexual behaviour are sexually dimorphic in structure and connectivity. Inputs from sex-specific circuitry to central circuitry reveal points at which sexual and non-sexual pathways converge. In sex-shared central pathways, a substantial number of connections differ in strength between the sexes. Quantitative connectomes that include all connections serve as the basis for understanding how complex, adaptive behavior is generated.

Integrity signals

Registry

Crossref · 10.1038/s41586-019-1352-7

Cites

64 of 64 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

23 of 47 cited sources checked · 8 supported · 0 flagged · accuracy not yet measured

  • Premisecitation

    Several shared neurons, including sensory neurons, are sexually differentiated to support sex-specific navigational choices.

    “Several shared neurons, including sensory neurons, are sexually differentiated to support sex-specific navigational choices39,40.”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [39] Ryan, D. A. et al. Sex, age, and hunger regulate behavioral prioritization through dynamic modulation of chemoreceptor expression. Curr. Biol. 24, 2509–2517 (2014). source

      The section “Sexual Regulation of AWA and odr-10 Modulates Feeding Behavior” reports that changing the sexual state of the shared AWA sensory neurons alters food-leaving and food-search behavior in C. elegans. This supports a role for sexual differentiation in sex-specific choices, but the paper’s direct finding concerns one pair of sensory neurons, not several shared neurons. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [40] Hilbert, Z. A. & Kim, D. H. Sexually dimorphic control of gene expression in sensory neurons regulates decision-making behavior in C. elegans. eLife 6, e21166 (2017). source

      The Results (no page number available) show male-specific daf-7 expression in the shared ASJ sensory-neuron pair, and the Discussion links that expression to male mate-searching decisions. The paper also notes changes in other sex-shared neurons, but its own behavioral evidence concerns ASJ; it does not establish that several shared neurons support sex-specific navigational choices. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • Premisecitation

    The feedforward loop is a common motif in the C. elegans connectome.

    “As previously noted3,18, the feedforward loop is a prevalent motif in the C. elegans connectome (Extended Data Fig. 7).”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [3] Jarrell, T. A. et al. The connectome of a decision-making neural network. Science 337, 437–444 (2012). source
    • cites [18] Varshney, L. R., Chen, B. L., Paniagua, E., Hall, D. H. & Chklovskii, D. B. Structural properties of the Caenorhabditis elegans neuronal network. PLOS Comput. Biol. 7, e1001066 (2011). source

      The Results section on the chemical synapse network reports that fully connected three-neuron subnetworks, considered collectively, occur more often than expected in random networks. It does not identify the feedforward loop specifically as a prevalent motif; its separate description of feedforward information processing concerns connections between neuron categories, not that three-neuron motif. No page number is available in our copy. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Findingcitation

    Immunofluorescence for acetylcholine machinery shows extensive release along sublateral tracts, at least through the anterior two-thirds of the body.

    “Immunofluorescence staining of acetylcholine-synthesizing and -releasing machinery reveals extensive release of this neurotransmitter along the sublateral tracts, at least through the anterior two-thirds of the body27”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [27] Pereira, L. et al. A cellular and regulatory map of the cholinergic nervous system of C. elegans. eLife 4, e12432 (2015). source

      The Methods (Antibody staining; page unavailable) describe immunofluorescence for UNC-17, a vesicular acetylcholine transporter, and the Results (Defining cholinergic neurons; page unavailable) use that staining to identify cholinergic cells. Our copy does not report acetylcholine release along sublateral tracts or its extent through the anterior two-thirds of the body. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • Premisecitation

    Six additional sex differences have been experimentally verified by other researchers.

    “A further six have been experimentally verified by others42.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [42] Oren-Suissa, M., Bayer, E. A. & Hobert, O. Sex-specific pruning of neuronal synapses in Caenorhabditis elegans. Nature 533, 206–211 (2016). source
  • Findingown data

    Connectomes were generated for both adult sexes of Caenorhabditis elegans.

    “Here we describe connectomes for both adult sexes of the nematode Caenorhabditis elegans”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim. 21
  • May combine two claims. 45
  • The quote only partly states this claim. 2
  • Classified as probably not a substantial claim.

    Premisecitation

    Earlier work described connectivity for parts of the C. elegans nervous system, including major neural centres in the adult hermaphrodite and the posterior region of the adult male.

    “Connectivity has been described previously for sections of the C. elegans nervous system that encompasses the major neural centres, including the anterior and posterior body regions and the pharynx of the adult hermaphrodite and the posterior region of the adult male1–4,18.”
    Quote in the paperSubstantial claim2 of 5 sources checked
    • cites [1] White, J. G., Southgate, E., Thomson, J. N. & Brenner, S. The structure of the nervous system of the nematode Caenorhabditis elegans. Phil. Trans. R. Soc. Lond. B 314, 1–340 (1986). source
    • cites [2] Albertson, D. G. & Thomson, J. N. The pharynx of Caenorhabditis elegans. Phil. Trans. R. Soc. Lond. B 275, 299–325 (1976). source
    • cites [3] Jarrell, T. A. et al. The connectome of a decision-making neural network. Science 337, 437–444 (2012). source
    • cites [4] Hall, D. H. & Russell, R. L. The posterior nervous system of the nematode Caenorhabditis elegans: serial reconstruction of identified neurons and complete pattern of synaptic interactions. J. Neurosci. 11, 1–22 (1991). source

      The paper’s opening passage says earlier reports described the anterior sensory cells, pharynx, ventral nerve cord and nerve ring; it then describes this paper’s reconstruction of synaptic interactions in the adult hermaphrodite tail. That supports the claim about connectivity in parts of the hermaphrodite nervous system, but our copy does not support the adult-male posterior-region component. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [18] Varshney, L. R., Chen, B. L., Paniagua, E., Hall, D. H. & Chklovskii, D. B. Structural properties of the Caenorhabditis elegans neuronal network. PLOS Comput. Biol. 7, e1001066 (2011). source

      The Introduction and Materials and Methods (Data Acquisition; page unavailable) describe earlier reconstructions of the hermaphrodite nervous system, particularly the anterior, neck, and tail regions. The paper does not establish the claim about previously described connectivity in the adult male’s posterior region; its Results (Reconstruction) also distinguish its somatic wiring diagram from the pharyngeal nervous system. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    C. elegans sensory neurons usually respond to several stimuli, so sensory integration starts within the sensory neurons.

    “As the sensory neurons of C. elegans generally respond to multiple stimuli, sensory integration begins within the sensory neurons themselves25,26.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [25] Zou, W. et al. Polymodal responses in C. elegans phasmid neurons rely on multiple intracellular and intercellular signaling pathways. Sci. Rep. 7, 42295 (2017). source

      The Abstract reports that C. elegans PHA/PHB neurons respond to multiple stimuli and use intracellular and intercellular pathways to process them; the Discussion describes encoding and discrimination in those neurons. This supports sensory processing within particular sensory neurons, but the paper does not establish that C. elegans sensory neurons generally respond to multiple stimuli or that integration always begins within them. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites [26] Hart, A. C., Kass, J., Shapiro, J. E. & Kaplan, J. M. Distinct signaling pathways mediate touch and osmosensory responses in a polymodal sensory neuron. J. Neurosci. 19, 1952–1958 (1999). source

      The Abstract reports that ASH neurons respond to nose touch, hyperosmolarity, and volatile repellents, and distinguish stimuli through distinct signaling pathways within the neurons. This supports stimulus processing within ASH, but the paper does not establish that C. elegans sensory neurons generally respond to multiple stimuli. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Prior functional studies link SMD to Ω-turn amplitude, SMB to sinusoidal movement amplitude, SAB to proprioception, and SIA to flipping behaviour during lethargus.

    “Functional studies have shown that SMD encodes the amplitude of a deep ventral bend behaviour known as the Ω-turn; SMB influences the amplitude of sinusoidal movement; SAB is thought to act in proprioception; and the SIA neurons are involved in so-called ‘flipping behaviour’ during lethargus24,29,30.”
    Quote in the paperNot a substantial claim2 of 3 sources checked
    • cites [24] Gray, J. M., Hill, J. J. & Bargmann, C. I. A circuit for navigation in Caenorhabditis elegans. Proc. Natl Acad. Sci. USA 102, 3184–3191 (2005). source
    • cites [29] Kratsios, P. et al. Transcriptional coordination of synaptogenesis and neurotransmitter signaling. Curr. Biol. 25, 1282–1295 (2015). source
    • cites [30] Schwarz, J. & Bringmann, H. Analysis of the NK2 homeobox gene ceh-24 reveals sublateral motor neuron control of left–right turning during sleep. eLife 6, e24846 (2017). source
  • May combine two claims.

    Interpretationcitation

    The close match between node placement and worm neuroanatomy indicates economical wiring, a common property of nervous systems including C. elegans.

    “The notable similarity in the placement of the nodes to the neuroanatomy of the worm reflects economical wiring, a property commonly found for nervous systems, including in C. elegans19–22.”
    Quote in the paperNot a substantial claim3 of 4 sources checked
    • cites [19] Ahn, Y.-Y., Jeong, H. & Kim, B. J. Wiring cost in the organization of a biological neuronal network. Physica A 367, 531–537 (2006). source
    • cites [20] Chen, B. L., Hall, D. H. & Chklovskii, D. B. Wiring optimization can relate neuronal structure and function. Proc. Natl Acad. Sci. USA 103, 4723–4728 (2006). source
    • cites [21] Wang, I. E. & Clandinin, T. R. The influence of wiring economy on nervous system evolution. Curr. Biol. 26, R1101–R1108 (2016). source
    • cites [22] Gushchin, A. & Tang, A. Total wiring length minimization of C. elegans neural network: a constrained optimization approach. PLoS ONE 10, e0145029 (2015). source

      The Conclusions (page unavailable) say that total wiring-length minimization has a large influence on C. elegans interneuron placement, supporting the economical-wiring interpretation. But they also note discrepancies between real and optimal positions; the Results report that optimal layouts could reduce real wiring length substantially. The paper does not establish that economical wiring is a common property of nervous systems generally. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation

    The ASEL-ASER pair is known to be lateralized in chemosensory cue detection.

    “The ASEL-ASER pair is known to be lateralized in its ability to sense chemosensory cues34,35.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [34] Pierce-Shimomura, J. T., Faumont, S., Gaston, M. R., Pearson, B. J. & Lockery, S. R. The homeobox gene lim-6 is required for distinct chemosensory representations in C. elegans. Nature 410, 694–698 (2001). source
    • cites [35] Johnston, R. J. Jr, Chang, S., Etchberger, J. F., Ortiz, C. O. & Hobert, O. MicroRNAs acting in a double-negative feedback loop to control a neuronal cell fate decision. Proc. Natl Acad. Sci. USA 102, 12449–12454 (2005). source
      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    AVA and AVB promote backward and forward locomotion and are targeted by male-specific interneurons PVV, PVX, and PVY, which regulate male locomotion during copulation.

    “For example, the major layer 1 pre-motor interneurons AVA and AVB, which promote backward and forward locomotion, respectively, are targeted by three major male-specific interneurons, PVV, PVX and PVY, that regulate the locomotion of the male during copulation37,38.”
    Quote in the paperSubstantial claim2 of 2 sources checked
    • cites [37] Sherlekar, A. L. et al. The C. elegans male exercises directional control during mating through cholinergic regulation of sex-shared command interneurons. PLoS ONE 8, e60597 (2013). source

      The Results section on PVY reports that PVY and PVX target the AVA backward and AVB forward command interneurons, and that PVY promotes backward movement during mating (page unavailable). It does not establish the claimed role for PVV; it also says PVX ablation had no obvious effect on vulva-search behavior, leaving its role subtle or potentially redundant. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites [38] Koo, P. K., Bian, X., Sherlekar, A. L., Bunkers, M. R. & Lints, R. The robustness of Caenorhabditis elegans male mating behavior depends on the distributed properties of ray sensory neurons and their output through core and male-specific targets. J. Neurosci. 31, 7497–7510 (2011). source

      The section “Many male-specific ray neuron targets are not essential for ventral curling” (page unavailable) identifies PVV and PVY as male-specific interneuron/motor neurons, and the Discussion (page unavailable) mentions PVX and PVV as possible contributors to male posterior muscle control. Our copy does not establish that PVV, PVX, and PVY target AVA and AVB, or specify AVA’s and AVB’s respective roles in backward and forward locomotion. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    Connectivity reinforcement by circuit activity and experience has been demonstrated but remains little studied.

    “Reinforcement of connectivity by circuit activity and hence experience has been demonstrated but little studied so far45.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [45] Hart, M. P. & Hobert, O. Neurexin controls plasticity of a mature, sexually dimorphic neuron. Nature 553, 165–170 (2018). source

      In “DVB neurites are experience and activity-dependent” (page unavailable), the paper reports that mating experience and repeated circuit activation increase DVB neurite growth. In “DVB plasticity impacts behavior via dimorphic synaptic connectivity” (page unavailable), it reports an increase in specific synaptic connections with age. It does not directly show that activity reinforces those connections, and its statement that molecular mechanisms are not well understood does not establish that connectivity reinforcement itself has been little studied. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingown data

    For chemical synapses, the standard deviation of the percentage uncertainty in the number of sections scored was 10% for edge weights of 10 sections or fewer and 2% for edge weights of 40 sections or more.

    “the percentage uncertainty (s.d.) in the number of sections scored ranged for chemical synapses between 10% for edge weights of 10 sections or less to 2% for edge weights of 40 sections or more.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [62] Xu, M. et al. Computer assisted assembly of connectomes from electron micrographs: application to Caenorhabditis elegans. PLoS ONE 8, e54050 (2013). source

      The Results (page unavailable) give the claimed approximate 10% and 2% uncertainty estimates for chemical-synapse edge weights at the stated thresholds. They describe these as estimated percentage uncertainty from differences between three scorers, however, not as standard deviations. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation

    C. elegans neurons are largely isopotential, but activity-controlling properties such as calcium levels may be compartmentalized, as shown in one example.

    “Although C. elegans neurons are largely isopotential48, the properties of these neurons that control activity, such as calcium levels, may be compartmentalized, as has been previously demonstrated in one example49.”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites [48] Goodman, M. B., Hall, D. H., Avery, L. & Lockery, S. R. Active currents regulate sensitivity and dynamic range in C. elegans neurons. Neuron 20, 763–772 (1998). source
    • cites [49] Hendricks, M., Ha, H., Maffey, N. & Zhang, Y. Compartmentalized calcium dynamics in a C. elegans interneuron encode head movement. Nature 487, 99–103 (2012). source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    The reproducibility of the annotation was evaluated by comparing results from independent annotators.

    “Reproducibility of the annotation has been assessed by comparing the results of independent annotators62.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [62] Xu, M. et al. Computer assisted assembly of connectomes from electron micrographs: application to Caenorhabditis elegans. PLoS ONE 8, e54050 (2013). source
  • May combine two claims.

    Premisecitation

    Neurite outgrowth and synapse formation in C. elegans continue through larval development, the L4 stage, and adulthood, and ectopic neurite sprouting continues with aging.

    “Outgrowth of neurites and establishment of synapses in C. elegans occurs throughout larval development and continues through the L4 larval stage and into adulthood, and ectopic neurite sprouting continues as the nervous system ages45,46.”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites [45] Hart, M. P. & Hobert, O. Neurexin controls plasticity of a mature, sexually dimorphic neuron. Nature 553, 165–170 (2018). source

      The ‘Morphologic plasticity displayed by adult male DVB neuron’ section reports progressive neurite outgrowth from adult days 1 to 5, and ‘DVB plasticity impacts behavior via dimorphic synaptic connectivity’ reports an increase in specific synaptic connections over that period (page numbers not supplied). The paper does not establish continued outgrowth and synapse formation throughout larval development or the L4 stage, or general ectopic sprouting across the aging nervous system; its adult finding concerns the male DVB neuron. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites [46] Toth, M. L. et al. Neurite sprouting and synapse deterioration in the aging Caenorhabditis elegans nervous system. J. Neurosci. 32, 8778–8790 (2012). source

      The Results section, “C. elegans touch receptor neurons exhibit new neurite outgrowth with age” (page unavailable), reports new branches that become more frequent in aging adults, supporting the ectopic-sprouting portion. Our copy does not establish that neurite outgrowth and synapse formation continue throughout larval development, through L4, and into adulthood; its aging-synapse findings concern deterioration rather than new synapse formation. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Findingown data

    Other shared neurons in male circuits are extensively differentiated in adult males relative to adult hermaphrodites and larvae, and serve different functions in the two sexes.

    “Other shared neurons that participate in the male circuits are extensively differentiated in the adult male compared to the adult hermaphrodite and larval stages, and serve different functions in the two sexes (Fig. 6a–f).”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data

    Gap junction connections were more variable than chemical connections.

    “Gap junctions were more variable.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    When all edges for both sexes are treated as undirected, the chemical and gap junction graphs are weakly connected.

    “Although sparse, if all edges for both sexes are considered to be undirected, both chemical and gap junction graphs are connected, meaning that there is a path connecting every pair of nodes (weakly connected).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The male graph has 5,315 chemical edges and 1,755 gap junction edges.

    “and 5,315 chemical and 1,755 gap junction edges in the male”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Computational two-dimensional layouts show sensory information pathways, 1-5 synaptic steps from sensory neurons to end organs, and feedforward network organization.

    “Two-dimensional layouts of the connectivity graphs based on computational arrangement reveal the pathways of sensory information flow, the small number (1–5) of synaptic steps between the sensory neurons and the end organs, and the feedforward nature of the networks”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In the male, 54% of shared neuron classes, 50 of 93, output to the sex-specific component, providing 18% of its input.

    “Reciprocally, 54% of the shared neuron classes (50 out of 93 classes) have output onto the sex-specific component, constituting 18% of the input of the sex-specific neurons.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning

    108 neurons in 17 classes, providing 91% of input to body-wall muscles, are classified as motor neurons because much of their output goes to muscle and muscle control appears primary.

    “Of these neurons, we classify 108 neurons in 17 classes—accounting for 91% of input to the body-wall muscles—as motor neurons, because a large fraction of their output is to muscle, and muscle control appears to be their primary function”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The hermaphrodite has 8 sex-specific neurons and 16 sex-specific muscles; the male has 91 sex-specific neurons and 39 sex-specific muscles.

    “In total 8 neurons and 16 sex muscles are specific to the hermaphrodite; 91 neurons and 39 sex muscles are specific to the male.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation

    The main sex differences concern reproduction: vulval and uterine muscles and their motor neurons in the hermaphrodite, and additional male neurons, sex muscles, and tail connections for copulation.

    “The primary sex differences are in reproductive functions, the vulval and uterine muscles and the motor neurons that control them in the hermaphrodite and—in the male—the large number of additional neurons, sex muscles and connections in the tail that generate the circuits for copulation3.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [3] Jarrell, T. A. et al. The connectome of a decision-making neural network. Science 337, 437–444 (2012). source
  • May combine two claims.

    Findingown data

    The graphs are sparse, containing 3.2% of possible edges in the hermaphrodite and 2.4% in the male.

    “They are sparse graphs with respectively 3.2% (for the hermaphrodite) and 2.4% (for the male) of all possible edges.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In the cell-class connectivity graph, median degree values near 19 indicate extensive cross-connectivity and both convergence and divergence across the nervous system.

    “Considering the graph of connectivity between cell classes, median degree values of around 19 illustrate the extensive cross-connectivity and thus indicate both convergence and divergence throughout the nervous system.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    In the hermaphrodite, 37% of neuron classes are targeted by HSN and VC, but this is only 1.4% of total input to the shared component.

    “In the hermaphrodite, 37% of the neuron classes are targeted by the two sex-specific neuron classes, HSN and VC, but this constitutes only 1.4% of total input of the shared component.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The hermaphrodite graph has 4,887 chemical edges and 1,447 gap junction edges.

    “The respective graphs have 4,887 chemical (or directed) edges and 1,447 gap junction (or undirected) edges in the hermaphrodite”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    In the N2U hermaphrodite anterior reconstruction, 7,446 chemical and gap junction synapses fell roughly equally into three regions: 2,578 not nerve ring, 2,472 nerve ring 45°, and 2,396 nerve ring in-plane.

    “Of7,446 synapses (chemical plus gap junctions), the synapses fell roughly equally into these three regions (2,578 not nerve ring, 2,472 nerve ring 45°, 2,396 nerve ring in-plane).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The study scored more synapses than previous papers for two reasons.

    “We scored more synapses compared to the previous papers for two reasons (Extended Data Fig. 1).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Extended Data Fig. 1

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingcitation

    In the hermaphrodite, the best anterior series N2U ends around the midbody vulva, while the best posterior series JSE extends anteriorly only to the junction between the ventral cord and the pre-anal ganglion.

    “In the hermaphrodite, the best anterior series (N2U) ends around the midbody vulva whereas the best posterior series (JSE) extends anteriorly only as far as the junction between the ventral cord and the pre-anal ganglion”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Supplementary Information 10

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingcitation

    In the male, the anterior series N930 extends posteriorly through the ventral ganglion, while the posterior series N2Y extends anteriorly to near the border between the seminal vesicle and the vas deferens.

    “In the male, the anterior series (N930) extends posteriorly through the ventral ganglion, whereas the posterior series (N2Y) extends anteriorly to a position near the border between the seminal vesicle and the vas deferens”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Supplementary Information 10

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingown data

    The gap contains gap junctions between adjacent muscles, neuromuscular junctions linking ventral cord motor neurons to dorsal and ventral body-wall muscles, connections between successive ventral cord motor neurons, and connections from premotor interneurons AVA and AVB to ventral cord motor neurons.

    “This gap includes gap junctions between adjacent muscles, neuromuscular junctions between the ventral cord motor neurons and dorsal and ventral body-wall muscles, connections from one ventral cord motor neuron to the next, and connections between the major premotor interneurons AVA and AVB and ventral cord motor neurons.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingnone given

    N2U includes only the anterior part of the dorsal nerve cord where neuromuscular junctions to dorsal muscle quadrants are located.

    “N2U includes only the anterior portion of the dorsal nerve cord where the neuromuscular junctions to the dorsal muscle quadrants are located.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    Chemical synapse sizes span 1 to 23 sections in the hermaphrodite and 1 to 41 sections in the male; gap junction sizes span 1 to 20 sections in the hermaphrodite and 1 to 30 sections in the male.

    “This varies from 1 to 23 sections in the hermaphrodite and from 1 to 41 sections in the male for chemical synapses, and from 1 to 20 sections in the hermaphrodite and from 1 to 30 sections in the male for gap junction synapses”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Supplementary Information 3

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingreasoning

    Reconstruction completeness is variable and influences weight values.

    “The completeness of the reconstructions varies and will affect the values of the weights.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    Because no single EM series covered a whole animal, whole-animal connectomes were made by combining series and filling gaps by extrapolating connectivity across repetitive regions.

    “As none of the EM series cover an entire single animal, to generate whole-animal connectomes, data from different reconstruction series were combined and the remaining gaps were filled by extrapolating known connectivity across repetitive regions (Methods).”
    Quote in the paperSubstantial claim
    • The authors state this as an assumption: Connections that were not observed in a given sex can be assumed present because certain regions are repetitive.
  • May combine two claims.

    Interpretationreasoning

    Sex-specific neurons connect into head central circuitry to regulate behaviour during overt reproduction and to mediate sex-specific appetitive decisions.

    “Sex-specific neurons connect into the sex-shared central circuitry in the head with two functions: to regulate behaviour during overt reproductive activity and to mediate sex-specific, appetitive decision-making.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The male copulation control network contains 85 male-specific neurons and 64 shared neurons.

    “This is most notable in the male, in which the neural network that controls copulation consists of 85 male-specific and 64 shared neurons3,36.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [3] Jarrell, T. A. et al. The connectome of a decision-making neural network. Science 337, 437–444 (2012). source
    • cites [36] Emmons, S. W. Neural circuits of sexual behavior in Caenorhabditis elegans. Annu. Rev. Neurosci. 41, 349–369 (2018). source
  • May combine two claims.

    Study design and conductown data

    The reconstructions are quantitative and use synapse sizes, which allows graph and network analysis.

    “The reconstructions are quantitative and based on the sizes of the synapses (Methods, Extended Data Fig. 2 and Supplementary Information 2, 3), thus making graph and network analysis possible.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisereasoning

    Sublateral motor neurons were previously incompletely described because their axons pass through regions not fully imaged by high-magnification EM.

    “The sublateral motor neurons have been incompletely described heretofore, because their axons run through body regions that have not been fully imaged by EM at high magnification.”
    Quote in the paperNot a substantial claim
  • May combine two claims. The quote only partly states this claim.

    Interpretationown data

    Major motor neurons and their primary pre-motor interneurons are highly interconnected and receive input from most other neurons, making motor output hard to interpret simply.

    “The major motor neurons as well as their primary pre-motor interneurons are highly interconnected and receive some input from most of the remaining neurons, defying simple interpretation of motor output.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    Connectivity can help deduce some neuron functions and identify previously unknown cell classes.

    “The function of some neurons may be deduced from their connectivity, which can identify them as a previously unknown cell class.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Annotation differences come from outright errors and from different interpretations of ambiguous structures.

    “Differences arise from out-and-out errors and from differing interpretations of ambiguous structures.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning

    Observed differences may reflect developmental variability, age disparity, rearing conditions, experience, errors, or differing reconstruction completeness.

    “Differences may be due to developmental variability, as assessed above (Fig. 5a), or to age disparity, rearing conditions or experience, not to mention differences due to errors and differing degrees of completeness in the reconstructions themselves.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    EM-level ultrastructures can indicate neuronal functions such as sensory perception or hormone secretion.

    “EM-level ultrastructures can indicate neuronal functions such as sensory perception or hormone secretion.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    Gap junctions are harder to score overall, but the difficulty is similar across all animals in the study.

    “Gap junctions are more difficult to score overall, but those difficulties are similar across all animals used in this study.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    These possible sex differences involve both chemical and gap junction connections and occur at all network levels.

    “Such possible differences involve both chemical and gap junctional connections and occur at all levels throughout the network (Extended Data Fig. 13).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    If synapse size is ignored, judging connectivity strength by counting synapses alone will underestimate strong connections and overestimate weaker ones.

    “If synapse size is not taken into account, judging connectivity strength by counting synapses alone will therefore underestimate the strength of strong connections and overestimate the strength of weaker connections.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    The connectome is complex enough to require dynamic homeostatic control, so an EM-based connectome is a snapshot of a dynamic structure.

    “The connectome is too complex not to be under the control of dynamic, homeostatic mechanisms; an EM-based connectome should be considered a snapshot of a dynamic structure.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning

    The scoring method may or may not affect larger synapses depending on their position relative to section boundaries; only larger synapses have a definite effect.

    “It may or may not have any effect on larger synapses, depending on where they lie with respect to section boundaries; there is only a definite effect on larger synapses.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Whether neurons are chemically or electrically coupled informs how they signal.

    “How neurons signal emerges from whether they are chemically or electrically coupled.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Including end organs is important because, at least in C. elegans, they are electrically coupled, which strongly affects their activity.

    “Inclusion of the end organs is important as—at least in the case of C. elegans—they are electrically coupled, which will have a marked effect on their activity.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given

    Similar reproducibility results are expected for gap junctions.

    “Similar results are expected for gap junctions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    Signalling may not be uniform or simultaneous at all synapses.

    “Thus, signalling may not be uniform or simultaneous at all synapses.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    The gaps in the adjacency matrices leave some muscle cells and motor neurons without innervation; they align precisely with the unreconstructed region and are therefore unquestionably artefactual.

    “These gaps in the adjacency matrices, which leave some muscle cells and some motor neurons without any innervation, precisely line up with the unreconstructed region and thus are unquestionably artefactual.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning

    This conclusion might not hold for a particular connection.

    “However, this conclusion might not be true for a particular connection.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Neuron identification in the N930 male reconstruction did not rely on synaptic partnerships.

    “Synaptic partnerships were not used to identify neurons.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Since the male graph shares the hermaphrodite's major pathways and shows verifiable sex differences, missing synapses must be spread relatively evenly across connections.

    “Considering that the male graph contains the same major pathways as the hermaphrodite and verifiable sex differences can be identified, the missing synapses must be distributed relatively uniformly over the connections.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    This simplification has little effect on weight values but could matter for particular connections.

    “Notably, this has little effect on the values of the weights but it could be important for particular connections.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    Chemical synaptic features were not stained exactly as in earlier images, but they remain identifiable and measurable in size in animals from both sources.

    “Although our efforts failed to stain chemical synaptic features exactly as in the previously published images, they are still identifiable and measurable in size in animals from both sources.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductreasoning

    The whole-animal C. elegans connectomes are a conceptualization built from multiple animals, with some connections taken from the opposite sex and some assumed present from repetitive regions.

    “These whole-animal C. elegans connectomes should be considered a conceptualization, being constructed as they are from multiple animals and including some connections that are observed in the opposite sex and some that are not observed at all but assumed to be present based on the repetitive nature of certain regions.”
    Quote in the paperSubstantial claim
    • The authors state this as an assumption: Connections that were not observed in a given sex can be assumed present because certain regions are repetitive.
  • Classified as probably not a substantial claim.

    Study design and conductnone given

    Every anterior image was scored without knowledge of sex.

    “All anterior images were scored blind to sex.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    Because tail anatomy differs by sex, scoring posterior PAG images could not be blinded to sex.

    “Sexually dimorphic tail anatomy precluded blinding to sex when scoring posterior images of the PAG.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    In most cases, using distinct fluorescent markers for the presynaptic neurite made genotype blinding impossible.

    “Use of different fluorescence markers to label the presynaptic neurite prevented blinding to genotype in most instances.”
    Quote in the paperNot a substantial claim
61 of 61
  • The authors state this as an assumption.

    Connections that were not observed in a given sex can be assumed present because certain regions are repetitive.

    “including some connections that are observed in the opposite sex and some that are not observed at all but assumed to be present based on the repetitive nature of certain regions”
  • The authors state this as an assumption.

    The variance of observed connection strength is a function of its expectation.

    “The variance of the observed connection strength is assumed to be a function of its expectation.”
  • The authors state this as an assumption.

    Observed weights of connections between left-right homologues in the hermaphrodite are independent observations of random variables with the same mean and variance.

    “we assume that the observed weights of connections between left-right homologues in the hermaphrodite are independent observations of random variables with the same mean and variance”
3 of 3

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Rich-club neurons in Caenorhabditis elegans are part of well-studied motor control circuits.

    “For example, rich-club neurons in Caenorhabditis elegans are part of well-studied motor control circuits7,20,21.”

    From Network statistics of the whole-brain connectome of Drosophila (2024) · cites this paper as [21]

    The Discussion (page unavailable) says major motor neurons and their primary pre-motor interneurons are highly interconnected, and the ‘Generation of body movements’ section describes their roles in locomotion. Our copy does not identify those neurons as ‘rich-club’ neurons, so it does not establish the claimed link between rich-club membership and motor-control circuits. (LLM, conf=0.76)

    Experimental — accuracy not yet measured
  • A high clustering coefficient and an over-representation of highly connected motifs suggest that the local structure of the brain displays a high degree of non-randomness.

    “A high clustering coefficient and an over-representation of highly connected motifs suggest that the local structure of the brain displays a high degree of non-randomness, consistent with previous studies in C. elegans7,21 and in the mouse cortex11,24,25.”

    From Network statistics of the whole-brain connectome of Drosophila (2024) · cites this paper as [21]

    In “The architecture of information flow” (page unavailable), the paper calls the feedforward loop a prevalent motif in the C. elegans connectome and describes extensive cross-connectivity. It does not report a high clustering coefficient or show that highly connected motifs are over-represented relative to a random network, so it supports only part of the attributed claim. (LLM, conf=0.75)

    Experimental — accuracy not yet measured
  • Connectomes in C. elegans have been proofread to the level of individual synapses, but this is not feasible in larger datasets.

    “While connectomes in C. elegans have been proofread to the level of individual synapses21,27,35, this is not feasible in larger datasets2,3,31.”
  • The connectome is a clear leap beyond C. elegans (300 neurons, <10^4 synapses) and the 1st instar larva of Drosophila (3,000 neurons, 5×10^5 synapses).

    “It is a clear leap beyond C. elegans (300 neurons, <104 synapses)36–38 and the 1st instar larva of Drosophila (3,000 neurons, 5×105 synapses)39.”

    From Neuronal wiring diagram of an adult brain (2023) · cites this paper as [38]

  • Owing to the use of artificial intelligence, the hemibrain and FlyWire have yielded connectomes that are orders of magnitude larger than those of C. elegans or the larval fly.

    “Owing to the use of artificial intelligence (AI), the hemibrain and FlyWire have yielded connectomes that are orders of magnitude larger than those of C. elegans38 or the larval fly39.”

    From Neuronal wiring diagram of an adult brain (2023) · cites this paper as [38]

Cites

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Authors
Cook, S. J., Jarrell, T. A., Brittin, C. A., Wang, Y., Bloniarz, A. E., Yakovlev, M. A., Nguyen, K. C. Q., Tang, L. T.-H., Bayer, E. A., Duerr, J. S., Bülow, H. E., Hobert, O., Hall, D. H., & Emmons, S. W.
Affiliations
  • Albert Einstein College of Medicine (US)
  • Google (United States) (US)
  • Columbia University (US)
  • Ohio University (US)
  • Howard Hughes Medical Institute (US)
Corresponding author
Emmons, Scott W.
Venue
Nature
Published
2019-07-03
Volume
571
Issue
7763
Pages
63-71
ISSN
  • 0028-0836 (ISSN-L)
  • 1476-4687
OpenAlex
W2954731284
Cited by
921
References
64
Citations by year
2026: 103 · 2025: 151 · 2024: 188 · 2023: 130 · 2022: 125 · 2021: 92 · 2020: 101 · 2019: 28 · 2016: 1 · 2014: 1
FWCI
41.30
Type
journal article
Language
en
Open access
Locations
  • Nature (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
Funders
  • National Institutes of Health (1r21ns111145-01, R24OD010943)
  • National Institute of Mental Health (R01MH112689)
  • National Institute of General Medical Sciences (R01GM066897)
  • National Institute of Neurological Disorders and Stroke (R37NS039996, R01NS096672, R21NS111145, F31NS096863)
  • National Center for Research Resources (R24RR012596)
  • Eunice Kennedy Shriver National Institute of Child Health and Human Development (P30HD071593)
Topics
  • Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neurobiology and Insect Physiology Research
  • Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Undergraduate Neuroscience Education and Research
Keywords
Caenorhabditis elegans, sexual dimorphism
MeSH terms
Animals, Behavior, Animal, Female, Head, Male, Microscopy, Electron, Motor Activity, Movement, Nervous System, Neural Pathways, Sex Characteristics, Caenorhabditis elegans, Hermaphroditic Organisms, Connectome

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read under definition version 3 (extract-v3) on 2026-09-28.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-09-28.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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