Cited by 125Neuroendocrine regulation and behaviorNeuroscience and Neuropharmacology ResearchNeuropeptides and Animal Physiology

The DOI matches its Crossref record; 65 of the 65 references it cites were found in a registry or an index; none of the 39 sources its claims cite is checked for support yet.

Whole-Brain Wiring Diagram of Oxytocin System in Adult Mice

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Published version of a preprint

Abstract

Abstract Oxytocin (OT) neurons regulate diverse physiological responses via direct connections with different neural circuits. However, the lack of comprehensive input-output wiring diagrams of OT neurons and their quantitative relationship with OT receptor (OTR) expression presents challenges to understanding circuit specific OT functions. Here, we establish a whole-brain distribution and anatomical connectivity map of OT neurons, and their relationship with OTR expression using cell type specific viral tools and high-resolution 3D mapping methods. We utilize a flatmap to describe OT neuronal expression in four hypothalamic domains including under-characterized OT neurons in the tuberal nucleus. OT neurons in the paraventricular hypothalamus (PVH) broadly project to nine functional circuits that control cognition, brain state, and somatic visceral response. In contrast, OT neurons in the supraoptic (SO) and accessory nuclei have limited central projection to a small subset of the nine circuits. Surprisingly, quantitative comparison between OT output and OTR expression showed no significant correlation across the whole brain, suggesting abundant indirect OT signaling in OTR expressing areas. Unlike output, OT neurons in both the PVH and SO receive similar mono-synaptic inputs from a subset of the nine circuits mainly in the thalamic, hypothalamic, and cerebral nuclei areas. Our results suggest that PVH-OT neurons serve as a central modulator to integrate external and internal information via largely reciprocal connection with the nine circuits while the SO-OT neurons act mainly as unidirectional OT hormonal output. In summary, our OT wiring diagram provides anatomical insights about distinct behavioral functions of OT signaling in the brain. Significance Statement Oxytocin (OT) neurons regulate diverse physiological functions from pro-social behavior to pain sensation via central projection in the brain. Thus, understanding detailed anatomical connectivity of OT neurons can provide insight on circuit specific roles of OT signaling in regulating different physiological functions. Here, we utilize high resolution mapping methods to describe the 3D distribution, mono-synaptic input and long-range output of OT neurons, and their relationship with OT receptor (OTR) expression across the entire mouse brain. We found OT connections with nine functional circuits controlling cognition, brain state, and somatic visceral response. Furthermore, we identified a quantitatively unmatched OT-OTR relationship, suggesting broad indirect OT signaling. Together, our comprehensive OT wiring diagram advances our understanding of circuit specific roles of OT neurons.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

This paper provides a whole-brain wiring diagram of oxytocin (Oxt) neurons in adult mice, mapping their distribution, long-range outputs, monosynaptic inputs, and relationship to Oxt receptor (Oxtr) expression. It finds broad PVH-Oxt projections to nine functional circuits, limited SO/AN projections, and a quantitative mismatch between Oxt output and Oxtr expression across the brain.

Key findings

  • Oxt neurons form four hypothalamic clusters: PVH, SO, AN, and TU. PVH had the highest transgenic count (511.5 ± 147.1 cells) and TU was nearly as dense (472.9 ± 65.2 cells); immunolabeling gave PVH 818 ± 169 and TU 393 ± 121 cells. PVH regions contained ∼39% of transgenic Oxt cells (742 of 1,899).
  • PVH-Oxt neurons broadly project to nine functional circuits controlling attention, threat/alert/defense, sleep/awake, pain, sensory motor, body physiology/metabolism, learning/memory, reward/value assessment, and reproduction. SO and AN project to only a small subset, and TU-Oxt neurons showed no long-range projections.
  • Oxt output and Oxtr expression showed no significant correlation across the whole brain, except in the thalamus and medulla (Spearman nonparametric correlation, *p < 0.05), suggesting abundant indirect or non-synaptic Oxt signaling; Oxt fibers were found contacting lateral, third, and fourth ventricle surfaces.
  • PVH and SO Oxt neurons receive similar monosynaptic inputs mainly from thalamus, hypothalamus, and cerebral nuclei, with little hindbrain or cortical input. PVH connections are largely reciprocal except for unidirectional output to hindbrain, while SO-Oxt neurons have limited central projection and are proposed to act mainly as hormonal output.

Methods

  • Used Oxt-Cre;Ai14, Oxtr-Venus, and C57Bl/6 J mice with serial two-photon tomography (STPT), tissue clearing, light sheet fluorescence microscopy (LSFM), 3D immunolabeling, and registration to the Allen Common Coordinate Framework.
  • Anterograde tracing used AAV2-CAG-Flex-EGFP injections into PVH (N = 15), SO (N = 10), AN (N = 2), and TU (N = 5); Oxtr mapping used Oxtr-Venus mice (6 males, 8 females); rabies-based monosynaptic input mapping used N = 6 for PVH and N = 4 for SO.
  • Cell counting used machine-learning detection and 3D conversion; projection strength was quantified per anatomically defined area, and Oxt output–Oxtr density relationships were tested with Spearman correlation after D’Agostino–Pearson normality testing.

Limitations

  • Paper-stated: TU-Oxt monosynaptic input was not examined, and future ablation studies are needed to determine TU-Oxt function; noncanonical Oxt signaling pathways are described as under-explored.
  • Evident from the text: the study is primarily anatomic and correlational, with no behavioral, optogenetic, or causal functional manipulations to test circuit-specific Oxt roles.
  • Evident from the text: male, virgin female, and lactating female data were merged after no significant differences were observed, and sample sizes for some tracing conditions were modest; the whole-brain Oxt–Oxtr correlation was not significant except in thalamus and medulla.

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Integrity signals

Registry

Crossref · 10.1523/jneurosci.0307-22.2022

Cites

65 of 65 references verified0 citation errors · 0 not checkable

Statistics

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Figures

Figure 1. Distribution of Oxt neurons. A, Signals from Oxt-Cre;Ai14 mice across representative coronal planes of the mouse brain. Figures on the right column are high-magnification images from white boxed areas in the left column. The TU (in v panel) contains two subpopulations of Oxt neurons with a small cluster (arrowhead) and a thin layer along the bottom edge of the brain (arrow). Please see Extended Data Figure 1-1 for Oxt antibody validation of Oxt-Cre;Ai14 mice. B, Top, STPT images registered onto the Allen CCF reference brain. Green signals represent averaged Oxt neurons from 8 animals. (bottom) 3D distribution of Oxt neurons. See also Movie 1, Table 1, and Extended Data Table 1-1. C, D, 2D hypothalamic flatmaps. Small insets with coronal sections illustrate how bins (while areas with numbers) were generated at different coronal planes. Anatomical labels in the flatmap are delineated based on Allen mouse brain atlas (C) and Franklin–Paxinos atlas (D). The x-axis is for bin numbers and y-axis is for the bregma A/P axis. The full name of abbreviations can be found in Table 1. E, Heatmap of Oxt neuronal density in four clusters with the overlay of Allen and Franklin–Paxinos labels in solid and dotted lines, respectively. Red dotted lines for four Oxt-expressing domains. 1: PVH, 2: SO, 3: AN, and 4: TU. F–I, LSFM imaging of whole-brain immunostaining with Oxt and vasopressin antibodies; 500-µm-thick z maximum projection of Oxt (F), vasopressin (G), and both (H). Yellow and red arrows for the SO and the TU, respectively. I, High-magnification images from the white boxed TU area in F, G. Note the lack of colocalization between the Oxt and vasopressin.
Figure 1. Distribution of Oxt neurons. A, Signals from Oxt-Cre;Ai14 mice across representative coronal planes of the mouse brain. Figures on the right column are high-magnification images from white boxed areas in the left column. The TU (in v panel) contains two subpopulations of Oxt neurons with a small cluster (arrowhead) and a thin layer along the bottom edge of the brain (arrow). Please see Extended Data Figure 1-1 for Oxt antibody validation of Oxt-Cre;Ai14 mice. B, Top, STPT images registered onto the Allen CCF reference brain. Green signals represent averaged Oxt neurons from 8 animals. (bottom) 3D distribution of Oxt neurons. See also Movie 1, Table 1, and Extended Data Table 1-1. C, D, 2D hypothalamic flatmaps. Small insets with coronal sections illustrate how bins (while areas with numbers) were generated at different coronal planes. Anatomical labels in the flatmap are delineated based on Allen mouse brain atlas (C) and Franklin–Paxinos atlas (D). The x-axis is for bin numbers and y-axis is for the bregma A/P axis. The full name of abbreviations can be found in Table 1. E, Heatmap of Oxt neuronal density in four clusters with the overlay of Allen and Franklin–Paxinos labels in solid and dotted lines, respectively. Red dotted lines for four Oxt-expressing domains. 1: PVH, 2: SO, 3: AN, and 4: TU. F–I, LSFM imaging of whole-brain immunostaining with Oxt and vasopressin antibodies; 500-µm-thick z maximum projection of Oxt (F), vasopressin (G), and both (H). Yellow and red arrows for the SO and the TU, respectively. I, High-magnification images from the white boxed TU area in F, G. Note the lack of colocalization between the Oxt and vasopressin.CC BY · PubMed Central
Figure 2. Anterograde projection map of Oxt neurons. A, Conditional AAV-GFP was injected in Oxt neuron containing hypothalamic areas. B, Four major areas of viral injections, 1: the PVH, 2: the SO, 3: the AN, 4: the TU area. C, Projection outputs from the PVH (green) and SO (yellow) Oxt neurons registered in the Allen CCF. See also Movie 2. D, Examples of long-range projections (green) from Oxt neurons in the PVH. The bottom panel is high mag images from white boxed areas in the top panel. E, Nine functional circuits that receive long-range projection from Oxt neurons in the three different injection area 1–3. Color and size of each ROI represent anatomic ontology and the abundance (degree) of the projection. The full name of abbreviations can be found in Table 2.
Figure 2. Anterograde projection map of Oxt neurons. A, Conditional AAV-GFP was injected in Oxt neuron containing hypothalamic areas. B, Four major areas of viral injections, 1: the PVH, 2: the SO, 3: the AN, 4: the TU area. C, Projection outputs from the PVH (green) and SO (yellow) Oxt neurons registered in the Allen CCF. See also Movie 2. D, Examples of long-range projections (green) from Oxt neurons in the PVH. The bottom panel is high mag images from white boxed areas in the top panel. E, Nine functional circuits that receive long-range projection from Oxt neurons in the three different injection area 1–3. Color and size of each ROI represent anatomic ontology and the abundance (degree) of the projection. The full name of abbreviations can be found in Table 2.CC BY · PubMed Central
Figure 3. Comparison between the Oxt output and Oxtr expression. A, Composite images of representative Oxt neuronal projection outputs (red: combined from both the PVH and the SO) and Oxtr expression (green) across the mouse brain. See also Movie 3. B, Quantitative comparison of relative Oxt projection pattern and Oxtr expression. Note that the cerebral cortex has very small Oxt/Oxtr ratio while the hindbrain and the midbrain shows higher ratio. C, Correlation between Oxt projection and Oxtr density (Spearman nonparametric correlation, *p < 0.05). Note no significant correlation across the whole-brain areas despite the significant correlation in the thalamus and the medulla. D, Examples of Oxt long range projection touching the surface of all major ventricles.
Figure 3. Comparison between the Oxt output and Oxtr expression. A, Composite images of representative Oxt neuronal projection outputs (red: combined from both the PVH and the SO) and Oxtr expression (green) across the mouse brain. See also Movie 3. B, Quantitative comparison of relative Oxt projection pattern and Oxtr expression. Note that the cerebral cortex has very small Oxt/Oxtr ratio while the hindbrain and the midbrain shows higher ratio. C, Correlation between Oxt projection and Oxtr density (Spearman nonparametric correlation, *p < 0.05). Note no significant correlation across the whole-brain areas despite the significant correlation in the thalamus and the medulla. D, Examples of Oxt long range projection touching the surface of all major ventricles.CC BY · PubMed Central
Figure 4. Monosynaptic input map of Oxt neurons in the PVH and the SO. A, Conditional monosynaptic tracing rabies virus was injected in the PVH or the SO of the Oxt-Cre mice. See Extended Data Figures 4-1 and 4-2 for control experiments to support cell type specificity of the rabies tracing. B, Brain-wide inputs into the PVH (green, n = 6 animals) and SO (red, n = 4 animals) Oxt neurons. The maximum signals of all samples from each anatomic region were overlaid on the reference brain. See also Movie 4. C, Representative monosynaptic inputs in different coronal planes (top panel) and high mag images from white boxed areas (bottom panel). Arrows highlight input from lateral brain areas for the SO compared with the PVH. D, Nine functional circuits that provide monosynaptic input to Oxt neurons in the two anatomic areas. Note overall similar input patterns for both areas. The full name of abbreviations can be found in Table 2.
Figure 4. Monosynaptic input map of Oxt neurons in the PVH and the SO. A, Conditional monosynaptic tracing rabies virus was injected in the PVH or the SO of the Oxt-Cre mice. See Extended Data Figures 4-1 and 4-2 for control experiments to support cell type specificity of the rabies tracing. B, Brain-wide inputs into the PVH (green, n = 6 animals) and SO (red, n = 4 animals) Oxt neurons. The maximum signals of all samples from each anatomic region were overlaid on the reference brain. See also Movie 4. C, Representative monosynaptic inputs in different coronal planes (top panel) and high mag images from white boxed areas (bottom panel). Arrows highlight input from lateral brain areas for the SO compared with the PVH. D, Nine functional circuits that provide monosynaptic input to Oxt neurons in the two anatomic areas. Note overall similar input patterns for both areas. The full name of abbreviations can be found in Table 2.CC BY · PubMed Central
Figure 5. Oxt neuron input-output wiring diagram. Schematic summary of monosynaptic input and axonal output connectivity of Oxt neurons. Color of each ROI is related to nine functional circuits. ROI size is correlated with Oxt output degree as done in Figure 2. Areas providing the monosynaptic input are highlighted with asterisk (*). Number of * indicated input strength: * < 10 cells, 10 ≤ ** < 100, 100 ≤ ***. Monosynaptic input areas without receiving Oxt output in the SO-Oxt map were indicated with underlined fonts. All abbreviations for brain regions can be found in Table 2.
Figure 5. Oxt neuron input-output wiring diagram. Schematic summary of monosynaptic input and axonal output connectivity of Oxt neurons. Color of each ROI is related to nine functional circuits. ROI size is correlated with Oxt output degree as done in Figure 2. Areas providing the monosynaptic input are highlighted with asterisk (*). Number of * indicated input strength: * < 10 cells, 10 ≤ ** < 100, 100 ≤ ***. Monosynaptic input areas without receiving Oxt output in the SO-Oxt map were indicated with underlined fonts. All abbreviations for brain regions can be found in Table 2.CC BY · PubMed Central

Verification

Claims the paper makes

46 Own result · 31 Own interpretation · 23 Not checked yet · 7 Own method · 3 No basis given

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Show all 82 claims

  • It may state two separate claims as one. 21
  • Probably not a substantial claim. 12
28 of 28
  • The paper relies on this without support.

    A comprehensive input-output wiring diagram of Oxt neurons and their quantitative relationship with Oxtr expression is lacking, which limits understanding of circuit-specific Oxt functions.

    “However, the lack of comprehensive input-output wiring diagrams of Oxt neurons and their quantitative relationship with Oxt receptor (Oxtr) expression presents challenges to understanding circuit-specific Oxt functions.”
  • The paper relies on this without support.

    A quantitative and comprehensive wiring diagram of Oxt neurons in a standard 3D reference brain is still lacking.

    “Despite these prior studies, we still lack a quantitative and comprehensive wiring diagram of the Oxt neurons in a standard 3D reference brain.”
  • The paper relies on this without support.

    Limited neural circuit-based understanding of Oxt signaling hampers development of targeted therapeutic approaches aimed at altering specific Oxt functions without affecting other biological pathways.

    “However, our limited neural circuit based understanding of Oxt signaling in the brain hampers the development of targeted therapeutic approaches aimed at altering specific Oxt functions without affecting other biological pathways.”
  • The paper relies on this without support.

    The quantitative relationship between Oxt projection and Oxtr expression across the whole brain is currently lacking.

    “Although most Oxt projecting areas are known to contain Oxtr expression (Grinevich et al., 2016), the quantitative relationship between Oxt projection and Oxtr expression across the whole brain is currently lacking.”
  • The paper relies on this without support.

    Oxt neurons integrate external stimuli and internal state.

    “Since Oxt neurons are known to integrate external stimuli and internal state, we ask whether Oxt neurons in the PVH and the SO receive monosynaptic input from sensory and integrative information processing brain areas.”
5 of 5

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Metadata

Authors
Son, S., Manjila, S. B., Newmaster, K. T., Wu, Y.-T., Vanselow, D. J., Ciarletta, M., Anthony, T. E., Cheng, K. C., & Kim, Y.
Affiliations
  • Pennsylvania State University (US)
  • Harvard University (US)
Corresponding author
Kim, Yongsoo
Venue
The Journal of Neuroscience
Published
2022-05-23
Volume
42
Issue
25
Pages
5021-5033
ISSN
  • 0270-6474 (ISSN-L)
  • 1529-2401
OpenAlex
W4281401274
Cited by
125
References
62
Citations by year
2026: 29 · 2025: 32 · 2024: 34 · 2023: 17 · 2022: 12
FWCI
22.41
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • Journal of Neuroscience (publishedVersion, cc-by)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
Funders
  • University of Pennsylvania
  • Pennsylvania State University
  • National Institutes of Health (R24OD018559)
  • Penn State College of Medicine
  • National Institute of Mental Health (R01MH116176)
  • Eunice Kennedy Shriver National Institute of Child Health and Human Development (P50HD105351)
Topics
  • Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Neuroendocrine regulation and behavior
  • Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
  • Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuropeptides and Animal Physiology
Keywords
oxytocin neurons, oxytocin receptor, whole-brain connectivity, paraventricular hypothalamus, supraoptic nucleus, accessory olfactory bulb, monosynaptic input, brain circuits, sex differences, mice
MeSH terms
Animals, Brain, Female, Male, Neurons, Oxytocin, Signal Transduction, Receptors, Oxytocin, Mice

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