Dynamics of social representation in the mouse prefrontal cortex — TEI-tagged view

Levy, Tamir, Kaufman, Parabucki, Weissbrod, Schneidman, Yizhar · 2019 · neuroscience · doi:10.1038/s41593-019-0531-z · full text at the source · TEI xml · tagged edition · index · concepts · authors
Where this record's text came from. faceted 2026-08 by reading the locally held text (pdftext); every evidence string verified as an exact substring of that text before merging. limitations is empty on purpose: this is the bioRxiv preprint version and it contains no limitations statement about its own study — the only self-restricting sentences are data exclusions in Methods (one mouse dropped for too few simultaneous units, one for a video file fault), which are procedural, not stated limits. Claim type 'existence' rather than 'mechanism': the headline demonstration is that a social/nonsocial category code exists in mPFC; the noise-to-deficit link is presented as a correlation ('correlated strongly'), not a demonstrated cause. faceted 2026-08 by reading the locally held text (pdftext); every evidence string verified as an exact s 2026-08-14 schema-0.3 pass: every quote verified as an exact substring of the staged text and anchored at merge time; concept terms verified present; every edge endpoint an existing node.
Other fields define these differently the same word, defined another way in another discipline
principal component analysis 5 fields · cross-validation 3 fields
Tags on this paper every tag the record carries, whether or not the words occur in the text below — a number is how many papers in the corpus carry that tag; a tag with no number is unique to this paper
social distinction index nonsocial odors odor-evoked response magnitude separation2 baseline noise levels electrophysiology110

Our tag layer for this paper

Cross-disciplinary analysis
content-tags & facets: phenomenon · claim-type · cross-domain-transfer · mechanism · claim-relation · replication-status · limitation — grounded in the full text
phenomenonsocial representation in medial prefrontal cortex— “We studied the representation of social information in the medial prefrontal cortex (mPFC) of freely-behaving mice.”
claim-typeexistence— “Here, we show that neurons in the medial PFC (mPFC) of freely behaving mice preferentially respond to socially-relevant sensory cues.”
method — evidence— “We recorded stimulus-evoked responses of mPFC units (n = 194; 6 mice) and found that 44% responded to at least one stimulus, typically by increasing their firing rates (Fig. 2a and Supplementary Fig. 2a-c).”
mechanismElevated baseline cortical noise degrades the mPFC's ability to form category-specific social representations and to drive the synaptic plasticity that refines them— “The strong negative correlation we observe between baseline noise and social category representations suggests that noise plays an important role in the failure of mPFC activity in Cntnap2-/- mice to appropriately represent social stimuli and drive synaptic plasticity processes.”mechanisms[0]
mechanismLoss of CNTNAP2 impairs targeting of AMPA and NMDA receptors to post-synaptic membranes, removing the plasticity that would otherwise refine odour-category representations with experience— “The loss of experience-based refinement of odor category representation in Cntnap2-/- mice might be linked with the role of CNTNAP2 protein in targeting AMPA and NMDA receptors to post-synaptic membranes78,79.”mechanisms[1]
extends prior work on experience-dependent divergence of conspecific sex representations in hypothalamus and medial amygdala— “These findings expand upon recent work describing experience-dependent divergence of conspecific sex representations in the hypothalamus76 and medial amygdala77.”claim_relations[0]
builds-on Lazaro et al., "Reduced prefrontal synaptic connectivity and disturbed oscillatory population dynamics in the CNTNAP2 model of autism" (bioRxiv 2018)— “Furthermore, recent work by Lazaro et al. (“Reduced prefrontal synaptic connectivity and disturbed oscillatory population dynamics in the CNTNAP2 model of autism”, bioRxiv 2018) demonstrates reduced dendritic spine and synapse densities in the mPFC of Cntnap2-/- mice, providing a potential mechanism for the functional impairments we…claim_relations[1]
sensea social stimulus, here - AN ODOUR FROM A CONSPECIFIC: the tuning measure is odor-evoked response magnitude, higher for male and female cues than for all nonsocial odors regardless of odor identity, so every 'social' difference reported is a difference between two sets of smells— “The average unit tuning, calculated as the normalized odor-evoked response magnitude in all units that showed stimulus-associated responses, was higher for both male and female cues than for all nonsocial odors, regardless of odor identity”senses[0]
sensethe social distinction index - A LOG RATIO OF POPULATION DISTANCES: introduced to quantify the separation between social and nonsocial representations per mouse, so a phrase that reads as a faculty names a ratio between distances among activity patterns - and the paper prints the formula beside the name— “To quantify the separation between representation of social (S) and nonsocial (NS) stimuli for each mouse, we calculated a social distinction index”senses[1]
sensethe behavioural evidence - ONE DIFFERENCE OUT OF THREE MEASURES: orientation probability was higher for social cues while response latency and locomotion increase did not significantly differ, so the animals' overt behaviour separates the categories on one axis and not on two— “The probability of odor-directed orientation responses was higher during delivery of social cues (Fig. 1c). However, the response latency (Fig. 1d) and the stimulus-evoked increase in locomotion (Fig. 1e) did not significantly differ between social and nonsocial stimuli”senses[2]
controlbaseline firing rate and locomotion as explanations for the elevated noise — held — rules out the reading that the knockouts' higher baseline noise is a rate or movement artefact— “Multiple regression analysis revealed that the elevated baseline noise levels in Cntnap2-/- mice could not be linearly predicted by either elevated baseline unit firing rates, nor by behavioral locomotion levels”controls[0]
edgeseparation —operationalised-as→ social distinction index— “To quantify the separation between representation of social (S) and nonsocial (NS) stimuli for each mouse, we calculated a social distinction index”concept_edges[0]
outcome (stated by the tagger, no quotation)control — heldcontrols[0]
for which uselimitation — any claim that this mPFC activity encodes social information: the tuning measure is the normalised odor-evoked response magnitude, and it was higher for male and female cues than for all nonsocial odors— “The average unit tuning, calculated as the normalized odor-evoked response magnitude in all units that showed stimulus-associated responses, was higher for both male and female cues than for all nonsocial odors, regardless of odor identity”limitations[0]
for which uselimitation — any behavioural evidence that the mice treated social cues differently: orientation probability was higher for social cues, while response latency and the stimulus-evoked increase in locomotion did not significantly differ— “The probability of odor-directed orientation responses was higher during delivery of social cues (Fig. 1c). However, the response latency (Fig. 1d) and the stimulus-evoked increase in locomotion (Fig. 1e) did not significantly differ between social and nonsocial stimuli”limitations[1]
for which uselimitation — any social distinction index quoted from this work: it was calculated to quantify the separation between the representations of social and nonsocial stimuli for each mouse— “To quantify the separation between representation of social (S) and nonsocial (NS) stimuli for each mouse, we calculated a social distinction index”limitations[2]
replicationuntested
limitationThe social/nonsocial distinction is a distinction between two sets of odours.— “The average unit tuning, calculated as the normalized odor-evoked response magnitude in all units that showed stimulus-associated responses, was higher for both male and female cues than for all nonsocial odors, regardless of odor identity”limitations[0]
limitationTwo of the three behavioural measures did not differ between social and nonsocial stimuli.— “The probability of odor-directed orientation responses was higher during delivery of social cues (Fig. 1c). However, the response latency (Fig. 1d) and the stimulus-evoked increase in locomotion (Fig. 1e) did not significantly differ between social and nonsocial stimuli”limitations[1]
limitationThe paper's central quantity is a log ratio of distances between activity patterns.— “To quantify the separation between representation of social (S) and nonsocial (NS) stimuli for each mouse, we calculated a social distinction index”limitations[2]
Content tags
content-observations: finding · quantity · variable · definition · key-term — grounded in the full text
findingIn the mouse medial prefrontal cortex, nearly a quarter of recorded units were selective for social odours, twice as many as were selective for nonsocial odours or showed mixed responses.— “Almost a quarter of recorded units displayed selectivity to social signals - twice the number of units with nonsocial odor selectivity or mixed social/nonsocial responses (Fig. 2c left and Supplementary Fig. 2c-e).”content_tags.findings[0]
findingThe mPFC population code is organised by social versus nonsocial category rather than by odour identity or valence: responses to the two social cues were more similar to each other than to any nonsocial odour.— “The block-diagonal structure of the dissimilarity matrix reflects a category-based organization of the population codebook in the mPFC: encoding distributions of the social cues were significantly more similar to each other than to any of the nonsocial odors, regardless of odor identity or valence (Fig. 3d).”content_tags.findings[1]
findingAverage unit tuning was stronger for both male and female social cues than for any of the three nonsocial odours, independent of odour identity.— “The average unit tuning, calculated as the normalized odor-evoked response magnitude in all units that showed stimulus-associated responses, was higher for both male and female cues than for all nonsocial odors, regardless of odor identity (Fig. 2e).”content_tags.findings[2]
findingIn wild-type mice the social distinction index rose significantly from the first to the second recording day, showing experience-dependent refinement of the social representation.— “The SDI values consistently and significantly increased between the first and second recording days for all wt mice.”content_tags.findings[3]
findingCntnap2 knockout mice showed no experience-dependent change: their social distinction index was unchanged between the two recording sessions.— “In contrast, no consistent change occurred in the Cntnap2-/- group, and mean SDI values in these mice remained unchanged between sessions (Fig. 4e).”content_tags.findings[4]
findingThe autism-model deficit is specific to categorisation rather than to stimulus encoding: single-odour decoding was equally accurate in both genotypes, but social/nonsocial category decoding was significantly worse in Cntnap2 knockouts.— “Remarkably, decoding performance for individual odors was similar in wt and Cntnap2-/- mice, whereas performance for odor category (S or NS) was significantly inferior in Cntnap2-/- mice (Fig. 5d).”content_tags.findings[5]
findingBaseline (ongoing) population activity was noisier in Cntnap2 knockout mice than in wild-type littermates, with the two genotypes almost completely non-overlapping on this measure.— “We found that this measure of noise was significantly higher in Cntnap2-/- mice compared to their wt littermates (Fig. 6b-c; note that with the exception of one mouse, the noise measure of the two genotypes were completely non-overlapping).”content_tags.findings[6]
findingMean baseline firing rates of mPFC units were higher in Cntnap2 knockout mice than in wild-type littermates.— “Consistently, we found that the mean baseline firing rates of mPFC units recorded in Cntnap2-/- mice were significantly higher than those recorded in their wt littermates (Fig. 6a).”content_tags.findings[7]
findingAcross both genotypes, the level of baseline neuronal noise was strongly negatively correlated with the social distinction index.— “Remarkably, we found that across genotypes, baseline neuronal noise showed a strong negative correlation with SDI values (Fig. 6d).”content_tags.findings[8]
findingBaseline cortical noise predicted how much a mouse's social representation refined with experience: higher noise went with a smaller day-to-day gain in the social distinction index.content_tags.findings[9]
findingThe neural preference for social cues was not explained by behaviour: latency to orient and stimulus-evoked locomotion did not differ between social and nonsocial odours.content_tags.findings[10]
quantityn = 194 — number of mPFC single units recorded in the first cohort of six micecontent_tags.quantities[0]
quantity44% — proportion of recorded mPFC units that responded to at least one odour stimulus
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content_tags.quantities[1]
quantity51% — proportion of responsive units that responded to only one specific stimulus
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quantityfrom 44% on day 1 to 58% on day 2 — rise in the share of non-responsive units in Cntnap2 knockout mice across the two sessions
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content_tags.quantities[3]
quantity269 / 237 — total units recorded in Cntnap2 knockout mice versus wild-type littermates across both days
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content_tags.quantities[4]
quantity75% — variance in population activity captured by the first two principal components in the example projection
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content_tags.quantities[5]
quantitysocial = 98.33 ± 1.05, nonsocial = 87.22 ± 3.03, clean air = 65 ± 7.63 — mean probability of an odour-evoked orientation response by stimulus class
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content_tags.quantities[6]
quantityt(103) = 3.285, P < 0.01 — test of the higher evoked response magnitude to social versus nonsocial stimuli
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content_tags.quantities[7]
variableevoked firing rate (dependent)
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content_tags.variables[3]
variablecortical noise level (dependent)
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content_tags.variables[4]
variablelocomotion level (covariate)
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definitionsocial distinction index
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content_tags.definitions[0]
definitionJensen-Shannon divergence
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definitioncortical noise
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definitionunit tuning
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Concepts
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conceptsocial distinction index
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concepts[0]
conceptnonsocial odors
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concepts[1]
conceptodor-evoked response magnitude
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concepts[2]
conceptseparation
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concepts[3]
conceptbaseline noise levels
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concepts[4]
Statistics — cross-field join keys
field-invariant statistical terms, used in their statistical sense (gated on a number / symbol / test). A p-value or a standard deviation means the SAME thing in physics, biology, psychology and sociology — so these are the strongest cross-field join keys. Grounded verbatim.
Friedman test
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Wilcoxon signed-rank test as written: post hoc Wilcoxon signed-ranked test
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ANOVA F as written: Two-way repeated measures (RM) ANOVA
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content_tags.statistics[2]
t-test t as written: Student’s t-test
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content_tags.statistics[3]
chi-squared χ2 as written: χ2
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content_tags.statistics[4]
standardized residuals as written: Standardized residual analysis
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z-score Z as written: Response Z-score
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content_tags.statistics[6]
Bonferroni correction as written: Bonferroni correction for post hoc comparisons
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content_tags.statistics[7]
Levene's test
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principal component analysis PCA as written: Principal Component Analysis (PCA)
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cross-validation as written: cross-validation values
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multiple regression as written: Multiple regression analysis
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maximum likelihood classification as written: maximum likelihood classifiers
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standard error of the mean SEM as written: mean ± SEM
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content_tags.statistics[13]

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