Cited by 281Neuroscience and Neuropharmacology ResearchNeural dynamics and brain functionVisual perception and processing mechanisms

Removal of Perineuronal Nets Unlocks Juvenile Plasticity Through Network Mechanisms of Decreased Inhibition and Increased Gamma Activity

Open access
Lensjø, Kristian Kinden, Lepperød, Mikkel Elle, Dick, Gunnar, Hafting, Torkel, Fyhn, Marianne·2017·The Journal of Neuroscience

Abstract

Perineuronal nets (PNNs) are extracellular matrix structures mainly enwrapping parvalbumin-expressing inhibitory neurons. The assembly of PNNs coincides with the end of the period of heightened visual cortex plasticity in juveniles, whereas removal of PNNs in adults reopens for plasticity. The mechanisms underlying this phenomenon remain elusive. We have used chronic electrophysiological recordings to investigate accompanying electrophysiological changes to activity-dependent plasticity and we report on novel mechanisms involved in both induced and critical period plasticity. By inducing activity-dependent plasticity in the visual cortex of adult rats while recording single unit and population activity, we demonstrate that PNN removal alters the balance between inhibitory and excitatory spiking activity directly. Without PNNs, inhibitory activity was reduced, whereas spiking variability was increased as predicted in a simulation with a Brunel neural network. Together with a shift in ocular dominance and large effects on unit activity during the first 48 h of monocular deprivation (MD), we show that PNN removal resets the neural network to an immature, juvenile state. Furthermore, in PNN-depleted adults as well as in juveniles, MD caused an immediate potentiation of gamma activity, suggesting a novel mechanism initiating activity-dependent plasticity and driving the rapid changes in unit activity. SIGNIFICANCE STATEMENT Emerging evidence suggests a role for perineuronal nets (PNNs) in learning and regulation of plasticity, but the underlying mechanisms remain unresolved. Here, we used chronic in vivo extracellular recordings to investigate how removal of PNNs opens for plasticity and how activity-dependent plasticity affects neural activity over time. PNN removal caused reduced inhibitory activity and reset the network to a juvenile state. Experimentally induced activity-dependent plasticity by monocular deprivation caused rapid changes in single unit activity and a remarkable potentiation of gamma oscillations. Our results demonstrate how PNNs may be involved directly in stabilizing the neural network. Moreover, the immediate potentiation of gamma activity after plasticity onset points to potential new mechanisms for the initiation of activity-dependent plasticity.

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Written from the paper’s full text.

TL;DR

Enzymatic removal of perineuronal nets in adult rat visual cortex reduces putative inhibitory spiking and increases spiking variability, shifting the network toward a juvenile-like state. During monocular deprivation, PNN-depleted adults and juveniles show immediate gamma potentiation and rapid ocular dominance plasticity.

Key findings

  • chABC treatment reduced mean spiking activity of putative inhibitory units (p = 0.0009; n = 20 control, n = 22 chABC) but not putative excitatory units (p = 0.054; n = 102 control, n = 83 chABC), and increased spiking variability for both putative inhibitory (p = 0.02) and putative excitatory units (p = 0.002).
  • PNN removal increased spontaneous LFP power in theta (7–10 Hz, p = 0.002) and low-gamma (30–40 Hz, p = 0.001) ranges, with no group differences during visually evoked activity.
  • After monocular deprivation in chABC-treated adults, contralateral units showed reduced activity at 12 h (p = 0.005), ipsilateral units were potentiated at 24 h (p = 0.03), and after 5 d ocular dominance shifted toward the open ipsilateral eye (control vs chABC MD p = 0.0002; MD control vs MD chABC p = 0.001; control vs control MD p = 0.8).
  • MD induced immediate gamma oscillations at ~40 and 55 Hz in chABC-treated adults but not controls (52–65 Hz: F = 8.69, p = 0.01; 35–48 Hz: F = 10.13, p = 0.01), and juvenile rats (P24–P26) showed similar gamma potentiation and spiking variability to chABC-treated adults (p = 0.68, chABC vs p25).

Methods

  • Chronic extracellular tetrode recordings from V1 of awake, freely moving adult male Long-Evans rats: 18 adults total (12 for electrophysiology, 6 for histology alone) plus 3 juveniles implanted at P22; chABC was injected into binocular V1, and recordings began 3–14 d after treatment.
  • Monocular deprivation was performed by eyelid suture, with unit and LFP recordings before and at 12, 24, and 48 h; ocular dominance index was assessed after 5 d under anesthesia.
  • Single units were classified as narrow-spiking/putative inhibitory or broad-spiking/putative excitatory; LFP analyses included brain-state classification, gamma-event detection, power spectral density, and time-frequency representations; a Brunel network model of 10,000 integrate-and-fire neurons was simulated in NEST.

Limitations

  • Stated: chABC is not selective to PNN components, though the authors cite link-protein knockout evidence that PNNs regulate plasticity; ODI recordings were performed under anesthesia, which can affect correlated activity and inhibitory/excitatory unit activity, so the authors cannot directly infer that awake MD unit changes correspond to anesthetized ODI recordings.
  • Stated: visual responsiveness was low overall, possibly due to unbiased sampling, freely moving rats varying their visual field, and the rat visual field being mostly above the head; gamma oscillations were sparse compared with head-fixed mouse recordings, and future work should use tasks where gamma is expected to play a role.
  • Stated and evident: juvenile circuitry may differ from resetting adult circuitry, requiring further work in genetically modified animals in which PNNs never form; the juvenile group was small (3 rats, 43 units), and some ODI groups were also small (e.g., MD control: 2 animals, 32 units).

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Registry

Crossref · 10.1523/jneurosci.2504-16.2016

Cites

15 of 15 references verified0 citation errors · 0 not checkable

Statistics

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Claims the paper makes

0 of 67 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    Putative inhibitory units from chABC-treated animals showed lower mean spiking activity compared with control animals.

    “the pIN units from the chABCtreated animals (4 rats, 22 units) showed a lower mean spiking activity compared with control animals (4 rats, 20 units; Fig. 2B, p ϭ 0.0009, Mann-Whitney U test)”
    Quote in the paperSubstantial claim
  • Findingown data

    Increased spiking variability was predicted from reducing inhibition in a Brunel neural network simulation.

    “Increased spiking variability was also predicted from reducing inhibition in a Brunel neural network simulation.”
    Quote in the paperNot a substantial claim
  • Findingnone given

    The distribution of excitatory and inhibitory units was unaffected by PNN degradation.

    “As the distribution of excitatory and inhibitory units was unaffected by PNN degradation, we investigated whether their activity was different.”
    Quote in the paperSubstantial claim
  • Findingown data

    chABC treatment eliminated almost all WFA signal within the first time point at 3 d after injection.

    “The chABC treatment eliminated almost all WFA signal within the first time point at 3 d after injection”
    Quote in the paperSubstantial claim
  • Findingown data

    Removal of PNNs is accompanied by increased spiking variability.

    “Here, we show for the first time that removal of PNNs causes reduced activity of putative inhibitory neurons (Fig. 2) during both spontaneous and visually evoked activity and across brain states (Fig. 3), accompanied by increased spiking variability.”
    • Also stated in: § Discussion · plain
      “Spiking variability, measured by the coefficient of variation, was higher for units from chABC-treated animals compared with controls.”
    Quote in the paperSubstantial claim
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  • Classified as probably not a substantial claim. 32
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    Findingown data

    After chABC treatment, WFA intensity gradually increased, reaching 30% after 14 d and almost 90% after 60 d.

    “a gradual increase in WFA intensity was observed, reaching 30% after 14 d and almost 90% after 60 d (Fig. 1D).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    Most PNNs in V1 overlap with PV-expressing neurons.

    “As described previously (Ha ¨rtig et al., 1992), most of the PNNs in V1 overlap with PV-expressing neurons (Fig. 1A).”
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    • cites Ha ¨rtig et al., 1992

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    Findingown data

    Approximately 20% of both control and chABC-treated populations were characterized as narrow-spiking putative inhibitory units.

    “Approximately 20% of both the control and chABC-treated populations were characterized as narrow-spiking, putative inhibitory (pIN) units (Fig. 2A, green), matching the distribution found in the neocortex in general (Markram et al., 2004).”
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    • cites Markram et al., 2004

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    Findingown data

    These high-frequency oscillations were abundant in all chABC-treated rats that underwent monocular deprivation, but disappeared gradually about 1 h after eye closure.

    “These high-frequency oscillations were abundant in all chABC-treated rats that underwent MD, but disappeared gradually ϳ1 h after the eye closure (52-65 Hz, repeatedmeasures ANOVA, F ϭ 8.69, p ϭ 0.01 and 35-48 Hz, F ϭ 10.13, p ϭ 0.01).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In chABC-treated animals, ipsilateral unit activity showed no change at 12 h after MD start, but showed a significant increase in activity after 24 h.

    “The ipsilateral unit activity showed no change at 12 h after MD start, but showed a significant increase in activity after 24 h (Fig. 6B, far right, p ϭ 0.03, Mann-Whitney U test).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Both groups of animals had sparse gamma oscillations compared with previous recordings from head-fixed mice.

    “We found that both groups of animals had sparse gamma oscillations compared with previous recordings from head-fixed mice (Niell and Stryker, 2010).”
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    • cites Niell and Stryker, 2010

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    Findingown data

    Without PNNs, spiking variability was increased.

    “whereas spiking variability was increased as predicted in a simulation with a Brunel neural network.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation

    The responsiveness to visual stimulation was low overall compared with previous findings in rodents.

    “Compared with previous findings in rodents, the responsiveness to visual stimulation was low overall (Girman et al., 1999;Niell andStryker, 2008, 2010).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Girman et al., 1999

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    • cites Niell andStryker, 2008

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    • cites Niell andStryker, 2010

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    Findingown data

    A pronounced and immediate increase in gamma activity was followed by changes in unit responses in the first 12-24 h.

    “A pronounced and immediate increase in gamma activity was followed by changes in unit responses in the first 12-24 h”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In control animals after monocular deprivation, there was a nonsignificant potentiation of activity after 12 h, which returned to baseline activity after 48 h.

    “In control animals after MD, there was a nonsignificant potentiation of activity after 12 h ( p ϭ 0.06), which went back to baseline activity after 48 h.”
    Quote in the paperNot a substantial claim
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    Findingown data

    The LFP effects were observed both in the ipsilateral and contralateral hemispheres to the closed eye, although they were strongest in the contralateral side.

    “The LFP effects were observed both in the ipsilateral and contralateral hemispheres to the closed eye, although they were strongest in the contralateral side.”
    Quote in the paperNot a substantial claim
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    Findingown data

    Time periods with gamma oscillations (gamma events) were not different in chABC-treated animals, neither events per unit time nor gamma event power.

    “Time periods with gamma oscillations (gamma events) were not different in chABC-treated animals, neither events per unit time nor gamma event power.”
    Quote in the paperNot a substantial claim
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    Findingown data

    Our data from chronically recorded single units are similar to previous work on CP aged animals looking at population activity alone, but the changes in activity occur earlier in our data.

    “Together, our data from chronically recorded single units are similar to previous work on CP aged animals looking at population activity alone, but the changes in activity occur earlier in our data (Frenkel and Bear, 2004;Gandhi et al., 2008; but see Kuhlman et al., 2013).”
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    • cites Frenkel and Bear, 2004

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    • cites Gandhi et al., 2008

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    • cites Kuhlman et al., 2013

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    Premisenone given

    The assembly of PNNs coincides with the end of the period of heightened visual cortex plasticity in juveniles.

    “The assembly of PNNs coincides with the end of the period of heightened visual cortex plasticity in juveniles”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The time window for heightened activity-dependent plasticity, or critical period, is limited and depends on maturation of inhibitory neurons after eye opening, in particular maturation of GABAergic fast-spiking parvalbumin-positive inhibitory neurons and their network integration.

    “The time window for heightened activity-dependent plasticity, or critical period (CP), is limited and depends on the maturation of inhibitory neurons after eye opening, in particular the maturation of the GABAergic fast-spiking parvalbumin (PVϩ) inhibitory neurons and their network integration (Fagiolini and Hensch, 2000;Fagiolini et al., 2004;Hensch, 2005;Southwell et al., 2010).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Fagiolini and Hensch, 2000

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    • cites Fagiolini et al., 2004

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    • cites Hensch, 2005

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    Interpretationown data

    PNN removal in adults resets the neuronal network to an immature, juvenile state with reduced inhibitory activity and high spiking variability similar to that of the critical period.

    “we show for the first time that PNN removal in adults resets the neuronal network to an immature state with reduced inhibitory activity and high spiking variability similar to that of the CP.”
    • Also stated in: § Abstract · plain
      “we show that PNN removal resets the neural network to an immature, juvenile state.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation

    Parvalbumin-positive inhibitory neuron maturation suppresses spontaneous activity of excitatory neurons, thereby promoting visually evoked activity after eye opening.

    “Recent work suggests that the PVϩ inhibitory neuron maturation suppresses spontaneous activity of excitatory neurons, thereby promoting visually evoked activity after eye opening (Toyoizumi et al., 2013).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Toyoizumi et al., 2013

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  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims. The quote only partly states this claim.

    Study design and conductreasoning

    Beyond 48 h after MD, it became difficult to confirm the identity of the neurons, so those data were excluded from analysis.

    “Beyond this point, it became difficult to confirm the identity of the neurons; these data were therefore excluded from analysis.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims. The quote only partly states this claim.

    Study design and conductown data

    Spike sorting separation quality was assessed using autocorrelation and cross-correlation, Mahalanobis distance, and visual inspection, and approximately 30% of recorded units were left out of the analysis.

    “Separation quality was assessed further using the Mahalanobis distance and by visual inspection.On this basis, ϳ30% of recorded units were left out of the analysis.”
    Quote in the paperNot a substantial claim
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    Study design and conductcitation

    Brain state was quantified based on the method used by Wang et al. (2013).

    “Brain state was quantified based on the method used by Wang et al. (2013).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Wang et al. (2013)

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    Study design and conductcitation

    Putative excitatory neurons were distinguished from putative inhibitory neurons based on characteristics of their mean waveform.

    “Putative excitatory neurons were distinguished from putative inhibitory neurons based on characteristics of their mean waveform, as recorded by the electrode in which the amplitude was largest (Bruno and Simons, 2002;Bartho ´et al., 2004;Niell and Stryker, 2008).”
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    • cites Bruno and Simons, 2002

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    • cites Bartho ´et al., 2004

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    • cites Niell and Stryker, 2008

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    Study design and conductnone given

    All data were tested for normality before analysis by Shapiro-Wilk test and statistical testing was performed accordingly.

    “All data were tested for normality before analysis (by Shapiro-Wilk test) and statistical testing was performed accordingly.”
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    Premisecitation

    The Brunel model has become established as a canonical model for the description of spontaneous cortical activity because it captures many essential features observed in experiments, such as asynchronous irregular spiking activity.

    “This model has become established as a canonical model for the description of spontaneous cortical activity because it captures many essential features observed in experiments; for example, asynchronous irregular spiking activity.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Brunel, 2000

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    Interpretationown data

    The LFP recordings were consistent with the single unit responses in that chABC treatment changed the baseline state of the neuronal network, but not the processing of visual stimuli.

    “Therefore, the LFP recordings were consistent with the single unit responses in that the chABC treatment changed the baseline state of the neuronal network, but not the processing of visual stimuli.”
    Quote in the paperSubstantial claim
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    Study design and conductown data

    Electrophysiological recordings were conducted in V1 as verified by postmortem histochemistry to confirm electrode position.

    “All electrophysiological recordings were conducted in the V1 as verified by postmortem histochemistry to confirm electrode position (Fig. 1B).”
    Quote in the paperSubstantial claim
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    Interpretationown data

    The state shift of the network toward a more irregular state is consistent with in vivo findings and supports that chABC treatment may cause a shift in the excitatory-inhibitory balance, correlating with changes in spiking variability and spiking activity.

    “This state shift of the network toward a more irregular state is consistent with our in vivo findings and supports that chABC treatment may cause a shift in the excitatory-inhibitory balance, correlating with changes in spiking variability and spiking activity.”
    Quote in the paperSubstantial claim
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    Study design and conductnone given

    All experimentation was approved by the Norwegian Animal Research Committee before initiation.

    “All experimentation was approved by the Norwegian Animal Research Committee before initiation.”
    Quote in the paperNot a substantial claim
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    Study design and conductcitation

    Gamma events were detected using the method described in Colgin et al. (2009).

    “Gamma events were detected using the method described in Colgin et al. (2009).”
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    • cites Colgin et al. (2009)

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    Interpretationcitation

    The ocular dominance index findings are consistent with previous work.

    “These findings are consistent with previous work (Pizzorusso et al., 2002).”
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    • cites Pizzorusso et al., 2002

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    Premisecitation

    High-frequency gamma oscillations (30-80 Hz) are likely due to highly synchronized activity in parvalbumin-positive cells.

    “The high-frequent gamma oscillations (30 -80 Hz) are likely due to highly synchronized activity in the PVϩ cells (Cardin et al., 2009)”
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    • cites Cardin et al., 2009

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    Interpretationreasoning

    PNNs may stabilize the network and limit plasticity.

    “Adjusting inhibitory synaptic efficacy alone was sufficient to cause increased spiking variability (Fig. 5), supporting the hypothesis that the level of inhibition is indicative of network maturation state and that the PNNs may stabilize the network and limit plasticity.”
    Quote in the paperSubstantial claim
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    Premisecitation

    Oscillations in the gamma-frequency range result from synchronized activity of PV+ neurons.

    “Oscillations in the gamma-frequency range result from synchronized activity of PVϩ neurons (Cardin et al., 2009).”
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    • cites Cardin et al., 2009

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    Premisecitation

    Gamma oscillations have been correlated with sensory stimulation in anesthetized animals, locomotion, attention, and memory load.

    “Gamma oscillations have been correlated with sensory stimulation in anesthetized animals, locomotion, attention, and memory load (Niell andStryker, 2008, 2010;Igarashi et al., 2014;Pritchett et al., 2015).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Niell and Stryker, 2008, 2010

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    • cites Igarashi et al., 2014

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    • cites Pritchett et al., 2015

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

    Premisecitation

    Anesthesia is known to affect correlated activity and the activity of both inhibitory and excitatory units.

    “Anesthesia is known to affect correlated activity and the activity of both inhibitory and excitatory units (Vizuete et al., 2012;Goltstein et al., 2015).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Vizuete et al., 2012

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    • cites Goltstein et al., 2015

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    Interpretationown data

    Removal of PNNs leads to reduced inhibitory activity, with only minor effects on basic information processing by the network.

    “Our data suggest that removal of PNNs leads to reduced inhibitory activity, with only minor effects on basic information processing by the network.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Evidence to support the facilitation of PV+ neuron activity by PNNs has largely been absent.
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    Interpretationcitation

    Reduced inhibitory activity after PNN removal may be of relevance for several neurological diseases in which dysfunction of inhibitory PV+ neurons have been implicated, most notably schizophrenia.

    “Furthermore, reduced inhibitory activity after PNN removal may be of relevance for several neurological diseases in which dysfunction of inhibitory PVϩ neurons have been implicated, most notably schizophrenia (Lewis et al., 2012).”
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    • cites Lewis et al., 2012

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    Study design and conductreasoning

    We cannot infer directly that the changes in unit activity observed during monocular deprivation in awake recordings correspond directly to recordings performed under anesthesia after monocular deprivation.

    “We cannot infer directly that the changes in unit activity observed during MD in awake recordings correspond directly to recordings performed under anesthesia after MD.”
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    Interpretationcitation

    Stronger gamma oscillations may be expected if the animal is alert, such as during an associative learning task.

    “Stronger gamma oscillations may be expected if the animal is alert, such as during an associative learning task (Igarashi et al., 2014).”
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    • cites Igarashi et al., 2014

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    Premisecitation

    Postmortem studies of schizophrenia patients indicate that PNNs are depleted.

    “Interestingly, postmortem studies of schizophrenia patients indicate that PNNs are depleted (Berretta, 2012;Pantazopoulos et al., 2015).”
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    • cites Berretta, 2012

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    • cites Pantazopoulos et al., 2015

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    Premisecitation

    Visual responses of neurons in visual cortex in awake and freely moving rodents have rarely been examined.

    “To date, visual responses of neurons in visual cortex in awake and freely moving rodents have rarely been examined (Ji and Wilson, 2007;Toyoizumi et al., 2013;Haggerty and Ji, 2015).”
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    • cites Ji and Wilson, 2007

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    • cites Toyoizumi et al., 2013

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    • cites Haggerty and Ji, 2015

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    Premisecitation

    The effect of anesthesia on spiking activity is stronger during spontaneous activity compared with stimulus-evoked firing, for which behavioral state has a stronger impact.

    “However, the effect of anesthesia on spiking activity is stronger during spontaneous activity compared with stimulus-evoked firing, for which behavioral state has a stronger impact (Niell and Stryker, 2010).”
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    • cites Niell and Stryker, 2010

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    Interpretationcitation

    The difference in gamma oscillations could be due to differences in the experimental setup or differences between species.

    “The difference could be due to differences in the experimental setup or differences between species (Buzsa ´ki et al., 2003;Niell and Stryker, 2010).”
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    • cites Buzsáki et al., 2003

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    • cites Niell and Stryker, 2010

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    Premisecitation

    The high activity of mature PV+ neurons may be facilitated by PNNs by providing a favorable extracellular environment, protection against oxidative stress after high metabolic demands, and capture of Otx2.

    “The high activity of mature PVϩ neurons may be facilitated by the PNNs by providing a favorable extracellular environment (Bru ¨ckner et al., 1993;Ha ¨rtig et al., 1999;Morawski et al., 2015), protection against oxidative stress after the high metabolic demands (Cabungcal et al., 2013), and capture of Otx2 (Beurdeley et al., 2012).”
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    • cites Brückner et al., 1993

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    • cites Härtig et al., 1999

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    • cites Morawski et al., 2015

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    Interpretationown data

    Compared with in vivo data from adult rats and in silico data from the Brunel model, this points to similar network states between CP aged animals and the chABC-treated group, in which reduced inhibitory activity may cause increased spiking variability.

    “Compared with our in vivo data from adult rats and the in silico data from the Brunel model (Fig. 5), this points to similar network states between the CP aged animals and the chABC-treated group, in which reduced inhibitory activity may cause increased spiking variability.”
    Quote in the paperSubstantial claim
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    Interpretationcitation

    A similar trend was observed in juvenile rats, in which inhibition is lower than in adults, suggesting a common feature of an immature network state.

    “A similar trend was observed in juvenile rats, in which inhibition is lower than in adults, suggesting a common feature of an immature network state (Hensch et al., 1998).”
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    • cites Hensch et al., 1998

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    Premisecitation

    This is one of very few investigations to monitor the activity of the same units in the binocular region of V1 during ocular dominance plasticity.

    “This is one of very few investigations to monitor the activity of the same units in the binocular region of V1 during OD plasticity (Mioche and Singer, 1989;Rose et al., 2016).”
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    • cites Mioche and Singer, 1989

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    • cites Rose et al., 2016

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    • Rests on an assumption: The most prominent plasticity changes during ocular dominance plasticity occur in the binocular part of V1.
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    Interpretationown data

    A similar effect was seen with monocular deprivation in CP aged animals, suggesting that this may be a common feature of circuits of high plasticity when load is placed on the network, such as during the initial phase of sensory deprivation.

    “A similar effect was seen with MD in CP aged animals (Fig. 8), suggesting that this may be a common feature of circuits of high plasticity when load is placed on the network, such as during the initial phase of sensory deprivation.”
    Quote in the paperSubstantial claim
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    Interpretationnone given

    The neuronal circuitry of the juvenile brain is likely different from resetting the circuitry of adult brain, likely also affecting the mechanisms of ocular dominance plasticity.

    “However, the neuronal circuitry of the juvenile brain is likely different from resetting the circuitry of adult brain, likely also affecting the mechanisms of OD plasticity.”
    Quote in the paperNot a substantial claim
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    Study design and conductnone given

    The use of chronically implanted tetrodes enabled recordings in awake rats without movement restraint and monitoring the activity of the very same neurons across several sessions.

    “The use of chronically implanted tetrodes enabled recordings in awake rats without movement restraint and monitoring the activity of the very same neurons across several sessions, bringing novel insight into the mechanisms of OD plasticity.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given

    The small peak at 50 Hz reflects local line noise and is not biological activity, and was filtered out for power analysis.

    “The small peak at 50 Hz reflects local line noise and is not biological activity (filtered out for power analysis).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation

    The underlying mechanisms and time course of events of ocular dominance plasticity remain unresolved.

    “Although OD plasticity has been the canonical model to study activity-dependent plasticity for decades, the underlying mechanisms and time course of events remain unresolved (Kuhlman et al., 2013;Cooke and Bear, 2014).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Kuhlman et al., 2013

      Not checked in the free run.

    • cites Cooke and Bear, 2014

      Not checked in the free run.

51 of 51
  • The paper relies on this without support.

    The mechanisms by which PNN removal allows increased plasticity remain elusive.

    “The mechanisms underlying this phenomenon remain elusive.”
    “Nevertheless, how the removal of PNNs allows for increased plasticity remains elusive.”
  • The paper relies on this without support.

    Evidence to support the facilitation of PV+ neuron activity by PNNs has largely been absent.

    “However, evidence to support this facilitation has largely been absent.”
  • The paper relies on this without support.

    The most prominent plasticity changes during ocular dominance plasticity occur in the binocular part of V1.

    “Whereas Hengen et al. (2013) conducted a similar experiment, they recorded from the monocular part of V1 and the most prominent plasticity changes during OD plasticity occur in the binocular part.”
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?

  • Digestion of CSPGs in the primary visual cortex in rats or deletion of aggrecan in mice decreases inhibitory activity, causing the network to revert to an immature juvenile state and an increased level of activity-dependent plasticity.

    “In line with this, digestion of CSPGs in the primary visual cortex in rats or deletion of aggrecan in mice decreases inhibitory activity, causing the network to revert to an immature juvenile state and an increased level of activity-dependent plasticity [47, 69].”

    From The extracellular matrix and perineuronal nets in memory (2022) · cites this paper as [47]

    The Results and Discussion (page numbers unavailable) report that chondroitinase treatment in rat primary visual cortex reduced inhibitory activity and restored juvenile-like ocular-dominance plasticity. The paper does not report aggrecan deletion in mice, so it supports the rat portion of the sentence but not the mouse portion. (LLM, conf=0.86)

    Experimental — accuracy not yet measured
  • In the entorhinal cortex, ChABC reduces inhibitory inputs.

    “while in the entorhinal cortex, ChABC reduces inhibitory inputs”

    From The extracellular matrix and perineuronal nets in memory (2022) · cites this paper as [47]

    The Results report lower firing activity in putative inhibitory neurons after chABC treatment, but all electrophysiological recordings were in primary visual cortex (V1), not the entorhinal cortex. The paper measures inhibitory-neuron activity rather than directly measuring inhibitory inputs (Results; page unavailable). (LLM, conf=0.88)

    Experimental — accuracy not yet measured
  • In V1 visual cortex, ChABC decreases both excitatory and inhibitory inputs to PV interneurons.

    “and in V1 visual cortex, ChABC decreases both excitatory and inhibitory inputs to PV interneurons [46, 47].”

    From The extracellular matrix and perineuronal nets in memory (2022) · cites this paper as [47]

    The Results (page unavailable) report that chABC lowered the firing activity of putative inhibitory neurons in V1, while putative excitatory neuron activity was unaffected. Firing activity does not establish whether excitatory or inhibitory synaptic inputs to PV interneurons decreased. Searches for those inputs and synaptic currents found no passage addressing the claim. (LLM, conf=0.75)

    Experimental — accuracy not yet measured
  • chABC-mediated removal of chondroitin sulfate side chains from PNNs reduced spiking of PV cells in adult rats and increased spiking variability.

    “While this mechanism has not been confirmed, chABC-mediated removal of chondroitin sulfate side chains from PNNs reduced spiking of PV cells in adult rats (Balmer, 2016; Lensjø et al., 2017) and increased spiking variability (Lensjø et al., 2017).”
  • As PNNs regulate PV cell activity and protect PV cells from oxidative stress, PNNs can be potentially targeted to control seizures.

    “As PNNs regulate PV cell activity (Balmer, 2016; Lensjø et al., 2017) and protect PV cells from oxidative stress (Cabungcal et al., 2013), PNNs can be potentially targeted to control seizures.”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • chABC inhibitory-unit percentage does not match its count

    Minor

    Twenty-two of 105 units is 20.95%, which rounds to 21%, not the reported 22%.

    Reported 22 · recomputed 20.952381

  • Two incompatible spike-waveform sampling specifications

    Minor

    The electrophysiology methods give both 48 kHz with 50 samples per waveform and 32 kHz for 1 ms for stored spike waveforms. Those specifications cannot both describe the same waveform acquisition.

  • Control inhibitory-unit percentage does not match its count

    Minor

    Twenty of 122 units is 16.39%, which rounds to 16%, not the reported 17%.

    Reported 17 · recomputed 16.393443

  • Control-animal count differs for the same 122-unit group

    Minor

    The methods say the 122 control units came from three animals, but the results describe the control group as four rats. The reported 20 inhibitory and 102 excitatory control units sum to those same 122 units.

  • Brain-state analysis uses different upper frequency limits

    Minor

    The methods define the high-frequency band used for brain-state classification as 30-70 Hz, while the Figure 3 legend defines it as 30-80 Hz.

5 of 5

Cites

Flagged first, then by citations

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Cited by

Sorted by citations

Authors
Lensjø, K. K., Lepperød, M. E., Dick, G., Hafting, T., & Fyhn, M.
Affiliations
University of Oslo (NO)
Venue
The Journal of Neuroscience
Published
2016-12-30
Volume
37
Issue
5
Pages
1269-1283
ISSN
  • 0270-6474 (ISSN-L)
  • 1529-2401
OpenAlex
W2565754955
Cited by
281
References
15
Citations by year
2026: 21 · 2025: 40 · 2024: 34 · 2023: 27 · 2022: 29 · 2021: 35 · 2020: 33 · 2019: 27 · 2018: 21 · 2017: 14
FWCI
11.59
Type
journal article
Language
en
Open access
Locations
  • Journal of Neuroscience (publishedVersion, cc-by-nc-sa)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • Universitetet i Oslo
  • Norges Forskningsråd
Topics
  • Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Neuroscience and Neuropharmacology Research
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural dynamics and brain function
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
Keywords
perineuronal nets, visual cortex plasticity, critical period, activity-dependent plasticity, monocular deprivation, ocular dominance, gamma oscillations, inhibitory interneurons, parvalbumin, extracellular matrix, neural network dynamics, single-unit activity
MeSH terms
Aging, Animals, Electrodes, Implanted, Electroencephalography, Extracellular Matrix, Male, Nerve Net, Neuronal Plasticity, Photic Stimulation, Synapses, Visual Cortex, Vision, Monocular, Rats, Long-Evans, Rats, Electrophysiological Phenomena, Gamma Rhythm

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 by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.

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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