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Research ArticleNew Research, Integrative Systems

Sensory Coding and Sensitivity to Local Estrogens Shift during Critical Period Milestones in the Auditory Cortex of Male Songbirds

Daniel M. Vahaba, Matheus Macedo-Lima and Luke Remage-Healey
eNeuro 30 November 2017, 4 (6) ENEURO.0317-17.2017; https://doi.org/10.1523/ENEURO.0317-17.2017
Daniel M. Vahaba
1Neuroscience and Behavior Graduate Program
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Matheus Macedo-Lima
1Neuroscience and Behavior Graduate Program
4CAPES Foundation, Ministry of Education of Brazil, 70040-020, Brazil DF
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Luke Remage-Healey
1Neuroscience and Behavior Graduate Program
2Center for Neuroendocrine Studies, University of Massachusetts, Amherst, MA 01003
3Department of Psychological & Brain Sciences, University of Massachusetts, Amherst, MA 01003
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  • Figure 1.
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    Figure 1.

    Critical period timeline, avian auditory circuit, and experimental paradigm. A, The critical period for song learning unfolds across a 3 month timespan. Whereas some songbird species begin song learning and recognition at embryonic stages of development (Colombelli-Négrel et al., 2012), zebra finch sensory learning begins at 25 dph (Clayton, 2013). Autogenous song production can occur as early as 35 dph (typically closer to 40 dph; personal observation), and initially overlaps with the sensory learning phase, until 65 dph when sensorimotor-only learning continues as birds begin to refine their developing subsong until eventual song crystallization (∼100 dph). Timeline adapted after Clayton (2013). B, Schematic of the avian ascending auditory neural circuit. After sounds are first processed in upstream peripheral and brainstem auditory regions, communication is encoded within the midbrain nucleus MLd (dorsal part of the lateral mesencephalic nucleus), which sends projections to the thalamic nucleus ovoidalis (Ov). Ov sends projections primarily to Field L, comparable to mammalian primary auditory cortex, as well as to NCM (Vates et al., 1996). Secondary auditory cortex regions NCM (caudomedial nidopallium) and CMM (caudomedial mesopallium) are reciprocally connected and receive afferent projections from Field L. C, Experimental setup and paradigm. Top: In vivo microdialysis and extracellular electrophysiology schematic. A microdialysis cannula was first descended into NCM (∼1.10 mm ventral; light gray circular region). Afterward, a carbon-fiber electrode was placed within the proximate region of perfusate diffusion. Bottom: Experimental timeline. aCSF, artificial cerebrospinal fluid; E2, 17β-estradiol.

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    Figure 2.

    Multiunit shifts in NCM auditory responsiveness across development. A, Representative multiunit recordings from a 25-, 47-, and 95-dph subject (right, left, and left hemisphere, respectively). Top: Representative response to a single presentation of conspecific song (CON2) from a multiunit recording during Trial 1 (aCSF). Middle: Raster plot and corresponding peristimulus time histogram (6-s duration) across all CON2 presentations during Trial 1 (aCSF). Bottom: CON2 sonogram. B, 25–34 dph subjects have higher normalized auditory response than both 40–64 and 65–95 dph birds. Dotted-line in B is average CON z-score from adult male NCM recordings from a separate study (graphed for visual comparison; n = 4 birds [195–360 dph; average age = 267.7 dph]). C, D, Based on z-score results, we analyzed birds based on critical period phase (sensory [25–34 dph] vs. sensorimotor [40–95 dph]) and found that sensory-aged birds’ NCM have lower spontaneous firing rates (C) and elevated stimulus-evoked firing rates (D) compared with sensorimotor-aged subjects. ***p < 0.001 (z-score: 25–34 dph vs. 40–64 dph, and 25–34 dph vs. 65–95 dph; spontaneous and stimulus-evoked firing: sensory-aged versus sensorimotor-aged). MUA, multiunit activity; CON2, conspecific song 2.

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    Figure 3.

    Single-unit auditory response and encoding in NCM is elevated during sensory phase. A, Representative single neurons. Left: Two sorted single units distinctly clustered in principal components space; Middle: 100 sequential iterations from two separate single neurons overlaying their respective wave form template. Right: Interstimulus interval plots for top single unit. Each bin = 1 ms. Units derived from Trial 1 (aCSF) recording from a sensory-aged subject (30 dph; left NCM). B, Raster plot and peristimulus time histogram from representative single units from a sensory-aged and sensorimotor-aged bird (33 [right NCM] and 71 [left NCM] dph). C, D, Spontaneous firing rates are lower in sensory-aged subjects irrespective of hemisphere; however, there are no age-dependent differences in single-unit stimulus-evoked firing rates (D). E, F, Across hemispheres, single-unit auditory z-scores (E) and classification accuracy (F) are significantly higher in sensory-aged birds. Dotted-line in F is chance-level prediction for classifier (1 in 6 chance for accurately classifying a given stimulus = 16.67%). ***p < 0.001; **p < 0.01 (sensory-aged vs. sensorimotor-aged).

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    Figure 4.

    Estradiol (E2) dampens auditory responsiveness in NCM. A–D, Relative to aCSF (Trial 1), E2 treatment decreased z-scores (A), classification accuracy (B), and spontaneous (C) and stimulus-evoked (D) firing rates in the NCM of sensory-aged subjects. Hemisphere-specific averages are depicted for visual comparison and consistency, but there was no trial × hemisphere effect. Averaged measurements across hemispheres are depicted in the last set of columns (Both); **p < 0.01 (effect of trial; Trial 1 vs. Trial 2). Dotted-line in B is chance-level prediction for classifier (1 in 6 chance for accurately classifying a given stimulus = 16.67%). Inset in A, average z-score across trials in aCSF rundown experiment (p = 0.07; Trial 1 vs. Trial 2; n = 5 sensory-aged birds; 6 single units).

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    Figure 5.

    The effects of estradiol (E2) on auditory responsiveness in the NCM of sensorimotor-aged birds are lateralized. A, B, Depending on hemisphere, E2 treatment either increases (right NCM) or decreases (left NCM) auditory z-scores relative to aCSF (Trial 1) in sensorimotor subjects. However, classification accuracy remains unaffected (B). C, D, Similar to z-scores, both spontaneous (C) and stimulus-evoked (D) firing rates decrease or increase in response to E2 depending on hemisphere (left or right NCM, respectively). Dotted-line in B is chance-level prediction for classifier (1 in 6 chance for accurately classifying a given stimulus = 16.67%). *p < 0.05 (left/right: Trial 1 vs. Trial 2); **p < 0.01 (left/right: Trial 1 vs. Trial 2).

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    Table 1.

    Statistical table

    ResultsData structureType of testObserved power (α = 0.05)
    Fig. 2B, z-scoreAssumed normal distribution; age (25–34; 40–64; 65–95 dph) × hemisphere (left NCM; right NCM)Three-way ANOVAHemisphere = 0.728; age = 1.00; hemisphere × age = 0.251
    Fig. 2C, spontaneous firing rateAssumed normal distribution; phase (sensory; sensorimotor) × hemisphere (left NCM; right NCM)Three-way ANOVAHemisphere = 0.058; phase = 0.738; hemisphere × phase = 0.266
    Fig. 2D, stimulus-evoked firing rateAssumed normal distribution; phase (sensory; sensorimotor) × hemisphere (left NCM; right NCM)Three-way ANOVAHemisphere = 0.092; phase = 0.918; hemisphere × phase = 0.626
    Fig. 3C, z-scoreAssumed normal distribution; phase (sensory; sensorimotor) × hemisphere (left NCM; right NCM)Three-way ANOVAHemisphere = 0.057; phase = 0.999; hemisphere × phase = 0.105
    Fig. 3D, classification accuracyAssumed normal distribution; phase (sensory; sensorimotor) × hemisphere (left NCM; right NCM)Three-way ANOVAHemisphere = 0.051; phase = 0.918; hemisphere × phase = 0.070
    Fig. 3E, spontaneous firing rateAssumed normal distribution; phase (sensory; sensorimotor) × hemisphere (left NCM; right NCM)Three-way ANOVAHemisphere = 0.482; phase = 0.815; hemisphere × phase = 0.069
    Fig. 3F, stimulus-evoked firing rateAssumed normal distribution; phase (sensory; sensorimotor) × hemisphere (left NCM; right NCM)Three-way ANOVAHemisphere = 0.084; phase = 0.171; hemisphere × phase = 0.078
    Fig. 4A, z-scoreAssumed normal distribution; trial (aCSF; E2) × hemisphere (left NCM; right NCM)Mixed-effects ANOVATrial = 0.866; hemisphere = 0.119; trial × hemisphere = 0.182
    Fig. 4A, inset; z-score (rundown)Assumed normal distribution; trial (trial #1–aCSF; trial #2–aCSF)Mixed-effects ANOVATrial = 0.445
    Fig. 4B, classification accuracyAssumed normal distribution; trial (aCSF; E2) × hemisphere (left NCM; right NCM)Mixed-effects ANOVATrial = 0.866; hemisphere = 0.450; trial × hemisphere = 0.369
    Fig. 4C, spontaneous firing rateAssumed normal distribution; trial (aCSF; E2) × hemisphere (left NCM; right NCM)Mixed-effects ANOVATrial = 0.997; hemisphere = 0.050; trial × hemisphere = 0.104
    Fig. 4D, stimulus-evoked firing rateAssumed normal distribution; trial (aCSF; E2) × hemisphere (left NCM; right NCM)Mixed-effects ANOVATrial = 0.960; hemisphere = 0.185; trial × hemisphere = 0.363
    Fig. 5A, z-scoreAssumed normal distribution; trial (aCSF; E2)–separate analyses by hemisphere (left vs. right)Two-way repeated-measures ANOVALeft NCM = 0.588; right NCM = 0.303
    Fig. 5B, classification accuracyAssumed normal distribution; trial (aCSF; E2)–separate analyses by hemisphere (left vs. right)Two-way repeated-measures ANOVALeft NCM = 0.293; right NCM = 0.196
    Fig. 5C, spontaneous firing rateAssumed normal distribution; trial (aCSF; E2)–separate analyses by hemisphere (left vs. right)Two-way repeated-measures ANOVALeft NCM = 0.629; right NCM = 0.725
    Fig. 5D, stimulus-evoked firing rateAssumed normal distribution; trial (aCSF; E2)–separate analyses by hemisphere (left vs. right)Two-way repeated-measures ANOVALeft NCM = 0.804; right NCM = 0.758
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    Table 2.

    Stimulus-specific effects on single-unit NCM auditory responsiveness

    Dependent variable (single-unit data)ModelStatistical testsF-values and degrees of freedomp-valueEffect size (partial η2)Post hoc results
    Development (aCSF; Trial 1 only)
        z-scorePhase × hemisphere × stimulusThree-way ANOVA; Tukey’s HSDF(7, 292) = 4.682<0.0010.101WN < CON1, CON2, HET, JUV CON, and JUV REV CON (p < 0.003)
        Stimulus-evoked firingPhase × hemisphere × stimulusThree-way ANOVA; Tukey’s HSDF(7, 292) = 2.4000.0220.054WN < CON1 and HET (p < 0.022)
        Classification accuracyPhase × hemisphere × stimulusThree-way ANOVA; Tukey’s HSDF(7, 262) = 2.5290.0160.063WN < JUV CON (p = 0.023)
        Effect of E2 (aCSF vs. E2)
    Sensory
        z-scoreTrial × hemisphere × stimulusThree-way ANOVAF(5, 72) = 2.0620.0800.125n/a
        Stimulus-evoked firingTrial × hemisphere × stimulusThree-way ANOVAF(5, 72) = 1.4950.2020.094n/a
        Classification accuracyTrial × hemisphere × stimulusThree-way ANOVAF(1, 54) = 1.2980.2780.107n/a
        Sensorimotor
    z-score
        Left NCMTrial × stimulusTwo-way ANOVA; Tukey’s HSDF(7, 112) = 3.0970.0050.162WN < BOS, CON1, CON2, and HET (p < 0.038)
        Right NCMTrial × stimulusTwo-way ANOVAF(5, 90) = 2.2750.0540.112n/a
    Stimulus-evoked firing
        Left NCMTrial × stimulusTwo-way ANOVAF(7, 112) = 1.3650.2270.079n/a
        Right NCMTrial × stimulusTwo-way ANOVAF(5, 90) = 0.5580.7320.030n/a
    Classification accuracy
        Left NCMTrial × stimulusTwo-way ANOVA; Tukey’s HSDF(7, 112) = 2.4150.0240.131WN < JUV CON (p = 0.048)
        Right NCMTrial × stimulusTwo-way ANOVAF(5, 90) = 0.8800.4980.047n/a
    • n/a, not applicable.

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Sensory Coding and Sensitivity to Local Estrogens Shift during Critical Period Milestones in the Auditory Cortex of Male Songbirds
Daniel M. Vahaba, Matheus Macedo-Lima, Luke Remage-Healey
eNeuro 30 November 2017, 4 (6) ENEURO.0317-17.2017; DOI: 10.1523/ENEURO.0317-17.2017

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Sensory Coding and Sensitivity to Local Estrogens Shift during Critical Period Milestones in the Auditory Cortex of Male Songbirds
Daniel M. Vahaba, Matheus Macedo-Lima, Luke Remage-Healey
eNeuro 30 November 2017, 4 (6) ENEURO.0317-17.2017; DOI: 10.1523/ENEURO.0317-17.2017
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Keywords

  • auditory cortex
  • Communication Processing
  • Critical Periods
  • lateralization
  • Neuroestrogens
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