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Dirk-Bart den Ouden, Karim Johari, Keiko Bridwell, Caroline Hayden & Roozbeh Behroozmand Department of Communication Sciences and Disorders, University of South Carolina Modulation of the Speech Motor Control Network through High-Definition Transcranial Direct Current Stimulation Introduction Speech motor control: Coordination of respiratory, laryngeal, articulatory and facial muscles through feedforward motor and sensory feedback Speech motor network can be modulated Increased contribution of feedforward commands after musical training (e.g. Behroozmand et al., 2014) Reduced contribution of feedforward commands in Parkinson’s Disease (Chen et al., 2013) Prediction: Neurostimulation of vMC modulates 1. Laryngeal motor commands for pitch control 2. Underlying feedforward mechanisms that provide internal predictions about intended pitch output High-Definition transcranial Direct Current Stimulation (HD-tDCS) to modulate response to auditory feedback perturbation Electroencephalography (EEG) to investigate modulation of neural responses during vocal pitch motor control, before and after HD-tDCS Results EEG Downward Pitch Perturbation: N1: GroupXStim: F(2,27)=4.77, p<.05; frontal electrodes P2: GroupXStim: F(2,27)=6.68, p<.01; temporoparietal GroupXStim: F(2,27)=4.22, p<.05; parietal electrodes Upward Pitch Perturbation: N1: GroupXStim: F(2,27)=4.64, p<.05; temporoparietal P2: GroupXStim: F(2,27)=6.27, p<.01; temporoparietal Source Localization: P2 to downward pitch shift Methods Pitch Perturbation cents), randomized. Onset randomized 800-1200ms post-vocalization Pitch frequency extracted in Praat (Boersma and Weenink, 1996); exported to MATLAB Segmented into epochs, from −100-500ms after the onset of pitch-shift. EEG filter with cut-off freq. set to 1 and 30 Hz (−24 dB/oct); Automatic artifact rejection method (EEGLAB); Segmentation: −100-500ms rel. to pitch-shift Baseline correction, relative to window −100-0 ms. Investigation of N1 and P2 components: sensitive to unpredictable stimuli Source localization with standardized low-resolution brain electromagnetic tomography (sLORETA; Pascual-Marqui, 2002); voxel-wise randomization tests with 5000 permutations, corrected for multiple comparisons (α=.05) HD-tDCS M×N HD-tDCS Stimulator (Soterix Medical Inc.); 10-20 cap (Easy-Cap GmbH) Target coordinates vMC: MNI [-57, 3, 14] (Behroozmand et al., 2015b) 20 minutes stimulation, online task performance (starting after 10 minutes) A- HD-tDCS (anodal), C-HD-tDCS (cathodal) and sham stim between subjects Active sham condition; sensitivity monitored: no group FX Acknowledgements This research was supported by a Magellan scholarship award to K.B. and C.H., from the University of South Carolina (Grant # 11560-15-38104). Methods 30 subjects (10 M; 20 F; age range: 18-25, mean 21) HD-tDCS: 3 groups: age and gender matched Pitch Perturbation Task: pre-post HD-tDCS (+ online) EEG: pre-post stimulation, during Pitch Perturbation Session 1 Session 2 Sham HD-tDCS Anodal HD-tDCS Cathodal HD-tDCS EEG EEG 4-14 days Voice pitch motor control is supported by ventral (laryngeal) motor cortex - vMC (e.g. Behroozmand et al., 2015) Guenther, 2016 Subjects maintain steady vocalizations of /a/ for 2-3 seconds, with 3-4 second breaks in between Brief (200 ms) pitch-shift in auditory feedback; either upward (+100 cents) or downward (-100 Anodal Cathodal Sham Location Current Location Current Location Current FC5 +2.0 mA FC5 -2.0 mA POz +1.0 mA F7 -0.41 mA F7 +0.41 mA Oz -1.0 mA C1 -0.43 mA C1 +0.43 mA TP7 -0.55 mA TP7 +0.55 mA AF7 -0.61 mA AF7 +0.61 mA Time-locked to pitch shift shift and vocalization onset Active electrode system (Brain Products GmbH, Germany); 10-20 montage; common reference. EEG signals recorded at 1 kHz; low-pass anti-aliasing filter with 200 Hz cut-off frequency. Offline band-pass Conclusions Both anodal and cathodal HD-tDCS reduce compensation after pitch perturbation Increased weight to feedforward commands N1 and P2 ERP amplitudes to pitch perturbations are enhanced following anodal and cathodal HD-tDCS Intact detection (sensory feedback) of pitch shift Stimulation of left vMC results in modulation of sensorimotor mechanisms of speech motor control IPL provides a neural interface for sensorimotor integration during speech motor control Results Pitch Perturbation Stim Type: F(1,27)=29.02, p<.001, η 2 p =0.62 GroupXStim: F(2,27)=4.45, p=.022, η 2 p =0.48 Vocal responses to downward pitch-shift stimuli reduced after anodal (p=.003) and cathodal (p=.009) stimulation HD-tDCS Pitch Shift Brain area BA t-value x y z Anodal Up Left Inferior Parietal Lobule 40 +4.96 -54 -38 40 Down Left Inferior Parietal Lobule 40 +5.67 -50 -40 50 Cathodal Up Left Inferior Parietal Lobule 40 +4.89 -46 -42 53 Right Inferior Parietal Lobule 40 +5.23 46 -60 48 Down Left Inferior Parietal Lobule 40 +5.19 -47 -41 45 Right Inferior Parietal Lobule 40 +5.41 47 -40 44 Current-density maxima, thresholded at p<0.05 (corr. for mult. comp). Positive t- values: increased neural response for post-stimulation vs. pre-stimulation. References Behroozmand et al. (2014) Brain & Cognition, 84, 97–108. Behroozmand et al. (2015) Neuroimage 1, 418–28. Chen et al. (2013) Brain Research 1527, 99–107. Guenther, F. H. (2016). Neural Control of Speech. Cambridge, MA: MIT Press.

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Page 1: Modulation of the Speech Motor Control Network … › den_ouden › sites › sc.edu.den...Offline band-pass Conclusions Both anodal and cathodal HD-tDCS reduce compensation after

Dirk-Bart den Ouden, Karim Johari, Keiko Bridwell, Caroline Hayden & Roozbeh Behroozmand Department of Communication Sciences and Disorders, University of South Carolina

Modulation of the Speech Motor Control Network through High-Definition Transcranial Direct Current Stimulation

Introduction • Speech motor control: Coordination of respiratory,

laryngeal, articulatory and facial muscles through feedforward motor and sensory feedback

• Speech motor network can be modulated • Increased contribution of feedforward commands

after musical training (e.g. Behroozmand et al., 2014)

• Reduced contribution of feedforward commands in Parkinson’s Disease (Chen et al., 2013)

Prediction: Neurostimulation of vMC modulates 1. Laryngeal motor commands for pitch control 2. Underlying feedforward mechanisms that provide

internal predictions about intended pitch output

• High-Definition transcranial Direct Current Stimulation (HD-tDCS) to modulate response to auditory feedback perturbation

• Electroencephalography (EEG) to investigate modulation of neural responses during vocal pitch motor control, before and after HD-tDCS

Results EEG • Downward Pitch Perturbation: N1: GroupXStim: F(2,27)=4.77, p<.05; frontal electrodes P2: GroupXStim: F(2,27)=6.68, p<.01; temporoparietal GroupXStim: F(2,27)=4.22, p<.05; parietal electrodes

• Upward Pitch Perturbation: N1: GroupXStim: F(2,27)=4.64, p<.05; temporoparietal P2: GroupXStim: F(2,27)=6.27, p<.01; temporoparietal

• Source Localization: P2 to downward pitch shift

Methods Pitch Perturbation cents), randomized. Onset randomized 800-1200ms post-vocalization • Pitch frequency extracted in Praat (Boersma and Weenink, 1996); exported to MATLAB • Segmented into epochs, from −100-500ms after the onset of pitch-shift.

EEG

• filter with cut-off freq. set to 1 and 30 Hz (−24 dB/oct); Automatic artifact rejection method (EEGLAB); Segmentation: −100-500ms rel. to pitch-shift

• Baseline correction, relative to window −100-0 ms. • Investigation of N1 and P2 components: sensitive to unpredictable stimuli • Source localization with standardized low-resolution brain electromagnetic

tomography (sLORETA; Pascual-Marqui, 2002); voxel-wise randomization tests with 5000 permutations, corrected for multiple comparisons (α=.05)

HD-tDCS • M×N HD-tDCS Stimulator (Soterix Medical Inc.); 10-20 cap (Easy-Cap GmbH) • Target coordinates vMC: MNI [-57, 3, 14] (Behroozmand et al., 2015b)

• 20 minutes stimulation, online task performance (starting after 10 minutes) • A- HD-tDCS (anodal), C-HD-tDCS (cathodal) and sham stim between subjects • Active sham condition; sensitivity monitored: no group FX

Acknowledgements This research was supported by a Magellan scholarship award to K.B. and C.H., from the University of South Carolina (Grant # 11560-15-38104).

Methods • 30 subjects (10 M; 20 F; age range: 18-25, mean 21) • HD-tDCS: 3 groups: age and gender matched • Pitch Perturbation Task: pre-post HD-tDCS (+ online) • EEG: pre-post stimulation, during Pitch Perturbation

Session 1 Session 2

Sham HD-tDCS

Anodal HD-tDCS

Cathodal HD-tDCS

EEG EEG 4-14 days

• Voice pitch motor control is supported by ventral (laryngeal) motor cortex - vMC (e.g. Behroozmand et

al., 2015)

Guenther, 2016

• Subjects maintain steady vocalizations of /a/ for 2-3 seconds, with 3-4 second breaks in between

• Brief (200 ms) pitch-shift in auditory feedback; either upward (+100 cents) or downward (-100

Anodal Cathodal Sham

Location Current Location Current Location Current

FC5 +2.0 mA FC5 -2.0 mA POz +1.0 mA

F7 -0.41 mA F7 +0.41 mA Oz -1.0 mA

C1 -0.43 mA C1 +0.43 mA

TP7 -0.55 mA TP7 +0.55 mA

AF7 -0.61 mA AF7 +0.61 mA

• Time-locked to pitch shift shift and vocalization onset • Active electrode system (Brain Products GmbH,

Germany); 10-20 montage; common reference. • EEG signals recorded at 1 kHz; low-pass anti-aliasing

filter with 200 Hz cut-off frequency. Offline band-pass

Conclusions • Both anodal and cathodal HD-tDCS reduce

compensation after pitch perturbation • Increased weight to feedforward commands

• N1 and P2 ERP amplitudes to pitch perturbations are enhanced following anodal and cathodal HD-tDCS • Intact detection (sensory feedback) of pitch shift

• Stimulation of left vMC results in modulation of sensorimotor mechanisms of speech motor control

• IPL provides a neural interface for sensorimotor integration during speech motor control

Results Pitch Perturbation

•Stim Type: F(1,27)=29.02, p<.001, η2p=0.62

•GroupXStim: F(2,27)=4.45, p=.022, η2p=0.48

•Vocal responses to downward pitch-shift stimuli reduced after anodal (p=.003) and cathodal (p=.009) stimulation

HD-tDCS Pitch Shift Brain area BA t-value x y z

Anodal Up Left Inferior Parietal Lobule 40 +4.96 -54 -38 40

Down Left Inferior Parietal Lobule 40 +5.67 -50 -40 50

Cathodal Up Left Inferior Parietal Lobule 40 +4.89 -46 -42 53

Right Inferior Parietal Lobule 40 +5.23 46 -60 48

Down Left Inferior Parietal Lobule 40 +5.19 -47 -41 45

Right Inferior Parietal Lobule 40 +5.41 47 -40 44

Current-density maxima, thresholded at p<0.05 (corr. for mult. comp). Positive t-values: increased neural response for post-stimulation vs. pre-stimulation.

References Behroozmand et al. (2014) Brain & Cognition, 84, 97–108. Behroozmand et al. (2015) Neuroimage 1, 418–28. Chen et al. (2013) Brain Research 1527, 99–107. Guenther, F. H. (2016). Neural Control of Speech. Cambridge, MA: MIT Press.