Multivoxel patterns reveal functionally differentiated networks underlying auditory feedback processing of speech

Journal of Neuroscience

Volumn 33, Issue 10, 2013, Pages 4339-4348

  Zheng, Zane Z ^a   Vicente Grabovetsky, Alejandro ^c   Macdonald, Ewen N ^b,d   Munhall, Kevin G ^a,b   Cusack, Rhodri ^c,e   Johnsrude, Ingrid S ^a,b  

^a QUEEN S UNIVERSITY   (Canada)

^b QUEEN S UNIVERSITY   (Canada)

^c MRC COGNITION AND BRAIN SCIENCES UNIT   (United Kingdom)

^d TECHNICAL UNIVERSITY OF DENMARK   (Denmark)

^e UNIVERSITY OF WESTERN ONTARIO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ANGULAR GYRUS; ARTICLE; AUDITORY FEEDBACK; AUDITORY STIMULATION; CEREBELLUM; CONTROLLED STUDY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; HUMAN EXPERIMENT; MALE; MOTOR CONTROL; NERVE CELL NETWORK; PRIORITY JOURNAL; SENSORIMOTOR FUNCTION; SPEECH; SUPPLEMENTARY MOTOR AREA; TASK PERFORMANCE; VOCALIZATION;

ACOUSTIC STIMULATION; ADULT; AUDITORY PATHWAYS; AUDITORY PERCEPTION; BRAIN; BRAIN MAPPING; FEEDBACK, SENSORY; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; OXYGEN; REACTION TIME; SPEECH; YOUNG ADULT;

EID: 84874633312     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.6319-11.2013     Document Type: Article

References (99)

1. Ackermann H (2008) Cerebellar contributions to speech production and speech perception: psycholinguistic and neurobiological perspectives. Trends Neurosci 31:265-272. CrossRef Medline
2. Baier B, Stoeter P, Dieterich M (2009) Anatomical correlates of ocular motor deficits in cerebellar lesions. Brain 132:2114-2124. CrossRef Medline
3. Bates JF, Goldman-Rakic PS (1993) Prefrontal connections of medial motor areas in the rhesus monkey. J Comp Neurol 336:211-228. CrossRef Medline
4. Behroozmand R, Larson CR (2011) Error-dependent modulation of speech-induced auditory suppression for pitch-shifted voice feedback. BMC Neurosci 12:54. CrossRef Medline
5. Behroozmand R, Korzyukov O, Larson CR (2012) ERP correlates of pitch error detection in complex tone and voice auditory feedback with missing fundamental. Brain Res 1448:89-100. CrossRef Medline
6. Binder JR, Frost JA, Hammeke TA, Bellgowan PS, Springer JA, Kaufman JN, Possing ET (2000) Human temporal lobe activation by speech and nonspeech sounds. Cereb Cortex 10:512-528. CrossRef Medline
7. Blakemore SJ, Frith CD, Wolpert DM (2001) The cerebellum is involved in predicting the sensory consequences of action. Neuroreport 12: 1879-1884. CrossRef Medline
8. Burnett TA, Freedland MB, Larson CR, Hain TC (1998) Voice F0 responses to manipulations in pitch feedback. J Acoust Soc Am 103:3153-3161. CrossRef Medline
9. Callan DE, Kawato M, Parsons L, Turner R (2007) Speech and song: the role of the cerebellum. Cerebellum 6:321-327. CrossRef Medline
10. Carlson TA, Schrater P, He S (2003) Patterns of activity in the categorical representation of objects. J Cogn Neurosci 15:704-717. CrossRef Medline
11. Christoffels IK, Formisano E, Schiller NO (2007) Neural correlates of verbal feedback processing: an fMRI study employing overt speech. Hum Brain Mapp 28:868-879. CrossRef Medline
12. Christoffels IK, van de Ven V, Waldorp LJ, Formisano E, Schiller NO (2011) The sensory consequences of speaking: parametric neural cancellation during speech in auditory cortex. PLoS One 6:e18307. CrossRef Medline
13. Coleman MR, Davis MH, Rodd JM, Robson T, Ali A, Owen AM, Pickard JD (2009) Towards the routine use of brain imaging to aid the clinical diagnosis of disorders of consciousness. Brain 132:2541-2552. CrossRef Medline
14. Cox DD, Savoy RL (2003) Functional magnetic resonance imaging (fMRI) "brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex. Neuroimage 19:261-270. CrossRef Medline
15. Cruse D, Chennu S, Chatelle C, Bekinschtein TA, Fernández-Espejo D, Pickard JD, Laureys S, Owen AM (2011) Bedside detection of awareness in the vegetative state: a cohort study. Lancet 378:2088-2094. Medline
16. Dean P, Porrill J, Ekerot CF, Jörntell H (2010) The cerebellar microcircuit as an adaptive filter: experimental and computational evidence. Nat Rev Neurosci 11:30-43. CrossRef Medline
17. Diener HC, Dichgans J (1992) Pathophysiology of cerebellar ataxia. Mov Disord 7:95-109. CrossRef Medline
18. Donath TM, Natke U, Kalveram KT (2002) Effects of frequency-shifted auditory feedback: a preliminary study F0 contours in syllables. J Acoust Soc Am 111:357-366. CrossRef Medline
19. Downing PE, Wiggett AJ, Peelen MV (2007) Functional magnetic resonance imaging investigation of overlapping lateral occipitotemporal activations using multi-voxel pattern analysis. J Neurosci 27:226-233. CrossRef Medline
20. Eliades SJ, Wang X (2008) Neural substrates of vocalization feedback monitoring in primate auditory cortex. Nature 453:1102-1106. CrossRef Medline
21. Farrer C, Franck N, Georgieff N, Frith CD, Decety J, Jeannerod M (2003) Modulating the experience of agency: a positron emission tomography study. Neuroimage 18:324-333. CrossRef Medline
22. Farrer C, Frey SH, Van Horn JD, Tunik E, Turk D, Inati S, Grafton ST (2008) The angular gyrus computes action awareness representations. Cereb Cortex 18:254-261. CrossRef Medline
23. Friston KJ, Ashburner J, Frith CD, Poline JB, Heather JD, Frakowiak RSJ (1995) Spatial registration and normalization of images. Hum Brain Mapp 3:165-189. CrossRef
24. Friston K, Chu C, Mourão-Miranda J, Hulme O, Rees G, Penny W, Ashburner J (2008) Bayesian decoding of brain images. Neuroimage 39: 181-205. CrossRef Medline
25. Fu CH, Vythelingum GN, Brammer MJ, Williams SC, Amaro E Jr, Andrew CM, Yáguez L, van Haren NE, Matsumoto K, McGuire PK (2006) An fMRI study of verbal self-monitoring: neural correlates of auditory verbal feedback. Cereb Cortex 16:969-977. CrossRef Medline
26. Garavan H, Ross TJ, Kaufman J, Stein EA (2003) A midline rostral-caudal axis for error processing and response conflict monitoring. Neuroimage 20:1132-1139. CrossRef Medline
27. Genovese CR, Lazar NA, Nichols T (2002) Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage 15:870-878. CrossRef Medline
28. Golfinopoulos E, Tourville JA, Guenther FH (2010) The integration of large-scale neural network modeling and functional brain imaging in speech motor control. Neuroimage 52:862-874. CrossRef Medline
29. Guenther FH, Ghosh SS, Tourville JA (2006) Neural modeling and imaging of the cortical interactions underlying syllable production. Brain Lang 96:280-301. CrossRef Medline
30. Hashimoto Y, Sakai KL (2003) Brain activations during conscious selfmonitoring of speech production with delayed auditory feedback: an fMRI study. Hum Brain Mapp 20:22-28. CrossRef Medline
31. Haxby JV, Gobbini MI, Furey ML, Ishai A, Schouten JL, Pietrini P (2001) Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science 293:2425-2430. CrossRef Medline
32. Haynes JD, Rees G (2005) Predicting the orientation of invisible stimuli from activity in human primary visual cortex. Nat Neurosci 8:686-691. CrossRef Medline
33. Haynes JD, Rees G (2006) Decoding mental states from brain activity in humans. Nat Rev Neurosci 7:523-534. CrossRef Medline
34. Heinks-Maldonado TH, Mathalon DH, Gray M, Ford JM (2005) Finetuning of auditory cortex during speech production. Psychophysiology 42:180-190. CrossRef Medline
35. Hester R, Fassbender C, Garavan H (2004) Individual differences in error processing: a review and reanalysis of three event-related fMRI studies using the GO/NOGO task. Cereb Cortex 14:986-994. CrossRef Medline
36. Hickok G, Houde J, Rong F (2011) Sensorimotor integration in speech processing: computational basis and neural organization. Neuron 69:407-422. CrossRef Medline
37. Hikosaka O, Sakai K, Miyauchi S, Takino R, Sasaki Y, Putz B (1996) Activation of human presupplementary motor area in learning of sequential procedures: a functional MRI study. J Neurophysiol 76:617-621. Medline
38. Houde JF, Jordan MI (1998) Sensorimotor adaptation in speech production. Science 279:1213-1216. CrossRef Medline
39. Houde JF, Nagarajan SS (2011) Speech production as state feedback control. Front Hum Neurosci 5:82. CrossRef Medline
40. Houde JF, Nagarajan SS, Sekihara K, Merzenich MM (2002) Modulation of the auditory cortex during speech: an MEG study. J Cogn Neurosci 14: 1125-1138. CrossRef Medline
41. Iacoboni M, Woods RP, Brass M, Bekkering H, Mazziotta JC, Rizzolatti G (1999) Cortical mechanisms of human imitation. Science 286:2626-2628. Medline
42. Ito M (2008) Control of mental activities by internal models in the cerebellum. Nat Rev Neurosci 9:304-313. CrossRef Medline
43. Jacobson GA, Rokni D, Yarom Y (2008) A model of the olivo-cerebellar system as a temporal pattern generator. Trends Neurosci 31:617-625. CrossRef Medline
44. Johnson-Frey SH, Maloof FR, Newman-Norlund R, Farrer C, Inati S, Grafton ST (2003) Actions or hand-object interactions? Human inferior frontal cortex and action observation. Neuron 39:1053-1058. CrossRef Medline
45. Josephs O, Henson RN (1999) Event-related functional magnetic resonance imaging: modeling, inference and optimization. Philos Trans R Soc Lond B Biol Sci 354:1215-1228. CrossRef Medline
46. Kamitani Y, Tong F (2005) Decoding the visual and subjective contents of the human brain. Nat Neurosci 8:679-685. CrossRef Medline
47. Kay KN, Naselaris T, Prenger RJ, Gallant JL (2008) Identifying natural images from human brain activity. Nature 452:352-355. CrossRef Medline
48. Kent RD (2000) Research on speech motor control and its disorders: a review and prospective. J Commun Disord 33:391-427; quiz 428. CrossRef Medline
49. Kerns JG, Cohen JD, MacDonald AW 3rd, Cho RY, Stenger VA, Carter CS (2004) Anterior cingulated conflict monitoring and adjustments in control. Science 303:1023-1026. CrossRef Medline
50. Kriegeskorte N (2011) Pattern-information analysis: from stimulus decoding to computational-model testing. Neuroimage 56:411-421. CrossRef Medline
51. Kriegeskorte N, Goebel R, Bandettini P (2006) Information-based functional brain mapping. Proc Natl Acad Sci U S A 103:3863-3868. CrossRef Medline
52. Kriegeskorte N, Mur M, Bandettini P (2008) Representational similarity analysis: connecting the branches of systems neuroscience. Front Syst Neurosci 2:4. CrossRef Medline
53. Kurata K, Tsuji T, Naraki S, Seino M, Abe Y (2000) Activation of the dorsal premotor cortex and pre-supplementary motor area of humans during an auditory conditional motor task. J Neurophysiol 84:1667-1672. Medline
54. Levelt WJ (1983) Monitoring and self-repair in speech. Cognition 14:41-104. CrossRef Medline
55. Levelt WJ, Roelofs A, Meyer AS (1999) A theory of lexical access in speech production. Behav Brain Sci 22:1-38. Medline
56. Liebenthal E, Binder JR, Spitzer SM, Possing ET, Medler DA (2005) Neural substrates of phonemic perception. Cereb Cortex 15:1621-1631. CrossRef Medline
57. Linke AC, Vicente-Grabovetsky A, Cusack R (2011) Stimulus-specific suppression preserves information in auditory short-term memory. Proc Natl Acad Sci U S A 108:12961-12966. CrossRef Medline
58. Luppino G, Matelli M, Camarda R, Rizzolatti G (1993) Corticocortical connections of area F3 (SMA-proper) and area F6 (pre-SMA) in the macaque monkey. J Comp Neurol 338:114-140. CrossRef Medline
59. MacDonald EN, Goldberg R, Munhall KG (2010) Compensations in response to real-time formant perturbations of different magnitudes. J Acoust Soc Am 127:1059-1068. CrossRef Medline
60. MacDonald EN, Purcell DW, Munhall KG (2011) Probing the independence of formant control using altered auditory feedback. J Acoust Soc Am 129:955-965. CrossRef Medline
61. Matsuzaka Y, Tanji J (1996) Changing directions of forthcoming arm movements: neuronal activity in the presupplementary and supplementary motor area of monkey cerebral cortex. J Neurophysiol 76:2327-2342. Medline
62. Mazziotta JC, Toga AW, Evans A, Fox P, Lancaster J (1995) A probabilistic atlas of the human brain: theory and rationale for its development. The international Consortium for Brain Mapping (ICBM). Neuroimage 2:89-101. CrossRef Medline
63. McGuire PK, Silbersweig DA, Frith CD (1996) Functional neuroanatomy of verbal self-monitoring. Brain 119:907-917. CrossRef Medline
64. Meyer K, Kaplan JT, Essex R, Damasio H, Damasio A (2011) Seeing touch is correlated with content-specific activity in primary somatosensory cortex. Cereb Cortex 21:2113-2121. CrossRef Medline
65. Mitchell TM, Hutchinson R, Niculescu RS, Pereira F, Wang X (2004) Learning to decode cognitive states from brain images. Mach Learn 57:145-175. CrossRef
66. Monti MM, Vanhaudenhuyse A, Coleman MR, Boly M, Pickard JD, Tshibanda L, Owen AM, Laureys S (2010) Willful modulation of brain activity in disorders of consciousness. N Engl J Med 362:579-589. CrossRef Medline
67. Munhall KG, MacDonald EN, Byrne SK, Johnsrude I (2009) Talkers alter vowel production in response to real-time formant perturbation even when instructed not to compensate. J Acoust Soc Am 125:384-390. CrossRef Medline
68. Narain C, Scott SK, Wise RJ, Rosen S, Leff A, Iversen SD, Matthews PM (2003) Defining a left-lateralized response specific to intelligible speech using fMRI. Cereb Cortex 13:1362-1368. CrossRef Medline
69. Norman KA, Polyn SM, Detre GJ, Haxby JV (2006) Beyond mind-reading: multi-vowel pattern analysis of fMRI data. Trends Cogn Sci 10:424-430. CrossRef Medline
70. Obleser J, Zimmermann J, Van Meter J, Rauschecker JP (2007) Multiple stages of auditory speech perception reflected in event-related fMRI. Cereb Cortex 17:2251-2257. CrossRef Medline
71. O'Toole AJ, Jiang F, Abdi H, Haxby JV (2005) Partially distributed representations of objects and faces in ventral temporal cortex. J Cogn Neurosci 17:580-590. CrossRef Medline
72. Orfanidis SJ (1988) Optimum signal processing, an introduction. New York: MacMillan.
73. Orfanidou E, Marslen-Wilson WD, Davis MH (2006) Neural response suppression predicts repetition priming of spoken words and pseudowords. J Cogn Neurosci 18:1237-1252. CrossRef Medline
74. Owen AM, Coleman MR (2008) Functional neuroimaging of the vegetative state. Nat Rev Neurosci 9:235-243. CrossRef Medline
75. Parsons LM, Sergent J, Hodges DA, Fox PT (2005) The brain basis of piano performance. Neuropsychologia 43:199-215. CrossRef Medline
76. Paus T, Perry DW, Zatorre RJ, Worsley KJ, Evans AC (1996) Modulation of cerebral blood flow in the human auditory cortex during speech: role of motor-to-sensory discharges. Eur J Neurosci 8:2236-2246. CrossRef Medline
77. Peelen MV, Fei-Fei L, Kastner S (2009) Neural mechanisms of rapid natural scene categorization in human visual cortex. Nature 460:94-97. CrossRef Medline
78. Pessoa L, Padmala S (2007) Decoding near-threshold perception of fear from distributed single-trial brain activation. Cereb Cortex 17:691-701. CrossRef Medline
79. Picard N, Strick PL (1996) Motor areas of the medial wall: a review of their location and functional activation. Cereb Cortex 6:342-353. CrossRef Medline
80. Postma A (2000) Detection of errors during speech production: a review of speech monitoring models. Cognition 77:97-132. CrossRef Medline
81. Purcell DW, Munhall KG (2006a) Compensation following real-time manipulation of formants in isolated vowels. J Acoust Soc Am 119:2288-2297. CrossRef Medline
82. Purcell DW, Munhall KG (2006b) Adaptive control of vowel formant frequency: evidence from real-time formant manipulation. J Acoust Soc Am 120:966-977. CrossRef Medline
83. Riecker A, Kassubek J, Gröschel K, Grodd W, Ackermann H (2006) The cerebral control of speech tempo: opposite relationship between speaking rate and BOLD signal changes at striatal and cerebellar structures. Neuroimage 29:46-53. CrossRef Medline
84. Schroeder MR (1968) Reference signal for signal quality studies. J Acoust Soc Am 44:1735-1736. CrossRef
85. Scott SK, Blank CC, Rosen S, Wise RJ (2000) Identification of a pathway for intelligible speech in the left temporal lobe. Brain 12:2400-2406. CrossRef Medline
86. Serences JT, Boynton GM (2007) The representation of behavioral choice for motion in human visual cortex. J Neurosci 27:12893-12899. CrossRef Medline
87. Shattuck DW, Mirza M, Adisetiyo V, Hojatkashani C, Salamon G, Narr KL, Poldrack RA, Bilder RM, Toga AW (2008) Construction of a 3D probabilistic atlas of human cortical structures. Neuroimage 39:1064-1080. CrossRef Medline
88. Shima K, Mushiake H, Saito N, Tanji J (1996) Role for cells in the presupplementary motor area in updating motor plans. Proc Natl Acad Sci U S A 93:8694-8698. CrossRef Medline
89. Sirigu A, Daprati E, Ciancia S, Giraux P, Nighoghossian N, Posada A, Haggard P (2004) Altered awareness of voluntary action after damage to the parietal cortex. Nat Neurosci 7:80-84. CrossRef Medline
90. Stokes M, Thompson R, Cusack R, Duncan J (2009) Top-down activation of shape-specific population codes in visual cortex during mental imagery. J Neurosci 29:1565-1572. CrossRef Medline
91. Tanji J (1996) New concepts of the supplementary motor area. Curr Opin Neurobiol 6:782-787. CrossRef Medline
92. Tourville JA, Reilly KJ, Guenther FH (2008) Neural mechanisms underlying auditory feedback control of speech. Neuroimage 39:1429-1443. CrossRef Medline
93. van de Ven V, Esposito F, Christoffels IK (2009) Neural network of speech monitoring overlaps with overt speech production and comprehension networks: a sequential spatial and temporal ICA study. Neuroimage 47: 1982-1991. CrossRef Medline
94. Villacorta VM, Perkell JS, Guenther FH (2007) Sensorimotor adaptation to feedback perturbations of vowel acoustics and its relation to perception. J Acoust Soc Am 122:2306-2319. CrossRef Medline
95. Williams MA, Dang S, Kanwisher NG (2007) Only some spatial patterns of fMRI response are read out in task performance. Nat Neurosci 10:685-686. CrossRef Medline
96. Wilson SM, Saygin AP, Sereno MI, Iacoboni M (2004) Listening to speech activates motor areas involved in speech production. Nat Neurosci 7:701-702. CrossRef Medline
97. Wolpert DM, Miall RC, Kawato M (1998) Internal models in the cerebellum. Trends Cogn Sci 2:338-347. CrossRef Medline
98. Worsley KJ, Marrett S, Neelin P, Vandal AC, Friston KJ, Evans AC (1996) A unified statistical approach for determining significant signals in images of cerebral activation. Hum Brain Mapp 4:58-73. CrossRef Medline
99. Zheng ZZ, Munhall KG, Johnsrude IS (2010) Functional overlap between regions involved in speech perception and in monitoring one's own voice during speech production. J Cogn Neurosci 22:1770-1781. CrossRef Medline