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Electrophysiological measures
of auditory processing
Axelle Calcus
Mild to Moderate Hearing Loss (MMHL)
[1] Halliday et al., 2017
Mild to Moderate Hearing Loss (MMHL)
• Prevalence: 1.46/1000 live births
[1] Halliday et al., 2017
Mild to Moderate Hearing Loss (MMHL)
• Prevalence: 1.46/1000 live births
• Mild (21-40 dB) to moderate (41-70 dB) sensorineural hearing loss
[1] Halliday et al., 2017
Mild to Moderate Hearing Loss (MMHL)
• Prevalence: 1.46/1000 live births
• Mild (21-40 dB) to moderate (41-70 dB) sensorineural hearing loss
• Residual hearing…
[1] Halliday et al., 2017
Mild to Moderate Hearing Loss (MMHL)
• Prevalence: 1.46/1000 live births
• Mild (21-40 dB) to moderate (41-70 dB) sensorineural hearing loss
• Residual hearing…
• … yet, deficits in general auditory processing and risk
of language difficulties
[1] Halliday et al., 2017
Mild to Moderate Hearing Loss (MMHL)
• Prevalence: 1.46/1000 live births
• Mild (21-40 dB) to moderate (41-70 dB) sensorineural hearing loss
• Residual hearing…
• … yet, deficits in general auditory processing and risk
of language difficulties
• How does peripheral impairment affect central processing
of sounds in children with MMHL?
[1] Halliday et al., 2017
The Auditory Pathway in 1 minute
The neurophysiological brain
The neurophysiological brain
• Approximately 100-150 billion neurons in the human brain.
• Neurons make up only 10% of the cells in our brain
• Synapses: sending and receiving information to/from other
neurons
• EEG signal originates from the synaptic currents that last
usually for 10-100 ms.
The neurophysiological brain
• Approximately 100-150 billion neurons in the human brain.
• Neurons make up only 10% of the cells in our brain
• Synapses: sending and receiving information to/from other
neurons
• EEG signal originates from the synaptic currents that last
usually for 10-100 ms.
The neurophysiological brain
Introduction to EEG: basics
• Simultaneous activity of large
populations of neurons
• Neural populations have to be aligned
in a parallel orientation summation
What we measure with EEG
EEG is a recording of the brain’s spontaneous electrical activity
What we measure with EEG
EEG is a recording of the brain’s spontaneous electrical activity
Mismatch Negativity (MMN)
S S S S S S
Time
D D
Mismatch Negativity (MMN)
S S S S S S
Time
D
14 years-old NH
n = 1
D
Mismatch Negativity (MMN)
S S S S S S
Time
D
14 years-old NH
n = 1
D
P1
N1
P2
N2
Mismatch Negativity (MMN)
S S S S S S
Time
D
14 years-old NH
n = 1
D
P1
N1
P2
N2
Mismatch Negativity (MMN)
S S S S S S
Time
D
n = 1
D
P1
N1
P2
N2
8 years-old NH
X
X
MMHL & MMN
Oates et al., 2002
In childrenIn adults
65 dB SPL
80 dB SPL
70 dB HL [80-100] dB HL
MMHL & MMN
Oates et al., 2002 Koravand et al., 2013
In childrenIn adults
65 dB SPL
80 dB SPL
70 dB HL [80-100] dB HL
MMHL & MMN
Oates et al., 2002 Koravand et al., 2013
In childrenIn adults
65 dB SPL
80 dB SPL
70 dB HL [80-100] dB HL
❌ ✅
MMHL & MMN
In childrenIn adults
65 dB SPL
80 dB SPL
70 dB HL [80-100] dB HL
❌ ✅
Evaluate developmental effects of MMHL on neural discrimination
(MMN) of nonspeech, speechlike and speech sounds.
The present study
Nonspeech
The present study
Nonspeech
The present study
Nonspeech
The present study
Nonspeech
The present study
Nonspeech Speechlike
The present study
Nonspeech Speechlike
The present study
Nonspeech Speechlike
The present study
Nonspeech Speechlike
The present study
Nonspeech Speechlike Speech
The present study
Nonspeech Speechlike Speech
The present study
Nonspeech Speechlike Speech
The present study
Nonspeech Speechlike Speech
Methods
Younger
[7-11 y-old]
Older
[12-16 y-old]
Total
MMHL 23 23 46
CA NH 26 18 44
Total 49 41 90
• Participants
• English-speaking children
(2011)
Methods
• Two-deviants oddball paradigm
Younger
[7-11 y-old]
Older
[12-16 y-old]
Total
MMHL 23 23 46
CA NH 26 18 44
Total 49 41 90
• Participants
• English-speaking children
(2011)
Methods
• Two-deviants oddball paradigm
• 70 dB SPL
Younger
[7-11 y-old]
Older
[12-16 y-old]
Total
MMHL 23 23 46
CA NH 26 18 44
Total 49 41 90
• Participants
• English-speaking children
(2011)
Methods
• Two-deviants oddball paradigm
• 70 dB SPL
• HL children: tested without their
hearing aids
Younger
[7-11 y-old]
Older
[12-16 y-old]
Total
MMHL 23 23 46
CA NH 26 18 44
Total 49 41 90
• Participants
• English-speaking children
(2011)
Methods
• Two-deviants oddball paradigm
• 70 dB SPL
• HL children: tested without their
hearing aids
• Behavioural discrimination
Younger
[7-11 y-old]
Older
[12-16 y-old]
Total
MMHL 23 23 46
CA NH 26 18 44
Total 49 41 90
• Participants
• English-speaking children
(2011)
Methods
• Two-deviants oddball paradigm
• 70 dB SPL
• HL children: tested without their
hearing aids
• Behavioural discrimination
Younger
[7-11 y-old]
Older
[12-16 y-old]
Total
MMHL 23 23 46
CA NH 26 18 44
Total 49 41 90
• Participants
• English-speaking children
(2011)
Results: Nonspeech
n = 24
n = 24 n = 22
n = 20
HL Younger HL Older
NH Younger NH Older
Standard
Large deviant
Small deviant
Results: Nonspeech
n = 24
n = 24 n = 22
n = 20
HL Younger HL Older
NH Younger NH Older
Standard
Large deviant
Small deviant
Results: Nonspeech
n = 24
n = 24 n = 22
n = 20
HL Younger HL Older
NH Younger NH Older
Results: Nonspeech
n = 24
n = 24 n = 22
n = 20
HL Younger HL Older
NH Younger NH Older
Results: Nonspeech
n = 24
n = 24 n = 22
n = 20
HL Younger HL Older
NH Younger NH Older
Results: Nonspeech
n = 24 n = 22
n = 20
HL Younger HL Older
NH Younger NH Older
Results: Nonspeech
n = 24 n = 22
HL Younger HL Older
NH Younger NH Older
Results: Nonspeech
n = 22
HL Younger HL Older
NH Younger NH Older
Results: Nonspeech
HL Younger HL Older
NH Younger NH Older
Results: Speechlike
HL Younger HL Older
NH Younger NH Older
Results: Speechlike
HL Younger HL Older
NH Younger NH Older
Results: Speechlike
HL Younger HL Older
NH Younger NH Older
Results: Speechlike
HL Younger HL Older
NH Younger NH Older
Results: Speechlike
HL Younger HL Older
NH Younger NH Older
Results: Speech
HL Younger HL Older
NH Younger NH Older
Results: Speech
HL Younger HL Older
NH Younger NH Older
Results: Speech
HL Younger HL Older
NH Younger NH Older
Results: Speech
HL Younger HL Older
NH Younger NH Older
Results: Speech
HL Younger HL Older
NH Younger NH Older
Interim discussion & follow-up
• While present in younger children with HL, there was no significant
MMN in older HL children, whatever the condition.
Interim discussion & follow-up
• While present in younger children with HL, there was no significant
MMN in older HL children, whatever the condition.
Interim discussion & follow-up
• While present in younger children with HL, there was no significant
MMN in older HL children, whatever the condition.
• Interpretation:
Interim discussion & follow-up
• While present in younger children with HL, there was no significant
MMN in older HL children, whatever the condition.
• Interpretation:
• Sample bias?
Interim discussion & follow-up
• While present in younger children with HL, there was no significant
MMN in older HL children, whatever the condition.
• Interpretation:
• Sample bias?
• Developmental effect of HL on neural discrimination of sounds?
Interim discussion & follow-up
• While present in younger children with HL, there was no significant
MMN in older HL children, whatever the condition.
• Interpretation:
• Sample bias?
• Developmental effect of HL on neural discrimination of sounds?
Interim discussion & follow-up
• While present in younger children with HL, there was no significant
MMN in older HL children, whatever the condition.
• Interpretation:
• Sample bias?
• Developmental effect of HL on neural discrimination of sounds?
• A follow-up study was then set up to track how the MMN changes
over time in a subset of children with HL.
Follow-up methods
• Participants:
• 14 children with HL from the initial “younger”
group
(mean age: 15 years-old)
• Material: identical to initial experiment
• No significant difference in EEG noise floor
between the two experiments
Results: Nonspeech
n = 14 n = 14
n = 14n = 14
NH Older
HL Younger HL Younger > Older
HL Older
Results: Nonspeech
n = 14 n = 14
n = 14n = 14
NH Older
HL Younger HL Younger > Older
HL Older
Results: Nonspeech
n = 14 n = 14
n = 14n = 14
NH Older
HL Younger HL Younger > Older
HL Older
Results: Speechlike
NH Older
HL Younger
HL Older
HL Younger > Older
Results: Speech
NH Older
HL Younger
HL Older
HL Younger > Older
General discussion
• While present in younger children with HL, the MMN is absent in older children
with HL
[1] Halliday et al., in prep
General discussion
• While present in younger children with HL, the MMN is absent in older children
with HL
[1] Halliday et al., in prep
General discussion
• While present in younger children with HL, the MMN is absent in older children
with HL
• Behavioural tasks: no difference between younger and older children with HL [1]
[1] Halliday et al., in prep
General discussion
• While present in younger children with HL, the MMN is absent in older children
with HL
• Behavioural tasks: no difference between younger and older children with HL [1]
[1] Halliday et al., in prep
General discussion
• While present in younger children with HL, the MMN is absent in older children
with HL
• Behavioural tasks: no difference between younger and older children with HL [1]
[1] Halliday et al., in prep
General discussion
• While present in younger children with HL, the MMN is absent in older children
with HL
• Behavioural tasks: no difference between younger and older children with HL [1]
[1] Halliday et al., in prep
General discussion
• While present in younger children with HL, the MMN is absent in older children
with HL
• Behavioural tasks: no difference between younger and older children with HL [1]
• Even a mild or moderate HL affects the integrity of the auditory pathway, with
long-term effects that begin to reveal themselves throughout adolescence.
[1] Halliday et al., in prep
General discussion
• While present in younger children with HL, the MMN is absent in older children
with HL
• Behavioural tasks: no difference between younger and older children with HL [1]
• Even a mild or moderate HL affects the integrity of the auditory pathway, with
long-term effects that begin to reveal themselves throughout adolescence.
[1] Halliday et al., in prep
General discussion
• While present in younger children with HL, the MMN is absent in older children
with HL
• Behavioural tasks: no difference between younger and older children with HL [1]
• Even a mild or moderate HL affects the integrity of the auditory pathway, with
long-term effects that begin to reveal themselves throughout adolescence.
• Suggests changes in the way (or where) sounds are processed in the brains of
children with MMHL as they grow older
[1] Halliday et al., in prep
General discussion
• Could this be because other sensory information (e.g., vision) are becoming
increasingly more important for children with MMHL?
Acknowledgments
Outi Tuomainen
Stuart Rosen Lorna Halliday
WEB: ucl.ac.uk/silva/icl
Ana Campos
@axellecalcus
@ICL_UCL
Acknowledgments
Outi Tuomainen
Stuart Rosen Lorna Halliday
WEB: ucl.ac.uk/silva/icl
Ana Campos
@axellecalcus
@ICL_UCL
Acknowledgments
Outi Tuomainen
Stuart Rosen Lorna Halliday
WEB: ucl.ac.uk/silva/icl
Thank you !
Ana Campos
@axellecalcus
@ICL_UCL

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Outreach Sept 2018: Axelle Calcus

  • 1. Electrophysiological measures of auditory processing Axelle Calcus
  • 2. Mild to Moderate Hearing Loss (MMHL) [1] Halliday et al., 2017
  • 3. Mild to Moderate Hearing Loss (MMHL) • Prevalence: 1.46/1000 live births [1] Halliday et al., 2017
  • 4. Mild to Moderate Hearing Loss (MMHL) • Prevalence: 1.46/1000 live births • Mild (21-40 dB) to moderate (41-70 dB) sensorineural hearing loss [1] Halliday et al., 2017
  • 5. Mild to Moderate Hearing Loss (MMHL) • Prevalence: 1.46/1000 live births • Mild (21-40 dB) to moderate (41-70 dB) sensorineural hearing loss • Residual hearing… [1] Halliday et al., 2017
  • 6. Mild to Moderate Hearing Loss (MMHL) • Prevalence: 1.46/1000 live births • Mild (21-40 dB) to moderate (41-70 dB) sensorineural hearing loss • Residual hearing… • … yet, deficits in general auditory processing and risk of language difficulties [1] Halliday et al., 2017
  • 7. Mild to Moderate Hearing Loss (MMHL) • Prevalence: 1.46/1000 live births • Mild (21-40 dB) to moderate (41-70 dB) sensorineural hearing loss • Residual hearing… • … yet, deficits in general auditory processing and risk of language difficulties • How does peripheral impairment affect central processing of sounds in children with MMHL? [1] Halliday et al., 2017
  • 8. The Auditory Pathway in 1 minute
  • 11. • Approximately 100-150 billion neurons in the human brain. • Neurons make up only 10% of the cells in our brain • Synapses: sending and receiving information to/from other neurons • EEG signal originates from the synaptic currents that last usually for 10-100 ms. The neurophysiological brain
  • 12. • Approximately 100-150 billion neurons in the human brain. • Neurons make up only 10% of the cells in our brain • Synapses: sending and receiving information to/from other neurons • EEG signal originates from the synaptic currents that last usually for 10-100 ms. The neurophysiological brain
  • 13. Introduction to EEG: basics • Simultaneous activity of large populations of neurons • Neural populations have to be aligned in a parallel orientation summation
  • 14. What we measure with EEG EEG is a recording of the brain’s spontaneous electrical activity
  • 15. What we measure with EEG EEG is a recording of the brain’s spontaneous electrical activity
  • 16. Mismatch Negativity (MMN) S S S S S S Time D D
  • 17. Mismatch Negativity (MMN) S S S S S S Time D 14 years-old NH n = 1 D
  • 18. Mismatch Negativity (MMN) S S S S S S Time D 14 years-old NH n = 1 D P1 N1 P2 N2
  • 19. Mismatch Negativity (MMN) S S S S S S Time D 14 years-old NH n = 1 D P1 N1 P2 N2
  • 20. Mismatch Negativity (MMN) S S S S S S Time D n = 1 D P1 N1 P2 N2 8 years-old NH X X
  • 21. MMHL & MMN Oates et al., 2002 In childrenIn adults 65 dB SPL 80 dB SPL 70 dB HL [80-100] dB HL
  • 22. MMHL & MMN Oates et al., 2002 Koravand et al., 2013 In childrenIn adults 65 dB SPL 80 dB SPL 70 dB HL [80-100] dB HL
  • 23. MMHL & MMN Oates et al., 2002 Koravand et al., 2013 In childrenIn adults 65 dB SPL 80 dB SPL 70 dB HL [80-100] dB HL ❌ ✅
  • 24. MMHL & MMN In childrenIn adults 65 dB SPL 80 dB SPL 70 dB HL [80-100] dB HL ❌ ✅ Evaluate developmental effects of MMHL on neural discrimination (MMN) of nonspeech, speechlike and speech sounds.
  • 33. The present study Nonspeech Speechlike Speech
  • 34. The present study Nonspeech Speechlike Speech
  • 35. The present study Nonspeech Speechlike Speech
  • 36. The present study Nonspeech Speechlike Speech
  • 37. Methods Younger [7-11 y-old] Older [12-16 y-old] Total MMHL 23 23 46 CA NH 26 18 44 Total 49 41 90 • Participants • English-speaking children (2011)
  • 38. Methods • Two-deviants oddball paradigm Younger [7-11 y-old] Older [12-16 y-old] Total MMHL 23 23 46 CA NH 26 18 44 Total 49 41 90 • Participants • English-speaking children (2011)
  • 39. Methods • Two-deviants oddball paradigm • 70 dB SPL Younger [7-11 y-old] Older [12-16 y-old] Total MMHL 23 23 46 CA NH 26 18 44 Total 49 41 90 • Participants • English-speaking children (2011)
  • 40. Methods • Two-deviants oddball paradigm • 70 dB SPL • HL children: tested without their hearing aids Younger [7-11 y-old] Older [12-16 y-old] Total MMHL 23 23 46 CA NH 26 18 44 Total 49 41 90 • Participants • English-speaking children (2011)
  • 41. Methods • Two-deviants oddball paradigm • 70 dB SPL • HL children: tested without their hearing aids • Behavioural discrimination Younger [7-11 y-old] Older [12-16 y-old] Total MMHL 23 23 46 CA NH 26 18 44 Total 49 41 90 • Participants • English-speaking children (2011)
  • 42. Methods • Two-deviants oddball paradigm • 70 dB SPL • HL children: tested without their hearing aids • Behavioural discrimination Younger [7-11 y-old] Older [12-16 y-old] Total MMHL 23 23 46 CA NH 26 18 44 Total 49 41 90 • Participants • English-speaking children (2011)
  • 43. Results: Nonspeech n = 24 n = 24 n = 22 n = 20 HL Younger HL Older NH Younger NH Older Standard Large deviant Small deviant
  • 44. Results: Nonspeech n = 24 n = 24 n = 22 n = 20 HL Younger HL Older NH Younger NH Older Standard Large deviant Small deviant
  • 45. Results: Nonspeech n = 24 n = 24 n = 22 n = 20 HL Younger HL Older NH Younger NH Older
  • 46. Results: Nonspeech n = 24 n = 24 n = 22 n = 20 HL Younger HL Older NH Younger NH Older
  • 47. Results: Nonspeech n = 24 n = 24 n = 22 n = 20 HL Younger HL Older NH Younger NH Older
  • 48. Results: Nonspeech n = 24 n = 22 n = 20 HL Younger HL Older NH Younger NH Older
  • 49. Results: Nonspeech n = 24 n = 22 HL Younger HL Older NH Younger NH Older
  • 50. Results: Nonspeech n = 22 HL Younger HL Older NH Younger NH Older
  • 51. Results: Nonspeech HL Younger HL Older NH Younger NH Older
  • 52. Results: Speechlike HL Younger HL Older NH Younger NH Older
  • 53. Results: Speechlike HL Younger HL Older NH Younger NH Older
  • 54. Results: Speechlike HL Younger HL Older NH Younger NH Older
  • 55. Results: Speechlike HL Younger HL Older NH Younger NH Older
  • 56. Results: Speechlike HL Younger HL Older NH Younger NH Older
  • 57. Results: Speech HL Younger HL Older NH Younger NH Older
  • 58. Results: Speech HL Younger HL Older NH Younger NH Older
  • 59. Results: Speech HL Younger HL Older NH Younger NH Older
  • 60. Results: Speech HL Younger HL Older NH Younger NH Older
  • 61. Results: Speech HL Younger HL Older NH Younger NH Older
  • 62. Interim discussion & follow-up • While present in younger children with HL, there was no significant MMN in older HL children, whatever the condition.
  • 63. Interim discussion & follow-up • While present in younger children with HL, there was no significant MMN in older HL children, whatever the condition.
  • 64. Interim discussion & follow-up • While present in younger children with HL, there was no significant MMN in older HL children, whatever the condition. • Interpretation:
  • 65. Interim discussion & follow-up • While present in younger children with HL, there was no significant MMN in older HL children, whatever the condition. • Interpretation: • Sample bias?
  • 66. Interim discussion & follow-up • While present in younger children with HL, there was no significant MMN in older HL children, whatever the condition. • Interpretation: • Sample bias? • Developmental effect of HL on neural discrimination of sounds?
  • 67. Interim discussion & follow-up • While present in younger children with HL, there was no significant MMN in older HL children, whatever the condition. • Interpretation: • Sample bias? • Developmental effect of HL on neural discrimination of sounds?
  • 68. Interim discussion & follow-up • While present in younger children with HL, there was no significant MMN in older HL children, whatever the condition. • Interpretation: • Sample bias? • Developmental effect of HL on neural discrimination of sounds? • A follow-up study was then set up to track how the MMN changes over time in a subset of children with HL.
  • 69. Follow-up methods • Participants: • 14 children with HL from the initial “younger” group (mean age: 15 years-old) • Material: identical to initial experiment • No significant difference in EEG noise floor between the two experiments
  • 70. Results: Nonspeech n = 14 n = 14 n = 14n = 14 NH Older HL Younger HL Younger > Older HL Older
  • 71. Results: Nonspeech n = 14 n = 14 n = 14n = 14 NH Older HL Younger HL Younger > Older HL Older
  • 72. Results: Nonspeech n = 14 n = 14 n = 14n = 14 NH Older HL Younger HL Younger > Older HL Older
  • 73. Results: Speechlike NH Older HL Younger HL Older HL Younger > Older
  • 74. Results: Speech NH Older HL Younger HL Older HL Younger > Older
  • 75. General discussion • While present in younger children with HL, the MMN is absent in older children with HL [1] Halliday et al., in prep
  • 76. General discussion • While present in younger children with HL, the MMN is absent in older children with HL [1] Halliday et al., in prep
  • 77. General discussion • While present in younger children with HL, the MMN is absent in older children with HL • Behavioural tasks: no difference between younger and older children with HL [1] [1] Halliday et al., in prep
  • 78. General discussion • While present in younger children with HL, the MMN is absent in older children with HL • Behavioural tasks: no difference between younger and older children with HL [1] [1] Halliday et al., in prep
  • 79. General discussion • While present in younger children with HL, the MMN is absent in older children with HL • Behavioural tasks: no difference between younger and older children with HL [1] [1] Halliday et al., in prep
  • 80. General discussion • While present in younger children with HL, the MMN is absent in older children with HL • Behavioural tasks: no difference between younger and older children with HL [1] [1] Halliday et al., in prep
  • 81. General discussion • While present in younger children with HL, the MMN is absent in older children with HL • Behavioural tasks: no difference between younger and older children with HL [1] • Even a mild or moderate HL affects the integrity of the auditory pathway, with long-term effects that begin to reveal themselves throughout adolescence. [1] Halliday et al., in prep
  • 82. General discussion • While present in younger children with HL, the MMN is absent in older children with HL • Behavioural tasks: no difference between younger and older children with HL [1] • Even a mild or moderate HL affects the integrity of the auditory pathway, with long-term effects that begin to reveal themselves throughout adolescence. [1] Halliday et al., in prep
  • 83. General discussion • While present in younger children with HL, the MMN is absent in older children with HL • Behavioural tasks: no difference between younger and older children with HL [1] • Even a mild or moderate HL affects the integrity of the auditory pathway, with long-term effects that begin to reveal themselves throughout adolescence. • Suggests changes in the way (or where) sounds are processed in the brains of children with MMHL as they grow older [1] Halliday et al., in prep
  • 84. General discussion • Could this be because other sensory information (e.g., vision) are becoming increasingly more important for children with MMHL?
  • 85. Acknowledgments Outi Tuomainen Stuart Rosen Lorna Halliday WEB: ucl.ac.uk/silva/icl Ana Campos @axellecalcus @ICL_UCL
  • 86. Acknowledgments Outi Tuomainen Stuart Rosen Lorna Halliday WEB: ucl.ac.uk/silva/icl Ana Campos @axellecalcus @ICL_UCL
  • 87. Acknowledgments Outi Tuomainen Stuart Rosen Lorna Halliday WEB: ucl.ac.uk/silva/icl Thank you ! Ana Campos @axellecalcus @ICL_UCL