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In-vivo intracortical myelination
mapping: quantitative morphometry
Seung-Goo KIM
Max Planck Institute for Human Cognitive and Brain Sciences
2016-02-15 CNCC
**Please interrupt me anytime
when you have a question!**
Overview
• Introduction: myeloarchitecture of cortex
• Methods: T1w/T2w, MP2RAGE, & multicontrast imaging
• Application: auditory cortex of musicians with absolute pitch
Overview
• Introduction: myeloarchitecture of cortex
• Methods: T1w/T2w, MP2RAGE, & multicontrast imaging
• Application: auditory cortex of musicians with absolute pitch
https://en.wikipedia.org/wiki/Neuron
Annese (2004) NI
Vogt (1903)
C Y T O - M Y E L O -
Beck (1928)
Myeloarchitecture of cortex
Nieuwenhuys (2013) Ed. Geyer & Turner
Myeloarchitecture of auditory cortex
Hopf (1954)
(HG)
STG
Physiological relevance of myelin
• Long-range connections (white matter)
• fasten axonal transmissions
• decrease variability of transmission speed thus increasing
synchrony
• Local connections (gray matter)
• reduce cross-talk so that increasing specificity
• prevent neuroplasticity after critical period [1]
[1] McGee et al., 2005
Cortical myelin limits neuroplasticity
• In normal mice, abrupt maturation of
cortical myelin(P40, P60) normally
prohibits experience-driven plasticity
(WOD) [1]
• In mutant mice without a myelin-
associated signal receptor (NgR-/-),
neuroplasticity remained as during
critical period (P20-P32) [1]
[1] McGee et al., 2005
Pxx: postnatal age (days)
MD: monocular deprivation
WT: wild type
WOD:weightedoculardominancescore
Modern cyto-/myeloarchitectonic works (ex-vivo)
Annese (2004) NIMorosan (2001) NI
Modern myeloarchitectonic works (in-vivo)
Dick (2012) CC
Morosan (2001) NI
Age effect

n=1555
Shafee (2015) NI
Cortical myelin & cognitive functions
ERN: Response-onset-locked ERP | incongruent &iIncorrect
STD of RT:
Z(T1w/T2w)
Grydeland (2013) JNSc
Overview
• Introduction: myeloarchitecture of cortex
• Methods: T1w/T2w, MP2RAGE, & multicontrast imaging
• Application: auditory cortex of musicians with absolute pitch
T1w / T2w ratio image
T1w/T2w..?
Glasses & Van Essen (2011) JNSc
b: B0 field bias; x: myelin contrast
Glasses & Van Essen (2011) JNSc
Glasses & Van Essen (2011) JNSc
Quantitative T1 mapping
(relaxometry)
T1 (or R1) mapping
• Longitudinal magnetization time (T1), or
relaxation rate (R1=1/T1) mapping
Geyer et al. (2011) Front Hum Neurosci[1] Eickhoff et al. (2005) Hum Brain Mapp
• R1 (=1/T1) corr. myelin
Stüber et al., 2014
Ex-vivo validation of relaxometry
Multicontrast imaging
Callaghan (2014) NBA
Effect of aging (myelin decrease, iron increase)
Callaghan (2014) NBA
Iron+
myelin-
Callaghan (2014) NBA
Overview
• Introduction: myeloarchitecture of cortex
• Methods: T1w/T2w, MP2RAGE, & multicontrast imaging
• Application: auditory cortex of musicians with absolute pitch
What is absolute pitch (AP)?
• Ability to recognize the name (or pitch chroma) of any given
tone (“C4” or “G#3”) without an external reference
• Rarely acquired ability (7% of Western musicians, 30% of East
Asian musicians [1])
• Related to early musical experience (4~7 year-old [2]) and a
training method (“fixed-Do”) that encourages absolute
recognition of tones [3]
[1] Miyazaki, 2004 [2] Zatorre, 2003 [3] Willson et al., 2012
Macroscopic findings related to AP
• Structural and functional
differences in auditory cortex
(HG, PT) [1~4] and prefrontal
cortex (DLPFC) in right
hemisphere [4,5]
• Unknown microstructures (i.e.,
what do those neurons do to
enable AP?)
[1] Keenan et al., 2001 [2] Wengenroth et al., 2014 [3] Ohnishi et al., 2001 [4] Dohn et al., 2015 

[5] Zatorre et al., 1998
DLPFC
HG
PT
http://clipartbest.com/
Methods
• 8 absolute pitch (AP) musicians vs. 9 non-AP musicians
• MP2RAGE (0.7-mm-isovoxel) for R1 mapping for myelin quantification
• Surface-based analysis (FWHM = 7 mm); RFT-based correction
Kim & Knösche (in revision)
Kim & Knösche (in revision)
Pitch chroma vs. pitch height
Warren et al., 2003
• APs’ behaviors shows higher
sensitivity to pitch chroma [1]
• PP is sensitive to pitch chroma [2]
and related to auditory object
recognition [3,4]
• And greater cortical myelin in the
right PP in APs [5], which prohibits
plasticity after the critical period [6]
• Conjecture: “Recognition of pitch
chroma may occur as an auditory
object recognition”
DLPFC
PP
PT
Ventral pathway for pitch chroma
HG
[1] Miyazaki, 1998 [2] Warren et al., 2003 [3] Zatorre et al., 2004 [4] Kriegstein et al., 2006 [5] Kim et al., 2015
http://clipartbest.com/
Now time for discussion! :)

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In-vivo intracortical myelination mapping: quantitative morphometry

  • 1. In-vivo intracortical myelination mapping: quantitative morphometry Seung-Goo KIM Max Planck Institute for Human Cognitive and Brain Sciences 2016-02-15 CNCC
  • 2. **Please interrupt me anytime when you have a question!**
  • 3. Overview • Introduction: myeloarchitecture of cortex • Methods: T1w/T2w, MP2RAGE, & multicontrast imaging • Application: auditory cortex of musicians with absolute pitch
  • 4. Overview • Introduction: myeloarchitecture of cortex • Methods: T1w/T2w, MP2RAGE, & multicontrast imaging • Application: auditory cortex of musicians with absolute pitch
  • 7. Vogt (1903) C Y T O - M Y E L O - Beck (1928) Myeloarchitecture of cortex Nieuwenhuys (2013) Ed. Geyer & Turner
  • 8. Myeloarchitecture of auditory cortex Hopf (1954) (HG) STG
  • 9. Physiological relevance of myelin • Long-range connections (white matter) • fasten axonal transmissions • decrease variability of transmission speed thus increasing synchrony • Local connections (gray matter) • reduce cross-talk so that increasing specificity • prevent neuroplasticity after critical period [1] [1] McGee et al., 2005
  • 10. Cortical myelin limits neuroplasticity • In normal mice, abrupt maturation of cortical myelin(P40, P60) normally prohibits experience-driven plasticity (WOD) [1] • In mutant mice without a myelin- associated signal receptor (NgR-/-), neuroplasticity remained as during critical period (P20-P32) [1] [1] McGee et al., 2005 Pxx: postnatal age (days) MD: monocular deprivation WT: wild type WOD:weightedoculardominancescore
  • 11. Modern cyto-/myeloarchitectonic works (ex-vivo) Annese (2004) NIMorosan (2001) NI
  • 12. Modern myeloarchitectonic works (in-vivo) Dick (2012) CC Morosan (2001) NI
  • 14. Cortical myelin & cognitive functions ERN: Response-onset-locked ERP | incongruent &iIncorrect STD of RT: Z(T1w/T2w) Grydeland (2013) JNSc
  • 15. Overview • Introduction: myeloarchitecture of cortex • Methods: T1w/T2w, MP2RAGE, & multicontrast imaging • Application: auditory cortex of musicians with absolute pitch
  • 16. T1w / T2w ratio image
  • 17. T1w/T2w..? Glasses & Van Essen (2011) JNSc b: B0 field bias; x: myelin contrast
  • 18. Glasses & Van Essen (2011) JNSc
  • 19. Glasses & Van Essen (2011) JNSc
  • 21. T1 (or R1) mapping • Longitudinal magnetization time (T1), or relaxation rate (R1=1/T1) mapping Geyer et al. (2011) Front Hum Neurosci[1] Eickhoff et al. (2005) Hum Brain Mapp • R1 (=1/T1) corr. myelin
  • 22. Stüber et al., 2014 Ex-vivo validation of relaxometry
  • 25. Effect of aging (myelin decrease, iron increase) Callaghan (2014) NBA Iron+ myelin- Callaghan (2014) NBA
  • 26. Overview • Introduction: myeloarchitecture of cortex • Methods: T1w/T2w, MP2RAGE, & multicontrast imaging • Application: auditory cortex of musicians with absolute pitch
  • 27. What is absolute pitch (AP)? • Ability to recognize the name (or pitch chroma) of any given tone (“C4” or “G#3”) without an external reference • Rarely acquired ability (7% of Western musicians, 30% of East Asian musicians [1]) • Related to early musical experience (4~7 year-old [2]) and a training method (“fixed-Do”) that encourages absolute recognition of tones [3] [1] Miyazaki, 2004 [2] Zatorre, 2003 [3] Willson et al., 2012
  • 28. Macroscopic findings related to AP • Structural and functional differences in auditory cortex (HG, PT) [1~4] and prefrontal cortex (DLPFC) in right hemisphere [4,5] • Unknown microstructures (i.e., what do those neurons do to enable AP?) [1] Keenan et al., 2001 [2] Wengenroth et al., 2014 [3] Ohnishi et al., 2001 [4] Dohn et al., 2015 
 [5] Zatorre et al., 1998 DLPFC HG PT http://clipartbest.com/
  • 29. Methods • 8 absolute pitch (AP) musicians vs. 9 non-AP musicians • MP2RAGE (0.7-mm-isovoxel) for R1 mapping for myelin quantification • Surface-based analysis (FWHM = 7 mm); RFT-based correction
  • 30. Kim & Knösche (in revision)
  • 31. Kim & Knösche (in revision)
  • 32. Pitch chroma vs. pitch height Warren et al., 2003
  • 33. • APs’ behaviors shows higher sensitivity to pitch chroma [1] • PP is sensitive to pitch chroma [2] and related to auditory object recognition [3,4] • And greater cortical myelin in the right PP in APs [5], which prohibits plasticity after the critical period [6] • Conjecture: “Recognition of pitch chroma may occur as an auditory object recognition” DLPFC PP PT Ventral pathway for pitch chroma HG [1] Miyazaki, 1998 [2] Warren et al., 2003 [3] Zatorre et al., 2004 [4] Kriegstein et al., 2006 [5] Kim et al., 2015 http://clipartbest.com/
  • 34. Now time for discussion! :)