Larger is twistier: Spectral analysis of gyrification (SPANGY) applied to adult brain size polymorphism

NeuroImage

Volumn 63, Issue 3, 2012, Pages 1257-1272

  Germanaud, David ^a,b,h   Lefèvre, Julien ^c,d   Toro, Roberto ^e,f   Fischer, Clara ^b   Dubois, Jessica ^g,h   Hertz Pannier, Lucie ^a,b,h   Mangin, Jean Francois ^b,h  

^a UNIVERSITÉ PARIS DESCARTES   (France)

^b SERVICE HOSPITALIER FRÉDÉRIC JOLIOT   (France)

^c AIX MARSEILLE UNIVERSITY   (France)

^d AIX MARSEILLE UNIV   (France)

^e INSTITUT PASTEUR   (France)

^f INSTITUT PASTEUR   (France)

^g INSERM ^*  (France)

^h NeuroSpin   (France)

Author keywords

Allometry; Computational anatomy; Gyrification; Laplace Beltrami operator; MRI; Segmentation; Spectral analysis

Indexed keywords

ADULT; ALLOMETRY; ARTICLE; BRAIN COMPUTER INTERFACE; BRAIN FUNCTION; BRAIN SIZE; CONTROLLED STUDY; CORTICAL FOLDING PATTERN; CORTICAL SYNCHRONIZATION; FEMALE; GRAY MATTER; HUMAN; HUMAN EXPERIMENT; HUMAN TISSUE; MALE; MATHEMATICAL ANALYSIS; NORMAL HUMAN; POWER ANALYSIS; PRIORITY JOURNAL; SPECTRAL ANALYSIS OF GYRIFICATION; SPECTRAL SENSITIVITY; SPECTROSCOPY; WHITE MATTER;

ADOLESCENT; ADULT; ALGORITHMS; BRAIN; BRAIN MAPPING; FEMALE; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; SOFTWARE; YOUNG ADULT;

EID: 84866177898     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2012.07.053     Document Type: Article

References (47)

1. Armstrong E., Schleicher A., Omran H., Curtis M., Zilles K. The ontogeny of human gyrification. Cereb. Cortex 1995, 5:56.
2. Arnoldi Package, http://www.caam.rice.edu/software/ARPACK/.
3. Berger M. A Panoramic View of Riemannian Geometry 2003, Springer Verlag.
4. BrainVisa Software, http://www.brainvisa.info/.
5. Cachia A., Mangin J., Riviere D., Kherif F., Boddaert N., Andrade A., Papadopoulos-Orfanos D., Poline J., Bloch I., Zilbovicius M., et al. A primal sketch of the cortex mean curvature: a morphogenesis based approach to study the variability of the folding patterns. IEEE Trans. Med. Imaging 2003, 22:754-765.
6. Cachia A., Paillère-Martinot M., Galinowski A., Januel D., de Beaurepaire R., Bellivier F., Artiges E., Andoh J., Bartrés-Faz D., Duchesnay E. Cortical folding abnormalities in schizophrenia patients with resistant auditory hallucinations. NeuroImage 2008, 39:927-935.
7. Chi J., Dooling E., Gilles F. Gyral development of the human brain. Ann. Neurol. 1977, 1:86-93.
8. Cho Y., Seong J., Jeong Y., Shin S. Individual subject classification for Alzheimer's disease based on incremental learning using a spatial frequency representation of cortical thickness data. NeuroImage 2012, 59:2217-2230.
9. Chung M., Hartley R., Dalton K., Davidson R. Encoding cortical surface by spherical harmonics. Stat. Sin. 2008, 18:1269-1291.
10. Crampin E., Gaffney E., Maini P. Reaction and diffusion on growing domains: scenarios for robust pattern formation. Bull. Math. Biol. 1999, 61:1093-1120.
11. Cykowski M., Coulon O., Kochunov P., Amunts K., Lancaster J., Laird A., Glahn D., Fox P. The central sulcus: an observer-independent characterization of sulcal landmarks and depth asymmetry. Cereb. Cortex 2008, 18:1999.
12. Dale A., Fischl B., Sereno M. Cortical surface-based analysis* 1: I. Segmentation and surface reconstruction. NeuroImage 1999, 9:179-194.
13. Desbrun M., Meyer M., Schröder P., Barr A.H. Implicit fairing of irregular meshes using diffusion and curvature flow. Proceedings of the 26th annual conference on Computer graphics and interactive techniques 1999, 317-324.
14. Fischl B., Rajendran N., Busa E., Augustinack J., Hinds O., Yeo B., Mohlberg H., Amunts K., Zilles K. Cortical folding patterns and predicting cytoarchitecture. Cereb. Cortex 2007, 18:1973-1980.
15. Gronenschild E., Habets P., Jacobs H., Mengelers R., Rozendaal N., van Os J., Marcelis M. The effects of freesurfer version, workstation type, and Macintosh operating system version on anatomical volume and cortical thickness measurements. PLoS One 2012, 7:e38234.
16. Gu X., Wang Y., Chan T., Thompson P., Yau S. Genus zero surface conformal mapping and its application to brain surface mapping. IEEE Trans. Med. Imaging 2004, 23:949-958.
17. Hübsch T., Tittgemeyer M. Multi-scale analysis of brain surface data. Mathematical Modeling of Biological Systems 2008, Volume II:255-263.
18. Im K., Lee J., Lyttelton O., Kim S., Evans A., Kim S. Brain size and cortical structure in the adult human brain. Cereb. Cortex 2008, 18:2181.
19. Knossow D., Sharma A., Mateus D., Horaud R. Inexact matching of large and sparse graphs using Laplacian eigenvectors. Graph-Based Representations in Pattern Recognition 2009, 144-153.
20. Kruggel F. Robust parametrization of brain surface meshes. Med. Image Anal. 2008, 12:291-299.
21. Lai R., Shi Y., Dinov I., Chan T., Toga A. Laplace-Beltrami nodal counts: a new signature for 3d shape analysis. IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI'09 2009, 694-697.
22. Lefèvre J., Germanaud D., Fischer C., Toro R., Rivière D., Coulon O. Fast surface-based measurements using first eigenfunction of the Laplace-Beltrami operator: interest for sulcal description. IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI'12 2012.
23. Lévy B. Laplace-Beltrami eigenfunctions towards an algorithm that understands geometry. Shape Modeling and Applications, 2006. SMI 2006. IEEE International Conference on, IEEE 2006, 13-20.
24. Lombaert H., Grady L., Polimeni J., Cheriet F. Fast brain matching with spectral correspondence. Information Processing in Medical Imaging 2011, 660-673. Springer.
25. Luders E., Narr K., Thompson P., Rex D., Jancke L., Steinmetz H., Toga A. Gender differences in cortical complexity. Nat. Neurosci. 2004, 7:799-800.
26. Mangin J., Riviere D., Cachia A., Duchesnay E., Cointepas Y., Papadopoulos-Orfanos D., Collins D., Evans A., Régis J. Object-based morphometry of the cerebral cortex. IEEE Trans. Med. Imaging 2004, 23:968-982.
27. Mazziotta J., Toga A., Evans A., Fox P., Lancaster J. A probabilistic atlas of the human brain: theory and rationale for its development: the International Consortium for Brain Mapping (ICBM). NeuroImage 1995, 2:89-101.
28. Milner R. The Encyclopedia of Evolution: Humanity's Search for Its Origins 1990, Holt, New York.
29. Mora T., Boudaoud A. Buckling of swelling gels. Eur. Phys. J. E Soft Matter 2006, 20:119-124.
30. Niethammer M., Reuter M., Wolter F.E., Bouix S., Peinecke N., Koo M.S., Shenton M.E. Global medical shape analysis using the Laplace-Beltrami spectrum. Proceedings of MICCAI 2007, 850-857.
31. Paus T., Otaky N., Caramanos Z., MacDonald D., Zijdenbos A., D'Avirro D., Gutmans D., Holmes C., Tomaiuolo F., Evans A. In vivo morphometry of the intrasulcal gray matter in the human cingulate, paracingulate, and superior-rostra1 sulci: hemispheric asymmetries, gender differences and probability maps. J. Comp. Neurol. 1996, 376:664-673.
32. Prothero J., Sundsten J. Folding of the cerebral cortex in mammals. Brain Behav. Evol. 1984, 24:152-167.
33. Régis J., Mangin J., Ochiai T., Frouin V., Riviére D., Cachia A., Tamura M., Samson Y. "Sulcal root" generic model: a hypothesis to overcome the variability of the human cortex folding patterns. Neurol. Med. Chir. 2005, 45:1-17.
34. Reuter M., Wolter F., Peinecke N. Laplace-Beltrami spectra as [] shape-DNA of surfaces and solids. Comput. Aided Des. 2006, 38:342-366.
35. Richman D., Stewart R., Hutchinson J., Caviness V. Mechanical model of brain convolutional development. Science 1975, 189:18-21.
36. Schaer M., Cuadra M., Tamarit L., Lazeyras F., Eliez S., Thiran J. A surface-based approach to quantify local cortical gyrification. IEEE Trans. Med. Imaging 2008, 27:161-170.
37. Seo S., Chung M. Laplace-Beltrami eigenfunction expansion of cortical manifolds. IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI'11 2011.
38. Striegel D., Hurdal M. Chemically based mathematical model for development of cerebral cortical folding patterns. PLoS Comput. Biol. 2009, 5.
39. Thompson P., Schwartz C., Lin R., Khan A., Toga A. Three-dimensional statistical analysis of sulcal variability in the human brain. J. Neurosci. 1996, 16:4261.
40. Toro R., Perron M., Pike B., Richer L., Veillette S., Pausova Z., Paus T. Brain size and folding of the human cerebral cortex. Cereb. Cortex 2008, 18:2352.
41. Van Essen D., Drury H., Dickson J., Harwell J., Hanlon D., Anderson C. An integrated software system for surface-based analyses of cerebral cortex. J. Am. Med. Inform. Assoc. 2001, 8:443-459.
42. Watkins K., Paus T., Lerch J., Zijdenbos A., Collins D., Neelin P., Taylor J., Worsley K., Evans A. Structural asymmetries in the human brain: a voxel-based statistical analysis of 142 MRI scans. Cereb. Cortex 2001, 11:868.
43. White L., Andrews T., Hulette C., Richards A., Groelle M., Paydarfar J., Purves D. Structure of the human sensorimotor system. I: morphology and cytoarchitecture of the central sulcus. Cereb. Cortex 1997, 7:18.
44. Whitwell J., Crum W., Watt H., Fox N. Normalization of cerebral volumes by use of intracranial volume: implications for longitudinal quantitative MR imaging. Am. J. Neuroradiol. 2001, 22:1483.
45. Yotter R., Nenadic I., Ziegler G., Thompson P., Gaser C. Local cortical surface complexity maps from spherical harmonic reconstructions. NeuroImage 2011, 56(3):961-973.
46. Yousry T., Schmid U., Alkadhi H., Schmidt D., Peraud A., Buettner A., Winkler P. Localization of the motor hand area to a knob on the precentral gyrus. A new landmark. Brain 1997, 120:141-157.
47. Zilles K., Armstrong E., Schleicher A., Kretschmann H. The human pattern of gyrification in the cerebral cortex. Anat. Embryol. 1988, 179:173-179.