Quantitative comparison and analysis of sulcal patterns using sulcal graph matching: A twin study

NeuroImage

Volumn 57, Issue 3, 2011, Pages 1077-1086

  Im, Kiho ^a   Pienaar, Rudolph ^a   Lee, Jong Min ^b   Seong, Joon Kyung ^c   Choi, Yu Yong ^b   Lee, Kun Ho ^d   Grant, P Ellen ^a  

^a BOSTON CHILDREN S HOSPITAL   (United States)

^b Hanyang University   (South Korea)

^c Soongsil University   (South Korea)

^d Chosun University   (South Korea)

Author keywords

Graph matching; Sulcal pattern; Sulcal pit; Twin

Indexed keywords

ADULT; ARTICLE; BRAIN CORTEX; BRAIN DEVELOPMENT; BRAIN FUNCTION; CINGULATE GYRUS; CONTROLLED STUDY; FEMALE; FRONTAL LOBE; GEOMETRY; HEMISPHERE; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; IMAGE RECONSTRUCTION; MALE; MONOZYGOTIC TWINS; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; OCCIPITAL LOBE; PARIETAL LOBE; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; TEMPORAL LOBE;

ADOLESCENT; ALGORITHMS; BRAIN MAPPING; CEREBRAL CORTEX; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MATCHED-PAIR ANALYSIS; TWINS, MONOZYGOTIC; YOUNG ADULT;

EID: 79959709379     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2011.04.062     Document Type: Article

References (50)

1. Armstrong E., Schleicher A., Omran H., Curtis M., Zilles K. The ontogeny of human gyrification. Cereb. Cortex 1995, 5:56-63.
2. Besl P., McKay N. A method for registration of 3-D shapes. IEEE Trans. Pattern Anal. Mach. Intell. 1992, 14:239-256.
3. Biondi A., Nogueira H., Dormont D., Duyme M., Hasboun D., Zouaoui A., Chantome M., Marsault C. Are the brains of monozygotic twins similar? A three-dimensional MR study. AJNR. Am. J. Neuroradiol. 1998, 19:1361-1367.
4. Cachia A., Paillere-Martinot M.L., Galinowski A., Januel D., de Beaurepaire R., Bellivier F., Artiges E., Andoh J., Bartres-Faz D., Duchesnay E., Riviere D., Plaze M., Mangin J.F., Martinot J.L. Cortical folding abnormalities in schizophrenia patients with resistant auditory hallucinations. Neuroimage 2008, 39:927-935.
5. Chui H., Rangarajan A. A new point matching algorithm for non-rigid registration. Comput. Vis. Image Underst. 2003, 89:114-141.
6. Chung M.K., Worsley K.J., Robbins S., Paus T., Taylor J., Giedd J.N., Rapoport J.L., Evans A.C. Deformation-based surface morphometry applied to gray matter deformation. Neuroimage 2003, 18:198-213.
7. Clark G.D. Cerebral gyral dysplasias: molecular genetics and cell biology. Curr. Opin. Neurol. 2001, 14:157-162.
8. Cormen T.H., Leiserson C.E., Rivest R.L., Stein C. Introduction to Algorithms 2001, The MIT Press. 2nd ed.
9. Cykowski M.D., Coulon O., Kochunov P.V., Amunts K., Lancaster J.L., Laird A.R., Glahn D.C., Fox P.T. The central sulcus: an observer-independent characterization of sulcal landmarks and depth asymmetry. Cereb. Cortex 2008, 18:1999-2009.
10. Cykowski M.D., Kochunov P.V., Ingham R.J., Ingham J.C., Mangin J.F., Riviere D., Lancaster J.L., Fox P.T. Perisylvian sulcal morphology and cerebral asymmetry patterns in adults who stutter. Cereb. Cortex 2008, 18:571-583.
11. Dale A.M., Fischl B., Sereno M.I. Cortical surface-based analysis. I. Segmentation and surface reconstruction. Neuroimage 1999, 9:179-194.
12. Desikan R.S., Segonne F., Fischl B., Quinn B.T., Dickerson B.C., Blacker D., Buckner R.L., Dale A.M., Maguire R.P., Hyman B.T., Albert M.S., Killiany R.J. An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. Neuroimage 2006, 31:968-980.
13. Fischl B., Liu A., Dale A.M. Automated manifold surgery: constructing geometrically accurate and topologically correct models of the human cerebral cortex. IEEE Trans. Med. Imaging 2001, 20:70-80.
14. Fischl B., Rajendran N., Busa E., Augustinack J., Hinds O., Yeo B.T., Mohlberg H., Amunts K., Zilles K. Cortical folding patterns and predicting cytoarchitecture. Cereb. Cortex 2008, 18:1973-1980.
15. Fischl B., Sereno M.I., Dale A.M. Cortical surface-based analysis. II: Inflation, flattening, and a surface-based coordinate system. Neuroimage 1999, 9:195-207.
16. Fischl B., van der Kouwe A., Destrieux C., Halgren E., Segonne F., Salat D.H., Busa E., Seidman L.J., Goldstein J., Kennedy D., Caviness V., Makris N., Rosen B., Dale A.M. Automatically parcellating the human cerebral cortex. Cereb. Cortex 2004, 14:11-22.
17. Fornito A., Malhi G.S., Lagopoulos J., Ivanovski B., Wood S.J., Velakoulis D., Saling M.M., McGorry P.D., Pantelis C., Yucel M. In vivo evidence for early neurodevelopmental anomaly of the anterior cingulate cortex in bipolar disorder. Acta Psychiatr. Scand. 2007, 116:467-472.
18. Gaitanis J.N., Walsh C.A. Genetics of disorders of cortical development. Neuroimaging Clin. N. Am. 2004, 14:219-229. viii.
19. Hill J., Dierker D., Neil J., Inder T., Knutsen A., Harwell J., Coalson T., Van Essen D. A surface-based analysis of hemispheric asymmetries and folding of cerebral cortex in term-born human infants. J. Neurosci. 2010, 30:2268-2276.
20. Im K., Choi Y.Y., Yang J.J., Lee K.H., Kim S.I., Grant P.E., Lee J.M. The relationship between the presence of sulcal pits and intelligence in human brains. Neuroimage 2011, 55:1490-1496.
21. Im K., Jo H.J., Mangin J.F., Evans A.C., Kim S.I., Lee J.M. Spatial distribution of deep sulcal landmarks and hemispherical asymmetry on the cortical surface. Cereb. Cortex 2010, 20:602-611.
22. Im K., Lee J.M., Lyttelton O., Kim S.H., Evans A.C., Kim S.I. Brain size and cortical structure in the adult human brain. Cereb. Cortex 2008, 18:2181-2191.
23. Im K., Lee J.M., Yoon U., Shin Y.W., Hong S.B., Kim I.Y., Kwon J.S., Kim S.I. Fractal dimension in human cortical surface: multiple regression analysis with cortical thickness, sulcal depth, and folding area. Hum. Brain Mapp. 2006, 27:994-1003.
24. Kikinis R., Shenton M.E., Gerig G., Hokama H., Haimson J., O'Donnell B.F., Wible C.G., McCarley R.W., Jolesz F.A. Temporal lobe sulco-gyral pattern anomalies in schizophrenia: an in vivo MR three-dimensional surface rendering study. Neurosci. Lett. 1994, 182:7-12.
25. Kim H., Bernasconi N., Bernhardt B., Colliot O., Bernasconi A. Basal temporal sulcal morphology in healthy controls and patients with temporal lobe epilepsy. Neurology 2008, 70:2159-2165.
26. Klyachko V.A., Stevens C.F. Connectivity optimization and the positioning of cortical areas. Proc Natl Acad Sci USA 2003, 100:7937-7941.
27. Kochunov P., Glahn D.C., Fox P.T., Lancaster J.L., Saleem K., Shelledy W., Zilles K., Thompson P.M., Coulon O., Mangin J.F., Blangero J., Rogers J. Genetics of primary cerebral gyrification: heritability of length, depth and area of primary sulci in an extended pedigree of Papio baboons. Neuroimage In Press 2010.
28. Le Goualher G., Argenti A.M., Duyme M., Baare W.F., Hulshoff Pol H.E., Boomsma D.I., Zouaoui A., Barillot C., Evans A.C. Statistical sulcal shape comparisons: application to the detection of genetic encoding of the central sulcus shape. Neuroimage 2000, 11:564-574.
29. Leingartner A., Thuret S., Kroll T.T., Chou S.J., Leasure J.L., Gage F.H., O'Leary D.D. Cortical area size dictates performance at modality-specific behaviors. Proc Natl Acad Sci USA 2007, 104:4153-4158.
30. Leordeanu M., Hebert M. A spectral technique for correspondence problems using pairwise constraints. ICCV '05: Proceedings of the Tenth IEEE International Conference on Computer Vision 2005, 1482-1489. IEEE Computer Society, Washington, DC, USA.
31. Li S., Han Y., Wang D., Yang H., Fan Y., Lv Y., Tang H., Gong Q., Zang Y., He Y. Mapping surface variability of the central sulcus in musicians. Cereb. Cortex 2010, 20:25-33.
32. Lohmann G., von Cramon D.Y., Colchester A.C. Deep sulcal landmarks provide an organizing framework for human cortical folding. Cereb. Cortex 2008, 18:1415-1420.
33. Lohmann G., von Cramon D.Y., Steinmetz H. Sulcal variability of twins. Cereb. Cortex 1999, 9:754-763.
34. Luders E., Thompson P.M., Narr K.L., Toga A.W., Jancke L., Gaser C. A curvature-based approach to estimate local gyrification on the cortical surface. Neuroimage 2006, 29:1224-1230.
35. Lyu I., Seong J.K., Shin S.Y., Im K., Roh J.H., Kim M.J., Kim G.H., Kim J.H., Evans A.C., Na D.L., Lee J.M. Spectral-based automatic labeling and refining of human cortical sulcal curves using expert-provided examples. Neuroimage 2010, 52:142-157.
36. Mangin J.F., Riviere D., Cachia A., Duchesnay E., Cointepas Y., Papadopoulos-Orfanos D., Collins D.L., Evans A.C., Regis J. Object-based morphometry of the cerebral cortex. IEEE Trans. Med. Imaging 2004, 23:968-982.
37. Molko N., Cachia A., Riviere D., Mangin J.F., Bruandet M., Le Bihan D., Cohen L., Dehaene S. Functional and structural alterations of the intraparietal sulcus in a developmental dyscalculia of genetic origin. Neuron 2003, 40:847-858.
38. Nakamura M., Nestor P.G., McCarley R.W., Levitt J.J., Hsu L., Kawashima T., Niznikiewicz M., Shenton M.E. Altered orbitofrontal sulcogyral pattern in schizophrenia. Brain 2007, 130:693-707.
39. O'Leary D.D., Chou S.J., Sahara S. Area patterning of the mammalian cortex. Neuron 2007, 56:252-269.
40. Ochiai T., Grimault S., Scavarda D., Roch G., Hori T., Riviere D., Mangin J.F., Regis J. Sulcal pattern and morphology of the superior temporal sulcus. Neuroimage 2004, 22:706-719.
41. Ono M., Kubik S., Abernathey C.D. Atlas of the Cerebral Sulci 1990, Georg Thieme Verlag, Stuttgart, New York.
42. Pienaar R., Fischl B., Caviness V., Makris N., Grant P.E. A methodology for analyzing curvature in the developing brain from preterm to adult. Int. J. Imaging Syst. Technol. 2008, 18:42-68.
43. Regis J., Mangin J.F., Ochiai T., Frouin V., Riviere 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. Tokyo 2005, 45:1-17.
44. Segonne F., Dale A.M., Busa E., Glessner M., Salat D., Hahn H.K., Fischl B. A hybrid approach to the skull stripping problem in MRI. Neuroimage 2004, 22:1060-1075.
45. Segonne F., Pacheco J., Fischl B. Geometrically accurate topology-correction of cortical surfaces using nonseparating loops. IEEE Trans. Med. Imaging 2007, 26:518-529.
46. Shim G., Jung W.H., Choi J.S., Jung M.H., Jang J.H., Park J.Y., Choi C.H., Kang D.H., Kwon J.S. Reduced cortical folding of the anterior cingulate cortex in obsessive-compulsive disorder. J. Psychiatry Neurosci. 2009, 34:443-449.
47. Sled J.G., Zijdenbos A.P., Evans A.C. A nonparametric method for automatic correction of intensity nonuniformity in MRI data. IEEE Trans. Med. Imaging 1998, 17:87-97.
48. Sun Z.Y., Perrot M., Tucholka A., Riviere D., Mangin J.F. Constructing a dictionary of human brain folding patterns. Med. Image Comput. Comput. Assist Interv II Lect. Notes Comput. Sci. 2009, 5762:117-124.
49. Sun Z.Y., Riviere D., Poupon F., Regis J., Mangin J.F. Automatic inference of sulcus patterns using 3D moment invariants. Med. Image Comput. Comput. Assist Interv. I Lecture Notes Comput. Sci. 2007, 4791:515-522.
50. Van Essen D.C. A tension-based theory of morphogenesis and compact wiring in the central nervous system. Nature 1997, 385:313-318.