Neuroanatomical spatial patterns in Turner syndrome

NeuroImage

Volumn 55, Issue 2, 2011, Pages 439-447

  Marzelli, Matthew J ^a   Hoeft, Fumiko ^a   Hong, David S ^a   Reiss, Allan L ^a  

^a STANFORD UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Neuroimaging; Pattern classification; Support vector machine (SVM); Turner syndrome; Voxel based morphometry (VBM)

Indexed keywords

ACCURACY; ANATOMICAL VARIATION; ARTICLE; CAUDATE NUCLEUS; CHILD; CLASSIFIER; CLINICAL ARTICLE; CONTROLLED STUDY; CUNEUS; FEMALE; GRAY MATTER; HIPPOCAMPUS; HUMAN; INSULA; MIDDLE TEMPORAL GYRUS; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; ORBITAL CORTEX; POSTCENTRAL GYRUS; PRESCHOOL CHILD; PRIMARY MOTOR CORTEX; PRIORITY JOURNAL; SCHOOL CHILD; SENSITIVITY AND SPECIFICITY; SUPERIOR TEMPORAL GYRUS; SUPPORT VECTOR MACHINE; SUPRAMARGINAL GYRUS; TURNER SYNDROME; VOXEL BASED MORPHOMETRY;

BRAIN; CHILD; FEMALE; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; TURNER SYNDROME;

EID: 79551581624     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2010.12.054     Document Type: Article

References (43)

1. Ashburner J. A fast diffeomorphic image registration algorithm. Neuroimage 2007, 38:95-113.
2. Ashburner J., Friston K.J. Voxel-based morphometry-the methods. Neuroimage 2000, 11:805-821.
3. Ashburner J., Friston K.J. Unified segmentation. Neuroimage 2005, 26:839-851.
4. Brown W.E., Kesler S.R., Eliez S., Warsofsky I.S., Haberecht M., Patwardhan A., Ross J.L., Neely E.K., Zeng S.M., Yankowitz J., Reiss A.L. Brain development in Turner syndrome: a magnetic resonance imaging study. Psychiatry Res. 2002, 116:187-196.
5. Brown W.E., Kesler S.R., Eliez S., Warsofsky I.S., Haberecht M., Reiss A.L. A volumetric study of parietal lobe subregions in Turner syndrome. Dev. Med. Child Neurol. 2004, 46:607-609.
6. Cutter W.J., Daly E.M., Robertson D.M., Chitnis X.A., van Amelsvoort T.A., Simmons A., Ng V.W., Williams B.S., Shaw P., Conway G.S., Skuse D.H., Collier D.A., Craig M., Murphy D.G. Influence of X chromosome and hormones on human brain development: a magnetic resonance imaging and proton magnetic resonance spectroscopy study of Turner syndrome. Biol. Psychiatry 2006, 59:273-283.
7. Ecker C., Rocha-Rego V., Johnston P., Mourao-Miranda J., Marquand A., Daly E.M., Brammer M.J., Murphy C., Murphy D.G. Investigating the predictive value of whole-brain structural MR scans in autism: a pattern classification approach. Neuroimage 2010, 49:44-56.
8. Etkin A., Prater K.E., Schatzberg A.F., Menon V., Greicius M.D. Disrupted amygdalar subregion functional connectivity and evidence of a compensatory network in generalized anxiety disorder. Arch. Gen. Psychiatry 2009, 66:1361-1372.
9. Giedd J.N., Vaituzis A.C., Hamburger S.D., Lange N., Rajapakse J.C., Kaysen D., Vauss Y.C., Rapoport J.L. Quantitative MRI of the temporal lobe, amygdala, and hippocampus in normal human development: ages 4-18years. J. Comp. Neurol. 1996, 366:223-230.
10. Good C.D., Lawrence K., Thomas N.S., Price C.J., Ashburner J., Friston K.J., Frackowiak R.S., Oreland L., Skuse D.H. Dosage-sensitive X-linked locus influences the development of amygdala and orbitofrontal cortex, and fear recognition in humans. Brain 2003, 126:2431-2446.
11. Gravholt C.H. Clinical practice in Turner syndrome. Nat. Clin. Pract. Endocrinol. Metab. 2005, 1:41-52.
12. Guyon I., Weston J., Barnhill S., Vapnik V. Gene selection for cancer classification using support vector machines. Mach. Learn. 2002, 46:389-422.
13. Haberecht M.F., Menon V., Warsofsky I.S., White C.D., Dyer-Friedman J., Glover G.H., Neely E.K., Reiss A.L. Functional neuroanatomy of visuo-spatial working memory in Turner syndrome. Hum. Brain Mapp. 2001, 14:96-107.
14. Hayasaka S., Phan K.L., Liberzon I., Worsley K.J., Nichols T.E. Nonstationary cluster-size inference with random field and permutation methods. Neuroimage 2004, 22:676-687.
15. Hoeft F., Lightbody A.A., Hazlett H.C., Patnaik S., Piven J., Reiss A.L. Morphometric spatial patterns differentiating boys with fragile X syndrome, typically developing boys, and developmentally delayed boys aged 1 to 3years. Arch. Gen. Psychiatry 2008, 65:1087-1097.
16. Kesler S.R., Blasey C.M., Brown W.E., Yankowitz J., Zeng S.M., Bender B.G., Reiss A.L. Effects of X-monosomy and X-linked imprinting on superior temporal gyrus morphology in Turner syndrome. Biol. Psychiatry 2003, 54:636-646.
17. Kesler S.R., Garrett A., Bender B., Yankowitz J., Zeng S.M., Reiss A.L. Amygdala and hippocampal volumes in Turner syndrome: a high-resolution MRI study of X-monosomy. Neuropsychologia 2004, 42:1971-1978.
18. Kesler S.R., Menon V., Reiss A.L. Neuro-functional differences associated with arithmetic processing in Turner syndrome. Cereb. Cortex 2006, 16:849-856.
19. Kloppel S., Stonnington C.M., Barnes J., Chen F., Chu C., Good C.D., Mader I., Mitchell L.A., Patel A.C., Roberts C.C., Fox N.C., Jack C.R., Ashburner J., Frackowiak R.S. Accuracy of dementia diagnosis: a direct comparison between radiologists and a computerized method. Brain 2008, 131:2969-2974.
20. Kloppel S., Stonnington C.M., Chu C., Draganski B., Scahill R.I., Rohrer J.D., Fox N.C., Jack C.R., Ashburner J., Frackowiak R.S. Automatic classification of MR scans in Alzheimer's disease. Brain 2008, 131:681-689.
21. Lawrence K., Kuntsi J., Coleman M., Campbell R., Skuse D. Face and emotion recognition deficits in Turner syndrome: a possible role for X-linked genes in amygdala development. Neuropsychology 2003, 17:39-49.
22. Mazzocco M.M., Baumgardner T., Freund L.S., Reiss A.L. Social functioning among girls with fragile X or Turner syndrome and their sisters. J. Autism Dev. Disord. 1998, 28:509-517.
23. Molko N., Cachia A., Riviere D., Mangin J.F., Bruandet M., LeBihan D., Cohen L., Dehaene S. Brain anatomy in Turner syndrome: evidence for impaired social and spatial-numerical networks. Cereb. Cortex 2004, 14:840-850.
24. Mourao-Miranda J., Reynaud E., McGlone F., Calvert G., Brammer M. The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data. Neuroimage 2006, 33:1055-1065.
25. Murphy D.G., Allen G., Haxby J.V., Largay K.A., Daly E., White B.J., Powell C.M., Schapiro M.B. The effects of sex steroids, and the X chromosome, on female brain function: a study of the neuropsychology of adult Turner syndrome. Neuropsychologia 1994, 32:1309-1323.
26. Nguyen D.K., Disteche C.M. High expression of the mammalian X chromosome in brain. Brain Res. 2006, 1126:46-49.
27. Nijhuis-van der Sanden R.W., Smits-Engelsman B.C., Eling P.A. Motor performance in girls with Turner syndrome. Dev. Med. Child Neurol. 2000, 42:685-690.
28. Patwardhan A.J., Eliez S., Warsofsky I.S., Glover G.H., White C.D., Giedd J.N., Peterson B.S., Rojas D.C., Reiss A.L. Effects of image orientation on the comparability of pediatric brain volumes using three-dimensional MR data. J. Comput. Assist. Tomogr. 2001, 25:452-457.
29. Raznahan A., Cutter W., Lalonde F., Robertson D., Daly E., Conway G.S., Skuse D.H., Ross J., Lerch J.P., Giedd J.N., Murphy D.D. Cortical anatomy in human X monosomy. Neuroimage 2010, 49:2915-2923.
30. Reiss A.L., Mazzocco M.M., Greenlaw R., Freund L.S., Ross J.L. Neurodevelopmental effects of X monosomy: a volumetric imaging study. Ann. Neurol. 1995, 38:731-738.
31. Seeley W.W., Menon V., Schatzberg A.F., Keller J., Glover G.H., Kenna H., Reiss A.L., Greicius M.D. Dissociable intrinsic connectivity networks for salience processing and executive control. J. Neurosci. 2007, 27:2349-2356.
32. Skuse D.H., Morris J.S., Dolan R.J. Functional dissociation of amygdala-modulated arousal and cognitive appraisal, in Turner syndrome. Brain 2005, 128:2084-2096.
33. Stonnington C.M., Tan G., Kloppel S., Chu C., Draganski B., Jack C.R., Chen K., Ashburner J., Frackowiak R.S. Interpreting scan data acquired from multiple scanners: a study with Alzheimer's disease. Neuroimage 2008, 39:1180-1185.
34. Talairach J., Tournoux P. Co-Planar Stereotaxic Atlas of the Human Brain: 3-Dimensional Proportional System-An Approach to Cerebral Imaging 1988, Thieme Medical Publishers, New York.
35. Tamm L., Menon V., Reiss A.L. Abnormal prefrontal cortex function during response inhibition in Turner syndrome: functional magnetic resonance imaging evidence. Biol. Psychiatry 2003, 53:107-111.
36. Temple C.M. Oral fluency and narrative production in children with Turner's syndrome. Neuropsychologia 2002, 40:1419-1427.
37. Temple C.M., Carney R. Reading skills in children with Turner's syndrome: an analysis of hyperlexia. Cortex 1996, 32:335-345.
38. Wechsler D. Wechsler Intelligence Scale for Children-Third Edition (WISC-III) 1991, The Psychological Corporation, San Antonio, TX.
39. Wechsler D. Wechsler Adult Intelligence Scale-Third Edition (WAIS-III) 1997, The Psychological Corporation, San Antonio, TX.
40. Wechsler D. Wechsler Intelligence Scale for Children-Fourth Edition (WISC-IV) 2003, The Psychological Corporation, San Antonio, TX.
41. Worsley K.J., Andermann M., Koulis T., MacDonald D., Evans A.C. Detecting changes in nonisotropic images. Hum. Brain Mapp. 1999, 8:98-101.
42. Xu J., Disteche C.M. Sex differences in brain expression of X- and Y-linked genes. Brain Res. 2006, 1126:50-55.
43. Zhang Y., Brady M., Smith S. Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE Trans. Med. Imaging 2001, 20:45-57.