Quantitative analysis of brain pathology based on MRI and brain atlases-Applications for cerebral palsy

NeuroImage

Volumn 54, Issue 3, 2011, Pages 1854-1861

  Faria, Andreia V ^a,b   Hoon, Alexander ^c   Stashinko, Elaine ^c   Li, Xin ^a   Jiang, Hangyi ^a,c   Mashayekh, Ameneh ^a   Akhter, Kazi ^a   Hsu, John ^a   Oishi, Kenichi ^a   Zhang, Jiangyang ^a   Miller, Michael I ^a   van Zijl, Peter C M ^a,c   Mori Susumu, S ^a,c  

^a JOHNS HOPKINS UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b UNIVERSITY OF CAMPINAS   (Brazil)

^c KENNEDY KRIEGER INSTITUTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADOLESCENT; ARTICLE; ATLAS; BRAIN FUNCTION; CEREBRAL PALSY; CHILD; CLINICAL ARTICLE; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIFFUSION TENSOR IMAGING; FEMALE; HUMAN; HUMAN TISSUE; MALE; NEUROANATOMY; NEUROPATHOLOGY; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGICAL ANATOMY; POWER ANALYSIS; PRESCHOOL CHILD; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS; RELIABILITY; SCHOOL CHILD; SPINE MALFORMATION; THREE DIMENSIONAL IMAGING;

ATLASES AS TOPIC; BRAIN; BRAIN MAPPING; CEREBRAL PALSY; CHILD; CHILD, PRESCHOOL; DATA INTERPRETATION, STATISTICAL; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; NONLINEAR DYNAMICS; OBSERVER VARIATION;

EID: 78650226545     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2010.09.061     Document Type: Article

References (38)

1. Arzoumanian Y., Mirmiran M., Barnes P.D., Woolley K., Ariagno R.L., Moseley M.E., Fleisher B.E., Atlas S.W. Diffusion tensor brain imaging findings at term-equivalent age may predict neurologic abnormalities in low birth weight preterm infants. Am. J. Neuroradiol. 2003, 24(8):1646-1653.
2. Ashwal S., Russman B.S., Blasco P.A., Miller G., Sandler A., Shevell M., Stevenson R. Practice parameter: diagnostic assessment of the child with cerebral palsy: report of the quality standards subcommittee of the American academy of neurology and the practice committee of the child neurology society. Neurology 2004, 62(6):851-863. Quality Standards Subcommittee of the American Academy of Neurology, Practice Committee of the Child Neurology Society.
3. Fan G.G., Yu B., Quan S.M., Sun B.H., Guo Q.Y. Potential of diffusion tensor MRI in the assessment of periventricular leukomalacia. Clin. Radiol. 2006, 61(4):358-364.
4. Faria A.V., Zhang J., Oishi K., Li X., Jiang H., Akhter K., Hermoye L., Lee S.K., Hoon A., Stachinko E., et al. Atlas-based analysis of neurodevelopment from infancy to adulthood using diffusion tensor imaging and applications for automated abnormality detection. NeuroImage 2010, 52(2):415-428.
5. Glenn O.A., Ludeman N.A., Berman J.I., Wu Y.W., Lu Y., Bartha A.I., Vigneron D.B., Chung S.W., Ferriero D.M., Barkovich A.J., et al. Diffusion tensor MR imaging tractography of the pyramidal tracts correlates with clinical motor function in children with congenital hemiparesis. Am. J. Neuroradiol. 2007, 28(9):1796-1802.
6. Grether J.K., Cummins S.K., Nelson K.B. The California cerebral palsy project. Paediatr. Perinat. Epidemiol. 1992, 6(3):339-351.
7. Hermoye L., Saint-Martin C., Cosnard G., Lee S.K., Kim J., Nassogne M.C., Menten R., Clapuyt P., Donohue P.K., Hua K., et al. Pediatric diffusion tensor imaging: normal database and observation of the white matter maturation in early childhood. NeuroImage 2006, 29(2):493-504.
8. Hoon A.H. Neuroimaging in cerebral palsy: patterns of brain dysgenesis and injury. J. Child Neurol. 2005, 20(12):936-939.
9. Hoon A.H., Melhem E.R. Neuroimaging: applications in disorders of early brain development. J. Dev. Behav. Pediatr. 2000, 21(4):291-302.
10. Hoon A.H., Stashinko E.E., Nagae L.M., Lin D.D., Keller J., Bastian A., Campbell M.L., Levey E., Mori S., Johnston M.V. Sensory and motor deficits in children with cerebral palsy born preterm correlate with diffusion tensor imaging abnormalities in thalamocortical pathways. Dev. Med. Child Neurol. 2009, 51(9):697-704.
11. Huang H., Ceritoglu C., Li X., Qiu A., Miller M.I., van Zijl P.C., Mori S. Correction of B0 susceptibility induced distortion in diffusion-weighted images using large-deformation diffeomorphic metric mapping. Magn. Reson. Imaging 2008, 26(9):1294-1302.
12. Huppi P.S., Dubois J. Diffusion tensor imaging of brain development. Semin. Fetal Neonatal Med. 2006, 11(6):489-497.
13. Jiang H., van Zijl P.C., Kim J., Pearlson G.D., Mori S. DtiStudio: resource program for diffusion tensor computation and fiber bundle tracking. Comput. Methods Programs Biomed. 2006, 81(2):106-116.
14. Kanda T., Pidcock F.S., Hayakawa K., Yamori Y., Shikata Y. Motor outcome differences between two groups of children with spastic diplegia who received different intensities of early onset physiotherapy followed for 5years. Brain Dev. 2004, 26(2):118-126.
15. Kinney H.C., Brody B.A., Kloman A.S., Gilles F.H. Sequence of central nervous system myelination in human infancy: II. Patterns of myelination in autopsied infants. J. Neuropathol. Exp. Neurol. 1988, 47(3):217-234.
16. Krageloh-Mann I., Horber V. The role of magnetic resonance imaging in elucidating the pathogenesis of cerebral palsy: a systematic review. Dev. Med. Child Neurol. 2007, 49(2):144-151.
17. Ludeman N.A., Berman J.I., Wu Y.W., Jeremy R.J., Kornak J., Bartha A.I., Barkovich A.J., Ferriero D.M., Henry R.G., Glenn O.A. Diffusion tensor imaging of the pyramidal tracts in infants with motor dysfunction. Neurology 2008, 71(21):1676-1682.
18. Maenpaa H., Salokorpi T., Jaakkola R., Blomstedt G., Sainio K., Merikanto J., von Wendt L. Follow-up of children with cerebral palsy after selective posterior rhizotomy with intensive physiotherapy or physiotherapy alone. Neuropediatrics 2003, 34(2):67-71.
19. Miller M.I., Beg M.F., Ceritoglu C., Stark C. Increasing the power of functional maps of the medial temporal lobe by using large deformation diffeomorphic metric mapping. Proc. Natl. Acad. Sci. U. S. A. 2005, 102(27):9685-9690.
20. Mori S., Oishi K., Jiang H., Jiang L., Li X., Akhter K., Hua K., Faria A.V., Mahmood A., Woods R., et al. Stereotaxic white matter atlas based on diffusion tensor imaging in an ICBM template. NeuroImage 2008, 40(2):570-582.
21. Nagae L.M., Hoon A.H., Stashinko E., Lin D., Zhang W., Levey E., Wakana S., Jiang H., Leite C.C., Lucato L.T., et al. Diffusion tensor imaging in children with periventricular leukomalacia: variability of injuries to white matter tracts. Am. J. Neuroradiol. 2007, 28(7):1213-1222.
22. Nanba Y., Matsui K., Aida N., Sato Y., Toyoshima K., Kawataki M., Hoshino R., Ohyama M., Itani Y., Goto A., et al. Magnetic resonance imaging regional T1 abnormalities at term accurately predict motor outcome in preterm infants. Pediatrics 2007, 120(1):e10-e19.
23. Neil J., Miller J., Mukherjee P., Huppi P.S. Diffusion tensor imaging of normal and injured developing human brain-a technical review. NMR Biomed. 2002, 15(7-8):543-552.
24. Oishi K., Zilles K., Amunts K., Faria A., Jiang H., Li X., Akhter K., Hua K., Woods R., Toga A.W., et al. Human brain white matter atlas: identification and assignment of common anatomical structures in superficial white matter. NeuroImage 2008, 43(3):447-457.
25. Oishi K., Faria A., Jiang H., Li X., Akhter K., Zhang J., Hsu J.T., Miller M.I., van Zijl P.C., Albert M., et al. Atlas-based whole brain white matter analysis using large deformation diffeomorphic metric mapping: application to normal elderly and Alzheimer's disease participants. NeuroImage 2009, 46(2):486-499.
26. Panigrahy A., Barnes P.D., Robertson R.L., Sleeper L.A., Sayre J.W. Quantitative analysis of the corpus callosum in children with cerebral palsy and developmental delay: correlation with cerebral white matter volume. Pediatr. Radiol. 2005, 35(12):1199-1207.
27. Rose J., Mirmiran M., Butler E.E., Lin C.Y., Barnes P.D., Kermoian R., Stevenson D.K. Neonatal microstructural development of the internal capsule on diffusion tensor imaging correlates with severity of gait and motor deficits. Dev. Med. Child Neurol. 2007, 49(10):745-750.
28. Shattuck D.W., Prasad G., Mirza M., Narr K.L., Toga A.W. Online resource for validation of brain segmentation methods. NeuroImage 2009, 45(2):431-439.
29. Son S.M., Ahn Y.H., Sakong J., Moon H.K., Ahn S.H., Lee H., Yu I.K., Shin Y.J., Jang S.H. Diffusion tensor imaging demonstrates focal lesions of the corticospinal tract in hemiparetic patients with cerebral palsy. Neurosci. Lett. 2007, 420(1):34-38.
30. Son S.M., Park S.H., Moon H.K., Lee E., Ahn S.H., Cho Y.W., Byun W.M., Jang S.H. Diffusion tensor tractography can predict hemiparesis in infants with high risk factors. Neurosci. Lett. 2009, 451(1):94-97.
31. Spittle A.J., Boyd R.N., Inder T.E., Doyle L.W. Predicting motor development in very preterm infants at 12months' corrected age: the role of qualitative magnetic resonance imaging and general movements assessments. Pediatrics 2009, 123(2):512-517.
32. Thomas B., Eyssen M., Peeters R., Molenaers G., Van Hecke P., De Cock P., Sunaert S. Quantitative diffusion tensor imaging in cerebral palsy due to periventricular white matter injury. Brain 2005, 128(Pt 11):2562-2577.
33. Volpe J.J. Brain injury in premature infants: a complex amalgam of destructive and developmental disturbances. Lancet Neurol. 2009, 8(1):110-124.
34. Woods R.P., Grafton S.T., Holmes C.J., Cherry S.R., Mazziotta J.C. Automated image registration: I. General methods and intrasubject, intramodality validation. J. Comput. Assist. Tomogr. 1998, 22(1):139-152.
35. Woodward L.J., Anderson P.J., Austin N.C., Howard K., Inder T.E. Neonatal MRI to predict neurodevelopmental outcomes in preterm infants. N. Engl. J. Med. 2006, 355(7):685-694.
36. Yoshida S., Hayakawa K., Yamamoto A., Okano S., Kanda T., Yamori Y., Yoshida N., Hirota H. Quantitative diffusion tensor tractography of the motor and sensory tract in children with cerebral palsy. Dev. Med. Child Neurol. 2010, 52(10):935-940.
37. Zhang J., Evans A., Hermoye L., Lee S.K., Wakana S., Zhang W., Donohue P., Miller M.I., Huang H., Wang X., et al. Evidence of slow maturation of the superior longitudinal fasciculus in early childhood by diffusion tensor imaging. NeuroImage 2007, 38(2):239-247.
38. Zou K.H., Warfield S.K., Bharatha A., Tempany C.M., Kaus M.R., Haker S.J., Wells W.M., Jolesz F.A., Kikinis R. Statistical validation of image segmentation quality based on a spatial overlap index. Acad. Radiol. 2004, 11(2):178-189.