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Published in: BMC Medical Imaging 1/2016

Open Access 01-12-2016 | Research article

Characterization of ten white matter tracts in a representative sample of Cuban population

Authors: D. Góngora, M. Domínguez, M. A. Bobes

Published in: BMC Medical Imaging | Issue 1/2016

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Abstract

Background

The diffusion tensor imaging technique (DTI) combined with tractography methods, has achieved the tridimensional reconstruction of white matter tracts in the brain. It allows their characterization in vivo in a non-invasive way. However, one of the largest sources of variability originates from the location of regions of interest, is therefore necessary schemes which make it possible to establish a protocol to be insensitive to variations in drawing thereof. The purpose of this paper is to stablish a reliable protocol to reconstruct ten prominent tracts of white matter and characterize them according to volume, fractional anisotropy and mean diffusivity. Also we explored the relationship among these factors with gender and hemispheric symmetry.

Methods

This study aims to characterize ten prominent tracts of white matter in a representative sample of Cuban population using this technique, including 84 healthy subjects. Diffusion tensors and subsequently fractional anisotropy and mean diffusivity maps were calculated from each subject’s DTI scans. The trajectory of ten brain tracts was estimated by using deterministic tractography methods of fiber tracking. In such tracts, the volume, the FA and MD were calculated, creating a reference for their study in the Cuban population. The interactions between these variables with age, cerebral hemispheres and gender factors were explored using Repeated Measure Analysis of Variance.

Results

The volume values showed that a most part of tracts have bigger volume in left hemisphere. Also, the data showed bigger values of MD for males than females in all the tracts, an inverse behavior than FA values.

Conclusions

This work showed that is possible reconstruct white matter tracts using a unique region of interest scheme defined from standard to native space. Also, this study indicates differing developmental trajectories in white matter for males and females and the importance of taking gender into account in developmental DTI studies and in underlie gender-related cognitive differences.
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Literature
1.
go back to reference Meyer JW, Makris N, Bates JF, Caviness VS, Kennedy DN. MRI-based topographic parcellation of human cerebral white matter: I. Technical foundations. Neuroimage. 1999;9(1):1–17.CrossRefPubMed Meyer JW, Makris N, Bates JF, Caviness VS, Kennedy DN. MRI-based topographic parcellation of human cerebral white matter: I. Technical foundations. Neuroimage. 1999;9(1):1–17.CrossRefPubMed
2.
go back to reference Paus T, Zijdenbos A, Worsley K, Collins DL, Blumenthal J, Giedd JN, Rapoport JL, Evans AC. Structural maturation of neural pathways in children and adolescents: in vivo study. Science. 1999;283(5409):1908–11.CrossRefPubMed Paus T, Zijdenbos A, Worsley K, Collins DL, Blumenthal J, Giedd JN, Rapoport JL, Evans AC. Structural maturation of neural pathways in children and adolescents: in vivo study. Science. 1999;283(5409):1908–11.CrossRefPubMed
3.
go back to reference Xue R, van Zijl P, Crain BJ, Solaiyappan M, Mori S. In vivo three‐dimensional reconstruction of rat brain axonal projections by diffusion tensor imaging. Magn Reson Med. 1999;42(6):1123–7.CrossRefPubMed Xue R, van Zijl P, Crain BJ, Solaiyappan M, Mori S. In vivo three‐dimensional reconstruction of rat brain axonal projections by diffusion tensor imaging. Magn Reson Med. 1999;42(6):1123–7.CrossRefPubMed
4.
go back to reference Mori S, Crain BJ, Chacko V, Van Zijl P. Three‐dimensional tracking of axonal projections in the brain by magnetic resonance imaging. Ann Neurol. 1999;45(2):265–9.CrossRefPubMed Mori S, Crain BJ, Chacko V, Van Zijl P. Three‐dimensional tracking of axonal projections in the brain by magnetic resonance imaging. Ann Neurol. 1999;45(2):265–9.CrossRefPubMed
5.
go back to reference Le Bihan D, Mangin JF, Poupon C, Clark CA, Pappata S, Molko N, Chabriat H. Diffusion tensor imaging: concepts and applications. J Magn Reson Imaging. 2001;13(4):534–46.CrossRefPubMed Le Bihan D, Mangin JF, Poupon C, Clark CA, Pappata S, Molko N, Chabriat H. Diffusion tensor imaging: concepts and applications. J Magn Reson Imaging. 2001;13(4):534–46.CrossRefPubMed
6.
go back to reference Iturria Medina Y. Caracterización de la conectividad anatómica cerebral a partir de las neuroimágenes de la difusión y la teoría de grafos. Havana: Universidad de Ciencias Médicas de la Habana; 2013. Iturria Medina Y. Caracterización de la conectividad anatómica cerebral a partir de las neuroimágenes de la difusión y la teoría de grafos. Havana: Universidad de Ciencias Médicas de la Habana; 2013.
7.
go back to reference Wakana S, Jiang H, Nagae-Poetscher LM, Van Zijl PC, Mori S. Fiber tract–based atlas of human white matter anatomy 1. Radiology. 2004;230(1):77–87.CrossRefPubMed Wakana S, Jiang H, Nagae-Poetscher LM, Van Zijl PC, Mori S. Fiber tract–based atlas of human white matter anatomy 1. Radiology. 2004;230(1):77–87.CrossRefPubMed
8.
go back to reference Mori S, Kaufmann WE, Davatzikos C, Stieltjes B, Amodei L, Fredericksen K, Pearlson GD, Melhem ER, Solaiyappan M, Raymond GV. Imaging cortical association tracts in the human brain using diffusion‐tensor‐based axonal tracking. Magn Reson Med. 2002;47(2):215–23.CrossRefPubMed Mori S, Kaufmann WE, Davatzikos C, Stieltjes B, Amodei L, Fredericksen K, Pearlson GD, Melhem ER, Solaiyappan M, Raymond GV. Imaging cortical association tracts in the human brain using diffusion‐tensor‐based axonal tracking. Magn Reson Med. 2002;47(2):215–23.CrossRefPubMed
9.
go back to reference Hua K, Zhang J, Wakana S, Jiang H, Li X, Reich DS, Calabresi PA, Pekar JJ, van Zijl PC, Mori S. Tract probability maps in stereotaxic spaces: analyses of white matter anatomy and tract-specific quantification. Neuroimage. 2008;39(1):336–47.CrossRefPubMed Hua K, Zhang J, Wakana S, Jiang H, Li X, Reich DS, Calabresi PA, Pekar JJ, van Zijl PC, Mori S. Tract probability maps in stereotaxic spaces: analyses of white matter anatomy and tract-specific quantification. Neuroimage. 2008;39(1):336–47.CrossRefPubMed
10.
go back to reference Huang H, Zhang J, van Zijl P, Mori S. Analysis of noise effects on DTI‐based tractography using the brute‐force and multi‐ROI approach. Magn Reson Med. 2004;52(3):559–65.CrossRefPubMed Huang H, Zhang J, van Zijl P, Mori S. Analysis of noise effects on DTI‐based tractography using the brute‐force and multi‐ROI approach. Magn Reson Med. 2004;52(3):559–65.CrossRefPubMed
11.
go back to reference Clark CA, Barrick TR, Murphy MM, Bell BA. White matter fiber tracking in patients with space-occupying lesions of the brain: a new technique for neurosurgical planning? Neuroimage. 2003;20(3):1601–8.CrossRefPubMed Clark CA, Barrick TR, Murphy MM, Bell BA. White matter fiber tracking in patients with space-occupying lesions of the brain: a new technique for neurosurgical planning? Neuroimage. 2003;20(3):1601–8.CrossRefPubMed
12.
go back to reference Field AS, Alexander AL, Wu YC, Hasan KM, Witwer B, Badie B. Diffusion tensor eigenvector directional color imaging patterns in the evaluation of cerebral white matter tracts altered by tumor. J Magn Reson Imaging. 2004;20(4):555–62.CrossRefPubMed Field AS, Alexander AL, Wu YC, Hasan KM, Witwer B, Badie B. Diffusion tensor eigenvector directional color imaging patterns in the evaluation of cerebral white matter tracts altered by tumor. J Magn Reson Imaging. 2004;20(4):555–62.CrossRefPubMed
13.
go back to reference Beals KL, Smith CL, Dodd SM, Angel JL, Armstrong E, Blumenberg B, Girgis FG, Turkel S, Gibson KR, Henneberg M. Brain size, cranial morphology, climate, and time machines [and comments and reply]. Curr Anthropol. 1984;25:301–30. Beals KL, Smith CL, Dodd SM, Angel JL, Armstrong E, Blumenberg B, Girgis FG, Turkel S, Gibson KR, Henneberg M. Brain size, cranial morphology, climate, and time machines [and comments and reply]. Curr Anthropol. 1984;25:301–30.
14.
go back to reference World Medical Organization. Declaration of Helsinki (1964). BMJ. 1996;313:1448–1449. World Medical Organization. Declaration of Helsinki (1964). BMJ. 1996;313:1448–1449.
15.
go back to reference Wechsler D, Sierra GP, Blanca L. WAIS-III: escala Weschler de inteligencia para adultos-III: El Manual Moderno. Mexico City; 2003. Wechsler D, Sierra GP, Blanca L. WAIS-III: escala Weschler de inteligencia para adultos-III: El Manual Moderno. Mexico City; 2003.
16.
go back to reference Sheehan DV, Lecrubier Y, Sheehan KH, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC. The Mini-International Neuropsychiatric Interview (MINI): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 1998;59:22–33.PubMed Sheehan DV, Lecrubier Y, Sheehan KH, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC. The Mini-International Neuropsychiatric Interview (MINI): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 1998;59:22–33.PubMed
17.
go back to reference Anderson AW. Theoretical analysis of the effects of noise on diffusion tensor imaging. Magn Reson Med. 2001;46(6):1174–88.CrossRefPubMed Anderson AW. Theoretical analysis of the effects of noise on diffusion tensor imaging. Magn Reson Med. 2001;46(6):1174–88.CrossRefPubMed
18.
go back to reference Kreher B, Hennig J, Il’yasov K. DTI & FiberTools: a complete toolbox for DTI calculation, fiber tracking, and combined evaluation. In: Proceeding of ISMRM 14th International Scientific Meeting: 2006. 2006. Kreher B, Hennig J, Il’yasov K. DTI & FiberTools: a complete toolbox for DTI calculation, fiber tracking, and combined evaluation. In: Proceeding of ISMRM 14th International Scientific Meeting: 2006. 2006.
19.
go back to reference Basser PJ, Mattiello J, LeBihan D. Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B. 1994;103(3):247–54.CrossRefPubMed Basser PJ, Mattiello J, LeBihan D. Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B. 1994;103(3):247–54.CrossRefPubMed
20.
go back to reference Wakana S, Jiang H, Hua K, Zhang J, Dubey P, Blite A, van Zijl P, Mori S. Reproducible protocol for human white matter fiber tracking and quantitative analysis of their status. In: International Society of Magnetic Resonance in Medicine: 2005. 2005. Wakana S, Jiang H, Hua K, Zhang J, Dubey P, Blite A, van Zijl P, Mori S. Reproducible protocol for human white matter fiber tracking and quantitative analysis of their status. In: International Society of Magnetic Resonance in Medicine: 2005. 2005.
21.
go back to reference Wakana S, Caprihan A, Panzenboeck MM, Fallon JH, Perry M, Gollub RL, Hua K, Zhang J, Jiang H, Dubey P. Reproducibility of quantitative tractography methods applied to cerebral white matter. Neuroimage. 2007;36(3):630–44.CrossRefPubMedPubMedCentral Wakana S, Caprihan A, Panzenboeck MM, Fallon JH, Perry M, Gollub RL, Hua K, Zhang J, Jiang H, Dubey P. Reproducibility of quantitative tractography methods applied to cerebral white matter. Neuroimage. 2007;36(3):630–44.CrossRefPubMedPubMedCentral
22.
go back to reference Evans AC, Collins DL, Mills S, Brown E, Kelly R, Peters TM. 3D statistical neuroanatomical models from 305 MRI volumes. In: Nuclear Science Symposium and Medical Imaging Conference, IEEE Conference Record; 1993. p. 1813–1817. Evans AC, Collins DL, Mills S, Brown E, Kelly R, Peters TM. 3D statistical neuroanatomical models from 305 MRI volumes. In: Nuclear Science Symposium and Medical Imaging Conference, IEEE Conference Record; 1993. p. 1813–1817.
23.
go back to reference Greenhouse SW, Geisser S. On methods in the analysis of profile data. Psychometrika. 1959;24(2):95–112.CrossRef Greenhouse SW, Geisser S. On methods in the analysis of profile data. Psychometrika. 1959;24(2):95–112.CrossRef
24.
go back to reference Carpenter MB, Sutin J. Human neuroanatomy. Williams & Wilkins; 1983. Carpenter MB, Sutin J. Human neuroanatomy. Williams & Wilkins; 1983.
25.
go back to reference Nieuwenhuys R, Voogd J, Van Huijzen C. The human central nervous system: a synopsis and atlas. Springer Science & Business Media; 2007. Nieuwenhuys R, Voogd J, Van Huijzen C. The human central nervous system: a synopsis and atlas. Springer Science & Business Media; 2007.
26.
go back to reference Mukherjee P, Chung S, Berman J, Hess C, Henry R. Diffusion tensor MR imaging and fiber tractography: technical considerations. Am J Neuroradiol. 2008;29(5):843–52.CrossRefPubMed Mukherjee P, Chung S, Berman J, Hess C, Henry R. Diffusion tensor MR imaging and fiber tractography: technical considerations. Am J Neuroradiol. 2008;29(5):843–52.CrossRefPubMed
27.
go back to reference 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(11):2562–77.CrossRefPubMed 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(11):2562–77.CrossRefPubMed
28.
go back to reference Stadlbauer A, Nimsky C, Buslei R, Salomonowitz E, Hammen T, Buchfelder M, Moser E, Ernst-Stecken A, Ganslandt O. Diffusion tensor imaging and optimized fiber tracking in glioma patients: histopathologic evaluation of tumor-invaded white matter structures. Neuroimage. 2007;34(3):949–56.CrossRefPubMed Stadlbauer A, Nimsky C, Buslei R, Salomonowitz E, Hammen T, Buchfelder M, Moser E, Ernst-Stecken A, Ganslandt O. Diffusion tensor imaging and optimized fiber tracking in glioma patients: histopathologic evaluation of tumor-invaded white matter structures. Neuroimage. 2007;34(3):949–56.CrossRefPubMed
29.
go back to reference Phillips OR, Nuechterlein KH, Clark KA, Hamilton LS, Asarnow RF, Hageman NS, Toga AW, Narr KL. Fiber tractography reveals disruption of temporal lobe white matter tracts in schizophrenia. Schizophr Res. 2009;107(1):30–8.CrossRefPubMed Phillips OR, Nuechterlein KH, Clark KA, Hamilton LS, Asarnow RF, Hageman NS, Toga AW, Narr KL. Fiber tractography reveals disruption of temporal lobe white matter tracts in schizophrenia. Schizophr Res. 2009;107(1):30–8.CrossRefPubMed
30.
go back to reference Jahanshad N, Lee AD, Barysheva M, McMahon KL, de Zubicaray GI, Martin NG, Wright MJ, Toga AW, Thompson PM. Genetic influences on brain asymmetry: a DTI study of 374 twins and siblings. Neuroimage. 2010;52(2):455–69.CrossRefPubMedPubMedCentral Jahanshad N, Lee AD, Barysheva M, McMahon KL, de Zubicaray GI, Martin NG, Wright MJ, Toga AW, Thompson PM. Genetic influences on brain asymmetry: a DTI study of 374 twins and siblings. Neuroimage. 2010;52(2):455–69.CrossRefPubMedPubMedCentral
31.
go back to reference Reich DS, Smith SA, Jones CK, Zackowski KM, van Zijl PC, Calabresi PA, Mori S. Quantitative characterization of the corticospinal tract at 3T. Am J Neuroradiol. 2006;27(10):2168–78.PubMedPubMedCentral Reich DS, Smith SA, Jones CK, Zackowski KM, van Zijl PC, Calabresi PA, Mori S. Quantitative characterization of the corticospinal tract at 3T. Am J Neuroradiol. 2006;27(10):2168–78.PubMedPubMedCentral
32.
go back to reference Fabiano AJ, Horsfield MA, Bakshi R. Interhemispheric asymmetry of brain diffusivity in normal individuals: a diffusion-weighted MR imaging study. Am J Neuroradiol. 2005;26(5):1089–94.PubMed Fabiano AJ, Horsfield MA, Bakshi R. Interhemispheric asymmetry of brain diffusivity in normal individuals: a diffusion-weighted MR imaging study. Am J Neuroradiol. 2005;26(5):1089–94.PubMed
33.
go back to reference Pierpaoli C, Basser PJ. Toward a quantitative assessment of diffusion anisotropy. Magn Reson Med. 1996;36(6):893–906.CrossRefPubMed Pierpaoli C, Basser PJ. Toward a quantitative assessment of diffusion anisotropy. Magn Reson Med. 1996;36(6):893–906.CrossRefPubMed
34.
go back to reference Pierpaoli C, Jezzard P, Basser PJ, Barnett A, Di Chiro G. Diffusion tensor MR imaging of the human brain. Radiology. 1996;201(3):637–48.CrossRefPubMed Pierpaoli C, Jezzard P, Basser PJ, Barnett A, Di Chiro G. Diffusion tensor MR imaging of the human brain. Radiology. 1996;201(3):637–48.CrossRefPubMed
35.
go back to reference Basser PJ, Jones DK. Diffusion‐tensor MRI: theory, experimental design and data analysis–a technical review. NMR Biomed. 2002;15(7–8):456–67.CrossRefPubMed Basser PJ, Jones DK. Diffusion‐tensor MRI: theory, experimental design and data analysis–a technical review. NMR Biomed. 2002;15(7–8):456–67.CrossRefPubMed
36.
go back to reference Alexander DC, Pierpaoli C, Basser PJ, Gee JC. Spatial transformations of diffusion tensor magnetic resonance images. IEEE Trans Med Imaging. 2001;20(11):1131–9.CrossRefPubMed Alexander DC, Pierpaoli C, Basser PJ, Gee JC. Spatial transformations of diffusion tensor magnetic resonance images. IEEE Trans Med Imaging. 2001;20(11):1131–9.CrossRefPubMed
37.
go back to reference Bizzi A. Presurgical mapping of verbal language in brain tumors with functional MR imaging and MR tractography. Neuroimaging Clin N Am. 2009;19(4):573–96.CrossRefPubMed Bizzi A. Presurgical mapping of verbal language in brain tumors with functional MR imaging and MR tractography. Neuroimaging Clin N Am. 2009;19(4):573–96.CrossRefPubMed
38.
go back to reference Alexander AL, Hasan K, Kindlmann G, Parker DL, Tsuruda JS. A geometric analysis of diffusion tensor measurements of the human brain. Magn Reson Med. 2000;44(2):283–91.CrossRefPubMed Alexander AL, Hasan K, Kindlmann G, Parker DL, Tsuruda JS. A geometric analysis of diffusion tensor measurements of the human brain. Magn Reson Med. 2000;44(2):283–91.CrossRefPubMed
39.
go back to reference Watkins K, Paus T, Lerch J, Zijdenbos A, Collins D, Neelin P, Taylor J, Worsley KJ, Evans AC. Structural asymmetries in the human brain: a voxel-based statistical analysis of 142 MRI scans. Cereb Cortex. 2001;11(9):868–77.CrossRefPubMed Watkins K, Paus T, Lerch J, Zijdenbos A, Collins D, Neelin P, Taylor J, Worsley KJ, Evans AC. Structural asymmetries in the human brain: a voxel-based statistical analysis of 142 MRI scans. Cereb Cortex. 2001;11(9):868–77.CrossRefPubMed
40.
go back to reference Büchel C, Raedler T, Sommer M, Sach M, Weiller C, Koch M. White matter asymmetry in the human brain: a diffusion tensor MRI study. Cereb Cortex. 2004;14(9):945–51.CrossRefPubMed Büchel C, Raedler T, Sommer M, Sach M, Weiller C, Koch M. White matter asymmetry in the human brain: a diffusion tensor MRI study. Cereb Cortex. 2004;14(9):945–51.CrossRefPubMed
41.
go back to reference Gur RC, Turetsky BI, Matsui M, Yan M, Bilker W, Hughett P, Gur RE. Sex differences in brain gray and white matter in healthy young adults: correlations with cognitive performance. J Neurosci. 1999;19(10):4065–72.PubMed Gur RC, Turetsky BI, Matsui M, Yan M, Bilker W, Hughett P, Gur RE. Sex differences in brain gray and white matter in healthy young adults: correlations with cognitive performance. J Neurosci. 1999;19(10):4065–72.PubMed
42.
go back to reference Mori S, Wakana S, Van Zijl PC, Nagae-Poetscher L. MRI atlas of human white matter. Am Soc Neuroradiology. 2005;16:276. Mori S, Wakana S, Van Zijl PC, Nagae-Poetscher L. MRI atlas of human white matter. Am Soc Neuroradiology. 2005;16:276.
43.
go back to reference Filipek PA, Richelme C, Kennedy DN, Caviness VS. The young adult human brain: an MRI-based morphometric analysis. Cereb Cortex. 1994;4(4):344–60.CrossRefPubMed Filipek PA, Richelme C, Kennedy DN, Caviness VS. The young adult human brain: an MRI-based morphometric analysis. Cereb Cortex. 1994;4(4):344–60.CrossRefPubMed
44.
go back to reference Passe TJ, Rajagopalan P, Tupler LA, Byrum CE, Macfall JR, Krishnan KRR. Age and sex effects on brain morphology. Progr Neuropsychopharmacol Biol Psychiatry. 1997;21(8):1231–7.CrossRef Passe TJ, Rajagopalan P, Tupler LA, Byrum CE, Macfall JR, Krishnan KRR. Age and sex effects on brain morphology. Progr Neuropsychopharmacol Biol Psychiatry. 1997;21(8):1231–7.CrossRef
45.
go back to reference Luders E, Narr KL, Thompson PM, Rex DE, Woods RP, DeLuca H, Jancke L, Toga AW. Gender effects on cortical thickness and the influence of scaling. Hum Brain Mapp. 2006;27(4):314–24.CrossRefPubMed Luders E, Narr KL, Thompson PM, Rex DE, Woods RP, DeLuca H, Jancke L, Toga AW. Gender effects on cortical thickness and the influence of scaling. Hum Brain Mapp. 2006;27(4):314–24.CrossRefPubMed
46.
go back to reference de Schotten MT, Bizzi A, Dell’Acqua F, Allin M, Walshe M, Murray R, Williams SC, Murphy DG, Catani M. Atlasing location, asymmetry and inter-subject variability of white matter tracts in the human brain with MR diffusion tractography. Neuroimage. 2011;54(1):49–59.CrossRef de Schotten MT, Bizzi A, Dell’Acqua F, Allin M, Walshe M, Murray R, Williams SC, Murphy DG, Catani M. Atlasing location, asymmetry and inter-subject variability of white matter tracts in the human brain with MR diffusion tractography. Neuroimage. 2011;54(1):49–59.CrossRef
47.
go back to reference Ringo JL, Doty RW, Demeter S, Simard PY. Time is of the essence: a conjecture that hemispheric specialization arises from interhemispheric conduction delay. Cereb Cortex. 1994;4(4):331–43.CrossRefPubMed Ringo JL, Doty RW, Demeter S, Simard PY. Time is of the essence: a conjecture that hemispheric specialization arises from interhemispheric conduction delay. Cereb Cortex. 1994;4(4):331–43.CrossRefPubMed
48.
go back to reference Kawashima R, Yamada K, Kinomura S, Yamaguchi T, Matsui H, Yoshioka S, Fukuda H. Regional cerebral blood flow changes of cortical motor areas and prefrontal areas in humans related to ipsilateral and contralateral hand movement. Brain Res. 1993;623(1):33–40.CrossRefPubMed Kawashima R, Yamada K, Kinomura S, Yamaguchi T, Matsui H, Yoshioka S, Fukuda H. Regional cerebral blood flow changes of cortical motor areas and prefrontal areas in humans related to ipsilateral and contralateral hand movement. Brain Res. 1993;623(1):33–40.CrossRefPubMed
49.
go back to reference Kim S-G, Ashe J, Hendrich K, Ellermann JM, Merkle H, Ugurbil K, Georgopoulos AP. Functional magnetic resonance imaging of motor cortex: hemispheric asymmetry and handedness. Science. 1993;261(5121):615–7.CrossRefPubMed Kim S-G, Ashe J, Hendrich K, Ellermann JM, Merkle H, Ugurbil K, Georgopoulos AP. Functional magnetic resonance imaging of motor cortex: hemispheric asymmetry and handedness. Science. 1993;261(5121):615–7.CrossRefPubMed
50.
go back to reference Civardi C, Cavalli A, Naldi P, Varrasi C, Cantello R. Hemispheric asymmetries of cortico-cortical connections in human hand motor areas. Clin Neurophysiol. 2000;111(4):624–9.CrossRefPubMed Civardi C, Cavalli A, Naldi P, Varrasi C, Cantello R. Hemispheric asymmetries of cortico-cortical connections in human hand motor areas. Clin Neurophysiol. 2000;111(4):624–9.CrossRefPubMed
51.
go back to reference Rodrigo S, Naggara O, Oppenheim C, Golestani N, Poupon C, Cointepas Y, Mangin J, Le Bihan D, Meder J. Human subinsular asymmetry studied by diffusion tensor imaging and fiber tracking. Am J Neuroradiol. 2007;28(8):1526–31.CrossRefPubMed Rodrigo S, Naggara O, Oppenheim C, Golestani N, Poupon C, Cointepas Y, Mangin J, Le Bihan D, Meder J. Human subinsular asymmetry studied by diffusion tensor imaging and fiber tracking. Am J Neuroradiol. 2007;28(8):1526–31.CrossRefPubMed
52.
go back to reference Rademacher J, Bürgel U, Geyer S, Schormann T, Schleicher A, Freund H-J, Zilles K. Variability and asymmetry in the human precentral motor system. Brain. 2001;124(11):2232–58.CrossRefPubMed Rademacher J, Bürgel U, Geyer S, Schormann T, Schleicher A, Freund H-J, Zilles K. Variability and asymmetry in the human precentral motor system. Brain. 2001;124(11):2232–58.CrossRefPubMed
53.
go back to reference White L, Andrews T, Hulette C, Richards A, Groelle M, Paydarfar J, Purves D. Structure of the human sensorimotor system. II: Lateral symmetry. Cereb Cortex. 1997;7(1):31–47.CrossRefPubMed White L, Andrews T, Hulette C, Richards A, Groelle M, Paydarfar J, Purves D. Structure of the human sensorimotor system. II: Lateral symmetry. Cereb Cortex. 1997;7(1):31–47.CrossRefPubMed
54.
go back to reference Glasser MF, Rilling JK. DTI tractography of the human brain’s language pathways. Cereb Cortex. 2008;18(11):2471–82.CrossRefPubMed Glasser MF, Rilling JK. DTI tractography of the human brain’s language pathways. Cereb Cortex. 2008;18(11):2471–82.CrossRefPubMed
55.
go back to reference Iturria-Medina Y, Fernández AP, Morris DM, Canales-Rodríguez EJ, Haroon HA, Pentón LG, Augath M, García LG, Logothetis N, Parker GJ. Brain hemispheric structural efficiency and interconnectivity rightward asymmetry in human and nonhuman primates. Cereb Cortex. 2011;21(1):56–67.CrossRefPubMed Iturria-Medina Y, Fernández AP, Morris DM, Canales-Rodríguez EJ, Haroon HA, Pentón LG, Augath M, García LG, Logothetis N, Parker GJ. Brain hemispheric structural efficiency and interconnectivity rightward asymmetry in human and nonhuman primates. Cereb Cortex. 2011;21(1):56–67.CrossRefPubMed
56.
go back to reference Prasad KM, Patel AR, Muddasani S, Sweeney J, Keshavan MS. The entorhinal cortex in first-episode psychotic disorders: a structural magnetic resonance imaging study. Am J Psychiatry. 2004;161(9):1612–9.CrossRefPubMed Prasad KM, Patel AR, Muddasani S, Sweeney J, Keshavan MS. The entorhinal cortex in first-episode psychotic disorders: a structural magnetic resonance imaging study. Am J Psychiatry. 2004;161(9):1612–9.CrossRefPubMed
57.
go back to reference Schmahmann JD, Pandya DN, Wang R, Dai G, D’Arceuil HE, de Crespigny AJ, Wedeen VJ. Association fibre pathways of the brain: parallel observations from diffusion spectrum imaging and autoradiography. Brain. 2007;130(3):630–53.CrossRefPubMed Schmahmann JD, Pandya DN, Wang R, Dai G, D’Arceuil HE, de Crespigny AJ, Wedeen VJ. Association fibre pathways of the brain: parallel observations from diffusion spectrum imaging and autoradiography. Brain. 2007;130(3):630–53.CrossRefPubMed
58.
go back to reference Highley JR, Walker MA, Esiri MM, Crow TJ, Harrison PJ. Asymmetry of the uncinate fasciculus: a post-mortem study of normal subjects and patients with schizophrenia. Cereb Cortex. 2002;12(11):1218–24.CrossRefPubMed Highley JR, Walker MA, Esiri MM, Crow TJ, Harrison PJ. Asymmetry of the uncinate fasciculus: a post-mortem study of normal subjects and patients with schizophrenia. Cereb Cortex. 2002;12(11):1218–24.CrossRefPubMed
59.
go back to reference Courchesne E, Chisum HJ, Townsend J, Cowles A, Covington J, Egaas B, Harwood M, Hinds S, Press GA. Normal brain development and aging: quantitative analysis at in vivo MR imaging in healthy volunteers 1. Radiology. 2000;216(3):672–82.CrossRefPubMed Courchesne E, Chisum HJ, Townsend J, Cowles A, Covington J, Egaas B, Harwood M, Hinds S, Press GA. Normal brain development and aging: quantitative analysis at in vivo MR imaging in healthy volunteers 1. Radiology. 2000;216(3):672–82.CrossRefPubMed
60.
go back to reference Lebel C, Beaulieu C. Longitudinal development of human brain wiring continues from childhood into adulthood. J Neurosci. 2011;31(30):10937–47.CrossRefPubMed Lebel C, Beaulieu C. Longitudinal development of human brain wiring continues from childhood into adulthood. J Neurosci. 2011;31(30):10937–47.CrossRefPubMed
61.
go back to reference Ge Y, Grossman RI, Babb JS, Rabin ML, Mannon LJ, Kolson DL. Age-related total gray matter and white matter changes in normal adult brain. Part I: volumetric MR imaging analysis. Am J Neuroradiol. 2002;23(8):1327–33.PubMed Ge Y, Grossman RI, Babb JS, Rabin ML, Mannon LJ, Kolson DL. Age-related total gray matter and white matter changes in normal adult brain. Part I: volumetric MR imaging analysis. Am J Neuroradiol. 2002;23(8):1327–33.PubMed
62.
go back to reference Good CD, Johnsrude IS, Ashburner J, Henson RN, Fristen K, Frackowiak RS. A voxel-based morphometric study of ageing in 465 normal adult human brains. In: Biomedical Imaging, 5th IEEE EMBS International Summer School; 2002. p. 16. Good CD, Johnsrude IS, Ashburner J, Henson RN, Fristen K, Frackowiak RS. A voxel-based morphometric study of ageing in 465 normal adult human brains. In: Biomedical Imaging, 5th IEEE EMBS International Summer School; 2002. p. 16.
63.
go back to reference Thomas C, Moya L, Avidan G, Humphreys K, Jung KJ, Peterson MA, Behrmann M. Reduction in white matter connectivity, revealed by diffusion tensor imaging, may account for age-related changes in face perception. J Cogn Neurosci. 2008;20(2):268–84.CrossRefPubMed Thomas C, Moya L, Avidan G, Humphreys K, Jung KJ, Peterson MA, Behrmann M. Reduction in white matter connectivity, revealed by diffusion tensor imaging, may account for age-related changes in face perception. J Cogn Neurosci. 2008;20(2):268–84.CrossRefPubMed
64.
go back to reference Resnick SM, Pham DL, Kraut MA, Zonderman AB, Davatzikos C. Longitudinal magnetic resonance imaging studies of older adults: a shrinking brain. J Neurosci. 2003;23(8):3295–301.PubMed Resnick SM, Pham DL, Kraut MA, Zonderman AB, Davatzikos C. Longitudinal magnetic resonance imaging studies of older adults: a shrinking brain. J Neurosci. 2003;23(8):3295–301.PubMed
65.
go back to reference Sullivan EV, Pfefferbaum A. Diffusion tensor imaging and aging. Neurosci Biobehav Rev. 2006;30(6):749–61.CrossRefPubMed Sullivan EV, Pfefferbaum A. Diffusion tensor imaging and aging. Neurosci Biobehav Rev. 2006;30(6):749–61.CrossRefPubMed
66.
go back to reference Madden DJ, Spaniol J, Costello MC, Bucur B, White LE, Cabeza R, Davis SW, Dennis NA, Provenzale JM, Huettel SA. Cerebral white matter integrity mediates adult age differences in cognitive performance. J Cogn Neurosci. 2009;21(2):289–302.CrossRefPubMedPubMedCentral Madden DJ, Spaniol J, Costello MC, Bucur B, White LE, Cabeza R, Davis SW, Dennis NA, Provenzale JM, Huettel SA. Cerebral white matter integrity mediates adult age differences in cognitive performance. J Cogn Neurosci. 2009;21(2):289–302.CrossRefPubMedPubMedCentral
67.
go back to reference De Bellis MD, Keshavan MS, Beers SR, Hall J, Frustaci K, Masalehdan A, Noll J, Boring AM. Sex differences in brain maturation during childhood and adolescence. Cereb Cortex. 2001;11(6):552–7.CrossRefPubMed De Bellis MD, Keshavan MS, Beers SR, Hall J, Frustaci K, Masalehdan A, Noll J, Boring AM. Sex differences in brain maturation during childhood and adolescence. Cereb Cortex. 2001;11(6):552–7.CrossRefPubMed
68.
go back to reference Hsu J-L, Leemans A, Bai C-H, Lee C-H, Tsai Y-F, Chiu H-C, Chen W-H. Gender differences and age-related white matter changes of the human brain: a diffusion tensor imaging study. Neuroimage. 2008;39(2):566–77.CrossRefPubMed Hsu J-L, Leemans A, Bai C-H, Lee C-H, Tsai Y-F, Chiu H-C, Chen W-H. Gender differences and age-related white matter changes of the human brain: a diffusion tensor imaging study. Neuroimage. 2008;39(2):566–77.CrossRefPubMed
69.
go back to reference Bava S, Boucquey V, Goldenberg D, Thayer RE, Ward M, Jacobus J, Tapert SF. Sex differences in adolescent white matter architecture. Brain Res. 2011;1375:41–8.CrossRefPubMed Bava S, Boucquey V, Goldenberg D, Thayer RE, Ward M, Jacobus J, Tapert SF. Sex differences in adolescent white matter architecture. Brain Res. 2011;1375:41–8.CrossRefPubMed
70.
go back to reference Schmithorst VJ, Holland SK, Dardzinski BJ. Developmental differences in white matter architecture between boys and girls. Hum Brain Mapp. 2008;29(6):696–710.CrossRefPubMedPubMedCentral Schmithorst VJ, Holland SK, Dardzinski BJ. Developmental differences in white matter architecture between boys and girls. Hum Brain Mapp. 2008;29(6):696–710.CrossRefPubMedPubMedCentral
71.
go back to reference Eluvathingal TJ, Hasan KM, Kramer L, Fletcher JM, Ewing-Cobbs L. Quantitative diffusion tensor tractography of association and projection fibers in normally developing children and adolescents. Cereb Cortex. 2007;17(12):2760–8.CrossRefPubMedPubMedCentral Eluvathingal TJ, Hasan KM, Kramer L, Fletcher JM, Ewing-Cobbs L. Quantitative diffusion tensor tractography of association and projection fibers in normally developing children and adolescents. Cereb Cortex. 2007;17(12):2760–8.CrossRefPubMedPubMedCentral
72.
go back to reference Yu Q, Peng Y, Mishra V, Ouyang A, Li H, Zhang H, Chen M, Liu S, Huang H. Microstructure, length, and connection of limbic tracts in normal human brain development. Front Aging Neurosci. 2014;6:228.CrossRefPubMedPubMedCentral Yu Q, Peng Y, Mishra V, Ouyang A, Li H, Zhang H, Chen M, Liu S, Huang H. Microstructure, length, and connection of limbic tracts in normal human brain development. Front Aging Neurosci. 2014;6:228.CrossRefPubMedPubMedCentral
73.
go back to reference Nir TM, Jahanshad N, Villalon-Reina JE, Toga AW, Jack CR, Weiner MW, Thompson PM, Initiative AsDN. Effectiveness of regional DTI measures in distinguishing Alzheimer’s disease, MCI, and normal aging. Neuroimage Clin. 2013;3:180–95.CrossRefPubMedPubMedCentral Nir TM, Jahanshad N, Villalon-Reina JE, Toga AW, Jack CR, Weiner MW, Thompson PM, Initiative AsDN. Effectiveness of regional DTI measures in distinguishing Alzheimer’s disease, MCI, and normal aging. Neuroimage Clin. 2013;3:180–95.CrossRefPubMedPubMedCentral
74.
go back to reference Park HJ, Westin CF, Kubicki M, Maier SE, Niznikiewicz M, Baer A, Frumin M, Kikinis R, Jolesz FA, McCarley RW: White matter hemisphere asymmetries in healthy subjects and in schizophrenia: a diffusion tensor MRI study. Neuroimage 2004:23(1):213–223.CrossRefPubMedPubMedCentral Park HJ, Westin CF, Kubicki M, Maier SE, Niznikiewicz M, Baer A, Frumin M, Kikinis R, Jolesz FA, McCarley RW: White matter hemisphere asymmetries in healthy subjects and in schizophrenia: a diffusion tensor MRI study. Neuroimage 2004:23(1):213–223.CrossRefPubMedPubMedCentral
75.
go back to reference Kitamura S, Morikawa M, Kiuchi K, Taoka T, Fukusumi M, Kichikawa K, Kishimoto T. Asymmetry, sex differences and age-related changes in the white matter in the healthy elderly: a tract-based study. BMC Res Notes. 2011;4(1):378.CrossRefPubMedPubMedCentral Kitamura S, Morikawa M, Kiuchi K, Taoka T, Fukusumi M, Kichikawa K, Kishimoto T. Asymmetry, sex differences and age-related changes in the white matter in the healthy elderly: a tract-based study. BMC Res Notes. 2011;4(1):378.CrossRefPubMedPubMedCentral
76.
go back to reference Beaulieu C. The basis of anisotropic water diffusion in the nervous system–a technical review. NMR Biomed. 2002;15(7–8):435–55.CrossRefPubMed Beaulieu C. The basis of anisotropic water diffusion in the nervous system–a technical review. NMR Biomed. 2002;15(7–8):435–55.CrossRefPubMed
77.
go back to reference Mukherjee D, Nissen SE, Topol EJ. Risk of cardiovascular events associated with selective COX-2 inhibitors. JAMA. 2001;286(8):954–9.CrossRefPubMed Mukherjee D, Nissen SE, Topol EJ. Risk of cardiovascular events associated with selective COX-2 inhibitors. JAMA. 2001;286(8):954–9.CrossRefPubMed
78.
go back to reference Schmithorst VJ, Wilke M, Dardzinski BJ, Holland SK. Correlation of white matter diffusivity and anisotropy with age during childhood and adolescence: a cross-sectional diffusion-tensor MR imaging study 1. Radiology. 2002;222(1):212–8.CrossRefPubMedPubMedCentral Schmithorst VJ, Wilke M, Dardzinski BJ, Holland SK. Correlation of white matter diffusivity and anisotropy with age during childhood and adolescence: a cross-sectional diffusion-tensor MR imaging study 1. Radiology. 2002;222(1):212–8.CrossRefPubMedPubMedCentral
79.
go back to reference Lebel C, Walker L, Leemans A, Phillips L, Beaulieu C. Microstructural maturation of the human brain from childhood to adulthood. Neuroimage. 2008;40(3):1044–55.CrossRefPubMed Lebel C, Walker L, Leemans A, Phillips L, Beaulieu C. Microstructural maturation of the human brain from childhood to adulthood. Neuroimage. 2008;40(3):1044–55.CrossRefPubMed
80.
go back to reference Voineskos AN, Rajji TK, Lobaugh NJ, Miranda D, Shenton ME, Kennedy JL, Pollock BG, Mulsant BH. Age-related decline in white matter tract integrity and cognitive performance: a DTI tractography and structural equation modeling study. Neurobiol Aging. 2012;33(1):21–34.CrossRefPubMed Voineskos AN, Rajji TK, Lobaugh NJ, Miranda D, Shenton ME, Kennedy JL, Pollock BG, Mulsant BH. Age-related decline in white matter tract integrity and cognitive performance: a DTI tractography and structural equation modeling study. Neurobiol Aging. 2012;33(1):21–34.CrossRefPubMed
81.
go back to reference Inano S, Takao H, Hayashi N, Abe O, Ohtomo K. Effects of age and gender on white matter integrity. Am J Neuroradiol. 2011;32(11):2103–9.CrossRefPubMed Inano S, Takao H, Hayashi N, Abe O, Ohtomo K. Effects of age and gender on white matter integrity. Am J Neuroradiol. 2011;32(11):2103–9.CrossRefPubMed
82.
go back to reference Ankney CD. Sex differences in relative brain size: The mismeasure of woman, too? Intelligence. 1992;16(3):329–36.CrossRef Ankney CD. Sex differences in relative brain size: The mismeasure of woman, too? Intelligence. 1992;16(3):329–36.CrossRef
Metadata
Title
Characterization of ten white matter tracts in a representative sample of Cuban population
Authors
D. Góngora
M. Domínguez
M. A. Bobes
Publication date
01-12-2016
Publisher
BioMed Central
Published in
BMC Medical Imaging / Issue 1/2016
Electronic ISSN: 1471-2342
DOI
https://doi.org/10.1186/s12880-016-0163-7

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