دورية أكاديمية
Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study.
العنوان: | Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study. |
---|---|
المؤلفون: | Pohl KM; Center for Health Sciences, SRI International, Menlo Park, CA, United States; Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States., Sullivan EV; Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States. Electronic address: edie@stanford.edu., Rohlfing T; Center for Health Sciences, SRI International, Menlo Park, CA, United States., Chu W; Center for Health Sciences, SRI International, Menlo Park, CA, United States., Kwon D; Center for Health Sciences, SRI International, Menlo Park, CA, United States; Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States., Nichols BN; Center for Health Sciences, SRI International, Menlo Park, CA, United States; Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States., Zhang Y; Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States., Brown SA; Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States., Tapert SF; Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States; Veterans Affairs San Diego Healthcare System, La Jolla, CA, United States., Cummins K; Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States., Thompson WK; Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States., Brumback T; Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States., Colrain IM; Center for Health Sciences, SRI International, Menlo Park, CA, United States., Baker FC; Center for Health Sciences, SRI International, Menlo Park, CA, United States., Prouty D; Center for Health Sciences, SRI International, Menlo Park, CA, United States., De Bellis MD; Department of Psychiatry & Behavioral Sciences, Duke University School of Medicine, Durham, NC, United States., Voyvodic JT; Department of Radiology, Duke University School of Medicine, Durham, NC, United States., Clark DB; Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States., Schirda C; Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA, United States., Nagel BJ; Departments of Psychiatry and Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, United States., Pfefferbaum A; Center for Health Sciences, SRI International, Menlo Park, CA, United States; Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, United States. |
المصدر: | NeuroImage [Neuroimage] 2016 Apr 15; Vol. 130, pp. 194-213. Date of Electronic Publication: 2016 Feb 10. |
نوع المنشور: | Journal Article; Research Support, N.I.H., Extramural |
اللغة: | English |
بيانات الدورية: | Publisher: Academic Press Country of Publication: United States NLM ID: 9215515 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-9572 (Electronic) Linking ISSN: 10538119 NLM ISO Abbreviation: Neuroimage Subsets: MEDLINE |
أسماء مطبوعة: | Original Publication: Orlando, FL : Academic Press, c1992- |
مواضيع طبية MeSH: | Alcohol Drinking/*adverse effects , Brain/*growth & development , Brain Mapping/*standards , White Matter/*growth & development, Adolescent ; Anisotropy ; Brain/drug effects ; Brain/ultrastructure ; Brain Mapping/methods ; Cross-Sectional Studies ; Diffusion Tensor Imaging/methods ; Female ; Humans ; Image Processing, Computer-Assisted ; Male ; Sex Characteristics ; White Matter/drug effects ; White Matter/ultrastructure ; Young Adult |
مستخلص: | Neurodevelopment continues through adolescence, with notable maturation of white matter tracts comprising regional fiber systems progressing at different rates. To identify factors that could contribute to regional differences in white matter microstructure development, large samples of youth spanning adolescence to young adulthood are essential to parse these factors. Recruitment of adequate samples generally relies on multi-site consortia but comes with the challenge of merging data acquired on different platforms. In the current study, diffusion tensor imaging (DTI) data were acquired on GE and Siemens systems through the National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA), a multi-site study designed to track the trajectories of regional brain development during a time of high risk for initiating alcohol consumption. This cross-sectional analysis reports baseline Tract-Based Spatial Statistic (TBSS) of regional fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (L1), and radial diffusivity (LT) from the five consortium sites on 671 adolescents who met no/low alcohol or drug consumption criteria and 132 adolescents with a history of exceeding consumption criteria. Harmonization of DTI metrics across manufacturers entailed the use of human-phantom data, acquired multiple times on each of three non-NCANDA participants at each site's MR system, to determine a manufacturer-specific correction factor. Application of the correction factor derived from human phantom data measured on MR systems from different manufacturers reduced the standard deviation of the DTI metrics for FA by almost a half, enabling harmonization of data that would have otherwise carried systematic error. Permutation testing supported the hypothesis of higher FA and lower diffusivity measures in older adolescents and indicated that, overall, the FA, MD, and L1 of the boys were higher than those of the girls, suggesting continued microstructural development notable in the boys. The contribution of demographic and clinical differences to DTI metrics was assessed with General Additive Models (GAM) testing for age, sex, and ethnicity differences in regional skeleton mean values. The results supported the primary study hypothesis that FA skeleton mean values in the no/low-drinking group were highest at different ages. When differences in intracranial volume were covaried, FA skeleton mean reached a maximum at younger ages in girls than boys and varied in magnitude with ethnicity. Our results, however, did not support the hypothesis that youth who exceeded exposure criteria would have lower FA or higher diffusivity measures than the no/low-drinking group; detecting the effects of excessive alcohol consumption during adolescence on DTI metrics may require longitudinal study. (Copyright © 2016 Elsevier Inc. All rights reserved.) |
References: | J Magn Reson Imaging. 2012 Jul;36(1):39-54. (PMID: 22314879) Brain Cogn. 2008 Jul;67(2):225-33. (PMID: 18346830) Curr Biol. 2012 Sep 25;22(18):1693-8. (PMID: 22902750) Cereb Cortex. 2010 Sep;20(9):2122-31. (PMID: 20051363) Proc Natl Acad Sci U S A. 2013 Oct 15;110(42):17089-94. (PMID: 24082094) Can J Neurol Sci. 1991 Aug;18(3):312-20. (PMID: 1913366) J Biomed Inform. 2009 Apr;42(2):377-81. (PMID: 18929686) Nat Commun. 2014;5:4932. (PMID: 25230200) J Neurosci. 2013 Jun 12;33(24):10098-109. (PMID: 23761905) J Magn Reson Imaging. 2016 Jan;43(1):99-106. (PMID: 26059492) Cortex. 2015 Mar;64:394-406. (PMID: 22342463) Front Hum Neurosci. 2012 Jun 19;6:160. (PMID: 22723773) Trends Neurosci. 2006 Mar;29(3):148-59. (PMID: 16472876) Neurobiol Aging. 2010 Feb;31(2):244-56. (PMID: 18455835) J Magn Reson Imaging. 2012 Jul;36(1):84-91. (PMID: 22359373) Methods. 2010 Mar;50(3):205-13. (PMID: 19577649) Clin Anat. 2014 May;27(4):563-9. (PMID: 24453050) Hum Brain Mapp. 2010 May;31(5):798-819. (PMID: 20017133) Psychiatry Res. 2013 Apr 30;212(1):43-53. (PMID: 23473988) Neuroimage. 2007 Jul 15;36(4):1065-73. (PMID: 17513132) Neuroimage. 2013 Nov 1;81:455-69. (PMID: 23629049) Dev Neuropsychol. 2006;29(3):415-29. (PMID: 16671859) Neuropsychol Rev. 2014 Dec;24(4):389-408. (PMID: 24821533) Psychiatry Res. 2011 Dec 30;194(3):363-71. (PMID: 22078796) Cereb Cortex. 2010 Mar;20(3):534-48. (PMID: 19520764) Proc Natl Acad Sci U S A. 2012 Jul 10;109(28):11366-71. (PMID: 22689983) J Comp Neurol. 2003 May 26;460(2):238-54. (PMID: 12687688) Science. 1991 Sep 20;253(5026):1380-6. (PMID: 1896849) Neuroimage. 2010 Mar;50(1):175-83. (PMID: 19944768) IEEE Trans Med Imaging. 2003 Jun;22(6):730-41. (PMID: 12872948) Neuropsychol Rev. 2010 Dec;20(4):327-48. (PMID: 21042938) Proc Natl Acad Sci U S A. 2011 Jan 4;108(1):361-6. (PMID: 21173250) Magn Reson Med. 2004 Apr;51(4):807-15. (PMID: 15065255) Brain Res. 2010 Apr 23;1327:38-46. (PMID: 20206151) Neuroimage. 2014 Jul 15;95:136-50. (PMID: 24657781) Neuroimage. 2014 Mar;88:79-90. (PMID: 24269273) J Theor Biol. 1990 Jan 23;142(2):149-61. (PMID: 2161971) Neuroimage. 2014 Nov 1;101:390-403. (PMID: 25026156) Neuropsychopharmacology. 2015 Jan;40(1):43-9. (PMID: 25195638) Cereb Cortex. 2016 Oct;26(10):4101-21. (PMID: 26408800) Neuropsychologia. 2009 Oct;47(12):2600-3. (PMID: 19465036) Motor Control. 2012 Oct;16(4):537-59. (PMID: 23162066) J Magn Reson B. 1996 Jun;111(3):209-19. (PMID: 8661285) Neurobiol Aging. 2014 Jul;35(7):1755-68. (PMID: 24508219) Eur Neurol. 2010;63(1):17-23. (PMID: 19923840) Brain Res. 2011 Feb 23;1375:41-8. (PMID: 21172320) Biometrics. 2006 Dec;62(4):1025-36. (PMID: 17156276) Magn Reson Med. 2004 Jan;51(1):188-93. (PMID: 14705060) Front Neuroinform. 2014 Mar 26;8:25. (PMID: 24723882) Proc Natl Acad Sci U S A. 2014 May 6;111(18):6774-9. (PMID: 24753564) Brain Cogn. 2010 Feb;72(1):26-35. (PMID: 19595493) Neuropsychol Rev. 2015 Sep;25(3):356-68. (PMID: 26267019) J Stud Alcohol Drugs. 2015 Nov;76(6):895-908. (PMID: 26562597) Brain. 2012 Dec;135(Pt 12):3529-50. (PMID: 23107648) Magn Reson Imaging. 2013 Jul;31(6):827-39. (PMID: 23623031) Eur J Radiol. 2013 Jan;82(1):151-7. (PMID: 23084876) J Comp Neurol. 1997 Oct 20;387(2):167-78. (PMID: 9336221) Neuroimage. 2013 Jan 15;65:176-93. (PMID: 23063452) Schizophr Bull. 2011 Jan;37(1):222-32. (PMID: 19770491) J Psychiatr Res. 1974 Oct;10(3-4):283-306. (PMID: 4376564) Cereb Cortex. 2007 Jul;17(7):1550-60. (PMID: 16945978) Brain Res. 1979 Mar 16;163(2):195-205. (PMID: 427544) Neuroimage. 2012 Oct 15;63(1):365-80. (PMID: 22750721) Proc Natl Acad Sci U S A. 2010 Sep 28;107(39):16988-93. (PMID: 20841422) Psychiatry Res. 2013 Dec 30;214(3):374-81. (PMID: 24139957) IEEE Trans Med Imaging. 2004 Aug;23(8):983-94. (PMID: 15338732) J Am Med Inform Assoc. 2014 Jul-Aug;21(4):758-62. (PMID: 24296908) Neuroimage. 2014 May 15;92:356-68. (PMID: 24384150) Ann Neurol. 1987 Oct;22(4):487-97. (PMID: 3501693) J Neurosci. 2014 Jun 18;34(25):8488-98. (PMID: 24948804) Neuroimage. 2008 Jan 1;39(1):52-61. (PMID: 17919933) Neuropsychobiology. 2007;55(2):96-111. (PMID: 17587876) IEEE Trans Med Imaging. 2011 Sep;30(9):1617-34. (PMID: 21880566) Neuroimage. 2006 Jul 15;31(4):1487-505. (PMID: 16624579) J Neurosci. 2015 Jan 14;35(2):599-609. (PMID: 25589754) Arch Gen Psychiatry. 2012 Apr;69(4):390-8. (PMID: 22474107) Brain Res. 2012 Oct 10;1478:1-15. (PMID: 22954903) J Hist Neurosci. 2007 Oct-Dec;16(4):362-77. (PMID: 17966054) Schizophr Bull. 2012 Nov;38(6):1308-17. (PMID: 22499780) Dev Neuropsychol. 2003;23(3):399-421. (PMID: 12740193) J Neurosci. 2008 Sep 17;28(38):9519-24. (PMID: 18799683) Brain Cogn. 2010 Apr;72(3):347-54. (PMID: 19932550) Neuropsychology. 2014 Jan;28(1):1-10. (PMID: 24219608) Proc IEEE Int Symp Biomed Imaging. 2013;:1400-1403. (PMID: 23959506) Neuroimage. 2010 Jun;51(2):501-11. (PMID: 20298790) AJNR Am J Neuroradiol. 2013 Jul;34(7):1443-9. (PMID: 23370472) Neuroimage. 2002 Mar;15(3):708-18. (PMID: 11848714) Neuroimage. 2008 Jun;41(2):223-32. (PMID: 18395471) Neuroimage. 2011 Jun 1;56(3):1398-411. (PMID: 21316471) PLoS One. 2015;10(4):e0124885. (PMID: 25894968) Brain Struct Funct. 2010 May;214(4):361-73. (PMID: 20127357) Neuroimage. 2015 May 1;111:300-11. (PMID: 25747917) Neuroimage. 2005 Jul 15;26(4):1164-73. (PMID: 15961051) Hum Brain Mapp. 2010 Oct;31(10):1609-25. (PMID: 20162594) Neuropsychology. 2016 May;30(4):449-73. (PMID: 26752122) Alcohol Clin Exp Res. 2013 Jan;37 Suppl 1:E181-9. (PMID: 23240741) Brain Res. 2009 Oct 13;1293:61-75. (PMID: 19332030) Neuropsychologia. 2011 Dec;49(14):3854-62. (PMID: 22001853) Neuroimage. 2010 Jan 1;49(1):94-103. (PMID: 19679191) Addict Behav. 2013 Jul;38(7):2295-305. (PMID: 23583835) Cereb Cortex. 2012 Sep;22(9):1979-92. (PMID: 22002939) Neuroimage Clin. 2014;6:327-32. (PMID: 25379446) Brain Res. 2009 Jan 16;1249:91-100. (PMID: 18996095) Hum Brain Mapp. 2002 Nov;17(3):143-55. (PMID: 12391568) Neurotoxicol Teratol. 2009 Nov-Dec;31(6):349-55. (PMID: 19631736) Cereb Cortex. 2005 Dec;15(12):1848-54. (PMID: 15758200) J Cogn Neurosci. 2011 Sep;23(9):2135-46. (PMID: 20964591) Alcohol Clin Exp Res. 2003 Sep;27(9):1409-19. (PMID: 14506401) Neuroimage. 2012 Mar;60(1):340-52. (PMID: 22178809) NMR Biomed. 2002 Nov-Dec;15(7-8):435-55. (PMID: 12489094) Neurology. 2001 Aug 28;57(4):632-8. (PMID: 11524471) Alzheimers Dement. 2013 Sep;9(5):519-28. (PMID: 23245561) Biometrics. 1990 Dec;46(4):1005-16. (PMID: 1964808) Neuroscientist. 2004 Aug;10(4):372-92. (PMID: 15271264) Dev Cogn Neurosci. 2014 Jan;7:65-75. (PMID: 24333926) J Public Health (Oxf). 2012 Mar;34 Suppl 1:i20-30. (PMID: 22363027) Neuroimage. 2014 Sep;98:435-41. (PMID: 24814214) Neuroimage. 2008 Feb 15;39(4):1918-25. (PMID: 18060810) Neuroimage. 2008 Apr 15;40(3):1044-55. (PMID: 18295509) Brain Imaging Behav. 2014 Jun;8(2):143-52. (PMID: 24297733) Cereb Cortex. 2013 Nov;23(11):2521-30. (PMID: 22892423) PLoS One. 2013;8(3):e58887. (PMID: 23516569) Cereb Cortex. 2009 Aug;19(8):1889-95. (PMID: 19068488) |
معلومات مُعتمدة: | U24 AA021697 United States AA NIAAA NIH HHS; AA021681 United States AA NIAAA NIH HHS; U01 AA021696 United States AA NIAAA NIH HHS; AA021692 United States AA NIAAA NIH HHS; AA021690 United States AA NIAAA NIH HHS; U01 AA021691 United States AA NIAAA NIH HHS; AA017168 United States AA NIAAA NIH HHS; U01 AA021681 United States AA NIAAA NIH HHS; U01 AA021695 United States AA NIAAA NIH HHS; U01 AA021692 United States AA NIAAA NIH HHS; K05 AA017168 United States AA NIAAA NIH HHS; AA021697 United States AA NIAAA NIH HHS; U01 AA021690 United States AA NIAAA NIH HHS; U24 AA021695 United States AA NIAAA NIH HHS; AA021695 United States AA NIAAA NIH HHS; AA021696 United States AA NIAAA NIH HHS; U01 AA021697 United States AA NIAAA NIH HHS; AA021691 United States AA NIAAA NIH HHS |
فهرسة مساهمة: | Keywords: Adolescence; Cortex; Development; Diffusion tensor imaging; Ethnicity; Fractional anisotropy; Sex |
تواريخ الأحداث: | Date Created: 20160214 Date Completed: 20170112 Latest Revision: 20181113 |
رمز التحديث: | 20221213 |
مُعرف محوري في PubMed: | PMC4808415 |
DOI: | 10.1016/j.neuroimage.2016.01.061 |
PMID: | 26872408 |
قاعدة البيانات: | MEDLINE |
تدمد: | 1095-9572 |
---|---|
DOI: | 10.1016/j.neuroimage.2016.01.061 |