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Reproducibility of brain ADC histograms

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Abstract

The aim of this study was to assess the effect of differences in acquisition technique on whole-brain apparent diffusion coefficient (ADC) histogram parameters, as well as to assess scan–rescan reproducibility. Diffusion-weighted imaging (DWI) was performed in 7 healthy subjects with b-values 0–800, 0–1000, and 0–1500 s/mm2 and fluid-attenuated inversion recovery (FLAIR) DWI with b-values 0–1000 s/mm2. All sequences were repeated with and without repositioning. The peak location, peak height, and mean ADC of the ADC histograms and mean ADC of a region of interest (ROI) in the white matter were compared using paired-sample t tests. Scan–rescan reproducibility was assessed using paired-sample t tests, and repeatability coefficients were reported. With increasing maximum b-values, ADC histograms shifted to lower values, with an increase in peak height (p<0.01). With FLAIR DWI, the ADC histogram shifted to lower values with a significantly higher, narrower peak (p<0.01), although the ROI mean ADC showed no significant differences. For scan–rescan reproducibility, no significant differences were observed. Different DWI pulse sequences give rise to different ADC histograms. With a given pulse sequence, however, ADC histogram analysis is a robust and reproducible technique. Using FLAIR DWI, the partial-voluming effect of cerebrospinal fluid, and thus its confounding effect on histogram analyses, can be reduced.

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References

  1. Gray L, MacFall J (1998) Overview of diffusion imaging. Magn Reson Imaging Clin N Am 6:125–138

    CAS  PubMed  Google Scholar 

  2. Schaefer PW, Grant PE, Gonzalez RG (2000) Diffusion-weighted MR imaging of the brain. Radiology 217:331–345

    CAS  PubMed  Google Scholar 

  3. Werring DJ, Brassat D, Droogan AG et al. (2000) The pathogenesis of lesions and normal-appearing white matter changes in multiple sclerosis: a serial diffusion MRI study. Brain 123:1667–1676

    PubMed  Google Scholar 

  4. Naganawa S, Sato K, Katagiri T et al. (2003) Regional ADC values of the normal brain: differences due to age, gender, and laterality. Eur Radiol 13:6–11

    PubMed  Google Scholar 

  5. Maldjian JA, Grossman RI (2001) Future applications of DWI in MS. J Neurol Sci 186 (Suppl 1):S55–S57

    PubMed  Google Scholar 

  6. Roberts TP, Rowley HA (2003) Diffusion-weighted magnetic resonance imaging in stroke. Eur J Radiol 45:185–194

    PubMed  Google Scholar 

  7. Lovblad KO, Baird AE, Schlaug G et al. (1997) Ischemic lesion volumes in acute stroke by diffusion-weighted magnetic resonance imaging correlate with clinical outcome. Ann Neurol 42:164–170

    CAS  PubMed  Google Scholar 

  8. El Koussy M, Lovblad KO, Kiefer C et al. (2002) Apparent diffusion-coefficient mapping of infarcted tissue and the ischaemic penumbra in acute stroke. Neuroradiology 44:812–818

    PubMed  Google Scholar 

  9. Chun T, Filippi CG, Zimmerman RD et al. (2000) Diffusion changes in the aging human brain. Am J Neuroradiol 21:1078–1083

    CAS  PubMed  Google Scholar 

  10. Nusbaum AO, Tang CY, Buchsbaum MS et al. (2001) Regional and global changes in cerebral diffusion with normal aging. Am J Neuroradiol 22:136–142

    CAS  PubMed  Google Scholar 

  11. Huizinga TW, Steens SC, van Buchem MA (2001) Imaging modalities in central nervous system systemic lupus erythematosus. Curr Opin Rheumatol 13:383–388

    CAS  PubMed  Google Scholar 

  12. Bosma GP, Huizinga TW, Mooijaart SP et al. (2003) Abnormal brain diffusivity in patients with neuropsychiatric systemic lupus erythematosus. Am J Neuroradiol 24:850–854

    PubMed  Google Scholar 

  13. Cercignani M, Iannucci G, Rocca MA et al. (2000) Pathologic damage in MS assessed by diffusion-weighted and magnetization-transfer MRI. Neurology 54:1139–1144

    CAS  PubMed  Google Scholar 

  14. Filippi M, Inglese M (2001) Overview of diffusion-weighted magnetic resonance studies in multiple sclerosis. J Neurol Sci 186 (Suppl 1):S37–S43

    PubMed  Google Scholar 

  15. Filippi M (2001) In vivo tissue characterization of multiple sclerosis and other white matter diseases using magnetic resonance based techniques. J Neurol 248:1019–1029

    CAS  PubMed  Google Scholar 

  16. Wilson M, Morgan PS, Lin X et al. (2001) Quantitative diffusion-weighted magnetic resonance imaging, cerebral atrophy, and disability in multiple sclerosis. J Neurol Neurosurg Psychiatry 70:318–322

    CAS  PubMed  Google Scholar 

  17. Bammer R, Fazekas F (2002) Diffusion imaging in multiple sclerosis. Neuroimaging Clin N Am 12:71–106

    PubMed  Google Scholar 

  18. Maier SE, Gudbjartsson H, Patz S et al. (1998) Line scan diffusion imaging: characterization in healthy subjects and stroke patients. Am J Roentgenol 171:85–93

    CAS  Google Scholar 

  19. Sze G, Anderson A (2000) Diffusing into the future. Am J Neuroradiol 21:1780–1782

    CAS  PubMed  Google Scholar 

  20. Chen ZG, Li TQ, Hindmarsh T (2001) Diffusion tensor trace mapping in normal adult brain using single-shot EPI technique: a methodological study of the aging brain. Acta Radiol 42:447–458

    CAS  PubMed  Google Scholar 

  21. Delano MC, Cooper TG, Siebert JE et al. (2000) High-b-value diffusion-weighted MR imaging of adult brain: image contrast and apparent diffusion coefficient map features. Am J Neuroradiol 21:1830–1836

    PubMed  Google Scholar 

  22. Clark CA, Le Bihan D (2000) Water diffusion compartmentation and anisotropy at high b-values in the human brain. Magn Reson Med 44:852–859

    Article  CAS  PubMed  Google Scholar 

  23. Melhem ER, Itoh R, Jones L et al. (2000) Diffusion tensor MR imaging of the brain: effect of diffusion-weighting on trace and anisotropy measurements. Am J Neuroradiol 21:1813–1820

    CAS  PubMed  Google Scholar 

  24. Burdette JH, Elster AD (2002) Diffusion-weighted imaging of cerebral infarctions: Are higher b-values better? J Comput Assist Tomogr 26:622–627

    Article  PubMed  Google Scholar 

  25. Latour LL, Warach S (2002) Cerebral spinal fluid contamination of the measurement of the apparent diffusion coefficient of water in acute stroke. Magn Reson Med 48:478–486

    PubMed  Google Scholar 

  26. Falconer JC, Narayana PA (1997) Cerebrospinal fluid-suppressed high-resolution diffusion imaging of human brain. Magn Reson Med 37:119–123

    CAS  PubMed  Google Scholar 

  27. Cercignani M, Horsfield MA (2001) The physical basis of diffusion-weighted MRI. J Neurol Sci 186 (Suppl 1):S11–S14

    PubMed  Google Scholar 

  28. Woods RP, Grafton ST, Holmes CJ et al. (1998) Automated image registration. I. General methods and intrasubject, intramodality validation. J Comput Assist Tomogr 22:139–152

    CAS  PubMed  Google Scholar 

  29. Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1:307–310

    CAS  PubMed  Google Scholar 

  30. Norris DG (2001) The effects of microscopic tissue parameters on the diffusion-weighted magnetic resonance imaging experiment. NMR Biomed 14:77–93

    Article  CAS  PubMed  Google Scholar 

  31. Kwong KK, McKinstry RC, Chien D et al. (1991) CSF-suppressed quantitative single-shot diffusion imaging. Magn Reson Med 21:157–163

    CAS  PubMed  Google Scholar 

  32. Stevenson VL, Parker GJ, Barker GJ et al. (2000) Variations in T1 and T2 relaxation times of normal appearing white matter and lesions in multiple sclerosis. J Neurol Sci 178:81–87

    CAS  PubMed  Google Scholar 

  33. Nitz WR (2002) Fast and ultrafast non-echo-planar MR imaging techniques. Eur Radiol 12:2866–2882

    CAS  PubMed  Google Scholar 

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Correspondence to Stefan C. A. Steens.

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Steens, S.C.A., Admiraal-Behloul, F., Schaap, J.A. et al. Reproducibility of brain ADC histograms. Eur Radiol 14, 425–430 (2004). https://doi.org/10.1007/s00330-003-2121-3

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  • DOI: https://doi.org/10.1007/s00330-003-2121-3

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