Advertisement
Guest Editorial| Volume 28, ISSUE 12, P1709-1710, December 2021

Download started.

Ok

Bilateral Distance Method for Segmentation of Periventricular from Deep White Matter T2 Signal Hyperintensities on 3-D Brain MRIs

      T2 signal hyperintensities (WMHs) are readily visualized on brain scans of elderly individuals. WMHs occur both in demented patients and in healthy elderly subjects. The main risk factors associated with development of WMHs are older age and hypertension (
      • Longstreth Jr., WT
      • Manolio TA
      • Arnold A
      • Burke GL
      • Bryan N
      • Jungreis CA
      • et al.
      Clinical correlates of white matter findings on cranial magnetic resonance imaging of 3301 elderly people. The Cardiovascular Health Study.
      ). Vladimir Hachinski proposed the descriptive term “leukoaraiosis” to refer to these changes, based on the Greek for “white matter rarefaction” (
      • Hachinski VC
      • Potter P
      • Merskey H.
      Leuko-araiosis.
      ). The origin and pathophysiology of WMHs are not fully understood. Histopathological-imaging correlational studies in post-mortem brains have shown that WMHs reflect heterogeneous histological changes including myelin pallor, myelin loss, axonal loss, gliosis and incomplete white matter infarction (
      • Fazekas F
      • Kleinert R
      • Offenbacher H
      • Schmidt R
      • Kleinert G
      • Payer F
      • et al.
      Pathologic correlates of incidental MRI white matter signal hyperintensities.
      ,
      • Fazekas F
      • Schmidt R
      • Scheltens P.
      Pathophysiologic mechanisms in the development of age-related white matter changes of the brain.
      ). Some of these histological changes are thought to be ischemic in origin, but non-vascular mechanisms such as CSF transudation through discontinuities of the ependyma into the brain interstitium are also important. Brain pathological examination of Alzheimer's disease (AD) cases have demonstrated deep white matter rarefaction with partial loss of myelin and axons, referred to as selective incomplete WM infarction, and are thought to result from non-amyloid arteriolosclerosis associated with hypoperfusion (
      • Englund E
      • Brun A
      • Alling C.
      White matter changes in dementia of Alzheimer's type. Biochemical and neuropathological correlates.
      ). Accordingly, increased volume or higher severity of PWMHs are found in patients with AD dementia (
      • Fazekas F
      • Chawluk JB
      • Alavi A
      • Hurtig HI
      • Zimmerman RA.
      MR signal abnormalities at 1.5 T in Alzheimer's dementia and normal aging.
      ,
      • Lee S
      • Viqar F
      • Zimmerman ME
      • Narkhede A
      • Tosto G
      • Benzinger TL
      • et al.
      White matter hyperintensities are a core feature of Alzheimer's disease: Evidence from the dominantly inherited Alzheimer network.
      ).WMHs in conjunction with lacunar brain infarctions are also highly prevalent in subcortical ischemic vascular disease (SIVD), the most common type of vascular dementia (
      • Román GC
      • Erkinjuntti T
      • Wallin A
      • Pantoni L
      • Chui HC.
      Subcortical ischaemic vascular dementia.
      ).
      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Academic Radiology
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      REFERENCES

        • Longstreth Jr., WT
        • Manolio TA
        • Arnold A
        • Burke GL
        • Bryan N
        • Jungreis CA
        • et al.
        Clinical correlates of white matter findings on cranial magnetic resonance imaging of 3301 elderly people. The Cardiovascular Health Study.
        Stroke. 1996; 27: 1274-1282
        • Hachinski VC
        • Potter P
        • Merskey H.
        Leuko-araiosis.
        Arch Neurol. 1987; 44: 21-23
        • Fazekas F
        • Kleinert R
        • Offenbacher H
        • Schmidt R
        • Kleinert G
        • Payer F
        • et al.
        Pathologic correlates of incidental MRI white matter signal hyperintensities.
        Neurology. 1993; 43: 1683-1689
        • Fazekas F
        • Schmidt R
        • Scheltens P.
        Pathophysiologic mechanisms in the development of age-related white matter changes of the brain.
        Dement Geriatr Cogn Disord. 1998; 9 Suppl 1: 2-5
        • Englund E
        • Brun A
        • Alling C.
        White matter changes in dementia of Alzheimer's type. Biochemical and neuropathological correlates.
        J Neurol. 1988; 111: 1425-1439
        • Fazekas F
        • Chawluk JB
        • Alavi A
        • Hurtig HI
        • Zimmerman RA.
        MR signal abnormalities at 1.5 T in Alzheimer's dementia and normal aging.
        AJR. 1987; 149: 351-356
        • Lee S
        • Viqar F
        • Zimmerman ME
        • Narkhede A
        • Tosto G
        • Benzinger TL
        • et al.
        White matter hyperintensities are a core feature of Alzheimer's disease: Evidence from the dominantly inherited Alzheimer network.
        Ann Neurol. 2016; 79: 929-939
        • Román GC
        • Erkinjuntti T
        • Wallin A
        • Pantoni L
        • Chui HC.
        Subcortical ischaemic vascular dementia.
        Lancet Neurol. 2002; 1: 426-436
        • Moody DM
        • Brown WR
        • Challa VR
        • Anderson RL.
        Periventricular venous collagenosis: association with leukoaraiosis.
        Radiology. 1995; 194: 469-476
        • de Groot JC
        • de Leeuw FE
        • Oudkerk M
        • van Gijn J
        • Hofman A
        • Jolles J
        • et al.
        Cerebral white matter lesions and cognitive function: the Rotterdam Scan Study.
        Ann Neurol. 2000; 47: 145-151
        • Bolandzadeh N
        • Davis JC
        • Tam R
        • Handy TC
        • Liu-Ambrose T.
        The association between cognitive function and white matter lesion location in older adults: a systematic review.
        BMC neurology. 2012; 12: 126
        • Biesbroek JM
        • Weaver NA
        • Biessels GJ.
        Lesion location and cognitive impact of cerebral small vessel disease.
        Clinical science (London, England: 1979). 2017; 131: 715-728
        • Scheltens P
        • Erkinjunti T
        • Leys D
        • Wahlund LO
        • Inzitari D
        • del Ser T
        • et al.
        White matter changes on CT and MRI: an overview of visual rating scales. European Task Force on Age-Related White Matter Changes.
        Eur Neurol. 1998; 39: 80-89
        • Cedres N
        • Ferreira D
        • Machado A
        • Shams S
        • Sacuiu S
        • Waern M
        • et al.
        Predicting Fazekas scores from automatic segmentations of white matter signal abnormalities.
        Aging. 2020; 12: 894-901
        • Chen J
        • Mikheev AV
        • Yu H
        • Gruen MD
        • Rusinek H
        • Ge Y.
        Bilateral Distance Partition of Periventricular and Deep White Matter Hyperintensities: Performance of the Method in the Aging Brain.
        Acad Radiol. 2020; https://doi.org/10.1016/j.acra.2020.07.039
        • Weiner MW
        • Aisen PS
        • Jack Jr., CR
        • Jagust WJ
        • Trojanowski JQ
        • Shaw L
        • et al.
        The Alzheimer's disease neuroimaging initiative: progress report and future plans.
        J Alzheimers Dis. 2010; 6 (.e7): 202-211
        • Brickman AM
        • Provenzano FA
        • Muraskin J
        • Manly JJ
        • Blum S
        • Apa Z
        • et al.
        Regional white matter hyperintensity volume, not hippocampal atrophy, predicts incident Alzheimer disease in the community.
        Arch Neurol. 2012; 69: 1621-1627
      1. Luo W AC, Albright J. The NeuroQuant Normative Database. Comparing Individual Brain Structures. In: Cortechs labs I, editor. San Diego, CA USA.