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      Multi-compartment analysis of the complex gradient-echo signal quantifies myelin breakdown in premanifest Huntington's disease

      research-article
      a , * , 1 , a , 1 , b , c , d , e , f , g , h , a ,   a
      NeuroImage : Clinical
      Elsevier
      CAG, cytosine, adenine, and guanine, CC, corpus callosum, CV, coefficient of variation, DBS, disease burden score, DCL, diagnostic confidence level, DT-MRI, diffusion tensor magnetic resonance imaging, FDM, frequency difference mapping, HD, Huntington’s disease, HTT, huntingtin, mGRE, multi-echo gradient-recalled echo, MoCA, Montreal Cognitive Assessment, MTR, magnetization transfer ratio, MW, myelin water, MWF, myelin water fraction, MWI, myelin water imaging, PCA, principal component analysis, PEBL, Psychology Experiment Building Language (PEBL), RF, radiofrequency, TE, echo time, TMS, total motor score, TOPFUK, Test of Premorbid Functioning - UK Version, TR, repetition time, UHDRS, Unified Huntington’s Disease Rating Scale, WAIS-R, Wechsler Adult Intelligence Scale-Revised, WM, white matter, Frequency difference mapping, Three-pool model, Premanifest Huntington’s disease, Myelin, Executive function

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          Highlights

          • Gradient-echo data were acquired from premanifest HD patients in the callosum at 7 T.

          • Reproducibility of multi-compartment analysis across callosal areas was assessed.

          • Reduced myelin water signal fraction (f m) in HD patients suggested myelin breakdown.

          • Executive function correlated with callosal f m values in HD patients.

          • The reported approach may aid understanding of HD pathogenesis and progression.

          Abstract

          White matter (WM) alterations have been identified as a relevant pathological feature of Huntington’s disease (HD). Increasing evidence suggests that WM changes in this disorder are due to alterations in myelin‐associated biological processes. Multi-compartmental analysis of the complex gradient-echo MRI signal evolution in WM has been shown to quantify myelin in vivo, therefore pointing to the potential of this technique for the study of WM myelin changes in health and disease. This study first characterized the reproducibility of metrics derived from the complex multi-echo gradient-recalled echo (mGRE) signal across the corpus callosum in healthy participants, finding highest reproducibility in the posterior callosal segment. Subsequently, the same analysis pipeline was applied in this callosal region in a sample of premanifest HD patients (n = 19) and age, sex and education matched healthy controls (n = 21). In particular, we focused on two myelin-associated derivatives: i. the myelin water signal fraction (f m), a parameter dependent on myelin content; and ii. The difference in frequency between myelin and intra-axonal water pools (Δω), a parameter dependent on the ratio between the inner and the outer axonal radii. f m was found to be lower in HD patients (β = −0.13, p = 0.03), while Δω did not show a group effect. Performance in tests of working memory, executive function, social cognition and movement was also assessed, and a greater age-related decline in executive function was detected in HD patients (β = −0.06, p = 0.006), replicating previous evidence of executive dysfunction in HD. Finally, the correlation between f m, executive function, and proximity to disease onset was explored in patients, and a positive correlation between executive function and f m was detected (r = 0.542; p = 0.02). This study emphasises the potential of complex mGRE signal analysis for aiding understanding of HD pathogenesis and progression. Moreover, expanding on evidence from pathology and animal studies, it provides novel in vivo evidence supporting myelin breakdown as an early feature of HD.

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          Most cited references100

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          The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment.

          To develop a 10-minute cognitive screening tool (Montreal Cognitive Assessment, MoCA) to assist first-line physicians in detection of mild cognitive impairment (MCI), a clinical state that often progresses to dementia. Validation study. A community clinic and an academic center. Ninety-four patients meeting MCI clinical criteria supported by psychometric measures, 93 patients with mild Alzheimer's disease (AD) (Mini-Mental State Examination (MMSE) score > or =17), and 90 healthy elderly controls (NC). The MoCA and MMSE were administered to all participants, and sensitivity and specificity of both measures were assessed for detection of MCI and mild AD. Using a cutoff score 26, the MMSE had a sensitivity of 18% to detect MCI, whereas the MoCA detected 90% of MCI subjects. In the mild AD group, the MMSE had a sensitivity of 78%, whereas the MoCA detected 100%. Specificity was excellent for both MMSE and MoCA (100% and 87%, respectively). MCI as an entity is evolving and somewhat controversial. The MoCA is a brief cognitive screening tool with high sensitivity and specificity for detecting MCI as currently conceptualized in patients performing in the normal range on the MMSE.
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            Age differences in short-term retention of rapidly changing information.

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              In vivo visualization of myelin water in brain by magnetic resonance.

              We exploit the intrinsic difference in magnetic resonance spin-spin relaxation time, T2, between water associated with myelin sheaths and water in other central nervous system tissue in order to measure myelin water content within any region of an image or to generate indirectly a myelin map of the brain. In normal volunteers, myelin water maps give the expected myelin distribution. In multiple sclerosis patients, lesions exhibit different myelin water contents providing insight into the demyelination process unavailable from conventional magnetic resonance images. In vivo myelin measurement has important applications in the clinical management of multiple sclerosis and other white matter diseases.
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                Author and article information

                Contributors
                Journal
                Neuroimage Clin
                Neuroimage Clin
                NeuroImage : Clinical
                Elsevier
                2213-1582
                05 April 2021
                2021
                05 April 2021
                : 30
                : 102658
                Affiliations
                [a ]Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Maindy Road, Cardiff, CF 24 4HQ, UK
                [b ]Department of Neurology and Psychological Medicine, Hayden Ellis Building, Maindy Road, Cardiff CF24 4HQ, UK
                [c ]School of Biosciences, Cardiff University, Museum Avenue, Cardiff CF10 3AX, UK
                [d ]Clinical Neurosciences, University of Bristol, Bristol BS10 5NB, UK
                [e ]Birmingham and Solihull Mental Health NHS Foundation Trust, 50 Summer Hill Road, Birmingham B1 3RB, UK
                [f ]Institute of Clinical Sciences, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham B15 2TT, UK
                [g ]Siemens Healthcare Ltd, Camberly, UK
                [h ]Siemens Healthcare GmbH, Erlangen, Germany
                Author notes
                [* ]Corresponding author. chiara.casella@ 123456kcl.ac.uk
                [1]

                These authors share first authorship.

                Article
                S2213-1582(21)00102-9 102658
                10.1016/j.nicl.2021.102658
                8079666
                33865029
                9ff39bf5-8687-47ff-ba2a-d1e03b009540
                © 2021 The Authors

                This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).

                History
                : 9 November 2020
                : 25 March 2021
                : 30 March 2021
                Categories
                Regular Article

                cag, cytosine, adenine, and guanine,cc, corpus callosum,cv, coefficient of variation,dbs, disease burden score,dcl, diagnostic confidence level,dt-mri, diffusion tensor magnetic resonance imaging,fdm, frequency difference mapping,hd, huntington’s disease,htt, huntingtin,mgre, multi-echo gradient-recalled echo,moca, montreal cognitive assessment,mtr, magnetization transfer ratio,mw, myelin water,mwf, myelin water fraction,mwi, myelin water imaging,pca, principal component analysis,pebl, psychology experiment building language (pebl),rf, radiofrequency,te, echo time,tms, total motor score,topfuk, test of premorbid functioning - uk version,tr, repetition time,uhdrs, unified huntington’s disease rating scale,wais-r, wechsler adult intelligence scale-revised,wm, white matter,frequency difference mapping,three-pool model,premanifest huntington’s disease,myelin,executive function

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