A multimodal neuroimaging and hepatic imaging analysis for hepatic-type and neurological-type Wilson’s disease

Chen Liang , Li Bai , Wei Hou , Jing Zhao , Dongning Su , Tao Feng , Wenyan Song , Hui Liu , Sujun Zheng

Metabolism and Target Organ Damage ›› 2025, Vol. 5 ›› Issue (4) : 66

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Metabolism and Target Organ Damage ›› 2025, Vol. 5 ›› Issue (4) :66 DOI: 10.20517/mtod.2025.173
Original Article

A multimodal neuroimaging and hepatic imaging analysis for hepatic-type and neurological-type Wilson’s disease

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Abstract

Aim: Wilson’s disease (WD) primarily manifests in hepatic and neurological symptoms. This study aims to integrate multimodal neuroimaging and hepatic imaging analysis to provide novel insights into the diagnosis and severity assessment of WD.

Methods: This study recruited patients diagnosed with hepatic-type WD (HWD), neurological-type WD (NWD), and healthy controls (HCs). All participants underwent both brain and liver magnetic resonance imaging (MRI) scanning. The quantitative susceptibility mapping (QSM) values, volumes of different brain regions, fat content, and iron quantification in liver regions of interest (ROIs) were compared and analyzed across groups. The diagnostic biomarkers were identified by LASSO (Least Absolute Shrinkage and Selection Operator) regression, and their diagnostic value was evaluated using receiver operating characteristic (ROC) analysis. In addition, the correlation between the severity of neurological symptoms and imaging biomarkers was analyzed.

Results: A total of 38 subjects were included in this study, comprising 17 cases of HWD, 10 NWD, and 11 HCs. Compared to HCs, the WD group, especially NWD, exhibited significant iron deposition in liver segments. Additionally, QSM values were significantly increased. The regional brain volumes were significantly reduced. The ROC curve demonstrates that the combination of brain QSM values and volumes selected exhibits strong discriminatory power in distinguishing between WD vs. HCs, NWD vs. HCs, HWD vs. HCs, and NWD vs. HWD.

Conclusion: Iron deposition in the liver and brain, as well as the extent of regional brain atrophy, may serve as predictive markers for the onset of WD, particularly NWD. All suspected and confirmed WD patients, regardless of NWD or HWD, should undergo brain and liver MRI for diagnostic evaluation and follow-up assessments.

Keywords

Wilson’s disease / magnetic resonance imaging / iron / quantitative susceptibility mapping / volumes

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Chen Liang, Li Bai, Wei Hou, Jing Zhao, Dongning Su, Tao Feng, Wenyan Song, Hui Liu, Sujun Zheng. A multimodal neuroimaging and hepatic imaging analysis for hepatic-type and neurological-type Wilson’s disease. Metabolism and Target Organ Damage, 2025, 5(4): 66 DOI:10.20517/mtod.2025.173

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References

[1]

Schilsky ML,Bronstein JM.A multidisciplinary approach to the diagnosis and management of Wilson disease: 2022 Practice Guidance on Wilson disease from the American Association for the Study of Liver Diseases.Hepatology2025;82:E41-90

[2]

Nagral A,Matthai J.Wilson’s disease: Clinical Practice Guidelines of the Indian National Association for Study of the Liver, the Indian Society of Pediatric Gastroenterology, Hepatology and Nutrition, and the Movement Disorders Society of India.J Clin Exp Hepatol2019;9:74-98 PMCID:PMC6363961

[3]

Association for Study of Liver. EASL Clinical Practice Guidelines: Wilson’s disease.J Hepatol2012;56:671-85

[4]

Roberts EA, Schilsky ML; American Association for Study of Liver Diseases (AASLD). Diagnosis and treatment of Wilson disease: an update. Hepatology. 2008;47:2089-111.

[5]

Guindi M.Wilson disease.Semin Diagn Pathol2019;36:415-22

[6]

Alqahtani SA,Abuquteish D.Hepatic ultrastructural features distinguish paediatric Wilson disease from NAFLD and autoimmune hepatitis.Liver Int2022;42:2482-91

[7]

Inherited Metabolic Liver Disease Collaboration Group, Chinese Society of Hepatology, Chinese Medical Association. [Guidelines for the diagnosis and treatment of hepatolenticular degeneration (2022 edition)].Zhonghua Gan Zang Bing Za Zhi2022;30:9-20

[8]

Doguer C.Intersection of iron and copper metabolism in the mammalian intestine and liver.Compr Physiol2018;8:1433-61 PMCID:PMC6460475

[9]

Pak K,Sadowski B,Torres D.Wilson’s disease and iron overload: pathophysiology and therapeutic implications.Clin Liver Dis2021;17:61-6 PMCID:PMC7916432

[10]

Dusek P,Litwin T.Brain iron accumulation in Wilson disease: a post mortem 7 Tesla MRI - histopathological study.Neuropathol Appl Neurobiol2017;43:514-32

[11]

Teschke R.Wilson disease: copper-mediated cuproptosis, iron-related ferroptosis, and clinical highlights, with comprehensive and critical analysis update.Int J Mol Sci2024;25:4753 PMCID:PMC11084815

[12]

Su D,Zhang Z.Distinctive pattern of metal deposition in neurologic Wilson disease: insights from 7T susceptibility-weighted imaging.Neurology2024;102:e209478 PMCID:PMC11244749

[13]

Ferenci P,Loudianos G.Diagnosis and phenotypic classification of Wilson disease.Liver Int2003;23:139-42

[14]

European Association for the Study of the Liver. EASL-ERN Clinical Practice Guidelines on Wilson’s disease.J Hepatol2025:690-728

[15]

Aggarwal A,Nagral A,Bhatt M.A novel Global Assessment Scale for Wilson’s Disease (GAS for WD).Mov Disord2009;24:509-18

[16]

Czlonkowska A,Moller J C.Unified Wilson’s Disease Rating Scale - a proposal for the neurological scoring of Wilson’s disease patients.Neurol Neurochir Pol2007;41:1-12

[17]

Campo CA,Schubert T,Pay AJV.Standardized approach for ROI-based measurements of proton density fat fraction and R2* in the liver.AJR Am J Roentgenol2017;209:592-603 PMCID:PMC5639884

[18]

Verlhac S,Bernaudin F,Jung C.Liver iron overload assessment by MRI R2* relaxometry in highly transfused pediatric patients: an agreement and reproducibility study.Diagn Interv Imaging2015;96:259-64

[19]

Bannas P,Hernando D.Quantitative magnetic resonance imaging of hepatic steatosis: validation in ex vivo human livers.Hepatology2015;62:1444-55 PMCID:PMC4652324

[20]

Ashburner J.Voxel-based morphometry--the methods.Neuroimage2000;11:805-21

[21]

Acosta-Cabronero J,Mattern H,Speck O.A robust multi-scale approach to quantitative susceptibility mapping.Neuroimage2018;183:7-24 PMCID:PMC6215336

[22]

Dohan A,Dautry R.MR imaging features of focal liver lesions in Wilson disease.Abdom Radiol2016;41:1811-24

[23]

Su D,Zhang Z.Microstructural and functional impairment of the basal ganglia in Wilson’s disease: a multimodal neuroimaging study.Front Neurosci2023;17:1146644 PMCID:PMC10157043

[24]

Fritzsch D,Trampel R,Hoffmann KT.Seven-tesla magnetic resonance imaging in Wilson disease using quantitative susceptibility mapping for measurement of copper accumulation.Invest Radiol2014;49:299-306

[25]

Dlouhy AC.The iron metallome in eukaryotic organisms.Met Ions Life Sci2013;12:241-78 PMCID:PMC3924584

[26]

Scheiber IF.Pathogenesis of Wilson disease.Handb Clin Neurol2017;142:43-55

[27]

Shiono Y,Hayashi H.Iron accumulation in the liver of male patients with Wilson’s disease.Am J Gastroenterol2001;96:3147-51

[28]

Shribman S,Sudre CH.Neuroimaging correlates of brain injury in Wilson’s disease: a multimodal, whole-brain MRI study.Brain2022;145:263-75 PMCID:PMC8967100

[29]

Du J.Brain atrophy is a better biomarker than susceptibility for evaluating clinical severity in Wilson disease.Radiology2021;299:673-4

[30]

Dusek P,Ruzicka F.Associations of brain atrophy and cerebral iron accumulation at MRI with clinical severity in Wilson disease.Radiology2021;299:662-72

[31]

Jing XZ,Li GY.Increased magnetic susceptibility in the deep gray matter nuclei of Wilson’s disease: have we been ignoring atrophy?.Front Neurosci2022;16:794375 PMCID:PMC9198485

[32]

Smolinski L,Akgun K.Brain atrophy is substantially accelerated in neurological Wilson’s disease: a longitudinal study.Mov Disord2022;37:2446-51

[33]

Rahimi P,Brůha R.Brain morphometry in hepatic Wilson disease patients.J Inherit Metab Dis2025;48:e12814 PMCID:PMC11670153

[34]

Tinaz S,Nalamada K.Structural and functional brain changes in hepatic and neurological Wilson disease.Brain Imaging Behav2021;15:2269-82

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