Abstract
Objectives
To investigate the pathological interplay between immunity and the visual processing system (VPS) in thyroid eye disease (TED).
Methods
A total of 24 active patients (AP), 26 inactive patients (IP) of TED, and 27 healthy controls (HCs) were enrolled. Orbital magnetic resonance imaging (MRI) and resting-state functional MRI (rs-fMRI) were conducted for each participant. Multiple MRI parameters of the intraorbital optic nerve (ON) were assessed. The amplitude of low-frequency fluctuations (ALFF) and regional homogeneity (ReHo) were calculated. Correlation analyses were carried out on the above parameters and clinical characteristics.
Results
Visual functioning scores differentiated between the AP and IP groups. The ON subarachnoid space and ON sheath diameter were significantly higher in AP than in IP. Six vision-related brain regions were identified in TED patients compared with HCs, including right calcarine (CAL.R), right cuneus (CUN.R), left postcentral gyrus (PoCG.L), right middle temporal gyrus (MTG.R), left superior frontal gyrus (SFG.L), and left caudate (CAU.L). The brain activity of MTG.R, SFG.L, and CAU.L differentiated between the AP and IP groups. The correlation analysis revealed a close association among the vision-related brain regions, MRI parameters of ON, and clinical characteristics in AP and IP, respectively.
Conclusions
Combined orbital and brain neuroimaging revealed abnormalities of the VPS in TED, which had a close correlation with immune statuses. Vision-related brain regions in TED might be possibly altered by peripheral immunity via a direct or indirect approach.
Clinical relevance statement
The discovery of this study explained the disparity of visual dysfunction in TED patients with different immune statuses. With the uncovered neuroimaging markers, early detection and intervention of visual dysfunction could be achieved and potentially benefit TED patients.
Key Points
• Patients with different immune statuses of thyroid eye disease varied in the presentation of visual dysfunction.
• The combined orbital and brain neuroimaging study identified six altered vision-related brain regions, which had a significant correlation with the MRI parameters of the intraorbital optic nerve and immunological characteristics.
• Peripheral immunity might possibly give rise to alterations in the central nervous system part of the visual processing system via a direct or indirect approach.
Similar content being viewed by others
Abbreviations
- ALFF:
-
Amplitude of low-frequency fluctuation
- CAL.R:
-
Right calcarine fissure
- CAU.L:
-
Left caudate nucleus
- CUN.R:
-
Right cuneus
- DON:
-
Dysthyroid optic neuropathy
- FF:
-
Fat fraction
- MRI:
-
Magnetic resonance imaging
- MTG.R:
-
Right temporal middle gyrus
- ON:
-
Optic nerve
- ONSD:
-
Optic nerve sheath diameter
- PoCG.L:
-
Left postcentral gyrus
- ReHo:
-
Regional homogeneity
- rs-fMRI:
-
Resting-state functional magnetic resonance imaging
- SFG.L:
-
Left frontal superior gyrus
- TED:
-
Thyroid eye disease
- VPS:
-
Visual processing system
- WF:
-
Water fraction
References
Burch HB, Perros P, Bednarczuk T et al (2022) Management of thyroid eye disease: a consensus statement by the American Thyroid Association and the European Thyroid Association. Thyroid 32:1439–1470
Bartalena L, Tanda ML (2022) Current concepts regarding Graves’ orbitopathy. J Intern Med 292(5):692–716
Wiersinga WM (2012) Quality of life in Graves’ ophthalmopathy. Best Pract Res Clin Endocrinol Metab 26:359–370
Ponto KA, Hommel G, Pitz S, Elflein H, Pfeiffer N, Kahaly GJ (2011) Quality of life in a German Graves orbitopathy population. Am J Ophthalmol 152:483–490
Åsman P (2003) Ophthalmological evaluation in thyroid-associated ophthalmopathy. Acta Ophthalmol Scand 81:437–448
Lee H, Lee YH, Suh SI, Jeong EK, Baek S, Seo HS (2018) Characterizing intraorbital optic nerve changes on diffusion tensor imaging in thyroid eye disease before dysthyroid optic neuropathy. J Comput Assist Tomogr 42:293–298
Blandford AD, Zhang D, Chundury RV, Perry JD (2017) Dysthyroid optic neuropathy: update on pathogenesis, diagnosis, and management. Expert Rev Ophthalmol 12:111–121
Schworm HD, Heufelder AE, Kunze A, Welge E, Boergen KP (2000) Clinical significance of saccade analysis in early active Graves’ ophthalmopathy. Invest Ophthalmol Vis Sci 41:1710–1718
Song C, Luo Y, Yu G, Chen H, Shen J (2022) Current insights of applying MRI in Graves’ ophthalmopathy. Front Endocrinol 13
Liu N, Liang G, Li L, Zhou H (2021) An eyelid parameters auto-measuring method based on 3D scanning. Displays 69
Wu Q, Hu H, Chen W et al (2020) Morphological and microstructural brain changes in thyroid-associated ophthalmopathy: a combined voxel-based morphometry and diffusion tensor imaging study. J Endocrinol Invest 43:1591–1598
Chen W, Wu Q, Chen L et al (2021) Aberrant brain voxel-wise resting state fMRI in patients with thyroid-associated ophthalmopathy. J Neuroimaging 31:773–783
Coffey PJ, Gias C, McDermott CJ et al (2007) Complement factor H deficiency in aged mice causes retinal abnormalities and visual dysfunction. Proc Natl Acad Sci U S A 104:16651–16656
Grunwald GB, Kornguth SE, Towfighi J et al (1987) Autoimmune basis for visual paraneoplastic syndrome in patients with small cell lung carcinoma. Retinal immune deposits and ablation of retinal ganglion cells. Cancer 60:780–786
Zhao S, Shi S, Yang W et al (2022) RhoA with associated TRAb or FT3 in the diagnosis and prediction of Graves’ ophthalmopathy. Dis Markers 2022:8323946
Rundle FF, Wilson CW (1945) Development and course of exophthalmos and ophthalmoplegia in Graves’ disease with special reference to the effect of thyroidectomy. Clin Sci 5:177–194
Aniszewski JP, Valyasevi RW, Bahn RS (2000) Relationship between disease duration and predominant orbital T cell subset in Graves’ ophthalmopathy. J Clin Endocrinol Metab 85:776–780
Prabhakar BS, Bahn RS, Smith TJ (2003) Current perspective on the pathogenesis of Graves’ disease and ophthalmopathy. Endocr Rev 24:802–835
Wakelkamp IMMJ, Bakker O, Baldeschi L, Wiersinga WM, Prummel MF (2003) TSH-R expression and cytokine profile in orbital tissue of active vs inactive Graves’ ophthalmopathy patients: TSH-R expression and cytokines in Graves’ orbital tissue. Clin Endocrinol (Oxf) 58:280–287
Shan SJC, Douglas RS (2014) The pathophysiology of thyroid eye disease. J Neuroophthalmol 34:177–185
Wang Y, Padnick-Silver L, Francis-Sedlak M et al (2022) Inflammatory and noninflammatory thyroid eye disease: comparison of disease signs, symptoms, and quality of life in patients in the United States. Endocr Pract 28:842–846
Huang Y, Fang S, Li D, Zhou H, Li B, Fan X (2019) The involvement of T cell pathogenesis inthyroid-associated ophthalmopathy. Eye (Lond) 33:176–182
Perros P, Kendall-Taylor P (1995) Thyroid-associated ophthalmopathy: pathogenesis and clinical management. Baillières Clin Endocrinol Metab 9:115–135
Bartalena L, Kahaly GJ, Baldeschi L et al (2021) The 2021 European Group on Graves’ orbitopathy (EUGOGO) clinical practice guidelines for the medical management of Graves’ orbitopathy. Eur J Endocrinol 185:G43–G67
Oculoplastic and Orbital Disease Group of Chinese Ophthalmological Society of Chinese Medical Association, Thyroid Group of Chinese Society of Endocrinology of Chinese Medical Association (2022) Chinese guideline on the diagnosis and treatment of thyroid-associated ophthalmopathy (2022). Zhonghua Yan Ke Za Zhi Chin J Ophthalmol 58:646–668
Terwee CB, Gerding MN, Dekker FW, Prummel MF, Wiersinga WM (1998) Development of a disease specific quality of life questionnaire for patients with Graves’ ophthalmopathy: the GO-QOL. Br J Ophthalmol 82:773–779
Wu H, Luo B, Yuan G et al (2021) The diagnostic value of the IDEAL-T2WI sequence in dysthyroid optic neuropathy: a quantitative analysis of the optic nerve and cerebrospinal fluid in the optic nerve sheath. Eur Radiol 31:7419–7428
Kaichi Y, Tanitame K, Itakura H et al (2016) Orbital fat volumetry and water fraction measurements using T2-weighted FSE-IDEAL imaging in patients with thyroid-associated orbitopathy. AJNR Am J Neuroradiol 37:2123–2128
Arno P, De Volder AG, Vanlierde A et al (2001) Occipital activation by pattern recognition in the early blind using auditory substitution for vision. Neuroimage 13:632–645
Engel SA, Glover GH, Wandell BA (1997) Retinotopic organization in human visual cortex and the spatial precision of functional MRI. Cereb Cortex 7:181–192
Kandel ER (2013) Resting-state functional MRI, 5th edn. McGraw-Hill, New York
Lv H, Wang Z, Tong E et al (2018) Resting-state functional MRI: everything that nonexperts have always wanted to know. AJNR Am J Neuroradiol 39(8):1390–1399
Ling L, Liu W-F, Guo Y et al (2021) Altered spontaneous brain activity patterns in patients with hyperthyroidism exophthalmos using amplitude of low-frequency fluctuation: a resting-state fMRI study. Int J Ophthalmol 14:1957–1962
Zhu P, Liu Z, Lu Y et al (2022) Alterations in spontaneous neuronal activity and microvascular density of the optic nerve head in active thyroid-associated ophthalmopathy. Front Endocrinol (Lausanne) 13:895186
Cohen RA (2011) Cuneus. In: Kreutzer JS, DeLuca J, Caplan B (eds) Characterizing intraorbital optic nerve changes on diffusion tensor imaging in thyroid eye disease before dysthyroid optic neuropathy. Encyclopedia of Clinical Neuropsychology, Springer, New York, New York, pp 756–757
Chen W, Wu Q, Chen L et al (2021) Disrupted spontaneous neural activity in patients with thyroid-associated ophthalmopathy: a resting-state fMRI study using amplitude of low-frequency fluctuation. Front Hum Neurosci 15:676967
Galletti C, Fattori P (2018) The dorsal visual stream revisited: Stable circuits or dynamic pathways? Cortex 98:203–217
Stein J (2014) Dyslexia: the role of vision and visual attention. Curr Dev Disord Rep 1:267–280
Grosbras M-H, Laird AR, Paus T (2005) Cortical regions involved in eye movements, shifts of attention, and gaze perception. Hum Brain Mapp 25:140–154
Jiang W-H, Chen H-H, Chen W et al (2022) Altered long- and short-range functional connectivity density in patients with thyroid-associated ophthalmopathy: a resting-state fMRI study. Front Neurol 13:902912
Tu Y, Huang P, Mao C, Liu X, Gao J (2020) Abnormal functional connectivity density in patients with dysthyroid optic neuropathy. Ophthalmic Res 65:171–179
Chen W, Hu H, Wu Q et al (2021) Altered static and dynamic interhemispheric resting-state functional connectivity in patients with thyroid-associated ophthalmopathy. Front Neurosci 15:799916
Qi C-X, Wen Z, Huang X (2022) Reduction of interhemispheric homotopic connectivity in cognitive and visual information processing pathways in patients with thyroid-associated ophthalmopathy. Front Hum Neurosci 16:882114
Kitada R, Okamoto Y, Sasaki AT et al (2013) Early visual experience and the recognition of basic facial expressions: involvement of the middle temporal and inferior frontal gyri during haptic identification by the early blind. Front Hum Neurosci 7:7
Luo L, Wen H, Gao L et al (2022) Morphological brain changes between active and inactive phases of thyroid associated ophthalmopathy: a voxel-based morphometry study. Brain Res 1790:147989
Kupers R, Ptito M (2014) Compensatory plasticity and cross-modal reorganization following early visual deprivation. Neurosci Biobehav Rev 41:36–52
Nomura EM, Reber PJ (2008) A review of medial temporal lobe and caudate contributions to visual category learning. Neurosci Biobehav Rev 32:279–291
Mayer JS, Roebroeck A, Maurer K, Linden DEJ (2009) Specialization in the default mode: task-induced brain deactivations dissociate between visual working memory and attention. Hum Brain Mapp 31(1):126–139
Wu Q, Hu H, Chen W et al (2021) Disrupted topological organization of the brain structural network in patients with thyroid-associated ophthalmopathy. Invest Opthalmol Vis Sci 62(4):5
Li Y, Zou C, Chen C et al (2023) Myeloid-derived MIF drives RIPK1-mediated cerebromicrovascular endothelial cell death to exacerbate ischemic brain injury. Proc Natl Acad Sci U S A 120(5):e2219091120
Acknowledgements
We would like to thank technique professionals from Shanghai Medoo Tech Company. We also extend our gratitude to Qingwen Tang, Qi Zheng, and Hui Liu for their excellent data collation work.
Funding
This work was supported by the National Natural Science Foundation of China (81930024, 82071003, 82000879, 82271072, and 82271122); the Science and Technology Commission of Shanghai (20DZ22708); Shanghai Key Clinical Specialty, Shanghai Eye Disease Research Center (2022ZZ01003); Clinical Research Plan of SHDC (SHDC2020CR3051B); Clinical Acceleration Program of Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine (JYLJ202202); Cross disciplinary Research Fund of Shanghai Ninth People’s Hospital, Shanghai Jiao Tong University School of Medicine (JYJC202115).
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Guarantor
The scientific guarantor of this publication is Xianqun Fan.
Conflict of interest
The authors declare no competing interests.
Statistics and biometry
No complex statistical methods were necessary for this paper.
Informed consent
Written informed consent was obtained from all subjects in this study.
Ethical approval
Institutional review board approval was obtained.
Study subjects or cohorts overlap
No study subjects or cohorts have been previously reported.
Methodology
-
• prospective
-
• case-control study
-
• performed at one institution
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Zhang, H., Liu, Y., Jiang, M. et al. Immune-related visual dysfunction in thyroid eye disease: a combined orbital and brain neuroimaging study. Eur Radiol (2023). https://doi.org/10.1007/s00330-023-10309-8
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00330-023-10309-8