Habitat imaging based on water–fat separation for interpreting extraocular muscle heterogeneity in thyroid eye disease

Objective: The heterogeneity of extraocular muscles (EOMs) in thyroid eye disease (TED) correlates with response to intravenous glucocorticoid (IVGC) therapy but remains unquantified by current imaging. This study applied habitat imaging to characterize EOM heterogeneity and remodeling patterns. Methods: This retrospective study included 138 patients with active moderate-to-severe TED (84 responsive; 54 unresponsive), all undergoing water-fat separation imaging before and after IVGC therapy. Four EOM habitat subregions were defined using the Otsu method based on water and fat signal intensity (SI). Volume and volume percentage (VP), including their absolute (Δ) and relative (Δ%) changes post-therapy, were compared between groups. Univariate analysis compared habitat features, while binary logistic regression and receiver operating characteristic (ROC) curve analysis identified valuable parameters for evaluating therapeutic effect. Results: Habitat imaging identified edema (high SIwater and low SIfat) and myosteatosis (low SIwater and high SIfat) subregions. The responsive group exhibited a higher edema VP (32.64 vs 14.13%, P = 0.008) at baseline. After IVGC treatment, the responsive group had a significant decrease in edema VP (32.64 vs 9.85%, P < 0.001); both groups displayed increased myosteatosis, with more pronounced changes observed in the responders. The combination of Δ volume of myosteatosis region and Δ% volume of whole region demonstrated excellent discriminative ability (AUC = 0.86) with high sensitivity (93.75%) in treatment response assessment. Conclusions: Habitat imaging based on water-fat separation provides quantitative visualization of EOM pathological remodeling, establishing myosteatosis as an adjunctive biomarker for evaluating IVGC therapeutic response.

Authors

Institutions

Publication Details

Journal
European Thyroid Journal
Published
2026-04-01
DOI
https://doi.org/10.1530/etj-25-0366
Primary Topic
Ophthalmology and Eye Disorders
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Habitat imaging based on water–fat separation for interpreting extraocular muscle heterogeneity in thyroid eye disease

Qiuxia Wang, Linhan Zhai, Feng Li, Weiqiang Liang et al.
European Thyroid Journal
Ophthalmology and Eye Disorders
article

Habitat imaging based on water–fat separation for interpreting extraocular muscle heterogeneity in thyroid eye disease

Qiuxia Wang, Linhan Zhai, Feng Li, Weiqiang Liang, Gang Yuan, Yu Chen
article en

Abstract

Objective: The heterogeneity of extraocular muscles (EOMs) in thyroid eye disease (TED) correlates with response to intravenous glucocorticoid (IVGC) therapy but remains unquantified by current imaging. This study applied habitat imaging to characterize EOM heterogeneity and remodeling patterns. Methods: This retrospective study included 138 patients with active moderate-to-severe TED (84 responsive; 54 unresponsive), all undergoing water-fat separation imaging before and after IVGC therapy. Four EOM habitat subregions were defined using the Otsu method based on water and fat signal intensity (SI). Volume and volume percentage (VP), including their absolute (Δ) and relative (Δ%) changes post-therapy, were compared between groups. Univariate analysis compared habitat features, while binary logistic regression and receiver operating characteristic (ROC) curve analysis identified valuable parameters for evaluating therapeutic effect. Results: Habitat imaging identified edema (high SIwater and low SIfat) and myosteatosis (low SIwater and high SIfat) subregions. The responsive group exhibited a higher edema VP (32.64 vs 14.13%, P = 0.008) at baseline. After IVGC treatment, the responsive group had a significant decrease in edema VP (32.64 vs 9.85%, P < 0.001); both groups displayed increased myosteatosis, with more pronounced changes observed in the responders. The combination of Δ volume of myosteatosis region and Δ% volume of whole region demonstrated excellent discriminative ability (AUC = 0.86) with high sensitivity (93.75%) in treatment response assessment. Conclusions: Habitat imaging based on water-fat separation provides quantitative visualization of EOM pathological remodeling, establishing myosteatosis as an adjunctive biomarker for evaluating IVGC therapeutic response.

European Thyroid JournalVol. 15(2)
Wuhan University (CN), Hubei University of Arts and Science (CN), Xiangyang Central Hospital (CN), Zhongnan Hospital of Wuhan University (CN), Tongji Hospital (CN), Huazhong University of Science and Technology (CN)
National Natural Science Foundation of China
Clean water and sanitation
Openalex Percentile: Top 33%
Ophthalmology and Eye Disorders
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.