Clinical features and clinical course of thyroid-associated ophthalmopathy: a case series of 3620 Chinese cases

Multimodal large language models as assistance for evaluation of thyroid-associated ophthalmopathy

This study evaluated the potential of multimodal AI chatbots, specifically ChatGPT-4o, in assessing thyroid-associated ophthalmopathy (TAO) through the Clinical Activity Score (CAS). Using publicly available case reports and datasets, ChatGPT-4o was tasked with generating a web-based CAS calculator and estimating CAS from external ocular photographs. Its predictions were compared with CAS evaluations by ophthalmologists and convolutional neural network (CNN) models, including ResNet50. Receiver operating characteristic (ROC) areas under the curve (AUCs) were calculated for the assessment of active TAO (CAS ≥3). ChatGPT-4o demonstrated high accuracy, with mean absolute errors of 0.39 and 0.45 compared to reference ophthalmologist scores across two datasets, outperforming both Gemini Advanced and ResNet50 in identifying active TAO. In the preoperative and pre-treatment datasets, ChatGPT-4o achieved ROC-AUCs of 0.974 and 0.990, respectively, significantly exceeding the performance of ResNet50 (0.770 and 0.623). Both ChatGPT-4o and Customized GPTs achieved identical results, suggesting robust performance without the need for further customization. The AI chatbot effectively processed both text- and image-based inputs, providing detailed explanations for its CAS estimates and creating a user-friendly calculator for rapid and accessible TAO evaluation. ChatGPT-4o thus can offer a reliable tool for TAO assessment, outperforming traditional CNN-based models. Its ability to generate a CAS calculator without prior training or coding expertise highlights its practical utility for clinical ophthalmology. This study's limitations included a small sample size, lack of real-world validation, reliance on photos without patient metadata, and challenges in repeatability. Future studies should aim to validate its effectiveness in real-world clinical settings.

Low clinical activity score, 'progressive' thyroid eye disease: presentations of 1439 patients from a tertiary centre in Hong Kong

BACKGROUND

To report the presenting clinical, serological and treatment profiles of 1439 patients with thyroid eye disease (TED) from a tertiary centre in Hong Kong.

STUDY POPULATIONS

Consecutive patients with TED presented to the Thyroid Eye Clinic (TEC), the Chinese University of Hong Kong between 2014 and 2023.

METHODS

Prospective cohort and masked review of medical records and orbital images.

RESULTS

A total of 1439 (70% female, 98% Han Chinese) patients with TED (26% ex/current smoker), presented at 43±5.9 years old, were reviewed. The first TED symptoms to TEC evaluation was 6±3 months. 85% had Graves' disease and 12% were given radioactive iodine before presentation. 35% of patients had a family history of autoimmune thyroid diseases. Baseline thyroid-stimulating hormone receptor antibody, thyroid-stimulating immunoglobulin and thyroid peroxidase antibody were elevated in 75%, 69% and 57% tested. Euthyroid TED (E-TED) was diagnosed in 6%, associated with asymmetric presentation (p<0.001). The most common signs were exophthalmos (69%), upper eyelid retraction (53%), swelling (36%), conjunctival injection (34%) and lower eyelid retraction (32%). Notably, 547 (38%) presented with moderate-to-severe and 150 (10%) vision-threatening TED, whose clinical activity score (CAS) was just 2.4±1.4 and 2.6±1.5, respectively. Male and TED onset after 40 were associated with higher CAS and NOSPEC (No physical signs or symptoms, Only signs, Soft tissue involvement, Proptosis, Extraocular muscle signs, Corneal involvement, and Sight loss) score (both p<0.05). 471 (33%), 361 (25%), 263 (18%) and 138 (9%) patients received intravenous methylprednisolone, orbital radiotherapy, steroid-sparing immunosuppressants and surgical decompression, respectively.

CONCLUSIONS

Around one-third (34%) of our cohort presented with 'low-CAS, progressive', moderate-to-severe or vision-threatening TED, while only one-fifth (18%) were clinically active (CAS≥3). Our results showed the limitations and unmet need of the existing 'high-CAS only' approach, especially in managing 'non-inflammatory' TED, prevalent in non-Caucasian populations.

Optimal timing for cataract surgery in patients with thyroid-associated ophthalmopathy

AIM

To investigate the optimal timing and therapeutic effects of cataract surgery in patients with moderate to severe thyroid-associated ophthalmopathy (TAO).

METHODS

Data from TAO patients who underwent cataract surgery between 2014 and 2024 were analyzed. patients were categorized into two groups based on the hospital where their cataract surgery was performed: an external hospital surgery group and an in-house hospital surgery group. Patients in external hospital presenting with complications within six months postoperatively were assessed for clinical features, imaging, thyroid function, and outcomes. Patients who underwent surgery at West China Hospital were evaluated for clinical status, imaging, laboratory findings, and manifestations.

RESULTS

In the external hospital group (n=31), common symptoms included eyelid swelling (64.52%) and diplopia (51.61%), with restricted eye movement in all patients. Most patients were in the active stage (87.10%) and exhibited various complications, such as dysthyroid optic neuropathy (DON) in 4 patients, misdiagnosis of glaucoma in 1 patient, and enucleation due to fungal infection in 1 patient. In the West China Hospital group (n=30), 2 patients were in the active stage, and 28 were in the inactive stage. Postoperative visual acuity improved in 36 eyes, except for in 2 eyes with DON. Active TAO patients with mature cataracts had effective inflammation control and no complications at the 6-month follow-up.

CONCLUSION

In patients with moderate to severe active TAO complicated by cataracts, delaying cataract surgery until 6mo of TAO control should be considered if cataracts are stable. Simultaneous anti-inflammatory treatment and cataract surgery should be performed for mature/hypermature cataracts, and TAO management should be continued after surgery.

Quantitative Analysis of Orbital Soft Tissues Using Three-Dimensional Fast Spin Echo With 2-Point Dixon-Based Fat Suppression Sequence: Its Association With Methylprednisolone Pulse Therapy Treatment Efficacy in Thyroid-Associated Ophthalmopathy

BACKGROUND

Three-dimensional fast spin echo with 2-point Dixon-based fat suppression (3D-FSE-Dixon) sequence may assess volume and water fraction (WF) of orbit.

PURPOSE

To explore the association between 3D-FSE-Dixon based parameters and methylprednisolone pulse therapy (MPPT) efficacy in active moderate-to-severe thyroid-associated ophthalmopathy (TAO).

STUDY TYPE

Retrospective.

POPULATION

Fifty-nine TAO patients (29 females, 30 males, 49.1 ± 10.9 years) were included: 26 (15 females, 11 males, 48.4 ± 11.1 years) showed improvement and 33 (14 females, 19 males, 49.6 ± 10.9 years) did not.

FIELD STRENGTH/SEQUENCE

3D-FSE-Dixon sequence of orbits at 3 T.

ASSESSMENT

Manual segmentation delineated bony orbit (BO), whole orbit (WO), globe (GO), lacrimal gland (LG), and optic nerve (ON). Multi-dimensional threshold (MDT) identified orbital fat (OF). Extraocular muscles (ETM) were obtained by subtracting other tissues from WO. WF was calculated from water and in-phase images. Treatment efficacy, the clinical outcome, was assessed within 2 weeks after MPPT.

STATISTICAL TESTS

Unpaired t-test and Mann-Whitney U test compared normal and non-normal data, respectively. Paired t-test analyzed parameter changes pre- and post-MPPT. Multivariate logistic regression analysis identified factors independently associated with the efficacy of MPPT. Significance was set at P < 0.05.

RESULTS

Responsive group showed significantly higher pre-treatment WF (ETM, 0.86 ± 0.06 vs. 0.82 ± 0.07; OF, 0.21 ± 0.04 vs. 0.19 ± 0.02), with no difference in volume (OF: 21.34 ± 3.33 vs. 21.36 ± 3.46, P = 1.00; ETM: 13.48 ± 2.82 vs. 13.72 ± 3.45, P = 1.00) or volume ratio (OF/GO: 3.23 ± 0.50 vs. 3.26 ± 0.56, P = 1.00; ETM/GO: 2.06 ± 0.58 vs. 2.12 ± 0.64, P = 1.00). WF significantly decreased in responsive group (ETM, 0.86 ± 0.06 vs. 0.79 ± 0.05; OF, 0.21 ± 0.04 vs. 0.17 ± 0.03) but not decreased in unresponsive group (ETM, 0.81 ± 0.07 vs. 0.81 ± 0.07, P = 1.00; OF, 0.19 ± 0.02 vs. 0.190 ± 0.02, P = 1.00). ETM WF and disease duration can assess MPPT efficacy.

DATA CONCLUSION

Higher ETM WF demonstrates better MPPT efficacy for TAO.

EVIDENCE LEVEL

4 TECHNICAL EFFICACY: Stage 4.

Correlation between orbital immune cell subsets and clinical activity in thyroid eye disease

PURPOSE

To assess correlations between orbital immune cell subsets and the clinical activity in thyroid eye disease (TED).

METHODS

The orbital samples from 12 healthy controls and 29 TED patients (active group, n=12; inactive group, n=17) were analyzed. Total lymphocytes, CD3+T cells, CD4+T cells, CD8+ T cells, CD3+CD4+CD8+T cells (double-positive (DPT) T-cells), CD3+CD4-CD8-T cells (double negative (DNT) T-cells), B cells, natural killer (NK) cells and NKT cells were counted on flow cytometry. Correlations between the number of orbital immune cells and clinical activity score (CAS) were analyzed.

RESULTS

Age was greater in active than inactive TED patients, and in inactive TED patients than in controls (all P<0.05). TED duration was shorter in active than inactive patients (all P<0.05). FT3 and TSH levels were higher in controls than in active TED patients (P<0.05). There was no significant difference in TRAb level between active and inactive patients. There were no significant differences in smoking status, gender or FT4 level between the 3 groups (all P>0.05). The numbers of orbital total lymphocytes, CD3+ T cells, CD4+ T cells, CD8+ T cells, DNT cells, NK cells, NKT cells and CD4+/CD8+ T cells in active TED patients were significantly higher than in inactive patients and controls (all P<0.05). After adjusting for age and TED duration, the number of CD3+ T cells, CD4+ T cells, CD8+ T cells, NK cells and NKT cells were independent predictors of TED activity (P=0.03, OR=1.19; P=0.04, OR=1.69; P=0.03, OR=1.48; P=0.04, OR=2.08; P=0.03, OR=2.89, respectively).

CONCLUSIONS

Numerous immunoinflammatory cells were observed in the orbits of both active and inactive TED patients and in controls, but expression was highest in active TED patients. CD4+ T cell, CD8+ T cell, NK cell, and NKT cell counts were independent factors for the CAS in TED.

Investigating factors influencing quality of life in thyroid eye disease: insight from machine learning approaches

Aims

Thyroid eye disease (TED) is an autoimmune orbital disorder that diminishes the quality of life (QOL) in affected individuals. Graves' ophthalmopathy (GO)-QOL questionnaire effectively assesses TED's effect on patients. This study aims to investigate the factors influencing visual functioning (QOL-VF) and physical appearance (QOL-AP) scores in Chinese TED patients using innovative data analysis methods.

Methods

This cross-sectional study included 211 TED patients whose initial visit to our clinic was from July 2022 to March 2023. Patients with previous ophthalmic surgery or concurrent severe diseases were excluded. GO-QOL questionnaires, detailed medical histories and clinical examinations were collected. The distribution of GO-QOL scores was analyzed, and linear regression and machine learning algorithms were utilized.

Results

The median QOL-VF and QOL-AP scores were 64.29 and 62.5, respectively. Multivariate linear regression analysis revealed age (P = 0.013), ocular motility pain (P = 0.012), vertical strabismus (P < 0.001) and diplopia scores as significant predictors for QOL-VF. For QOL-AP, gender (P = 0.013) and clinical activity (P = 0.086) were significant. The XGBoost model demonstrated superior performance, with an R2 of 0.872 and a root mean square error of 11.083. Shapley additive explanations (SHAP) analysis highlighted the importance of vertical strabismus, diplopia score and age in influencing QOL-VF and age, clinical activity and sex in QOL-AP.

Conclusion

TED significantly affects patient QOL. The study highlights the efficacy of XGBoost and SHAP analyses in identifying key factors influencing the QOL in TED patients. Identifying effective interventions and considering specific demographic characteristics are essential to improving the QOL of patients with TED.

Study on the correlation between serum IgG4/IgG levels and the development of Graves' ophthalmopathy

Graves' ophthalmopathy (GO) with elevated IgG4 levels has different characteristics from patients with GO who do not have elevated IgG4 levels, but the study findings are contradictory. The goal of this study was first to investigate the relationship between IgG4/IgG and IgG4 levels and the occurrence of GO and then to investigate the clinical and laboratory characteristics of patients with GO who had elevated IgG4 levels. This study control group consisted of 57 Graves' disease(GD)patients with no complicated ocular disease and a median followup of 54.41 months, while the experimental group included 171 GO patients. The clinical and laboratory characteristics of the GD and GO groups were compared. Using an IgG4/IgG cut-off value of 8%, the GO patients were divided into two groups: high IgG4/IgG and low IgG4/IgG, and the differences in clinical and laboratory characteristics between these two groups, as well as between the GO patients before and after 3 months of treatment, were analyzed. The study results show that serum IgG4/IgG levels were independently correlated with the occurrence of GO, but not significantly correlated with GO activity. Patients with high IgG4/IgG levels of GO exhibit distinct characteristics, which may be associated with an unstable balance of lymphocyte subsets.

Application of apparent diffusion coefficient of extraocular muscles from diffusion tensor imaging scanning in the assessment of disease activity of thyroid eye disease

PURPOSE

To evaluate the utility of apparent diffusion coefficient (ADC) values of extraocular muscles (EOMs) in differentiating activity of thyroid eye disease (TED).

METHOD

Forty-two TED patients who underwent diffusion tensor imaging(DTI) were retrospectively enrolled in this study, including 29 patients in analysis group and 13 patients in validation group. The mean, maximum and minimum ADC value of each EOM were regarded as ADCmean, ADCmax and ADCmin. The difference between ADCmax and ADCmin was regarded as △ADC. The correlations between ADCmean or △ADC of each EOM and clinical activity score (CAS) were assessed.

RESULTS

In analysis group, ADCmean differed between active and inactive eyes and positively correlated with CAS in IR (P < 0.05), not in SR,LR and MR(all p > 0.05). While △ADC differed between two groups and negatively correlated with CAS in all EOMs (all P < 0.05). ADCmean predicted active disease at cut-off value of 1259.3 × 10-6mm2s-1 with sensitivity of 66.7% and specificity of 71.4% in IR[area under curve = 0.667, P < 0.05]. △ADC predicted disease activity in all EOMs [area under curve 0.658-0.746,all P < 0.05]. The cut-off values of △ADC were 382, 823,520 and 572 × 10-6mm2s-1 with sensitivity of 80.0%, 50.0%, 43.3%, 83.3% and specificity of 67.9%, 85.7%, 89.3%, 60.7% in SR, IR, MR, and LR respectively. There were no significant differences in the predictive efficacy among all cut-off values.

CONCLUSIONS

Our results showed that DTI is a valuable tool in the assessment of disease activity of TED. Both ADCmean of IR and △ADC of all four EOMs can be used in discriminating disease activity with the same predictive power.

IL-17 and IL-38 gene polymorphisms in thyroid-associated ophthalmopathy

BACKGROUND

Thyroid-associated ophthalmopathy (TAO) is an autoimmune condition commonly linked with Graves' disease (GD), characterized by orbital tissue inflammation and fibrosis. It is hypothesized that gene polymorphisms may influence production of the IL-17 and IL-38 cytokines, thereby impacting TAO development and progression. This study focused on investigating the gene polymorphisms of IL-17 (rs9463772 C/T in IL17F) and IL-38 (rs3811058 C/T, rs7570267 A/G in IL1F10) in patients with GD.

METHODS

A case-control study was conducted on 132 patients with TAO and 153 patients without TAO according to eligibility criteria. After clinical examination blood samples were collected for further investigations. Genotyping was performed with the TaqMan™ Master Mix kit. Allele and genotype frequencies were compared between studied groups and subgroups.

RESULTS

No significant differences were found in age, duration of GD, or thyroid hormone between patients with and without TAO. However, a higher predisposition to develop TAO was observed among smokers (OR = 1.682, p = 0.03). Overall, no significant associations between gene polymorphisms and TAO development were identified in GD patients. Further analysis revealed that the CC genotype in IL1F10 rs3811058 polymorphism among Caucasians was associated with an increased risk of TAO (OR = 2.7, p = 0.02), as well as allele differences were also significant (OR = 2.8, p = 0.001).

CONCLUSIONS

These findings shed light on TAO genetic predispositions in Kazakhstani GD patients, notably among Caucasians, underscoring the need for further research. These results may offer valuable targets for the development of novel treatments for TAO.

Euthyroid graves' ophthalmopathy in a Chinese population: A cross-sectional follow-up study

OBJECTIVES

A subtype of patients with thyroid eye disease (TED) were found to be euthyroid without prior thyroid dysfunction or treatment, known as Euthyroid Graves' Ophthalmopathy (EGO). We report the prevalence, clinical and serological phenotypes of EGO in a Chinese population.

METHODS

A cross-sectional follow-up study. Ethnic Chinese TED patients were managed at the Thyroid Eye Clinic(TEC), Prince of Wales Hospital and TEC, the Chinese University of Hong Kong between September 2007 and July 2021.

RESULTS

A total of 66 (5%) patients among the 1266 ethnic Han Chinese TED cohort were diagnosed as EGO, and 6 (9%)of them become dysthyroid over an average of 74-month follow-up. EGO patients were associated with a longer duration between onset of the symptoms to our first consultation (P < 0.0001), a higher male-to-female ratio (P = 0.0045) and a higher age of disease onset (P = 0.0092). Family history of thyroid disease was more common in TED patients (P = 0.0216) than in EGO patients. EGO patients were more likely to present unilaterally (P < 0.0001), and they have a larger difference in MRD1 (P < 0.0001), and extraocular motility (P < 0.0001) between the 2 eyes when compared to the TED patients. Notably, the extraocular motility restriction of the worst eye was more affected in EGO patients (P = 0.0113). The percentages of patients who received IVMP, ORT and emergency or elective surgeries(decompression or squint operation) between EGO and TED were similar.

CONCLUSIONS

Understanding the important clinical phenotypes of EGO may help the clinician to make the correct diagnosis. Further study to compare EGO and TED is warranted.

Altered functional connectivity strength of primary visual cortex in subjects with thyroid-associated ophthalmopathy

Our objective was to explore the disparities in the intrinsic functional connectivity (FC) patterns of primary visual cortex (V1) between patients with thyroid-associated ophthalmopathy (TAO) and healthy controls (HCs) utilizing resting-state functional MRI. Twenty-one patients with TAO (14 males and 7 females; mean age: 54.17 ± 4.83 years) and 21 well-matched HCs (14 males and 7 females; mean age: 55.17 ± 5.37 years) underwent functional MRI scans in the resting-state. We assessed modifications in the intrinsic FC patterns of the V1 in TAO patients using the FC method. Subsequently, the identified alterations in FC regions in the analysis were selected as classification features to distinguish TAO patients from HCs through the support vector machine (SVM) method. The results indicated that, in comparison to HCs, patients with TAO exhibited notably reduced FC values between the left V1 and the bilateral calcarine (CAL), lingual gyrus (LING) and superior occipital gyrus, as well as between the right V1 and the bilateral CAL/LING and the right cerebellum. Furthermore, the SVM classification model based on FC maps demonstrated effective performance in distinguishing TAO patients from HCs, achieving an accuracy of 61.9% using the FC of the left V1 and 64.29% using the FC of the right V1. Our study revealed that patients with TAO manifested disruptions in FC between the V1 and higher visual regions during rest. This might indicate that TAO patients could present with impaired top-down modulations, visual imagery and vision-motor function. These insights could be valuable in understanding the underlying neurobiological mechanisms of vision impairment in individuals with TAO.

Synergistic Therapy for Graves' Ophthalmopathy-Associated Eyelid Retraction: Steroid, 5-FU, and Botulinum Neurotoxin a Combination

Background: Graves' ophthalmopathy (GO) is characterized by upper eyelid retraction (UER), the most prevalent clinical sign. We aimed to assess the clinical efficacy of a multimodal combination of steroids, 5-fluorouracil (5-FU), and botulinum neurotoxin A (BoNT-A) injections in managing UER with GO and analyze the clinical factors in relation to the injection response. Methods: A total of 37 eyes from 23 patients were enrolled for UER with GO. At the endocrinology clinic, the patients were referred to the ophthalmology clinic after taking antithyroid medication for an average of 5.76 months (13 patients), while 10 patients were initially diagnosed with GO and referred to the endocrinology clinic for management of the thyroid hormone function. They performed an orbital computed tomography (CT) scan and measured the cross-sectional area of the orbit, orbital fat, and each extra ocular muscle (EOM) except for the inferior oblique muscle 4 mm behind the eyeball. Each of the EOMs and orbital fat were calculated as a ratio to the total orbit area. A total of 0.1 cc of triamcinolone (40 mg/mL), dexamethasone (5 mg/mL), 5-FU, and BoNT-A (2.5 units) was injected transconjunctivally. Medical records were examined and photographs were utilized to assess MRD1, inferior palpebral fissure (IPF), and lid lag during down gaze before and after the injection. The patients were divided into two groups: responders (more than 1 mm decrease in MRD1 after injection) and non-responders. During the follow-up period (11.0 ± 11.6 months), any potential adverse effects were monitored. Results: CAS decreased from 3.0 ± 0.8 to 1.4 ± 0.5 after the injection, and MRD1 decreased from 5.0 ± 0.9 mm to 4.5 ± 1.3 mm. Sixty percent of the patients were responders. Before and after the injection, the difference between IPF and MRD1 in responders was 0.60 ± 1.10 mm and 0.90 ± 0.90 mm, respectively, whereas, in non-responders, it was -0.57 ± 0.88 mm and -0.15 ± 0.75 mm, respectively. In the responders, pre-injection IPF and FT4 were significantly higher (p < 0.05). Responders had a larger EOM cross-sectional area (153.5 ± 18.0 mm2), including a larger lateral rectus muscle cross-sectional area (37.6 ± 9.7 mm2) than non-responders (132.0 ± 27.9 mm2; 29.1 ± 8.1 mm2). In responders, the treatment effect on IPF and MRD1 remained consistent at 1.2 ± 3.4 mm and 1.2 ± 1.6 mm, respectively, during the latest follow-up assessment. Conclusions: The combination injection of corticosteroids, 5-FU, and BoNT-A would be effective, especially, in patients with hyperthyroidism and an elongated IPF. Additionally, an increase in EOM cross-sectional area on CT, up to 150 mm2, may serve as an additional positive indicator for the use of multimodal injections in UER with GO.

Predictive model for the progression of inactive thyroid eye disease: a retrospective study

PURPOSE

This study aimed to develop a model for predicting the progression of inactive thyroid eye disease (TED).

METHODS

We retrospectively analyzed 107 patients with inactive TED, who did not receive any TED treatment during the follow-up period of 3-6 months. A multivariable regression analysis was employed to examine the clinical risk factors influencing the progress of TED and a predictive model based on risk factors was established.

RESULTS

Seventeen (15.9%) patients had progressed at the last observation. Male (p = 0.024), having smoking history (p = 0.009), compound indicator combined the duration of TED and immunosuppressive treatment history before 3 months (p = 0.026) and more severe diplopia (p = 0.015) were found to be the potential risk factors for progression. Among the subset of patients who exhibited progression, there was a notable escalation in the severity of proptosis (p = 0.021), margin reflex distance-1 (p = 0.031), and clinical activity score (p = 0.011). The multivariable stepwise regression analysis identified positive smoking history as well as untreated and having a duration of TED > 12 months as independent risk factors of TED progression. A predictive model including these risk factors was built, with the AUC (Area Under Curve) score of 0.783.

CONCLUSIONS

The predictors of TED progression include smoking history and composite indicators of duration time and treatment history. Our model may provide recommendations for immunosuppressive therapy and prognostic predictions for inactive TED patients preparing for surgery.

TikTok as a potential patient educational tool for thyroid-associated ophthalmopathy: A cross-sectional study

Objective

Thyroid-associated ophthalmopathy (TAO) is a prevalent orbital disease significantly affecting patients' daily lives. Nowadays, TikTok acts as a novel tool for healthcare but involved videos need to be further assessed. Many individuals search for disease information on TikTok before professional consultation. This study aimed to assess the quality of TAO-related TikTok videos and correlations between video variables and quality.

Methods

The top 150 TikTok videos were collected using the keyword TAO. Duplicate, too-short, irrelevant videos and similar videos from the same source were excluded. Two raters evaluated the included videos' overall quality, reliability, understandability, and actionability on different sources and content focuses.

Results

Ninety videos had received nearly 15,000 likes and 2000 shares. Ophthalmologists and treatment focus were two primary parts among categorized groups, whose quality scores were much higher than others. The average Patient Education Materials Assessment Tool for Audiovisual Materials scores, Global Quality Scores, and DISCERN scores indicated that these videos were easy to understand (87.6%), actionable (74.5%), and fair in quality (44.97). The number of added hashtags was an essential variable positively correlated with video understandability. Additionally, popularity showed negative correlations with the overall quality, while video length positively correlated with its reliability and negatively correlated with the uploaded days.

Conclusion

Certified healthcare professionals uploaded most TAO videos, resulting in acceptable quality with minimal misinformation. To serve as a qualified source of patient educational materials, TikTok is supposed to promote longer disease-related videos and enhance reliability and understandability simultaneously.

Botulinum Toxin Type A Injection for Correction of Upper Eyelid Retraction in Thyroid-Associated Ophthalmopathy

Upper lid retraction (ULR) is the most common and earliest symptom in thyroid-associated ophthalmopathy (TAO) patients. Surgical correction is effective for ULR in stable diseases. However, non-invasive treatment is also required for the TAO patient in active phase. Here, we reported a complex case with TAO and unilateral ULR simultaneously. The patient had a history of progressive ptosis in the left eyelid and underwent anterior levator aponeurotic-Muller muscle resection to correct the ptosis. However, the patient gradually developed bilateral proptosis and ULR, mainly in the left eyelid. The patient was finally diagnosed with TAO with left ULR. Then, the patient was treated with botulinum toxin type A (BTX-A) injection in the left eyelid. The effect of BTX-A treatment started 7 days after injection, peaked at one month, and lasted for approximately 3 months. This study highlighted the therapeutic effect of BTX-A injection for the treatment of ULR-related TAO.

Application of an Interpretable Machine Learning for Estimating Severity of Graves’ Orbitopathy Based on Initial Finding

(1) Background: We constructed scores for moderate-to-severe and muscle-predominant types of Graves’ orbitopathy (GO) risk prediction based on initial ophthalmic findings. (2) Methods: 400 patients diagnosed with GO and followed up at both endocrinology and ophthalmology clinics with at least 6 months of follow-up. The Score for Moderate-to-Severe type of GO risk Prediction (SMSGOP) and the Score for Muscle-predominant type of GO risk Prediction (SMGOP) were constructed using the machine learning-based automatic clinical score generation algorithm. (3) Results: 55.3% were classified as mild type and 44.8% were classified as moderate-to-severe type. In the moderate-to-severe type group, 32.3% and 12.5% were classified as fat-predominant and muscle-predominant type, respectively. SMSGOP included age, central diplopia, thyroid stimulating immunoglobulin, modified NOSPECS classification, clinical activity score and ratio of the inferior rectus muscle cross-sectional area to total orbit in initial examination. SMGOP included age, central diplopia, amount of eye deviation, serum FT4 level and the interval between diagnosis of GD and GO in initial examination. Scores ≥46 and ≥49 had predictive value, respectively. (4) Conclusions: This is the first study to analyze factors in initial findings that can predict the severity of GO and to construct scores for risk prediction for Korean. We set the predictive scores using initial findings.

A clinical study of topical treatment for thyroid-associated ophthalmopathy with dry eye syndrome

INTRODUCTION

Clinically, thyroid-associated ophthalmopathy (TAO) patients were suffered from dry eye syndrome. Only a few relevant studies were about this topic. Our study was determined to provide high-level evidence for the treatment of TAO with dry eye syndrome.

PURPOSE

To compare the clinical effects of vitamin A palmitate eye gel and sodium hyaluronate eye drop forTAO patients with dry eye syndrome.

METHODS

The study was conducted in the Ophthalmology Department of the Ninth People's Hospital Affiliated with the Medical College of Shanghai Jiao Tong University from May to October 2020. A total of 80 mild or moderate-to-severe TAO patients with dry eye syndrome were randomly divided into two groups. The disease stages of all subjects were inactive. Patients in group A were treated with vitamin A palmitate eye gel three times/day for one month and sodium hyaluronate eye drop in group B. The index including break-up time (BUT) and Schirmer I test (ST), corneal fluorescence staining (FL), ocular surface disease index (OSDI), and adverse reactions were recorded by the same clinician at baseline and 1 month after treatment. The data were analyzed by SPSS 24.0.

RESULTS

Finally, 65 subjects completed the treatment. The average age of the patients in Group A was 38.1 ± 11.4 years, and that in Group B was 37.26 ± 10.67 years. 82% of the subjects in group A were female and 74% in group B. There was no significant difference between the two groups at baseline, including the value of ST, BUT, OSDI, and FL grade. After the treatment, the effective rate was 91.2% in group A, of which the value of BUT and FL grade was significantly improved (P < 0.001). The effective rate in group B was 67.7%, of which the value of OSDI score and FL grade was significantly improved (P = 0.002). In addition, the BUT value of group A was significantly longer than that of group B (P = 0.009).

CONCLUSION

InTAO patients with dry eye syndrome, vitamin A palmitate gel and sodium hyaluronate eye drop improved the dry eye and promoted corneal epithelial repair. Vitamin A palmitate gel improves the stability of tear film, while sodium hyaluronate eye drop improves patients' subjective discomfort.

Research progress in Th17 cells and the relevant cytokines in Graves ophthalmopathy

Graves' ophthalmopathy is the most common clinical orbital disease, and T helper (Th) cells play an important role in the development of Graves' ophthalmopathy. Th17 cells are a major subpopulation of Th cells and abnormally highly expressed in patients with Graves' ophthalmopathy. Th17 cells and the related cytokines interleukin (IL)-17A, IL-21 and IL-23 are involved in regulating the inflammatory response, fibrosis and adipogenesis. Th17 cells are unstable and exhibit a degree of plasticity, and they can differentiate into IL-17A and interferon (IFN)-γ dual-producing Th17.1 cells, which exacerbate the pathogenicity of Th17 cells. In addition, Th17 cells and the relevant factors are strongly associated with disease activity and severity in Graves' ophthalmopathy.

Reduction of Interhemispheric Homotopic Connectivity in Cognitive and Visual Information Processing Pathways in Patients With Thyroid-Associated Ophthalmopathy

Purpose

Thyroid-associated ophthalmopathy (TAO) is a vision threatening autoimmune and inflammatory orbital disease, and has been reported to be associated with a wide range of structural and functional abnormalities of bilateral hemispheres. However, whether the interhemisphere functional connectivity (FC) of TAO patients is altered still remain unclear. A new technique called voxel-mirrored homotopic connectivity (VMHC) combined with support vector machine (SVM) method was used in the present study to explore interhemispheric homotopic functional connectivity alterations in patients with TAO.

Methods

A total of 21 TAO patients (14 males and 7 females) and 21 wellmatched healthy controls (HCs, 14 males and 7 females), respectively, underwent functional magnetic resonance imaging (fMRI) scanning in the resting state. We evaluated alterations in the resting state functional connectivity between hemispheres by applying VMHC method and then selected these abnormal brain regions as seed areas for subsequent study using FC method. Furthermore, the observed changes of regions in the VMHC analysis were chosen as classification features to differentiate patients with TAO from HCs through support vector machine (SVM) method.

Results

The results showed that compared with HCs, TAO patients showed significantly lower VMHC values in the bilateral postcentral gyrus, lingual gyrus, calcarine, middle temporal gyrus, middle occipital gyrus and angular. Moreover, significantly decreased FC values were found between the right postcentral gyrus/lingual gyrus/calcarine and left lingual gyrus/cuneus/superior occipital gyrus, left postcentral gyrus/lingual gyrus/calcarine and right lingual gyrus/ middle temporal gyrus, right middle temporal gyrus and left cerebellum-8/lingual gyrus/middle occipital gyrus/supplementary motor area, left middle temporal gyrus and right middle occipital gyrus, right middle occipital gyrus/angular and left middle temporal pole (voxel-level p < 0.01, Gaussian random field correction, cluster-level p < 0.05). The SVM classification model achieved good performance in differentiating TAO patients from HCs (total accuracy: 73.81%; area under the curve: 0.79).

Conclusion

The present study revealed that the altered interhemisphere interaction and integration of information involved in cognitive and visual information processing pathways including the postcentral gyrus, cuneus, cerebellum, angular, widespread visual cortex and temporal cortex in patients with TAO relative to HC group. VMHC variability had potential value for accurately and specifically distinguishing patients with TAO from HCs. The new findings may provide novel insights into the neurological mechanisms underlying visual and cognitive disorders in patients with TAO.

Local-to-Remote Brain Functional Connectivity in Patients with Thyroid-Associated Ophthalmopathy and Assessment of Its Predictive Value Using Machine Learning

Purpose

To explore the alterations in both local and remote brain connectivity in patients with thyroid-associated ophthalmopathy (TAO) and to investigate whether the alterations of local neural function could be used to distinguish patients with TAO from healthy controls (HCs) using support vector machine (SVM) classifier.

Materials and Methods

In total, 21 patients with TAO and 21 well-matched HCs were enrolled in our study and underwent resting-state functional magnetic resonance imaging (rs-fMRI) scanning. We employed regional homogeneity (ReHo) algorithm to evaluate local neural function and selected significantly altered brain regions as seed areas for subsequent study of the remote functional connectivity (FC). Moreover, we chose the observed alterations in the ReHo analysis as classification features to differentiate patients with TAO from HCs through SVM classification method.

Results

Compared with the HCs, TAO patients showed significantly lower ReHo values in the right middle occipital gyrus (MOG) and right angular (ANG). In contrast, TAO patients displayed higher ReHo values in the left hippocampus (Hipp). We further found TAO patients exhibited decreased FC between the left and right Hipp, right MOG and left cerebellum (CER), right ANG and left rectus, right superior temporal pole gyrus (PSTG) (voxel-level p < 0.01, Gaussian random field correction, cluster-level p < 0.05). The alterations in local neural function exhibited an accuracy of 78.57% and area under curve of 0.81 for distinguishing the patients from HCs.

Conclusion

We mainly found the results that patients with TAO showed significantly dysfunctional local and remote brain functional connectivity in several brain regions associated with visual and cognitive functions. The ReHo variability has potential value in differentiating patients with TAO from HCs. These findings may provide novel insights into the neurological mechanisms underlying visual and cognitive disorders in patients with TAO.

Diffusion Tensor Imaging Technology to Quantitatively Assess Abnormal Changes in Patients With Thyroid-Associated Ophthalmopathy

Objective

We aim to investigate the feasibility of using diffusion tensor imaging (DTI) to evaluate changes in extraocular muscles (EOMs) and lacrimal gland (LG) in patients with thyroid-associated ophthalmopathy (TAO) and to evaluate disease severity.

Materials and Methods

A total of 74 participants, including 17 healthy controls (HCs), 22 patients with mild TAO, and 35 patients with moderate-severe TAO, underwent 3-Tesla DTI to measure fractional anisotropy (FA) and mean diffusivity (MD) of the EOMs and LG. Ophthalmological examinations, including visual acuity, exophthalmos, intraocular pressure, and fundoscopy, were performed. FA and MD values were compared among patients with different disease severity. Multiple linear regression was adopted to predict the impact of clinical variables on DTI parameters of orbital soft tissue.

Results

TAO patients’ EOMs and LG showed significantly lower FA values and higher MD compared to HCs’ (P < 0.05). Moderate-severe TAO patients’ EOMs and LG had dramatically lower FA and higher MD compared with HCs (P < 0.05). In addition, only the DTI parameters of the medial rectus were considerably different between mild and moderate-severe TAO patients (P = 0.017, P = 0.021). Multiple linear regression showed that disease severity had a significant impact on the DTI parameters of orbital soft tissue.

Conclusion

DTI is a useful tool for detecting microstructural changes in TAO patients’ orbital soft tissue. DTI findings, especially medial rectus DTI parameters, can help to indicate the disease severity in TAO patients.

Ocular surface disease in thyroid eye disease: A narrative review

Ocular surface disease (OSD) in the setting of thyroid eye disease (TED) is traditionally thought of as a natural consequence of anatomical changes such as proptosis and corneal exposure. However, a growing body of research suggests that ocular surface inflammation and multi-factorial changes to the homeostasis of the ocular surface contribute substantially to the OSD seen in TED patients. In this paper we review the existing literature which highlights the work and existing theories underlying this new paradigm shift.

Current insights of applying MRI in Graves' ophthalmopathy

Graves' ophthalmopathy (GO) is an autoimmune disease related to Grave's disease (GD). The therapeutic strategies for GO patients are based on precise assessment of the activity and severity of the disease. However, the current assessment systems require development to accommodate updates in treatment protocols. As an important adjunct examination, magnetic resonance imaging (MRI) can help physicians evaluate GO more accurately. With the continuous updating of MRI technology and the deepening understanding of GO, the assessment of this disease by MRI has gone through a stage from qualitative to precise quantification, making it possible for clinicians to monitor the microstructural changes behind the eyeball and better integrate clinical manifestations with pathology. In this review, we use orbital structures as a classification to combine pathological changes with MRI features. We also review some MRI techniques applied to GO clinical practice, such as disease classification and regions of interest selection.