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1.
Invest Ophthalmol Vis Sci ; 65(5): 6, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38696188

ABSTRACT

Purpose: Thyroid eye disease (TED) is characterized by proliferation of orbital tissues and complicated by compressive optic neuropathy (CON). This study aims to utilize a deep-learning (DL)-based automated segmentation model to segment orbital muscle and fat volumes on computed tomography (CT) images and provide quantitative volumetric data and a machine learning (ML)-based classifier to distinguish between TED and TED with CON. Methods: Subjects with TED who underwent clinical evaluation and orbital CT imaging were included. Patients with clinical features of CON were classified as having severe TED, and those without were classified as having mild TED. Normal subjects were used for controls. A U-Net DL-model was used for automatic segmentation of orbital muscle and fat volumes from orbital CTs, and ensemble of Random Forest Classifiers were used for volumetric analysis of muscle and fat. Results: Two hundred eighty-one subjects were included in this study. Automatic segmentation of orbital tissues was performed. Dice coefficient was recorded to be 0.902 and 0.921 for muscle and fat volumes, respectively. Muscle volumes among normal, mild, and severe TED were found to be statistically different. A classification model utilizing volume data and limited patient data had an accuracy of 0.838 and an area under the curve (AUC) of 0.929 in predicting normal, mild TED, and severe TED. Conclusions: DL-based automated segmentation of orbital images for patients with TED was found to be accurate and efficient. An ML-based classification model using volumetrics and metadata led to high diagnostic accuracy in distinguishing TED and TED with CON. By enabling rapid and precise volumetric assessment, this may be a useful tool in future clinical studies.


Subject(s)
Adipose Tissue , Deep Learning , Graves Ophthalmopathy , Oculomotor Muscles , Tomography, X-Ray Computed , Humans , Graves Ophthalmopathy/diagnostic imaging , Graves Ophthalmopathy/diagnosis , Male , Female , Middle Aged , Adipose Tissue/diagnostic imaging , Tomography, X-Ray Computed/methods , Oculomotor Muscles/diagnostic imaging , Adult , Orbit/diagnostic imaging , Aged , Retrospective Studies , ROC Curve , Organ Size
2.
Int Ophthalmol ; 44(1): 213, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38700596

ABSTRACT

PURPOSE: This study aimed to explore the diagnostic value of whole-orbit-based multiparametric assessment on Dixon MRI for the evaluation of the thyroid eye disease (TED) activity. METHODS: The retrospective study enrolled patients diagnosed as TED and obtained their axial and coronal Dixon MRI scans. Multiparameters were assessed, including water fraction (WF), fat fraction (FF) of extraocular muscles (EOMs), orbital fat (OF), and lacrimal gland (LG). The thickness of OF and herniation of LG were also measured. Univariable and multivariable logistic regression was applied to construct prediction models based on single or multiple structures. Receiver operating characteristic (ROC) curve analysis was also implemented. RESULTS: Univariable logistic analysis revealed significant differences in water fraction (WF) of the superior rectus (P = 0.018), fat fraction (FF) of the medial rectus (P = 0.029), WF of OF (P = 0.004), and herniation of LG (P = 0.012) between the active and inactive TED phases. Multivariable logistic analysis and corresponding receiver operating characteristic curve (ROC) analysis of each structure attained the area under the curve (AUC) values of 0.774, 0.771, and 0.729 for EOMs, OF, and LG, respectively, while the combination of the four imaging parameters generated a final AUC of 0.909. CONCLUSIONS: Dixon MRI may be used for fine multiparametric assessment of multiple orbital structures. The whole-orbit-based model improves the diagnostic performance of TED activity evaluation.


Subject(s)
Graves Ophthalmopathy , Oculomotor Muscles , Orbit , ROC Curve , Humans , Male , Female , Graves Ophthalmopathy/diagnosis , Graves Ophthalmopathy/diagnostic imaging , Retrospective Studies , Middle Aged , Orbit/diagnostic imaging , Orbit/pathology , Oculomotor Muscles/diagnostic imaging , Oculomotor Muscles/pathology , Adult , Aged , Multiparametric Magnetic Resonance Imaging/methods , Magnetic Resonance Imaging/methods , Lacrimal Apparatus/diagnostic imaging , Lacrimal Apparatus/pathology
3.
Int Ophthalmol ; 44(1): 222, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38717530

ABSTRACT

PURPOSE: To assess the effectiveness of tocilizumab in reverting the signs and symptoms of dysthyroid optic neuropathy (DON) in thyroid eye disease and the need for emergency orbital decompression. The secondary outcomes are to identify the optimal number of tocilizumab cycles to achieve the primary outcome, to analyze the association between thyroid stimulating immunoglobulin (TSI), clinical activity score (CAS) and proptosis in response to the treatment and the need for rehabilitative orbital decompression. METHODS: Prospective longitudinal cohort study that included 13 patients who had unilateral or bilateral dysthyroid optic neuropathy (DON) due to severe and progressive sight-threatening thyroid eye disease based on the CAS system. Patients were seen in this facility starting from July 2017, and all had received intravenous tocilizumab. RESULTS: Initial visual acuity mean was 0.52 ± 0.38 and the final were 0.93 ± 0.11 with a mean difference of 0.41 and P < 0.00245. The mean CAS prior to the initiation of the treatment was 7.92 ± 0.66 and the final was 2.85 ± 1.03 with mean difference of 5.07 and P < 0.00001. Initial mean proptosis was 24.85 ± 2.31 and the final was 21.78 ± 2.18 with a mean difference of 3.07 and P < 0.000497. No emergency orbital decompression was performed. TSI was high initially in all cases with a wide range of 2.4 to 40 IU/L and with a mean of 10.70 ± 13.40. The final TSI mean was 2.90 ± 3.90 with a mean difference of 7.81 and significant P value (P < 0.0272). CONCLUSION: Tocilizumab use in optic nerve compression showed promising results as it can be the primary or an alternative treatment option.


Subject(s)
Antibodies, Monoclonal, Humanized , Graves Ophthalmopathy , Visual Acuity , Humans , Prospective Studies , Male , Antibodies, Monoclonal, Humanized/administration & dosage , Antibodies, Monoclonal, Humanized/therapeutic use , Female , Graves Ophthalmopathy/complications , Graves Ophthalmopathy/drug therapy , Middle Aged , Adult , Optic Nerve Diseases/etiology , Optic Nerve Diseases/diagnosis , Optic Nerve Diseases/drug therapy , Decompression, Surgical/methods , Follow-Up Studies , Aged , Treatment Outcome , Nerve Compression Syndromes/etiology , Nerve Compression Syndromes/drug therapy , Nerve Compression Syndromes/diagnosis
4.
BMC Immunol ; 25(1): 31, 2024 May 11.
Article in English | MEDLINE | ID: mdl-38734625

ABSTRACT

BACKGROUND: Thyroid eye disease (TED) is an inflammatory process involving lymphocyte-mediated immune response and orbital tissue damage. The anti-insulin-like growth factor-1 receptor (IGF-1R) antibodies produced by B lymphocytes are involved in the activation of orbital fibroblasts and the inflammatory process of orbital tissue damage in TED. The purpose of this study was to explore the role of IGF-1R in the mechanistic connection between orbital fibroblasts and B lymphocytes in TED. METHODS: Orbital fibroblasts sampled from orbital connective tissues and peripheral B lymphocytes isolated from peripheral blood, which were obtained from 15 patients with TED and 15 control patients, were co-cultured at a ratio of 1:20. The level of IGF-1R expression in orbital fibroblasts was evaluated by flow cytometry and confocal microscopy. Transient B lymphocyte depletion was induced with anti-CD20 monoclonal antibody rituximab, while the IGF-1R pathway was blocked by the IGF-1R binding protein. The expression levels of interleukin-6 (IL-6) and regulated upon activation, normal T cell expressed and secreted (RANTES) in the co-culture model were quantified via ELISA. RESULTS: IGF-1R expression was significantly elevated in TED orbital fibroblasts compared to that of controls. A 24-h co-culture of orbital fibroblasts with peripheral B lymphocytes induced elevated expression levels of IL-6 and RANTES in each group (TED patients and controls), with the highest levels occurring in TED patients (T + T group). Rituximab and IGF-1R binding protein significantly inhibited increased levels of IL-6 and RANTES in the co-culture model of TED patients. CONCLUSIONS: IGF-1R may mediate interaction between orbital fibroblasts and peripheral B lymphocytes; thus, blocking IGF-1R may reduce the local inflammatory response in TED. Rituximab-mediated B lymphocyte depletion played a role in inhibiting inflammatory responses in this in vitro co-culture model, providing a theoretical basis for the clinical application of anti-CD20 monoclonal antibodies in TED.


Subject(s)
B-Lymphocytes , Coculture Techniques , Fibroblasts , Graves Ophthalmopathy , Receptor, IGF Type 1 , Humans , Graves Ophthalmopathy/metabolism , Graves Ophthalmopathy/immunology , Fibroblasts/metabolism , Receptor, IGF Type 1/metabolism , B-Lymphocytes/immunology , B-Lymphocytes/metabolism , Female , Male , Middle Aged , Adult , Rituximab/pharmacology , Rituximab/therapeutic use , Orbit/metabolism , Orbit/immunology , Lymphocyte Depletion , Interleukin-6/metabolism , Cells, Cultured , Chemokine CCL5/metabolism , Cell Communication , Aged
5.
Lakartidningen ; 1212024 May 22.
Article in Swedish | MEDLINE | ID: mdl-38775447

ABSTRACT

Graves' orbitopathy is a common complication of Graves' disease. The mild form dominates, whereas moderate to severe and sight threatening forms are rarer. They require quick, adequate care, involving cooperation between county hospitals and the regional hospital, and adequate diagnostics and choice of treatments of treatments. A new national guideline for hyperthyroidism has been published in Sweden in January 2023, where these aspects are highlighted. The present guideline requires implementation regionally, as all components are not in place, but reflects the needs of patients. This article highlights important aspects for patients such as information, to be listened to, accessibility and adequate care, but also defines actions necessary in primary care where patients most often seek help at first. Lastly, important medical and practical aspects are reviewed by the endocrinologist and the ophthalmologist.


Subject(s)
Endocrinologists , General Practitioners , Graves Ophthalmopathy , Humans , Graves Ophthalmopathy/diagnosis , Graves Ophthalmopathy/therapy , Ophthalmologists , Practice Guidelines as Topic , Sweden , Patient Education as Topic , Primary Health Care
6.
Immun Inflamm Dis ; 12(5): e1304, 2024 May.
Article in English | MEDLINE | ID: mdl-38804861

ABSTRACT

BACKGROUND: Thyroid-associated ophthalmopathy (TAO) is the most common orbital disease in adults, potentially leading to disfigurement and visual impairment. However, the causes of TAO are not fully understood. IL-35+B cells are a newly identified regulatory B cells (Bregs) in maintaining immune balance in various autoimmune diseases. Yet, the influence of IL-35+Bregs in TAO remains unexplored. METHODS: This study enrolled 36 healthy individuals and 14 TAO patients. We isolated peripheral blood mononuclear cells and stimulated them with IL-35 and CpG for 48 h. Flow cytometry was used to measure the percentages of IL-35+Bregs. RESULTS: The percentage of circulating IL-35+Bregs was higher in TAO patients, and this increase correlated positively with disease activity. IL-35 significantly increased the generation of IL-35+Bregs in healthy individuals. However, B cells from TAO patients exhibited potential impairment in transitioning into IL-35+Breg phenotype under IL-35 stimulation. CONCLUSIONS: Our results suggest a potential role of IL-35+Bregs in the development of TAO, opening new avenues for understanding disease mechanisms and developing therapeutic approaches.


Subject(s)
B-Lymphocytes, Regulatory , Graves Ophthalmopathy , Interleukins , Humans , B-Lymphocytes, Regulatory/immunology , B-Lymphocytes, Regulatory/metabolism , Interleukins/blood , Interleukins/immunology , Female , Male , Adult , Middle Aged , Graves Ophthalmopathy/immunology , Graves Ophthalmopathy/blood , Aged
7.
Ophthalmic Plast Reconstr Surg ; 40(3): 336-339, 2024.
Article in English | MEDLINE | ID: mdl-38738711

ABSTRACT

PURPOSE: To investigate the relationship between the kinematics of spontaneous blinks and the anterior area of the levator palpebrae superioris muscle in patients with Graves orbitopathy (GO). METHODS: This is a case-control study. The authors measured the margin reflex distance of the upper eyelid (margin reflex distance 1), the kinematics of spontaneous blinks, and the anterior area of levator palpebrae superioris muscle in CT coronal scans of patients with Graves upper eyelid retraction (GO) and a control group. The eye with the greatest margin reflex distance 1 was selected for analysis in each group. RESULTS: A total of 68 participants were included, with 36 in the GO group and 32 in the control group. In the GO group, the mean margin reflex distance 1 measured 6.5 mm, while in the control group, it was 3.9 mm. Almost all parameters related to the closing phase of spontaneous blinking activity, including amplitude, velocity, blinking rate, and interblink time, did not differ between the two groups. However, the effectiveness of the blink's amplitude (ratio of blink amplitude to margin reflex distance 1) and the main sequence (relationship between amplitude and velocity) were significantly reduced in the GO group compared with the control group. The area of the levator palpebrae superioris muscle was significantly larger in GO than in controls, with 71.4% of patients' muscles outside of the maximum range of the controls. CONCLUSIONS: In patients with GO, there is a reduction in blinking effectiveness, also known as blink lagophthalmos, which is a factor in the common occurrence of ocular surface symptoms. The increase in velocity with amplitude is also reduced in GO.


Subject(s)
Blinking , Eyelids , Graves Ophthalmopathy , Oculomotor Muscles , Humans , Blinking/physiology , Female , Graves Ophthalmopathy/physiopathology , Graves Ophthalmopathy/complications , Graves Ophthalmopathy/diagnosis , Male , Middle Aged , Oculomotor Muscles/physiopathology , Adult , Case-Control Studies , Eyelids/physiopathology , Eyelid Diseases/physiopathology , Eyelid Diseases/diagnosis , Aged , Tomography, X-Ray Computed , Lagophthalmos
8.
Front Endocrinol (Lausanne) ; 15: 1356055, 2024.
Article in English | MEDLINE | ID: mdl-38715793

ABSTRACT

Thyroid-associated ophthalmopathy (TAO), also referred to as Graves' ophthalmopathy, is a medical condition wherein ocular complications arise due to autoimmune thyroid illness. The diagnosis of TAO, reliant on imaging, typical ocular symptoms, and abnormalities in thyroid function or thyroid-associated antibodies, is generally graded and staged. In recent years, Artificial intelligence(AI), particularly deep learning(DL) technology, has gained widespread use in the diagnosis and treatment of ophthalmic diseases. This paper presents a discussion on specific studies involving AI, specifically DL, in the context of TAO, highlighting their applications in TAO diagnosis, staging, grading, and treatment decisions. Additionally, it addresses certain limitations in AI research on TAO and potential future directions for the field.


Subject(s)
Artificial Intelligence , Graves Ophthalmopathy , Humans , Graves Ophthalmopathy/diagnosis , Graves Ophthalmopathy/therapy , Deep Learning
9.
Front Immunol ; 15: 1392956, 2024.
Article in English | MEDLINE | ID: mdl-38817600

ABSTRACT

Thyroid eye disease (TED) is a disfiguring autoimmune disease characterized by changes in the orbital tissues and is caused by abnormal thyroid function or thyroid-related antibodies. It is the ocular manifestation of Graves' disease. The expression of thyroid-stimulating hormone receptor (TSHR) and the insulin-like growth factor-1 receptor (IGF-1 R) on the cell membrane of orbital fibroblasts (OFs) is responsible for TED pathology. Excessive inflammation is caused when these receptors in the orbit are stimulated by autoantibodies. CD34+ fibrocytes, found in the peripheral blood and orbital tissues of patients with TED, express immune checkpoints (ICs) like MHC II, B7, and PD-L1, indicating their potential role in presenting antigens and regulating the immune response in TED pathogenesis. Immune checkpoint inhibitors (ICIs) have significantly transformed cancer treatment. However, it can also lead to the occurrence of TED in some instances, suggesting the abnormality of ICs in TED. This review will examine the overall pathogenic mechanism linked to the immune cells of TED and then discuss the latest research findings on the immunomodulatory role of ICs in the development and pathogenesis of TED. This will offer fresh perspectives on the study of pathogenesis and the identification of potential therapeutic targets.


Subject(s)
Graves Ophthalmopathy , Immune Checkpoint Inhibitors , Humans , Graves Ophthalmopathy/immunology , Graves Ophthalmopathy/etiology , Graves Ophthalmopathy/pathology , Animals , Immune Checkpoint Inhibitors/therapeutic use , Immune Checkpoint Proteins/metabolism , Immune Checkpoint Proteins/genetics , Autoantibodies/immunology , Receptor, IGF Type 1/immunology , Receptor, IGF Type 1/metabolism , Receptors, Thyrotropin/immunology , Receptors, Thyrotropin/metabolism
10.
Chem Biol Interact ; 396: 111045, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38729283

ABSTRACT

Orbital connective tissue changes are contributors to the pathogenesis in thyroid eye disease (TED). Activated fibroblasts respond to immune stimuli with proliferation and increased hyaluronan (HA) production. Cyclosporin A (CsA) was reported to be beneficial in the treatment of TED. PDGF isoforms are increased in orbital tissue of TED patients and enhance HA production. We aimed to study the effect of CsA on HA production and hyaluronan synthase (HAS1, 2 and 3) and hyaluronidase (HYAL1 and 2) mRNA expressions in orbital fibroblasts (OFs). Measurements were performed in the presence or absence of CsA (10 µM) in unstimulated or PDGF-BB (10 ng/ml) stimulated OFs. The HA production of TED OFs (n = 7) and NON-TED OFs (n = 6) were measured by ELISA. The levels of mRNA expressions were examined using RT-PCR. The proliferation rate and metabolic activity were measured by BrdU incorporation and MTT assays, respectively. Treatment with CsA resulted in an average 42% decrease in HA production of OFs (p < 0.0001). CsA decreased the expression levels of HAS2, HAS3 and HYAL2 (p = 0.005, p = 0.005 and p = 0.002, respectively.) PDGF-BB increased HA production (p < 0.001) and HAS2 expression (p = 0.004). CsA could reduce the PDGF-BB-stimulated HA production (p < 0.001) and HAS2 expression (p = 0.005) below the untreated level. In addition, CsA treatment caused a decrease in proliferation potential (p = 0.002) and metabolic activity (p < 0.0001). These findings point to the fact that CsA affects HA metabolism via HAS2, HAS3 and HYAL2 inhibition in OFs. In addition to its well characterized immunosuppressant properties, CsA's beneficial effect in TED may be related to its direct inhibitory effect on basal and growth factor stimulated HA production.


Subject(s)
Becaplermin , Cell Proliferation , Cyclosporine , Fibroblasts , Glucuronosyltransferase , Graves Ophthalmopathy , Hyaluronan Synthases , Hyaluronic Acid , Hyaluronoglucosaminidase , Proto-Oncogene Proteins c-sis , Hyaluronic Acid/biosynthesis , Hyaluronic Acid/pharmacology , Humans , Becaplermin/metabolism , Becaplermin/pharmacology , Fibroblasts/drug effects , Fibroblasts/metabolism , Hyaluronan Synthases/metabolism , Hyaluronan Synthases/genetics , Cyclosporine/pharmacology , Hyaluronoglucosaminidase/metabolism , Hyaluronoglucosaminidase/antagonists & inhibitors , Cell Proliferation/drug effects , Proto-Oncogene Proteins c-sis/metabolism , Glucuronosyltransferase/metabolism , Glucuronosyltransferase/genetics , Graves Ophthalmopathy/metabolism , Graves Ophthalmopathy/pathology , Graves Ophthalmopathy/drug therapy , Cells, Cultured , Orbit/metabolism , Orbit/drug effects , Orbit/pathology , RNA, Messenger/metabolism , RNA, Messenger/genetics , Cell Adhesion Molecules/metabolism , GPI-Linked Proteins
11.
Aging (Albany NY) ; 16(9): 8217-8245, 2024 May 09.
Article in English | MEDLINE | ID: mdl-38728262

ABSTRACT

Thyroid-associated ophthalmopathy (TAO) is the most prevalent orbital disease in adults caused by an autoimmune disorder, which can lead to disfigurement and vision impairment. Developing effective treatments for this condition presents challenges due to our limited understanding of its underlying immune aberrations. In this study, we profiled the immune components in the peripheral blood of patients with TAO as well as healthy individuals, utilizing single-cell RNA sequencing and B-cell receptor repertoires (BCR) analysis. We observed a significant reduction in the proportions of regulatory B cells (Bregs) and type 2 conventional dendritic cells (DCs) in patients with TAO during the active phase. Conversely, there was a significant increase in the proportion of type 1 DCs. Further analysis of cell differentiation trajectory revealed potential impairment in the transition of B cells towards Breg phenotype during the active phase of TAO. Besides, the activation process of TAO appeared to involve inflammation and immune dysfunction, as indicated by the dynamic changes in the activities of key regulators. The abnormalities in the peripheral immune system, such as the reduced capacity of Bregs to suppress inflammation, were primarily driven by the enhanced interaction among Breg, DCs, and monocytes (i.e., CD22-PTPRC and BTLA-TNFRSF14). Collectively, our findings offer a comprehensive insight into the molecular regulation and cellular reconfiguration during the active phase of TAO at the single-cell level, in order to explore the pathogenesis of TAO and provide new ideas for the future treatment of TAO.


Subject(s)
Gene Expression Profiling , Graves Ophthalmopathy , Single-Cell Analysis , Humans , Graves Ophthalmopathy/genetics , Graves Ophthalmopathy/immunology , Graves Ophthalmopathy/blood , Female , Middle Aged , Male , Receptors, Antigen, B-Cell/genetics , Receptors, Antigen, B-Cell/immunology , Dendritic Cells/immunology , Adult , Transcriptome , B-Lymphocytes, Regulatory/immunology
12.
Indian J Ophthalmol ; 72(6): 844-848, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38804801

ABSTRACT

PURPOSE: To find a correlation between the clinical (vision-inflammation-strabismus-appearance [VISA] score) and radiological (apparent diffusion coefficient [ADC] values) scores for evaluating disease activity in patients with thyroid-associated orbitopathy. DESIGN: A prospective comparative study. METHODS: Our study was performed for consecutively diagnosed thyroid-associated orbitopathy (TAO) patients. Clinical evaluation included the VISA classification system with the basic thyroid workup. An inflammatory score of <4/8 was considered inactive and ≥4/8 as an active disease. Every included patient underwent a diffusion-weighted magnetic resonance imaging (DW-MRI) scan of the orbits. The orbital parameters evaluated on imaging included the proptosis, thickness, as well as the ADC values of extraocular muscles. RESULTS: We studied 33 consecutive patients (23 females, 69.7%) with a mean age of 41.8 years. The majority (n = 27, 81.8%) were hyperthyroid, four were hypothyroid, and two were euthyroid. In the VISA classification, nine patients had active TAO (≥4/8 inflammation score), while 24 had inactive disease. There was a positive correlation between the inflammation score and ADC values of medial rectus (MR), inferior rectus (IR) and lateral rectus (LR). We had nine patients with inflammation scores ≥4. With receiver operating characteristic (ROC) curve analysis, we found that the ADC value of IR can predict disease activity with 68% sensitivity and MR-ADC can predict active TAO with 87% sensitivity. CONCLUSION: The ADC parameters of DW-MRI are objective and less operator dependent than the clinical TAO activity scores like VISA classification. A randomized control trial may provide robust data on this correlation.


Subject(s)
Graves Ophthalmopathy , Oculomotor Muscles , Orbit , Humans , Graves Ophthalmopathy/diagnosis , Female , Prospective Studies , Male , Adult , Middle Aged , Oculomotor Muscles/diagnostic imaging , Oculomotor Muscles/physiopathology , Orbit/diagnostic imaging , Diffusion Magnetic Resonance Imaging/methods , Young Adult , Follow-Up Studies , Aged , Severity of Illness Index
13.
Front Endocrinol (Lausanne) ; 15: 1365350, 2024.
Article in English | MEDLINE | ID: mdl-38628586

ABSTRACT

Background: Thyroid-associated ophthalmopathy (TAO) is the most prevalent autoimmune orbital condition, significantly impacting patients' appearance and quality of life. Early and accurate identification of active TAO along with timely treatment can enhance prognosis and reduce the occurrence of severe cases. Although the Clinical Activity Score (CAS) serves as an effective assessment system for TAO, it is susceptible to assessor experience bias. This study aimed to develop an ensemble deep learning system that combines anterior segment slit-lamp photographs of patients with facial images to simulate expert assessment of TAO. Method: The study included 156 patients with TAO who underwent detailed diagnosis and treatment at Shanxi Eye Hospital Affiliated to Shanxi Medical University from May 2020 to September 2023. Anterior segment slit-lamp photographs and facial images were used as different modalities and analyzed from multiple perspectives. Two ophthalmologists with more than 10 years of clinical experience independently determined the reference CAS for each image. An ensemble deep learning model based on the residual network was constructed under supervised learning to predict five key inflammatory signs (redness of the eyelids and conjunctiva, and swelling of the eyelids, conjunctiva, and caruncle or plica) associated with TAO, and to integrate these objective signs with two subjective symptoms (spontaneous retrobulbar pain and pain on attempted upward or downward gaze) in order to assess TAO activity. Results: The proposed model achieved 0.906 accuracy, 0.833 specificity, 0.906 precision, 0.906 recall, and 0.906 F1-score in active TAO diagnosis, demonstrating advanced performance in predicting CAS and TAO activity signs compared to conventional single-view unimodal approaches. The integration of multiple views and modalities, encompassing both anterior segment slit-lamp photographs and facial images, significantly improved the prediction accuracy of the model for TAO activity and CAS. Conclusion: The ensemble multi-view multimodal deep learning system developed in this study can more accurately assess the clinical activity of TAO than traditional methods that solely rely on facial images. This innovative approach is intended to enhance the efficiency of TAO activity assessment, providing a novel means for its comprehensive, early, and precise evaluation.


Subject(s)
Deep Learning , Graves Ophthalmopathy , Humans , Graves Ophthalmopathy/diagnostic imaging , Quality of Life , Orbit , Pain
14.
Int Ophthalmol ; 44(1): 178, 2024 Apr 15.
Article in English | MEDLINE | ID: mdl-38622472

ABSTRACT

PURPOSE: To determine the microvascular and structural changes in the peripapillary and macular areas observed in patients with active thyroid orbitopathy(TO) before and after steroid treatment and compare with inactive TO and the control group by optical coherence tomography angiography (OCTA). MATERIAL AND METHOD: This cross-sectional study included 34 eyes of 17 active TO patients, 108 eyes of 54 inactive TO patients, and 60 eyes of 30 healthy controls. Central macular thickness (CMT), ganglion cell layer-inner plexiform layer (GCL-IPL) thickness, central choroidal thickness (CCT), retinal nerve fiber layer (RNFL) thickness, choroidal thickness in the peripapillary region, superficial capillary plexus (SCP), deep capillary plexus (DCP) and choriocapillaris vessel densities were determined by OCTA in before and after 12-week steroid treatment of active TO cases, inactive TO and control groups. RESULTS: Between the three groups in macula OCTA, a statistically significant difference was observed in the inferior and nasal quadrants in SCP (all p = 0.01) and only in the temporal quadrant choriocapillaris (p = 0.005). In peripapillary OCTA, a statistically significant difference was found only in the central choriocapillaris (p = 0.03). In the comparison of the active group before and after treatment, there was a statistically significant decrease in CMT and CCT; a statistically significant increase was observed in GCL-IPL (all p < 0.01). There was a statistically significant decrease in SCP and DCP only in the central (all p < 0.01). There was a statistically significant increase was found in the lower quadrant macular SCP vessel density and mean macular DCP in post-treatment measurements (p = 0.01 and p = 0.03, respectively). Peripapillary SCP and DCP vessel density was increased after treatment (p < 0.01). CONCLUSION: Active TO group had lower vessel density than inactive group and after treatment, vessel density was increased. Non-invasive quantitative analysis of retinal and optic disc perfusion using OCTA could be useful in early treatment before complications occur and monitoring patients with TO.


Subject(s)
Graves Ophthalmopathy , Optic Disk , Humans , Fluorescein Angiography/methods , Retinal Vessels , Tomography, Optical Coherence/methods , Graves Ophthalmopathy/diagnosis , Graves Ophthalmopathy/drug therapy , Cross-Sectional Studies , Steroids
15.
Int Ophthalmol ; 44(1): 179, 2024 Apr 16.
Article in English | MEDLINE | ID: mdl-38622479

ABSTRACT

PURPOSE: To evaluate the clinical outcomes of intravenous tocilizumab (TCZ) injection in patients with moderate-to-severe active thyroid eye disease (TED). METHODS: Patients with active and moderate-to-severe TED who did not respond to conventional therapies were treated with TCZ from June 2019 to January 2021. The medical records of the patients were evaluated before the treatment. We analyzed patient demographics, including the duration of Graves' disease and TED, and assessed subjective symptoms, such as diplopia and ocular movement, clinical activity score (CAS), modified NOSPECS score, and exophthalmos before treatment and at 4, 8, 12, and 16 weeks after the first drug injection. Blood tests, including TSH Rc Ab and TS Ab, were performed before treatment and 24 weeks after the first injection. And orbital computed tomography (CT) was performed and Barrett's Index was calculated at baseline and after completion of all injections. RESULTS: Nineteen completed the scheduled treatment. There were no significant side effects, other than herpes zoster in one case and headache and dermatitis in another. Clinical symptoms before and 16 weeks after the treatment showed mean CAS decreased by 2.4 points, mean modified NOSPECS score decreased by 3.7 points, and mean exophthalmos decreased by 0.4 mm. Diplopia and extraocular muscle limitation improved in ten and remained stationary in five of the 15 patients, who presented with extraocular motility abnormalities. Six of 11 patients who underwent orbit CT showed improvement in muscle size. The mean TSH Rc Ab decreased by 7.5 IU/L and TS-Ab decreased by 162.9%. CONCLUSION: TCZ can treat active moderate-to-severe TED, showing high drug compliance and reasonable response to inflammation and extraocular motility abnormality.


Subject(s)
Antibodies, Monoclonal, Humanized , Exophthalmos , Graves Ophthalmopathy , Humans , Graves Ophthalmopathy/diagnosis , Graves Ophthalmopathy/drug therapy , Prospective Studies , Diplopia/etiology , Adrenal Cortex Hormones/therapeutic use , Thyrotropin
16.
Invest Ophthalmol Vis Sci ; 65(4): 6, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38564194

ABSTRACT

Purpose: Antibodies against collagen XIII have previously been identified in patients with active thyroid-associated ophthalmopathy (TAO). Although collagen XIII expression has been described in extraocular muscles and orbital fat, its detailed localization in extraocular and thyroid tissues and the connection to autoimmunity for collagen XIII remain unclear. Our objective was to map the potential targets for these antibodies in the tissues of the orbit and thyroid. Methods: We evaluated the expression of collagen XIII in human patient and mouse orbital and thyroid tissues with immunostainings and RT-qPCR using Col13a1-/- mice as negative controls. COL13A1 expression in Graves' disease and goiter thyroid samples was compared with TGF-ß1 and TNF, and these were also studied in human thyroid epithelial cells and fibroblasts. Results: Collagen XIII expression was found in the neuromuscular and myotendinous junctions of extraocular muscles, blood vessels of orbital connective tissue and fat and the thyroid, and in the thyroid epithelium. Thyroid expression was also seen in germinal centers in Graves' disease and in neoplastic epithelium. The expression of COL13A1 in goiter samples correlated with levels of TGF-B1. Upregulation of COL13A1 was reproduced in thyroid epithelial cells treated with TGF-ß1. Conclusions: We mapped the expression of collagen XIII to various locations in the orbit, demonstrated its expression in the pathologies of the Graves' disease thyroid and confirmed the relationship between collagen XIII and TGF-ß1. Altogether, these data add to our understanding of the targets of anti-collagen XIII autoantibodies in TAO.


Subject(s)
Goiter , Graves Disease , Graves Ophthalmopathy , Humans , Animals , Mice , Graves Ophthalmopathy/genetics , Orbit , Transforming Growth Factor beta1 , Collagen , Antibodies
17.
Head Face Med ; 20(1): 22, 2024 Apr 01.
Article in English | MEDLINE | ID: mdl-38561852

ABSTRACT

BACKGROUNDS: To report the long-term surgical outcomes and the impact on daily life activities of strabismus surgery in patients with Thyroid Associated Orbitopathy (TAO) with and without previous orbital decompression. METHODS: Patients who underwent strabismus surgery for TAO were retrospectively reviewed. The primary outcome was to evaluate the influence of orbital decompression on the outcomes of TAO related strabismus surgery. Surgical success was defined by the resolution of diplopia and a post-operative deviation < 10 prism diopters (PD). The secondary outcomes were the clinical features, surgical approaches, and impact on daily life activities. RESULTS: A total of 45 patients were included in the study. The decompression surgery group (DS) included 21 patients (46.7%), whereas the non-decompression surgery group (NDS) patients were 24 (53.3%). The mean follow-up time from the last strabismus surgery was 2,8 years (range 8-200 months). Successful surgical outcome was achieved in 57,1% of patients in the DS, and 75% of patients in the NDS (p = 0,226). DS patients required almost twice the number of surgical interventions for strabismus compared to the NDS (1,95 vs. 1,16 respectively, p = 0,006), a higher number of extraocular muscles recessed in the first surgery (2,67 vs. 1,08 respectively, p < 0.001), and a lower rate of unidirectional surgery compared to NDS (23% vs. 95%, p < 0,001). At the pre-operative assessment, 71.4% of DS patients had eso-hypotropia, while no patients had this type of strabismus in the NDS group (p < 0.001). On the other hand, the hypotropia rate was 79.2% in NDS patients and only 4.8% in DS patients (p < 0.001). Moreover, 21,8% of NDS patients used prism lenses in daily life activities, compared to 42.9% of patients that used prism lenses to reduce the impairment in their daily life activities (p = 0.016). CONCLUSIONS: The results of our study showed that DS patients required almost twice the number of strabismus surgical procedures, a higher number of extraocular muscles recessed in the first surgery, and an increased need for prism lenses to correct the residual deviation compared to the NDS, but with similar long-term surgical outcomes.


Subject(s)
Graves Ophthalmopathy , Strabismus , Humans , Graves Ophthalmopathy/complications , Graves Ophthalmopathy/surgery , Oculomotor Muscles/surgery , Retrospective Studies , Ophthalmologic Surgical Procedures/methods , Decompression, Surgical/methods , Strabismus/surgery , Strabismus/complications , Treatment Outcome
18.
Sci Rep ; 14(1): 7947, 2024 04 04.
Article in English | MEDLINE | ID: mdl-38575707

ABSTRACT

Graves' ophthalmopathy (GO) is an extra-thyroidal complication of Graves' disease which can lead to vision loss in severe cases. Currently, treatments of GO are not sufficiently effective, so novel therapeutic strategies are needed. As platelet-derived growth factor (PDGF)-BB induces several effector mechanisms in GO orbital fibroblasts including cytokine production and myofibroblast activation, this study aims to investigate the roles of histone lysine methyltransferases (HKMTs) in PDGF-BB-activated GO orbital fibroblasts by screening with HKMTs inhibitors library. From the total of twelve selective HKMT inhibitors in the library, EZH2, G9a and DOT1L inhibitors, DZNeP, BIX01294 and Pinometostat, respectively, prevented PDGF-BB-induced proliferation and hyaluronan production by GO orbital fibroblasts. However, only EZH2 inhibitor, DZNeP, significantly blocked pro-inflammatory cytokine production. For the HKMTs expression in GO orbital fibroblasts, PDGF-BB significantly and time-dependently induced EZH2, G9a and DOT1L mRNA expression. To confirm the role of EZH2 in PDGF-BB-induced orbital fibroblast activation, EZH2 silencing experiments revealed suppression of PDGF-BB-induced collagen type I and α-SMA expression along with decreasing histone H3 lysine 27 trimethylation (H3K27me3) level. In a more clinically relevant model than orbital fibroblast culture experiments, DZNeP treated GO orbital tissues significantly reduced pro-inflammatory cytokine production while slightly reduced ACTA2 mRNA expression. Our data is the first to demonstrate that among all HKMTs EZH2 dominantly involved in the expression of myofibroblast markers in PDGF-BB-activated orbital fibroblast from GO presumably via H3K27me3. Thus, EZH2 may represent a novel therapeutics target for GO.


Subject(s)
Graves Ophthalmopathy , Histones , Humans , Becaplermin/metabolism , Proto-Oncogene Proteins c-sis/genetics , Histone Methyltransferases/metabolism , Histones/metabolism , Lysine/metabolism , Orbit/pathology , Graves Ophthalmopathy/metabolism , Cytokines/metabolism , Fibroblasts/metabolism , RNA, Messenger/genetics , Cells, Cultured , Enhancer of Zeste Homolog 2 Protein/genetics , Enhancer of Zeste Homolog 2 Protein/metabolism
19.
Front Endocrinol (Lausanne) ; 15: 1340415, 2024.
Article in English | MEDLINE | ID: mdl-38577576

ABSTRACT

Background: Thyroid stimulating immunoglobulins (TSI) play a central role in the pathogenesis of Graves' orbitopathy (GO), while soluble interleukin-2 receptor (sIL-2R) is a marker for T-cell activity. We investigated TSI and sIL-2R levels in relation to thyroid function, disease activity and severity and response to treatment with intravenous methylprednisolone (IVMP) in patients with GO. Methods: TSI (bridge-based TSI binding assay), sIL-2R, TSH and fT4 levels were measured in biobank serum samples from 111 GO patients (37 male, 74 female; mean age 49.2 years old) and 25 healthy controls (5 male, 20 female; mean age 39.8 years old). Clinical characteristics and response to treatment were retrospectively retrieved from patient files. Results: Higher sIL-2R levels were observed in GO patients compared to controls (p < 0.001). sIL-2R correlated with fT4 (r = 0.26), TSH (r = -0.40) and TSI (r = 0.21). TSI and sIL-2R concentrations were higher in patients with active compared to inactive GO (p < 0.001 and p < 0.05, respectively). Both TSI and sIL-2R correlated with total clinical activity score (CAS; r = 0.33 and r = 0.28, respectively) and with several individual CAS items. Cut-off levels for predicting active GO were 2.62 IU/L for TSI (AUC = 0.71, sensitivity 69%, specificity 69%) and 428 IU/mL for sIL-2R (AUC = 0.64, sensitivity 62%, specificity 62%). In multivariate testing higher TSI (p < 0.01), higher age (p < 0.001) and longer disease duration (p < 0.01) were associated with disease activity. TSI levels were higher in patients with a poor IVMP response (p = 0.048), while sIL-2R levels did not differ between responders and non-responders. TSI cut-off for predicting IVMP response was 19.4 IU/L (AUC = 0.69, sensitivity 50%, specificity 91%). In multivariate analysis TSI was the only independent predictor of response to IVMP (p < 0.05). Conclusions: High TSI levels are associated with active disease (cut-off 2.62 IU/L) and predict poor response to IVMP treatment (cut-off 19.4 IU/L) in GO. While sIL-2R correlates with disease activity, it is also related to thyroid function, making it less useful as an additional biomarker in GO.


Subject(s)
Graves Ophthalmopathy , Humans , Male , Female , Middle Aged , Adult , Immunoglobulins, Thyroid-Stimulating , Graves Ophthalmopathy/drug therapy , Retrospective Studies , Receptors, Thyrotropin , Thyrotropin
20.
Int Ophthalmol ; 44(1): 206, 2024 Apr 27.
Article in English | MEDLINE | ID: mdl-38678129

ABSTRACT

PURPOSE: Patients with thyroid eye disease (TED) can present with asymmetric disease. The purpose of this study was to evaluate the prevalence of asymmetric TED in an Australian cohort and investigate clinical, biochemical, and radiological associations of asymmetric TED. METHODS: This was a retrospective study of patients with TED who underwent Hertel exophthalmometry and orbital computed tomography (CT) scans. Asymmetry was defined as a difference in the globe protrusion of ≥ 3 mm using Hertel exophthalmometry. Data was collected on patient demographics, clinical disease presentation, thyroid function tests and antibody levels. Muscles volumes were determined by manually segmenting the extraocular muscles on CT scans using a commercially available software. RESULTS: 172 orbits from 86 patients were included in the study. 28 (33%) patients had asymmetric TED. No significant differences were observed in age, gender, thyroid hormone status, anti-thyroid peroxidase levels, thyroid stimulating hormone receptor antibodies, disease activity status, or dysthyroid optic neuropathy between the asymmetric and non-asymmetric groups. The extraocular muscle volumes were significantly higher in the asymmetric orbit compared to its contralateral orbit. CONCLUSION: Asymmetric TED is a reasonably common occurrence in the course of TED. It is associated with higher extraocular muscle volumes, suggesting muscle enlargement as one of the underlying contributors to asymmetric proptosis. Thyroid eye disease should be considered in the differential of asymmetric orbital inflammatory disease.


Subject(s)
Exophthalmos , Graves Ophthalmopathy , Oculomotor Muscles , Tomography, X-Ray Computed , Humans , Male , Female , Retrospective Studies , Exophthalmos/diagnosis , Graves Ophthalmopathy/diagnosis , Graves Ophthalmopathy/complications , Middle Aged , Oculomotor Muscles/physiopathology , Oculomotor Muscles/diagnostic imaging , Oculomotor Muscles/pathology , Aged , Adult , Orbit/diagnostic imaging , Prevalence , Aged, 80 and over , Australia/epidemiology
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