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Wu Z, Liu X, Tan K, Yao X, Peng Q. Integrated machine learning and Mendelian randomization reveal PALMD as a prognostic biomarker for nonspecific orbital inflammation. Sci Rep 2024; 14:24020. [PMID: 39402101 PMCID: PMC11473641 DOI: 10.1038/s41598-024-74409-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Accepted: 09/25/2024] [Indexed: 10/17/2024] Open
Abstract
BACKGROUND Nonspecific Orbital Inflammation (NSOI) remains a perplexing enigma among proliferative inflammatory disorders. Its etiology is idiopathic, characterized by distinctive and polymorphous lymphoid infiltration within the orbital region. Preliminary investigations suggest that PALMD localizes within the cytosol, potentially playing a crucial role in cellular processes, including plasma membrane dynamics and myogenic differentiation. The potential of PALMD as a biomarker for NSOI warrants meticulous exploration. METHODS PALMD was identified through the intersection analysis of common DEGs from datasets GSE58331 and GSE105149 from the GEO database, alongside immune-related gene lists from the ImmPort database, using Lasso regression and SVM-RFE analysis. GSEA and GSVA were conducted with gene sets co-expressed with PALMD. To further investigate the correlation between PALMD and immune-related biological processes, the CIBERSORT algorithm and ESTIMATE method were employed to evaluate immune microenvironment characteristics of each sample. The expression levels of PALMD were subsequently validated using GSE105149. RESULTS Among the 314 DEGs identified, several showed significant differences. Lasso and SVM-RFE algorithms pinpointed 15 hub genes. Functional analysis of PALMD emphasized its involvement in cell-cell adhesion, leukocyte migration, and leukocyte-mediated immunity. Enrichment analysis revealed that gene sets positively correlated with PALMD were enriched in immune-related pathways. Immune infiltration analysis indicated that resting dendritic cells, resting mast cells, activated NK cells, and plasma cells positively associate with PALMD expression. Conversely, naive B cells, activated dendritic cells, M0 and M1 macrophages, activated mast cells, activated CD4 memory T cells, and naive CD4 T cells showed a negative correlation with PALMD expression. PALMD demonstrated significant diagnostic potential in differentiating NSOI. CONCLUSIONS This study identifies PALMD as a potential biomarker linked to NSOI, providing insights into its pathogenesis and offering new avenues for tracking disease progression.
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Affiliation(s)
- Zixuan Wu
- Hunan University of Chinese Medicine, Changsha, 410208, Hunan, China
| | - Xiaohua Liu
- Dongying People's Hospital (Dongying Hospital of Shandong Provincial Hospital Group), Dongying, 257091, Shandong, People's Republic of China
| | - Kang Tan
- Hunan University of Chinese Medicine, Changsha, 410208, Hunan, China
| | - Xiaolei Yao
- Department of Ophthalmology, The First Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, 410007, Hunan, China.
- Ophthalmology Department, The First Hospital of Hunan University of Chinese Medicine, Changsha, 410011, China.
| | - Qinghua Peng
- Hunan University of Chinese Medicine, Changsha, 410208, Hunan, China.
- Department of Ophthalmology, The First Affiliated Hospital of Hunan University of Chinese Medicine, Changsha, 410007, Hunan, China.
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Mohtarim RE, Derqaoui S, Sassi S, Belkouchi O, Babana AEA, Boumeriem K, Imrani K, Nassar I, Jahid A, Zouaidia F, Znati K, Belkouchi A, Bernoussi Z. Inflammatory pseudotumor: big similarities and diagnostic challenges. J Surg Case Rep 2024; 2024:rjae562. [PMID: 39239142 PMCID: PMC11373470 DOI: 10.1093/jscr/rjae562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 08/02/2024] [Accepted: 08/16/2024] [Indexed: 09/07/2024] Open
Abstract
Abstract
Inflammatory pseudotumors are reactive and rare lesions of unknown origin. They are locally aggressive, but they generally do not extend beyond the affected organ, with a favorable prognosis after radical surgical resection. Symptoms and radiologic features are often nonspecific, and pathological examination plays a pivotal role in the diagnosis of inflammatory pseudotumors along with immunohistochemical staining to rule out differential diagnosis, especially myofibroblastic inflammatory tumor. Molecular biology can play a decisive role when these latter cannot establish a definitive diagnosis. Herein, we present a case study that describes a 65-year-old woman presenting a mesocolic mass. The patient underwent a surgical excision, which included a wedge gastric resection, transverse colectomy, and colocolic side-to-side stapled anastomosis. Histopathology and immunohistochemistry confirmed an inflammatory pseudotumor. Surgery remains the main treatment and depends on the location of the tumor. No recurrences are noted; however, a standardized follow-up protocol for inflammatory pseudotumors has yet to be established.
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Affiliation(s)
- Rihane El Mohtarim
- Department of Pathology, Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
| | - Sabrine Derqaoui
- Department of Pathology, Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
| | - Samia Sassi
- Department of Pathology, Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
| | - Omar Belkouchi
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
- Department of General Surgery "A", Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
| | - Amina El Alaoui Babana
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
- Department of General Surgery "A", Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
| | - Khaoula Boumeriem
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
- Department of Radiology, Ibn Sina Hospital University Center, Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
| | - Kaoutar Imrani
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
- Department of Radiology, Ibn Sina Hospital University Center, Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
| | - Ittimade Nassar
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
- Department of Radiology, Ibn Sina Hospital University Center, Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
| | - Ahmed Jahid
- Department of Pathology, Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
| | - Fouad Zouaidia
- Department of Pathology, Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
| | - Kaoutar Znati
- Department of Pathology, Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
| | - Abdelkader Belkouchi
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
- Department of General Surgery "A", Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
| | - Zakia Bernoussi
- Department of Pathology, Ibn Sina Teaching Hospital, Abderrahim Bouabid Avenue, Rabat 12000, Morocco
- Mohammed V University, Nations Unies Avenue, Agdal, Rabat 12000, Morocco
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Wu Z, Song Q, Liu M, Hu Y, Peng X, Zhang Z, Yao X, Peng Q. Deciphering the role of HLF in idiopathic orbital inflammation: integrative analysis via bioinformatics and machine learning techniques. Sci Rep 2024; 14:19346. [PMID: 39164324 PMCID: PMC11336107 DOI: 10.1038/s41598-024-68890-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 07/29/2024] [Indexed: 08/22/2024] Open
Abstract
Idiopathic orbital inflammation, formerly known as NSOI (nonspecific orbital inflammation), is characterized as a spectrum disorder distinguished by the polymorphic infiltration of lymphoid tissue, presenting a complex and poorly understood etiology. Recent advancements have shed light on the HLF (Human lactoferrin), proposing its critical involvement in the regulation of hematopoiesis and the maintenance of innate mucosal immunity. This revelation has generated significant interest in exploring HLF's utility as a biomarker for NSOI, despite the existing gaps in our understanding of its biosynthetic pathways and operational mechanisms. Intersecting multi-omic datasets-specifically, common differentially expressed genes between GSE58331 and GSE105149 from the Gene Expression Omnibus and immune-related gene compendiums from the ImmPort database-we employed sophisticated analytical methodologies, including Lasso regression and support vector machine-recursive feature elimination, to identify HLF. Gene set enrichment analysis and gene set variation analysis disclosed significant immune pathway enrichment within gene sets linked to HLF. The intricate relationship between HLF expression and immunological processes was further dissected through the utilization of CIBERSORT and ESTIMATE algorithms, which assess characteristics of the immune microenvironment, highlighting a noteworthy association between increased HLF expression and enhanced immune cell infiltration. The expression levels of HLF were corroborated using data from the GSE58331 dataset, reinforcing the validity of our findings. Analysis of 218 HLF-related differentially expressed genes revealed statistically significant discrepancies. Fifteen hub genes were distilled using LASSO and SVM-RFE algorithms. Biological functions connected with HLF, such as leukocyte migration, ossification, and the negative regulation of immune processes, were illuminated. Immune cell analysis depicted a positive correlation between HLF and various cells, including resting mast cells, activated NK cells, plasma cells, and CD8 T cells. Conversely, a negative association was observed with gamma delta T cells, naive B cells, M0 and M1 macrophages, and activated mast cells. Diagnostic assessments of HLF in distinguishing NSOI showed promising accuracy. Our investigation delineates HLF as intricately associated with NSOI, casting light on novel biomarkers for diagnosis and progression monitoring of this perplexing condition.
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Affiliation(s)
- Zixuan Wu
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan, China
| | - Qiujie Song
- Dongying People's Hospital (Dongying Hospital of Shandong Provincial Hospital Group), Dongying, Shandong, 257091, People's Republic of China
| | - Meiling Liu
- Guangzhou University of Chinese Medicine, Guangzhou, 510006, China
| | - Yi Hu
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan, China
| | - Xin Peng
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan, China
| | - Zheyuan Zhang
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan, China
| | - Xiaolei Yao
- Department of Ophthalmology, The First Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, 410007, Hunan, China.
| | - Qinghua Peng
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan, China.
- Department of Ophthalmology, The First Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, 410007, Hunan, China.
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Chauhan K, Rosenbaum JT. Understanding Health Care Disparities Based on Medicare Use for Inflammatory and Infectious Eye Diseases. Transl Vis Sci Technol 2024; 13:34. [PMID: 39172483 PMCID: PMC11346134 DOI: 10.1167/tvst.13.8.34] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 05/12/2024] [Indexed: 08/23/2024] Open
Abstract
Purpose Inflammatory and infectious eye diseases are an important cause of visual impairment in patients older than 65 years of age. Health care disparities for eye care are present for general eye care. However, there is lack of national data on health disparities regarding eye care use for inflammatory and infectious eye diseases. Our study examines the effect of gender and race on eye care in patients with inflammatory and infectious eye diseases who are equal or greater than 65 years of age. Methods We have used Medicare data to examine the effect gender and race on use of eye care services in patients with inflammatory and infectious eye diseases for 2014 to 2018. Medicare is a national insurance program administered by the government of United States to insure people age 65 years or older. Owing to its high enrollment, those in Medicare are representative of the U.S. population aged 65 and older. Results We found that females have higher use for Medicare for inflammatory and infectious eye diseases across all races from 2014 to 2018. On examining the effect of race, African Americans have lower use as compared with Whites. People of Asian descent have the highest use, followed by Hispanic people. Conclusions Health care disparities exist for eye care use for inflammatory and infectious eye diseases for patients 65 years of age and older. Future studies are required to address these disparities to provide equitable eye care. Translational Relevance Identification of eye care disparities is the first step to addressing these disparities.
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Affiliation(s)
- Krati Chauhan
- The University of Vermont-Larner College of Medicine, Burlington, Vermont, USA
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Ghumman H, Baradaran-Rafii G, Dadabhoy A, Ghumman U, Saad CG. A Rare Case of Adult-Onset Bilateral Nonspecific Orbital Inflammation (NSOI) With Concomitant Unilateral Third Cranial Nerve Palsy. Cureus 2024; 16:e67181. [PMID: 39161552 PMCID: PMC11333032 DOI: 10.7759/cureus.67181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Accepted: 08/18/2024] [Indexed: 08/21/2024] Open
Abstract
Nonspecific orbital inflammation (NSOI), also known as orbital pseudotumor, is a condition characterized by inflammation in the tissues around the eye socket (orbit) without a clearly identifiable cause. This inflammatory disorder can affect various structures within the orbit, including muscles, fat, and connective tissues, leading to symptoms such as pain, swelling, and changes in vision. A 74-year-old man with a history of previous orbital trauma presented with acute-onset head and orbital pain, followed by restricted left eye movements in all directions, left ptosis, and a dilated left pupil. Orbital imaging revealed bilateral inflammation of the lateral rectus muscles and orbital fat, suggestive of bilateral NSOI, while brain and laboratory studies ruled out other differential diagnoses. The presence of left ptosis, a dilated pupil, and limited upward, downward, and inward movements in the left eye suggested intraorbital involvement of both the superior and inferior divisions of the left third nerve. The complete resolution of orbital symptoms and third nerve function after systemic corticosteroid therapy supported the inflammatory nature of the nerve involvement in this case. The case is notable in terms of bilateral involvement in adult-onset NSOI, the possible role of previous orbital trauma in the development of the disease, and the inflammatory involvement of third nerve divisions following the extension of inflammation into the orbital tissues. NSOI can mimic other, more serious conditions, making accurate diagnosis crucial for effective management and treatment. Understanding its presentation, potential causes, and appropriate diagnostic approaches is essential in providing optimal care for patients affected by this complex inflammatory condition.
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Affiliation(s)
- Haider Ghumman
- Ophthalmology, University of South Florida (USF) Health Morsani College of Medicine, Tampa, USA
| | | | - Anosh Dadabhoy
- Ophthalmology, University of South Florida (USF) Health Morsani College of Medicine, Tampa, USA
| | - Ussama Ghumman
- Transplant Hepatology, University of Texas Health Science Center at San Antonio, San Antonio, USA
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Wu Z, Xu J, Hu Y, Peng X, Zhang Z, Yao X, Peng Q. The roles of IRF8 in nonspecific orbital inflammation: an integrated analysis by bioinformatics and machine learning. J Ophthalmic Inflamm Infect 2024; 14:29. [PMID: 38900395 PMCID: PMC11190126 DOI: 10.1186/s12348-024-00410-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Accepted: 06/04/2024] [Indexed: 06/21/2024] Open
Abstract
BACKGROUND Nonspecific Orbital Inflammation (NSOI) represents a persistent and idiopathic proliferative inflammatory disorder, characterized by polymorphous lymphoid infiltration within the orbit. The transcription factor Interferon Regulatory Factor 8 (IRF8), integral to the IRF protein family, was initially identified as a pivotal element for the commitment and differentiation of myeloid cell lineage. Serving as a central regulator of innate immune receptor signaling, IRF8 orchestrates a myriad of functions in hematopoietic cell development. However, the intricate mechanisms underlying IRF8 production remain to be elucidated, and its potential role as a biomarker for NSOI is yet to be resolved. METHODS IRF8 was extracted from the intersection analysis of common DEGs of GSE58331 and GSE105149 from the GEO and immune- related gene lists in the ImmPort database using The Lasso regression and SVM-RFE analysis. We performed GSEA and GSVA with gene sets coexpressed with IRF8, and observed that gene sets positively related to IRF8 were enriched in immune-related pathways. To further explore the correlation between IRF8 and immune-related biological process, the CIBERSORT algorithm and ESTIMATE method were employed to evaluate TME characteristics of each sample and confirmed that high IRF8 expression might give rise to high immune cell infiltration. Finally, the GSE58331 was utilized to confirm the levels of expression of IRF8. RESULTS Among the 314 differentially expressed genes (DEGs), some DEGs were found to be significantly different. With LASSO and SVM-RFE algorithms, we obtained 15 hub genes. For biological function analysis in IRF8, leukocyte mediated immunity, leukocyte cell-cell adhesion, negative regulation of immune system process were emphasized. B cells naive, Macrophages M0, Macrophages M1, T cells CD4 memory activated, T cells CD4 memory resting, T cells CD4 naive, and T cells gamma delta were shown to be positively associated with IRF8. While, Mast cells resting, Monocytes, NK cells activated, Plasma cells, T cells CD8, and T cells regulatory (Tregs) were shown to be negatively linked with IRF8. The diagnostic ability of the IRF8 in differentiating NSOI exhibited a good value. CONCLUSIONS This study discovered IRF8 that are linked to NSOI. IRF8 shed light on potential new biomarkers for NSOI and tracking its progression.
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Affiliation(s)
- Zixuan Wu
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan Province, China
| | - Jinfeng Xu
- Dongying People's Hospital (Dongying Hospital of Shandong Provincial Hospital Group), Dongying, Shandong, 257091, PR China
| | - Yi Hu
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan Province, China
| | - Xin Peng
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan Province, China
| | - Zheyuan Zhang
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan Province, China
| | - Xiaolei Yao
- Department of Ophthalmology, the First Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, 410007, Hunan Province, China
- Ophthalmology Department, The First Hospital of Hunan University of Chinese Medicine, Changsha, 410011, China
| | - Qinghua Peng
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan Province, China.
- Department of Ophthalmology, the First Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, 410007, Hunan Province, China.
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Wu Z, Li L, Xu T, Hu Y, Peng X, Zhang Z, Yao X, Peng Q. Elucidating the multifaceted roles of GPR146 in non-specific orbital inflammation: a concerted analytical approach through the prisms of bioinformatics and machine learning. Front Med (Lausanne) 2024; 11:1309510. [PMID: 38903815 PMCID: PMC11188444 DOI: 10.3389/fmed.2024.1309510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 05/13/2024] [Indexed: 06/22/2024] Open
Abstract
Background Non-specific Orbital Inflammation (NSOI) is a chronic idiopathic condition marked by extensive polymorphic lymphoid infiltration in the orbital area. The integration of metabolic and immune pathways suggests potential therapeutic roles for C-peptide and G protein-coupled receptor 146 (GPR146) in diabetes and its sequelae. However, the specific mechanisms through which GPR146 modulates immune responses remain poorly understood. Furthermore, the utility of GPR146 as a diagnostic or prognostic marker for NSOI has not been conclusively demonstrated. Methods We adopted a comprehensive analytical strategy, merging differentially expressed genes (DEGs) from the Gene Expression Omnibus (GEO) datasets GSE58331 and GSE105149 with immune-related genes from the ImmPort database. Our methodology combined LASSO regression and support vector machine-recursive feature elimination (SVM-RFE) for feature selection, followed by Gene Set Enrichment Analysis (GSEA) and Gene Set Variation Analysis (GSVA) to explore gene sets co-expressed with GPR146, identifying a significant enrichment in immune-related pathways. The tumor microenvironment's immune composition was quantified using the CIBERSORT algorithm and the ESTIMATE method, which confirmed a positive correlation between GPR146 expression and immune cell infiltration. Validation of GPR146 expression was performed using the GSE58331 dataset. Results Analysis identified 113 DEGs associated with GPR146, with a significant subset showing distinct expression patterns. Using LASSO and SVM-RFE, we pinpointed 15 key hub genes. Functionally, these genes and GPR146 were predominantly linked to receptor ligand activity, immune receptor activity, and cytokine-mediated signaling. Specific immune cells, such as memory B cells, M2 macrophages, resting mast cells, monocytes, activated NK cells, plasma cells, and CD8+ T cells, were positively associated with GPR146 expression. In contrast, M0 macrophages, naive B cells, M1 macrophages, activated mast cells, activated memory CD4+ T cells, naive CD4+ T cells, and gamma delta T cells showed inverse correlations. Notably, our findings underscore the potential diagnostic relevance of GPR146 in distinguishing NSOI. Conclusion Our study elucidates the immunological signatures associated with GPR146 in the context of NSOI, highlighting its prognostic and diagnostic potential. These insights pave the way for GPR146 to be a novel biomarker for monitoring the progression of NSOI, providing a foundation for future therapeutic strategies targeting immune-metabolic pathways.
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Affiliation(s)
- Zixuan Wu
- Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Ling Li
- Dongying People’s Hospital (Dongying Hospital of Shandong Provincial Hospital Group), Dongying, Shandong, China
| | - Tingting Xu
- Dongying People’s Hospital (Dongying Hospital of Shandong Provincial Hospital Group), Dongying, Shandong, China
| | - Yi Hu
- Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Xin Peng
- Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Zheyuan Zhang
- Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Xiaolei Yao
- Department of Ophthalmology, The First Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Qinghua Peng
- Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
- Department of Ophthalmology, The First Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
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Wu Z, Fang C, Hu Y, Peng X, Zhang Z, Yao X, Peng Q. Bioinformatic validation and machine learning-based exploration of purine metabolism-related gene signatures in the context of immunotherapeutic strategies for nonspecific orbital inflammation. Front Immunol 2024; 15:1318316. [PMID: 38605967 PMCID: PMC11007227 DOI: 10.3389/fimmu.2024.1318316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 03/20/2024] [Indexed: 04/13/2024] Open
Abstract
Background Nonspecific orbital inflammation (NSOI) represents a perplexing and persistent proliferative inflammatory disorder of idiopathic nature, characterized by a heterogeneous lymphoid infiltration within the orbital region. This condition, marked by the aberrant metabolic activities of its cellular constituents, starkly contrasts with the metabolic equilibrium found in healthy cells. Among the myriad pathways integral to cellular metabolism, purine metabolism emerges as a critical player, providing the building blocks for nucleic acid synthesis, such as DNA and RNA. Despite its significance, the contribution of Purine Metabolism Genes (PMGs) to the pathophysiological landscape of NSOI remains a mystery, highlighting a critical gap in our understanding of the disease's molecular underpinnings. Methods To bridge this knowledge gap, our study embarked on an exploratory journey to identify and validate PMGs implicated in NSOI, employing a comprehensive bioinformatics strategy. By intersecting differential gene expression analyses with a curated list of 92 known PMGs, we aimed to pinpoint those with potential roles in NSOI. Advanced methodologies, including Gene Set Enrichment Analysis (GSEA) and Gene Set Variation Analysis (GSVA), facilitated a deep dive into the biological functions and pathways associated with these PMGs. Further refinement through Lasso regression and Support Vector Machine-Recursive Feature Elimination (SVM-RFE) enabled the identification of key hub genes and the evaluation of their diagnostic prowess for NSOI. Additionally, the relationship between these hub PMGs and relevant clinical parameters was thoroughly investigated. To corroborate our findings, we analyzed expression data from datasets GSE58331 and GSE105149, focusing on the seven PMGs identified as potentially crucial to NSOI pathology. Results Our investigation unveiled seven PMGs (ENTPD1, POLR2K, NPR2, PDE6D, PDE6H, PDE4B, and ALLC) as intimately connected to NSOI. Functional analyses shed light on their involvement in processes such as peroxisome targeting sequence binding, seminiferous tubule development, and ciliary transition zone organization. Importantly, the diagnostic capabilities of these PMGs demonstrated promising efficacy in distinguishing NSOI from non-affected states. Conclusions Through rigorous bioinformatics analyses, this study unveils seven PMGs as novel biomarker candidates for NSOI, elucidating their potential roles in the disease's pathogenesis. These discoveries not only enhance our understanding of NSOI at the molecular level but also pave the way for innovative approaches to monitor and study its progression, offering a beacon of hope for individuals afflicted by this enigmatic condition.
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Affiliation(s)
- Zixuan Wu
- Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Chi Fang
- Department of Ophthalmology, the First Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Yi Hu
- Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Xin Peng
- Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Zheyuan Zhang
- Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Xiaolei Yao
- Department of Ophthalmology, the First Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
| | - Qinghua Peng
- Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
- Department of Ophthalmology, the First Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, Hunan, China
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Sharifzadeh Kermani M, Farsi M, Sharifi A, Sardarinia M, Zand A. Central serous chorioretinopathy associated with nonspecific orbital inflammation: a case report. J Int Med Res 2024; 52:3000605241233963. [PMID: 38436326 PMCID: PMC10913497 DOI: 10.1177/03000605241233963] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 01/29/2024] [Indexed: 03/05/2024] Open
Abstract
We herein present a rare case of acute central serous chorioretinopathy (CSC) associated with nonspecific orbital inflammation (NSOI). A 38-year-old woman presented with a 3-day history of ocular pain, reduced vision, periorbital swelling, proptosis, conjunctival chemosis, and restricted eye movements. Optical coherence tomography of the affected eye confirmed signs of CSC. Additionally, a computed tomography scan revealed enlargement of intraconal soft tissues and the lacrimal gland. Ocular ultrasonography detected posterior sclera thickening, indicating posterior scleritis. Following the diagnosis of NSOI, the patient received treatment with systemic corticosteroids, resulting in gradual regression of both the orbital inflammation and CSC. This is the first reported case of localized posterior pole CSC documented in a patient with NSOI. Vigilant monitoring for any ocular disorders is important in patients with orbital inflammation.
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Affiliation(s)
| | - Maryam Farsi
- Department of Ophthalmology, Shafa Hospital, Kerman University of Medical Sciences, Kerman, Iran
| | - Ali Sharifi
- Department of Ophthalmology, Shafa Hospital, Kerman University of Medical Sciences, Kerman, Iran
| | - Mahsa Sardarinia
- Eye Research Center, The Five Senses Institute, Rassoul Akram Hospital, Iran University of Medical Sciences, Tehran, Iran
| | - Amin Zand
- Department of Ophthalmology, Shafa Hospital, Kerman University of Medical Sciences, Kerman, Iran
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Wu KY, Kulbay M, Daigle P, Nguyen BH, Tran SD. Nonspecific Orbital Inflammation (NSOI): Unraveling the Molecular Pathogenesis, Diagnostic Modalities, and Therapeutic Interventions. Int J Mol Sci 2024; 25:1553. [PMID: 38338832 PMCID: PMC10855920 DOI: 10.3390/ijms25031553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 01/21/2024] [Accepted: 01/23/2024] [Indexed: 02/12/2024] Open
Abstract
Nonspecific orbital inflammation (NSOI), colloquially known as orbital pseudotumor, sometimes presents a diagnostic and therapeutic challenge in ophthalmology. This review aims to dissect NSOI through a molecular lens, offering a comprehensive overview of its pathogenesis, clinical presentation, diagnostic methods, and management strategies. The article delves into the underpinnings of NSOI, examining immunological and environmental factors alongside intricate molecular mechanisms involving signaling pathways, cytokines, and mediators. Special emphasis is placed on emerging molecular discoveries and approaches, highlighting the significance of understanding molecular mechanisms in NSOI for the development of novel diagnostic and therapeutic tools. Various diagnostic modalities are scrutinized for their utility and limitations. Therapeutic interventions encompass medical treatments with corticosteroids and immunomodulatory agents, all discussed in light of current molecular understanding. More importantly, this review offers a novel molecular perspective on NSOI, dissecting its pathogenesis and management with an emphasis on the latest molecular discoveries. It introduces an integrated approach combining advanced molecular diagnostics with current clinical assessments and explores emerging targeted therapies. By synthesizing these facets, the review aims to inform clinicians and researchers alike, paving the way for molecularly informed, precision-based strategies for managing NSOI.
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Affiliation(s)
- Kevin Y. Wu
- Department of Surgery, Division of Ophthalmology, University of Sherbrooke, Sherbrooke, QC J1G 2E8, Canada; (K.Y.W.)
| | - Merve Kulbay
- Department of Ophthalmology & Visual Sciences, McGill University, Montreal, QC H4A 0A4, Canada
| | - Patrick Daigle
- Department of Surgery, Division of Ophthalmology, University of Sherbrooke, Sherbrooke, QC J1G 2E8, Canada; (K.Y.W.)
| | - Bich H. Nguyen
- CHU Sainte Justine Hospital, Montreal, QC H3T 1C5, Canada
| | - Simon D. Tran
- Faculty of Dental Medicine and Oral Health Sciences, McGill University, Montreal, QC H3A 1G1, Canada
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11
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Wu Z, Li N, Gao Y, Cao L, Yao X, Peng Q. Glutamine metabolism-related genes and immunotherapy in nonspecific orbital inflammation were validated using bioinformatics and machine learning. BMC Genomics 2024; 25:71. [PMID: 38233749 PMCID: PMC10795212 DOI: 10.1186/s12864-023-09946-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 12/27/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND Nonspecific orbital inflammation (NSOI) is an idiopathic, persistent, and proliferative inflammatory condition affecting the orbit, characterized by polymorphous lymphoid infiltration. Its pathogenesis and progression have been linked to imbalances in tumor metabolic pathways, with glutamine (Gln) metabolism emerging as a critical aspect in cancer. Metabolic reprogramming is known to influence clinical outcomes in various malignancies. However, comprehensive research on glutamine metabolism's significance in NSOI is lacking. METHODS This study conducted a bioinformatics analysis to identify and validate potential glutamine-related molecules (GlnMgs) associated with NSOI. The discovery of GlnMgs involved the intersection of differential expression analysis with a set of 42 candidate GlnMgs. The biological functions and pathways of the identified GlnMgs were analyzed using GSEA and GSVA. Lasso regression and SVM-RFE methods identified hub genes and assessed the diagnostic efficacy of fourteen GlnMgs in NSOI. The correlation between hub GlnMgs and clinical characteristics was also examined. The expression levels of the fourteen GlnMgs were validated using datasets GSE58331 and GSE105149. RESULTS Fourteen GlnMgs related to NSOI were identified, including FTCD, CPS1, CTPS1, NAGS, DDAH2, PHGDH, GGT1, GCLM, GLUD1, ART4, AADAT, ASNSD1, SLC38A1, and GFPT2. Biological function analysis indicated their involvement in responses to extracellular stimulus, mitochondrial matrix, and lipid transport. The diagnostic performance of these GlnMgs in distinguishing NSOI showed promising results. CONCLUSIONS This study successfully identified fourteen GlnMgs associated with NSOI, providing insights into potential novel biomarkers for NSOI and avenues for monitoring disease progression.
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Affiliation(s)
- Zixuan Wu
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan Province, China
| | - Na Li
- Dongying People's Hospital (Dongying Hospital of Shandong Provincial Hospital Group), Dongying, Shandong, 257091, People's Republic of China
| | - Yuan Gao
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan Province, China
| | - Liyuan Cao
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan Province, China
| | - Xiaolei Yao
- Department of Ophthalmology, the First Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, 410007, Hunan Province, China.
| | - Qinghua Peng
- Hunan University of Traditional Chinese Medicine, Changsha, 410208, Hunan Province, China.
- Department of Ophthalmology, the First Affiliated Hospital of Hunan University of Traditional Chinese Medicine, Changsha, 410007, Hunan Province, China.
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Fang Y, Shen B, Dai Q, Xie Q, Wu W, Wang M. Orbital inflammatory pseudotumor: new advances in diagnosis, pathogenesis, and treatment. Eur J Med Res 2023; 28:395. [PMID: 37794419 PMCID: PMC10548690 DOI: 10.1186/s40001-023-01330-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Accepted: 08/29/2023] [Indexed: 10/06/2023] Open
Abstract
Orbital inflammatory pseudotumor (OIP) is a benign, non-specific inflammatory disorder that commonly occurs in middle-aged adults and is usually unilateral but can occur bilaterally. Its clinical manifestations have tremendous clinical heterogeneity and vary according to the site of infiltration and the degree of lesions, including orbital pain, swelling, diplopia, proptosis, restricted eye movement, and decreased visual acuity. Clinical features, Image characteristics and pathological examinations often need to be evaluated to confirm the diagnosis. Currently, there is no systematic research on the pathogenesis of OIP, which may be related to immunity or infection. The first-line treatment is glucocorticoids. Radiotherapy, immunosuppressants, and biologics can be considered for treatment-resistant, hormone-dependent, or intolerant patients. In this review, we aim to summarize and focus on new insights into OIP, including new diagnostic criteria, pathogenesis, and discoveries in new drugs and treatment strategies. In particular, we highlight the literature and find that T cell-mediated immune responses are closely related to the pathogenesis of OIP. Further exploration of the mechanism and signaling pathway of T cells in the immune process will help to identify their therapeutic targets and carry out targeted therapy to treat refractory OIP and reduce the side effects of traditional treatments.
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Affiliation(s)
- Yenan Fang
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, People's Republic of China
| | - Bingyan Shen
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, People's Republic of China
| | - Qin Dai
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, People's Republic of China
| | - Qiqi Xie
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, People's Republic of China
| | - Wencan Wu
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, People's Republic of China.
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, People's Republic of China.
| | - Min Wang
- National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, People's Republic of China.
- State Key Laboratory of Ophthalmology, Optometry and Vision Science, Eye Hospital, Wenzhou Medical University, Wenzhou, Zhejiang, People's Republic of China.
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13
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Cutler C, Azab MA, Lucke-Wold B, Khan M, Henson JC, Gill AS, Alt JA, Karsy M. Systematic Review of Treatment Options and Therapeutic Responses for Lesions of the Sella and Orbit: Evidence-Based Recommendations. World Neurosurg 2023; 173:136-145.e30. [PMID: 36639102 DOI: 10.1016/j.wneu.2022.12.108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2022] [Revised: 12/26/2022] [Accepted: 12/26/2022] [Indexed: 01/12/2023]
Abstract
OBJECTIVE Inflammatory pathologies of the sella and orbit are rare but require prompt diagnosis to initiate effective treatment. Because uniform recommendations for treatment are currently lacking, we performed an evidence-based review to identify recommendations. METHODS We performed a literature search of the PubMed, Embase, and Web of Science databases to identify papers evaluating treatment of inflammatory pathologies of the sella and orbit. We used PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines to define recommendations, specifically examining aggregated sample sizes, disease-specific patient follow-up, and clinical trials focused on inflammatory diseases of the sella and orbit. RESULTS A total of 169 studies were included and organized by disease pathology. Treatments for various pathologies were recorded. Treatment options included surgery, radiation, steroids, targeted treatments, immunomodulators, intravenous immune globulin, and plasmapheresis. Steroids were the most often employed treatment, second-line management options and timing varied. Pathological diagnosis was highly associated with treatment used. Most evidence were level 3 without available control groups, except for 13 trials in neuromyelitis optica with level 1 or 2 evidence. CONCLUSIONS This is the first evidence-based review to provide recommendations on specific treatments for pathologies of the orbit and sella. The reported data may be useful to help guide randomized clinical trials and provide resource for clinical management decisions based on the available evidence.
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Affiliation(s)
- Christopher Cutler
- Chicago Medical School at Rosalind Franklin University of Medicine and Science, North Chicago, Illinois, USA
| | - Mohammed A Azab
- Department of Neurosurgery, Clinical Neurosciences Center, University of Utah, Salt Lake City, Utah, USA
| | - Brandon Lucke-Wold
- Department of Neurosurgery, University of Florida, Gainesville, Florida, USA
| | - Majid Khan
- Reno School of Medicine, University of Nevada, Reno, Nevada, USA
| | - J Curran Henson
- College of Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
| | - Amarbir S Gill
- Division of Otolaryngology, Department of Surgery, University of Utah, Salt Lake City, Utah, USA
| | - Jeremiah A Alt
- Division of Otolaryngology, Department of Surgery, University of Utah, Salt Lake City, Utah, USA
| | - Michael Karsy
- Department of Neurosurgery, Clinical Neurosciences Center, University of Utah, Salt Lake City, Utah, USA.
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Anggraini N, Siregar NC, Sitorus RS. Recurrence of Idiopathic Orbital Inflammation: An 11-year Retrospective Study. Middle East Afr J Ophthalmol 2023; 30:89-97. [PMID: 39006932 PMCID: PMC11238927 DOI: 10.4103/meajo.meajo_225_21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 05/08/2024] [Accepted: 05/08/2024] [Indexed: 07/16/2024] Open
Abstract
PURPOSE The high recurrence rate of idiopathic orbital inflammation (IOI) has been reported. This study aims to determine existing predictive factors for the recurrence of IOI. METHODS This was an 11-year retrospective study with at least a 12-month follow-up. Fifty patients with biopsy-proven IOI admitted between 2006 and 2017 at our tertiary hospital were observed. We compared the clinical characteristics, histopathological profile, and biomarker expressions (mast cell, immunoglobulin G4, tumor necrosis factor-alpha, and transforming growth factor-beta) of 16 patients with recurrence (Group I) and 34 patients with no recurrence (Group II). Statistical comparison and multivariate analysis were performed to establish the predictive factors. RESULTS We discovered five recurrence predictive factors: presentation of proptosis (odds ratio [OR] 4.96, 95% confidence interval [CI] 1.36-18.03), visual impairment (OR 15, 95% CI 1.58-142.72), extraocular muscle (EOM) restriction (OR 3.86, 95% CI 1.07-13.94), nonanterior involvement (OR 7.94, 95% CI 1.88-33.5), and corticosteroid (CS) alone treatment (OR 7.20, 95% CI 1.87-27.8). On multivariate analysis, nonanterior involvement and CS alone treatment were validated as predictive factors (area under the curve = 0.807 [95% CI 0.69-0.92]). Histopathological profile and biomarker expressions were not associated with recurrence. However, there was a 22-fold higher recurrence risk for granulomatous-type patients given CS alone treatment. CONCLUSION Unlike the five clinical characteristics mentioned, both histopathology and biomarker variables were not associated with recurrence. CS alone treatment for patients with nonanterior involvement or granulomatous type is proven to increase the risk of recurrence. Therefore, we suggest not giving CS without any combination treatment with other modalities for this group of patients.
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Affiliation(s)
- Neni Anggraini
- Department of Ophthalmology, Universitas Indonesia / Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Nurjati C Siregar
- Department of Anatomical Pathology, Universitas Indonesia / Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Rita S Sitorus
- Department of Ophthalmology, Universitas Indonesia / Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
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Kneafsey S, MacSwiney T, McCloskey C, O'Keane C, Fulcher T. Clinical characteristics, diagnosis, and outcomes of orbital biopsies in a single Irish centre. Ir J Med Sci 2022:10.1007/s11845-022-03133-4. [PMID: 35994223 DOI: 10.1007/s11845-022-03133-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 08/12/2022] [Indexed: 11/27/2022]
Abstract
AIMS To review the distribution of histopathological diagnoses and visual outcome of orbital biopsy in an Irish tertiary referral centre over a 10-year period. METHODS This was a retrospective, clinical-histopathological case series. Clinical records of all patients who underwent orbital biopsy between January 2008 and January 2018 in the Mater Misericordiae University Hospital were reviewed using data collected from theatre logbooks and hospital-based medical records. RESULTS A total of 83 orbital biopsies in 77 patients were included for analysis in this study. The mean age was 55.7 ± 18.41 years. The mean follow-up period was 1.87 ± 2.097 years. The most common presenting symptoms and signs were pain (22.3%) and proptosis (27.6%). Most lesions were located in the extraconal space (65%), with incisional biopsy (65%) being the most common technique used to gain a sample for histopathological diagnosis. Histopathology analysis of the biopsies revealed malignant tumours (27, 32.5%), benign tumours (7, 8.4%), inflammation (26, 31.3%), and other diagnoses (23, 27%). Excluding patients who underwent exenteration procedures, no study patients suffered visual loss following orbital biopsy. CONCLUSIONS Orbital biopsy serves as a safe diagnostic tool in managing orbital diseases. The breakdown of diagnosis in our patients is in line with international studies. No patients in our series suffered vision loss as a result of their orbital biopsy. This emphasises its use as a safe procedure in the diagnosis and management of patients with the orbital disease. Our data provides helpful guidance to clinicians when counselling patients for orbital biopsy.
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Affiliation(s)
- Siân Kneafsey
- Ophthalmology Department, Mater Misericordiae University Hospital, Dublin, Ireland.
| | - Terence MacSwiney
- Ophthalmology Department, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Clare McCloskey
- Ophthalmology Department, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Conor O'Keane
- Histopathology Department, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Tim Fulcher
- Ophthalmology Department, Mater Misericordiae University Hospital, Dublin, Ireland
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Identification of Hub Genes Associated with Nonspecific Orbital Inflammation by Weighted Gene Coexpression Network Analysis. DISEASE MARKERS 2022; 2022:7588084. [PMID: 35669499 PMCID: PMC9166965 DOI: 10.1155/2022/7588084] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 05/03/2022] [Indexed: 11/17/2022]
Abstract
Background Nonspecific orbital inflammation is a common ophthalmopathy with a high prevalence among adult females. Yet, its molecular mechanisms behind are poorly understood. Regulation of gene expression probably plays an important role in this disease. Thus, we utilized gene coexpression networks to identify key modules and hub genes involved in nonspecific orbital inflammation. Methods Data of gene expression in nonspecific orbital inflammation samples (n = 61) and healthy samples (n = 28) were obtained from the public Gene Expression Omnibus database. Afterward, differentially expressed genes were performed. Then, weighted correlation network analysis was done to define the key modules. Next, functional enrichment analysis was conducted by Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway in key modules. Finally, a protein-protein interaction network and Cytohubba plugin were used to screen hub genes. Results Differential expression of 716 genes was identified, among which 169 genes were upregulated and 547 genes were downregulated in the nonspecific orbital inflammation group. In weighted correlation network analysis, we clarified 2 key modules (MEturquoise and MEblue) that are likely to play key roles in nonspecific orbital inflammation. Functional enrichment analysis indicated that these genes are predominately involved in immune response and matrix homeostasis. In addition, among 2 key modules, there are 20 hub genes identified. Conclusion With this new approach, we identified several genes that could be critical to pathologies of nonspecific orbital inflammation. These findings may contribute to further therapeutic target development.
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Otsuka M, Yunoki T, Ozaki H, Hayashi A. Clinical Characteristics of Idiopathic Orbital Inflammation Syndrome in Relation to Intraocular Pressure. Clin Ophthalmol 2022; 16:1467-1473. [PMID: 35592671 PMCID: PMC9112790 DOI: 10.2147/opth.s361645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 05/09/2022] [Indexed: 11/30/2022] Open
Abstract
Purpose To investigate the clinical characteristics of idiopathic orbital inflammation and changes in intraocular pressure (IOP) before and after its treatment. Patients and Methods We retrospectively studied 20 eyes from the medical records of 19 patients who were diagnosed with idiopathic orbital inflammation between April 1, 2004, and April 30, 2019, at Toyama University Hospital. The inflammation site (type of disease), treatment provided, IOP before and after treatment, and the symptoms (proptosis, decreased ocular movements or diplopia, periorbital edema, and ocular pain) were analyzed. Results The types of idiopathic orbital inflammation were dacryoadenitis in 14, myositis in 7, diffuse-type in 3, and posterior periscleritis in 1 case. The mean IOP after treatment was 15.4±3.9 mm Hg, which was significantly lower than the mean pretreatment IOP of 19.0±5.3 mm Hg (p = 0.009). Before treatment, all cases with the diffuse-type had high IOPs of 21 mm Hg or more. Ocular pain and eye movement disorders were present in 86% and 100% of subjects in the group with an IOP of 21 mm Hg or higher, but 38% and 31% in the group with an IOP of 20 mm Hg or lower, respectively. Conclusion Diffuse-type of idiopathic orbital inflammation is prone to develop high IOP. Patients with idiopathic orbital inflammation and high IOP exhibit many symptoms such as decreased ocular movements, diplopia, and ocular pain.
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Affiliation(s)
- Mitsuya Otsuka
- Department of Ophthalmology, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
| | - Tatsuya Yunoki
- Department of Ophthalmology, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
| | - Hironori Ozaki
- Department of Ophthalmology, Kurobe City Hospital, Toyama, Japan
| | - Atsushi Hayashi
- Department of Ophthalmology, Graduate School of Medicine and Pharmaceutical Sciences, University of Toyama, Toyama, Japan
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Lakerveld M, van der Gijp A. Orbital Muscle Enlargement: What if It’s Not Graves’ Disease? CURRENT RADIOLOGY REPORTS 2022. [DOI: 10.1007/s40134-022-00392-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Abstract
Purpose of Review
To provide the radiologist with tools to recognize findings atypical for Graves’ ophthalmopathy and differentiate between the most important and common alternative causes of extraocular muscle enlargement on CT and MR imaging.
Recent findings
We introduce five ‘red flags’ representing features that are atypical for Graves’ ophthalmopathy: unilateral disease, atypical pattern of muscle involvement, adjacent structure involvement, restricted diffusion, and absence of pain.
Summary
About 95% of the cases with extraocular enlargement are due to Graves’ ophthalmopathy, other causes are less well known and recognized. The ‘red flags’ may aid in recognizing and suggesting alternative diagnoses.
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Rachwani-Anil R, Zamorano-Martín F, Rocha-de-Lossada C, García-Lorente M, Pérez-Casaseca C, Hernando-Ayala C, Ortiz-Pérez S. Orbital inflammatory disease. ARCHIVOS DE LA SOCIEDAD ESPANOLA DE OFTALMOLOGIA 2022; 97:89-99. [PMID: 35152954 DOI: 10.1016/j.oftale.2021.05.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 05/17/2021] [Indexed: 06/14/2023]
Abstract
Orbital inflammatory disease (OID), commonly known as orbital pseudotumour, is an inflammatory disease of unknown cause. It has different forms of presentation and different degrees of severity. Its variable nature is the main cause for this disease to be misdiagnosed and misclassified. The prognosis of OID depends on the tissues affected and the histology. OID usually responds favourably to systemic steroid treatment. However, empiric steroids may mask other underlying diseases that respond well to this treatment as well, namely, IgG4-related disease or lymphoproliferative disorders. This fact has led to controversy among various authors as some recommend performing a biopsy in most of the cases, whereas others defend that this procedure should only be performed if the patient has not responded to empiric steroid treatment. Although steroids have been the mainstream treatment of OID, the side effects, relapse rates and lack of response in some cases have resulted in them being replaced by immunosuppressive and immunomodulator therapies that currently stand as a key steroid-sparing treatment option, in addition to radiotherapy and surgery. The aim of this review is to update the evidence on the diagnosis and treatment of OID.
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Affiliation(s)
- R Rachwani-Anil
- Departamento de Oftalmología, Hospital Norte de Málaga, Antequera, Málaga, Spain.
| | - F Zamorano-Martín
- Departamento de Oftalmología, Hospital Regional Universitario-Hospital Civil, Málaga, Spain
| | - C Rocha-de-Lossada
- Qvision: Departamento de Oftalmología, Hospital Vithas Virgen del Mar, Almería, Spain; Departamento de Oftalmología, Hospital Virgen de las Nieves, Granada, Spain; Departamento de Oftalmología, Ceuta Medical Center, Ceuta, Spain
| | - M García-Lorente
- Departamento de Oftalmología, Hospital Regional Universitario-Hospital Civil, Málaga, Spain
| | - C Pérez-Casaseca
- Departamento de Oftalmología, Hospital Regional Universitario-Hospital Civil, Málaga, Spain
| | - C Hernando-Ayala
- Departamento de Oftalmología, Hospital Regional Universitario-Hospital Civil, Málaga, Spain
| | - S Ortiz-Pérez
- Departamento de Oftalmología, Hospital Virgen de las Nieves, Granada, Spain
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Kim YJ, Yoo IH. Orbital Myositis Mimicking Status Migrainosus. ANNALS OF CHILD NEUROLOGY 2021. [DOI: 10.26815/acn.2021.00367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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Abstract
BACKGROUND Orbital inflammatory disease encompasses a spectrum of disorders. Idiopathic orbital inflammation (IOI) is often a diagnosis of exclusion, which needs to be differentiated from infections, systemic inflammatory disease, and neoplasms. IOI includes anterior inflammation with dacryoadenitis, myositis, perineuritis of the optic nerve, periscleritis, diffuse sclerosing inflammation, and orbital apex inflammation. OBJECTIVE A differential diagnostic overview of IOI is presented, including its subcategories, diagnosis, and treatment. CONCLUSION The diagnosis of IOI is often made by exclusion with typical clinical findings, CT and MRI scans, and pathology. Treatment includes corticosteroids, immunomodulators, immunosuppressants, and radiotherapy.
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Affiliation(s)
- Wolfgang E Lieb
- ViDia Christliche Kliniken Karlsruhe, St. Vincentius-Kliniken, Steinhäuserstr. 18, 76135, Karlsruhe, Deutschland.
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22
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Eshraghi B, Dehghan A, Javadi N, Fazel M. Nonspecific orbital inflammation and thyroid eye disease, a rare comorbidity: report of two cases and review of literature. BMC Ophthalmol 2021; 21:251. [PMID: 34090378 PMCID: PMC8180075 DOI: 10.1186/s12886-021-02008-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 05/24/2021] [Indexed: 11/10/2022] Open
Abstract
Background To present the very rare comorbidity of developing non-specific orbital inflammation (NSOI) in two patients with histories of definite thyroid eye disease (TED). Case presentation Both patients complained of new-onset progressive proptosis although their thyroid disease was controlled and computed tomography scan revealed an intraorbital inflammatory mass. The pathological assessment indicated that both patients had developed fibrosing NSOI. Therefore, intravenous corticosteroids were administered. The mass regressed and the amount of proptosis was decreased in both patients. Conclusions We reviewed all related cases in the literature and extracted their clinical and radiological characteristics for this paper. Ophthalmologists should consider TED and NSOI in patients with a new-onset complaint of proptosis. Despite rare comorbidity of TED and NSOI, it should be considered especially in patients with refractory proptosis, and lead to its further evaluation and prompt management.
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Affiliation(s)
- Bahram Eshraghi
- Isfahan Eye Research Center, Department of Ophthalmology, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Amin Dehghan
- Student Research Committee, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Niloofar Javadi
- Student Research Committee, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohammadreza Fazel
- Isfahan Eye Research Center, Department of Ophthalmology, Isfahan University of Medical Sciences, Isfahan, Iran.
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Meca Casasnovas N, Sangrador Pelluz C, Sotoca J. Tocilizumab as an alternative for corticosteroid-refractory orbital myositis. J Neuroimmunol 2021; 356:577573. [PMID: 33933820 DOI: 10.1016/j.jneuroim.2021.577573] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Revised: 04/09/2021] [Accepted: 04/09/2021] [Indexed: 11/26/2022]
Affiliation(s)
| | | | - Javier Sotoca
- Department of Neurology, Hospital Mútua Terrassa, Spain
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Adult Versus Pediatric Relapse and Recurrence in Orbital Inflammatory Syndrome. Ophthalmic Plast Reconstr Surg 2021; 37:77-80. [PMID: 32427728 DOI: 10.1097/iop.0000000000001705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
PURPOSE Orbital inflammatory syndrome (OIS) is a diagnosis of exclusion that has a variable presentation and unpredictable course. Many studies report incomplete or lack of OIS resolution with high recurrence and relapse rates. No studies to date have investigated the characteristics of both recurrence and relapse in OIS. We sought to determine this in both pediatric and adult patients. METHODS A retrospective chart review of 56 patients with OIS was performed between 2004 and 2018. Forty-one patients were identified as adults greater than 18 years of age and 15 were identified as pediatric patients less than 18 years of age. RESULTS Among 56 (41 adult and 15 pediatric) cases of OIS, 18 cases of recurrent disease (32.1%) were identified and 15 (26.8%) patients experienced relapses. All 6 (100%) pediatric patients that had recurrent disease initially suffered from relapses. In contrast, only 1 of the 12 (8.3%) recurrent adult cases initially experienced relapse. Of the 18 patients with recurrent disease, 9 (50%) had multiple recurrences. Underlying etiologies were confirmed in 5 of 18 recurrent cases (27.8%) and 5 of 38 (13.2%) non-recurrent cases. Of the 5 patients with recurrent OIS and an identified etiology, all 5 (100%) demonstrated multiple recurrences. CONCLUSIONS In pediatric cases, relapse was more common and prior episodes of relapse were predictive of later recurrence. Recurrence was relatively common in both groups with half of the patients having multiple recurrences. Identifiable underlying etiologies were more common in patients with recurrent OIS and those cases all demonstrated multiple recurrences.
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Case Report: Idiopathic Sclerosing Orbital Inflammation. Optom Vis Sci 2021; 98:409-417. [PMID: 33852556 DOI: 10.1097/opx.0000000000001667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
SIGNIFICANCE Idiopathic sclerosing orbital inflammation (ISOI) is characterized by insidious, chronic, progressive inflammation and fibrosis that damage ocular structures and produce a mass effect. This case highlights the challenges in diagnosis and management of ISOI, as well as the associated ocular morbidities, including potential vision loss. PURPOSE The purpose of this study was to provide education regarding a rare condition that exhibits variable presentation and has an unpredictable success rate with regard to treatment paradigm. Improved therapeutic options are promising. Ultimately, early detection and management are key and may allow for better visual outcome. CASE REPORT A 46-year-old woman presented with complaints of chronic right-sided facial headaches and eye pain and gradual right globe prominence over the previous 6 months. Worsening vision and decreased right peripheral visual field were also noted. Upon examination, an afferent pupillary defect and florid disc edema were evident. Imaging studies revealed an orbital and extraorbital infiltrative mass involving the right orbital apex, inferior orbital fissure, pterygopalatine fossa, and cavernous sinus. Right anterior orbitotomy with biopsy revealed fragments of fibroconnective and adipose tissue with sclerosis and chronic focal inflammation, consistent with ISOI. Treatment included intravenous methylprednisone, followed by oral prednisone, beginning at 60 mg/d with a slow taper thereafter. Signs and symptoms improved dramatically and eventually resolved. Vision significantly improved, and the afferent pupillary defect resolved. The patient remained asymptomatic at 3-month follow-up. CONCLUSIONS Idiopathic sclerosing orbital inflammation is difficult to diagnose and manage. No large studies exist because of the rare nature of the disease. Slowly progressive, nonspecific signs and symptoms may delay recognition and treatment. Orbital imaging and histopathologic analysis are critical for definitive diagnosis. Conventional treatment with corticosteroids is not uniformly successful, but newer combined therapy options can improve outcomes. Early identification and treatment are key to management and ultimate preservation of function and vision.
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Limitation of Adduction in a Patient with Multiple Sclerosis Related to Orbital Myositis. Can J Neurol Sci 2021; 48:855-856. [PMID: 33504399 DOI: 10.1017/cjn.2021.18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Zheng Y, Zhang YX, Ding MP. Treatment of idiopathic orbital myositis with frequent relapses: First case with tacrolimus and review of literature. J Neuroimmunol 2020; 346:577316. [PMID: 32668345 DOI: 10.1016/j.jneuroim.2020.577316] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 07/02/2020] [Accepted: 07/02/2020] [Indexed: 10/23/2022]
Abstract
A 41-year-old man presented with a 2-year history of recurrent painful ophthalmoplegia. Previous brain magnetic resonance imaging showed isolated enlargement of extraocular muscles with enhancement. A diagnosis of idiopathic orbital myositis (IOM) was given. Though the patient initially responded dramatically to corticosteroid, he began developing steroid resistance from his third attack and experienced frequent relapses. Therefore, tacrolimus was added to his regimen. The patient had full symptom recovery after tacrolimus and reported no relapses in the 1-year follow-up. This is the first case showing the efficacy of tacrolimus in treatment of IOM. Our case illustrates the importance of immunosuppressive agents in IOM patient refractory to steroid for both symptom control and relapse prevention.
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Affiliation(s)
- Yang Zheng
- Department of Neurology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Yin-Xi Zhang
- Department of Neurology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Mei-Ping Ding
- Department of Neurology, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.
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