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This study investigated the utility of optical coherence tomography (OCT) for staging iris pigmented lesions in cats. Eighteen cats that underwent OCT examination for unilateral iris pigmented lesion were included. The cats were either suspected of melanosis due to clinical features (n = 8) or had been definitively diagnosed through histopathology with iris melanosis (n = 3), early feline diffuse iris melanoma (FDIM) (n = 4), or mid-stage or advanced FDIM (n = 3). From OCT images, mean iris thickness (MIT) was measured, and the ratio of pigmented lesion to normal iris (PN) was calculated. OCT images depicted the entire iris layer in all eyes with suspected melanosis, iris melanosis, and early FDIM, but observing the entire lesion in mid-stage/advanced FDIM was challenging. No significant difference in MIT was observed among the groups. Conversely, PN ratio was significantly higher (p < 0.05) in early FDIM (1.29 ± 0.16) than in suspected melanosis (1.02 ± 0.10) or iris melanosis (0.99 ± 0.09). Furthermore, OCT imaging revealed hyperreflective lines in 75% of eyes with suspected melanosis and in all the eyes with iris melanosis, corresponding to the pigmented lesions. Our results demonstrate that OCT is capable of detecting subtle differences in iris thickness and features in early-stage FDIM, indicating its potential utility in distinguishing between iris melanosis and early FDIM. Further study is warranted to verify the reliability of such OCT findings.
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PURPOSE: To evaluate immunophenotypic profiles of infiltrating cells in surgically excised tissues of chalazion and pyogenic granuloma associated with chalazion. METHODS: Eighty-two surgical specimens from 74 consecutive patients newly diagnosed with chalazion or chalazion-associated pyogenic granuloma at Tokyo Medical University Hospital between 2016 and 2022 were studied. Sixty specimens were chalazion lesions and 22 specimens were pyogenic granuloma lesions (from 15 men and 7 women, mean age 36.6 ± 14.4 years). All patients were immunocompetent Asian Japanese adults. Specimens were analyzed by immunohistochemistry and flow cytometry. Flow cytometry was performed using the following antibodies: CD3, CD4, CD8, CD11b, CD11c, CD16, CD19, CD20, CD23, CD25, CD34, CD44, CD56, CD69, and CD138. RESULTS: In flow cytometric analysis, the proportion of cells expressing the T cell marker CD3 was significantly higher compared with other immune cells expressing specific markers (p < 0.0001), and the proportion of CD4-positive T cells was significantly higher than that of CD8-positive T cells (p < 0.0001), in both chalazion and pyogenic granuloma specimens. The chalazion and pyogenic granuloma lesions shared similar immunophenotypic profile characterized by predominant T cell infiltration, and CD4 T cells dominating over CD8 cells. The pattern of expression of CD4 and CD8 in the specimens was confirmed by immunohistochemistry. CONCLUSION: The present study demonstrates immunophenotypic features of chalazion and chalazion-associated pyogenic granuloma. Although various inflammatory cells are involved in the pathology of chalazion and pyogenic granuloma, a significantly higher proportion of CD4-positive T cells may be closely related to the pathological mechanisms of both lesions.
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Calázio , Granuloma Piogênico , Masculino , Adulto , Humanos , Feminino , Adulto Jovem , Pessoa de Meia-Idade , Calázio/metabolismo , Granuloma Piogênico/diagnóstico , Granuloma Piogênico/metabolismo , Granuloma Piogênico/patologia , Imunofenotipagem , Linfócitos T CD4-Positivos/metabolismo , Linfócitos T CD4-Positivos/patologia , Linfócitos T CD8-Positivos/metabolismo , Linfócitos T CD8-Positivos/patologia , Citometria de FluxoRESUMO
Purpose: Vitreoretinal lymphoma is a high-grade malignant non-Hodgkin lymphoma with poor prognosis. The objective of this study was to elucidate the proteome profile of the vitreous in patients with vitreoretinal lymphoma (VRL), aiming to advance understanding of the pathophysiology of VRL. Methods: Comprehensive proteomic analyses of vitreous humor using liquid chromatography with tandem mass spectrometry were performed for 10 patients with VRL, 10 control patients with idiopathic epiretinal membrane or macular hole, and 10 patients with ocular sarcoidosis. Differentially expressed proteins (DEPs) were identified by comparing VRL with controls and sarcoidosis, and functional pathway analysis was performed. Finally, vitreous concentrations of representative DEPs that were significantly upregulated in proteomics study were measured by ELISA using a separate cohort. Results: In total, 1594 proteins were identified in the vitreous humor of VRL, control, and sarcoidosis samples. Also, 282 DEPs were detected in VRL, 249 upregulated and 33 downregulated, compared with controls. Enrichment pathway analysis showed alterations in proteasome-related pathways. Compared to controls and sarcoidosis, 14 DEPs in VRL showed significant upregulation. In the validation study, ELISA confirmed significantly higher vitreous concentrations of PSAT1, YWHAG, and 20S/26S proteasome complex in VRL compared with controls and sarcoidosis. Among the upregulated DEPs, vitreous PITHD1 and NCSTN concentrations correlated positively with vitreous IL-10 concentrations. Conclusions: This study highlights aberrations in protein expression pattern in the vitreous of patients with VRL. The DEPs identified in this study may play pivotal roles in VRL pathogenesis, providing insights to enhance understanding of VRL pathophysiology and contribute to the development of VRL biomarkers.
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Linfoma não Hodgkin , Neoplasias da Retina , Sarcoidose , Humanos , Corpo Vítreo/metabolismo , Neoplasias da Retina/patologia , Proteômica , Linfoma não Hodgkin/metabolismo , Linfoma não Hodgkin/patologia , Sarcoidose/metabolismo , Sarcoidose/patologia , Proteínas/metabolismo , Proteínas 14-3-3/análise , Proteínas 14-3-3/metabolismoRESUMO
Various immune mediators identified to date are associated with the development of advanced forms of diabetic retinopathy (DR), such as proliferative DR and diabetic macular edema, although the exact pathophysiological mechanisms of early stages of DR such as simple DR remain unclear. We determined the immune mediator profile in the aqueous humor of eyes with simple DR. Fifteen eyes of fifteen patients with simple DR were studied. Twenty-two eyes of twenty-two patients with cataracts and no DR served as controls. Undiluted aqueous humor samples were collected, and a cytometric bead array was used to determine the aqueous humor concentrations of 32 immune mediators comprising 13 interleukins (IL), interferon-γ, interferon-γ-inducible protein-10 (IP-10), monocyte chemoattractant protein-1, macrophage inflammatory protein (MIP)-1α, MIP-1ß, regulated on activation, normal T cell expressed and secreted (RANTES), monokine induced by interferon-γ, basic fibroblast growth factor (bFGF), Fas ligand, granzyme A, granzyme B, interferon-inducible T-cell alpha chemoattractant (ITAC), fractalkine, granulocyte macrophage colony-stimulating factor, granulocyte colony-stimulating factor (G-CSF), vascular endothelial growth factor (VEGF), angiogenin, tumor necrosis factor-α, and CD40 ligand. Among the 32 immune mediators, 10 immune mediators, including bFGF, CD40 ligand, fractalkine, G-CSF, IL-6, IL-8, MIP-α, MIP-1ß, and VEGF, showed significantly higher aqueous humor concentrations and the Fas ligand had significantly lower concentration (p < 0.05) in eyes with simple DR compared with control eyes. Of these 10 cytokines with significant concentration alteration, protein-protein interaction analysis revealed that 8 established an intricate interaction network. Various immune mediators may contribute to the pathogenesis of simple DR. Attention should be given to the concentrations of immune mediators in ocular fluids even in simple DR. Large-scale studies are warranted to assess whether altered aqueous humor concentrations of these 10 immune mediators are associated with an increased risk of progression to advanced stages of DR.
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PURPOSE: There is no consensus concerning restarting anti-tumour necrosis factor (TNF)-α therapy for uveitis after treatment for active tuberculosis (TB). We report a case of Behcet disease (BD) in which treatment with TNF inhibitor was successfully resumed after treatment for miliary TB. CASE REPORT: A 48-year-old Japanese male was treated for uveitis of unknown aetiology in the left eye at a general ophthalmology clinic. He was referred to Department of Ophthalmology, Tokyo Medical University Hospital because of macula oedema (ME) not responding to prednisolone (PSL) 20 mg. BD was diagnosed based on fluorescein angiographic findings of diffuse retinal vasculitis characteristic of BD, recurrent oral aphthous ulcer, erythema nodosum-like rash in his legs, and HLA-A26 positivity. After a screening test, adalimumab (ADA) was started as steroid-sparing therapy. Eight months after starting ADA, the patient was diagnosed with miliary TB. ADA and PSL were discontinued immediately due to TB. Anti-TB treatment was completed after 6 months based on clinical improvement, although T-SPOT.TB was still positive. Infliximab with isoniazid was started due to relapse of ME, worsened vitreous haze, and worsened visual acuity in his left eye. Subsequently, his ocular symptoms subsided and there was no relapse of TB. CONCLUSION: This case suggests that in patients with BD who have discontinued anti-TNF therapy due to miliary TB, restarting anti-TNF therapy may be a therapeutic option after TB has been treated appropriately with careful monitoring for relapse.
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PURPOSE: To analyze radial peripapillary capillaris (RPC) and intra-papillary capillaris (IPC) using optical coherence tomography angiography (OCTA) in acute retinal necrosis (ARN) with good outcome. METHODS: RPC and IPC were analyzed by OCTA in patients diagnosed with ARN and treated with pharmacotherapy alone without surgery at the Tokyo Medical University Hospital. RESULTS: A total of 13 patients were studied. Ophthalmoscopic examination showed no abnormality in the optic disc in 12 of the 13 patients. However, OCTA findings of the affected eye compared with the unaffected fellow eye revealed morphological abnormalities in RPC in nine cases (69%) and decrease in capillary network in RPC or IPC in eight cases (62%). CONCLUSION: In ARN, RPC and IPC were impaired even in eyes that were healed with medical treatment only without requiring surgical intervention and had no abnormal findings on ophthalmoscopic examination. This result suggests the presence of some degrees of optic neuropathy even in mild cases with good visual prognosis.
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PURPOSE: The use of immunomodulatory therapy in the setting of coexistence of uveitis and coronavirus disease (COVID-19) remains controversial. We report a case of COVID-19 during systemic steroid therapy for Vogt-Koyanagi-Harada disease (VKH). CASE REPORT: A 43-year-old female was diagnosed with VKH and started on steroid pulse therapy (1,000 mg/day) followed by high-dose oral corticosteroids. Two weeks after discharge from the hospital, she was readmitted to the intensive care unit with severe acute respiratory syndrome due to SARS-CoV-2 infection confirmed by PCR test, and fortunately both VKH and COVID-19-induced respiratory disease improved. CONCLUSION: Given the absence of international agreement on how to manage COVID-19 patients with steroid-dependent VKH, existing clinical guidelines should be reviewed thoroughly to formulate useful strategies for managing VKH patients on steroid treatment who contract COVID-19. Furthermore, the outcomes of patients with steroid-dependent autoimmune uveitis including VKH who develop COVID-19 should be analyzed.
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COVID-19 , Uveíte , Síndrome Uveomeningoencefálica , Feminino , Humanos , Adulto , Síndrome Uveomeningoencefálica/complicações , Síndrome Uveomeningoencefálica/diagnóstico , Síndrome Uveomeningoencefálica/tratamento farmacológico , SARS-CoV-2 , Uveíte/diagnóstico , Uveíte/tratamento farmacológico , Esteroides/uso terapêuticoAssuntos
Neoplasias do Sistema Nervoso Central , Linfoma não Hodgkin , Linfoma , Neoplasias da Retina , Humanos , Neoplasias da Retina/diagnóstico , Neoplasias da Retina/patologia , Corpo Vítreo/patologia , Neoplasias do Sistema Nervoso Central/diagnóstico , Neoplasias do Sistema Nervoso Central/etiologia , Neoplasias do Sistema Nervoso Central/patologia , Linfoma/patologia , Linfoma não Hodgkin/patologia , Sistema Nervoso Central/patologiaRESUMO
Orbital cavernous venous malformation (OCVM) is a sporadic vascular anomaly of uncertain etiology characterized by abnormally dilated vascular channels. Here, we identify a somatic missense mutation, c.121G > T (p.Gly41Cys) in GJA4, which encodes a transmembrane protein that is a component of gap junctions and hemichannels in the vascular system, in OCVM tissues from 25/26 (96.2%) individuals with OCVM. GJA4 expression was detected in OCVM tissue including endothelial cells and the stroma, through immunohistochemistry. Within OCVM tissue, the mutation allele frequency was higher in endothelial cell-enriched fractions obtained using magnetic-activated cell sorting. Whole-cell voltage clamp analysis in Xenopus oocytes revealed that GJA4 c.121G > T (p.Gly41Cys) is a gain-of-function mutation that leads to the formation of a hyperactive hemichannel. Overexpression of the mutant protein in human umbilical vein endothelial cells led to a loss of cellular integrity, which was rescued by carbenoxolone, a non-specific gap junction/hemichannel inhibitor. Our data suggest that GJA4 c.121G > T (p.Gly41Cys) is a potential driver gene mutation for OCVM. We propose that hyperactive hemichannel plays a role in the development of this vascular phenotype.
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Mutação com Ganho de Função , Malformações Vasculares , Humanos , Células Endoteliais , Junções Comunicantes/genética , Mutação , Veias , Malformações Vasculares/metabolismoRESUMO
Ocular sarcoidosis is an inflammatory disease that manifests as uveitis, and is often difficult to distinguish from other forms of uveitis based on nonspecific findings alone. Comprehensive proteomic analyses of vitreous humor using LC-MS/MS were performed in each patient with ocular sarcoidosis, vitreoretinal lymphoma (VRL), and controls with epiretinal membrane or macular hole. Differential expression proteins (DEPs) were identified by comparing with VRL and controls, and functional pathway analysis was performed. The candidate biomarker proteins for ocular sarcoidosis were validated using enzyme-linked immunosorbent assay. A total of 1590 proteins were identified in all samples. Of these, 290 and 174 DEPs were detected in vitreous of ocular sarcoidosis compared with controls and VRL, respectively. Enrichment pathway analysis revealed that pathways related to the immune system were most upregulated. Validation of two candidate biomarkers for ocular sarcoidosis, neutrophil gelatinase-associated lipocalin (NGAL) and junctional adhesion molecules B (JAMB), confirmed upregulated NGAL and JAMB protein expressions in ocular sarcoidosis compared to controls and VRL. The results of this study revealed that altered vitreous protein expression levels may discriminate ocular sarcoidosis from other uveitis diseases. Vitreous NGAL and JAMB are potential biomarkers and may serve as an auxiliary tool for the diagnosis of ocular sarcoidosis.
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PURPOSE: To clarify the incidence and demographic characteristics of malignant eyelid tumors diagnosed in a single institute in Japan. STUDY DESIGN: Retrospective, observational case series METHODS: Patients with malignant eyelid tumors diagnosed histopathologically at Tokyo Medical University Hospital between 1995 and 2019 were reviewed retrospectively. The incidence and demographic profile of malignant eyelid tumors were analyzed. The number of benign eyelid tumors diagnosed histopathologically during the same period was also counted. RESULTS: A total of 412 patients with histopathologically proven malignant eyelid tumors were included. The most common malignant eyelid tumor was sebaceous carcinoma (n = 180, 44%), followed by basal cell carcinoma (n = 148, 36%), squamous cell carcinoma (n = 35, 9%), lymphoma (n = 28, 7%), Merkel cell carcinoma (n = 11, 3%) and others (n = 10, 2%). Mean age of all patients with malignant eyelid tumor at the time of diagnosis was 71.0 ± 13.0 years. For sebaceous carcinoma, the proportion of female patients was significantly higher than that of male patients (P = 0.0283) and the proportion of involvement of upper eyelid was significantly higher than that of lower eyelid (P = 0.0001). On the other hand, there was no sex predominance in basal cell carcinoma and squamous cell carcinoma. The proportion of involvement of lower eyelid was significantly higher than of upper eyelid in basal cell carcinoma (P = 0.001) and squamous cell carcinoma (P = 0.0012). There were 1433 patients with benign eyelid tumors accounting for 78% of all eyelid tumors during the study period. CONCLUSIONS: Sebaceous carcinoma is the major malignant eyelid tumor in Japan and is more frequent in women than in men. Epidemiology of malignant eyelid tumors may be affected by the trend of population age structure associated with the recent population aging.
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Adenocarcinoma Sebáceo , Carcinoma Basocelular , Carcinoma de Células Escamosas , Neoplasias Palpebrais , Neoplasias das Glândulas Sebáceas , Neoplasias Cutâneas , Adenocarcinoma Sebáceo/epidemiologia , Idoso , Idoso de 80 Anos ou mais , Carcinoma Basocelular/epidemiologia , Carcinoma Basocelular/patologia , Carcinoma de Células Escamosas/epidemiologia , Carcinoma de Células Escamosas/patologia , Neoplasias Palpebrais/epidemiologia , Feminino , Hospitais , Humanos , Japão/epidemiologia , Masculino , Pessoa de Meia-Idade , Encaminhamento e Consulta , Estudos RetrospectivosRESUMO
PURPOSE: The efficacy of infliximab (IFX) and adalimumab (ADA) for treating Behçet's syndrome (BS) and sarcoidosis has not been compared adequately. METHODS: We reviewed the medical records of patients with uveitis diagnosed at Tokyo Medical University Hospital and compared the efficacy of IFX and ADA for BS and the efficacy of ADA for sarcoidosis and BS. RESULTS: 68 patients in IFX group and 63 patients in ADA group were analyzed. In BS patients, IFX and ADA were both effective in improving uveitic macular edema (UME). ADA improved UME in BS but not in sarcoidosis patients. The efficacy of ADA in reducing doses of corticosteroids and glaucoma medications was better in sarcoidosis than in the BS group. CONCLUSION: Both IFX and ADA are efficacious in improving UME in BS patients. The reason that ADA improves UME better in BS than in sarcoidosis may be due to the difference in pathogenesis between these diseases.
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Síndrome de Behçet , Sarcoidose , Uveíte , Adalimumab/uso terapêutico , Síndrome de Behçet/complicações , Síndrome de Behçet/diagnóstico , Síndrome de Behçet/tratamento farmacológico , Humanos , Infliximab/uso terapêutico , Sarcoidose/complicações , Sarcoidose/diagnóstico , Sarcoidose/tratamento farmacológico , Resultado do Tratamento , Inibidores do Fator de Necrose Tumoral , Fator de Necrose Tumoral alfa/uso terapêutico , Uveíte/diagnóstico , Uveíte/tratamento farmacológico , Uveíte/etiologiaRESUMO
PURPOSE: We assessed the efficacy and safety of performing intraocular surgery for refractory uveitis under adalimumab (ADA) therapy. STUDY DESIGN: Single-center cohort study between 2016 and 2019. METHODS: In uveitis patients undergoing intraocular surgery under ADA treatment, we collected clinical data before surgery, and at the first visit, 6 months and last visit after surgery (follow-up 19.3 ± 8.1 months). Primary outcomes were visual acuity (VA) improvement in patients after cataract surgery, intraocular pressure (IOP) in patients after trabeculectomy and intraocular inflammation in all patients. Secondary outcomes were activated inflammation, vitreous opacity (OCV), uveitic macula edema (UME) and infection. RESULTS: Of 81 patients (161 eyes) initiated ADA therapy for uveitis, 19 patients (23 eyes) underwent intraocular surgery and were analyzed. Twelve of 18 eyes (66.6%) that underwent cataract surgery or vitrectomy with/without cataract surgery had improved VA at the last visit compared to before surgery. All 5 eyes that underwent trabeculectomy showed controlled IOP 6 months after surgery. Intraocular inflammation was resolved in 22 of 23 eyes at the first postoperative visit. Postoperative intraocular inflammation recurred in 3 eyes; 2 with UME, 1 with OCV. No eyes developed infection postoperatively. Preoperative ADA therapy duration was unrelated to relapse of intraocular inflammation. CONCLUSION: Surgery for refractory uveitis under ADA treatment is safe and achieves good visual outcome and uveitis control if inflammation exists before surgery. ADA does not increase the risk of infections. Intraoperative findings of UME at surgery requires attention for postoperative relapse.
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Extração de Catarata , Catarata , Uveíte , Adalimumab/uso terapêutico , Estudos de Coortes , Humanos , Pressão Intraocular , Complicações Pós-Operatórias , Estudos Retrospectivos , Resultado do Tratamento , Uveíte/diagnóstico , Uveíte/tratamento farmacológicoRESUMO
PURPOSE: To clarify the incidence, demography and clinical features of orbital tumors diagnosed in a single institute in Japan. STUDY DESIGN: Retrospective, observational case series. METHODS: Patients with primary orbital tumors including tumor-like lesions diagnosed clinically or histopathologically at Tokyo Medical University Hospital between 1995 and 2019 were analyzed. Incidence of all orbital tumors, demographic profile and clinical features of major benign and malignant tumors were reviewed retrospectively. RESULTS: Totally 1000 cases of primary orbital tumor were diagnosed clinically or histopathologically during the study period. Benign tumors accounted for 72% and malignant tumors 28%. 55% of benign tumors and 99% of malignant tumors were proven histopathologically. The most common benign orbital tumor was idiopathic orbital inflammation (27%), followed by IgG4-related ophthalmic disease (17%), cavernous venous malformation (13%) and pleomorphic adenoma (9%). The most common malignant tumor was lymphoma (70%), followed by adenoid cystic carcinoma (7%) and solitary fibrous tumor (5%). CONCLUSIONS: Epidemiology of orbital tumors has changed by the improvement of imaging techniques, establishment of novel clinical and histopathological criteria, and changes in population age structure associated with the aging society. Currently, lymphoproliferative diseases including lymphoma and IgG4-related ophthalmic diseases form the major orbital tumors in Japan.
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Linfoma , Transtornos Linfoproliferativos , Neoplasias Orbitárias , Pseudotumor Orbitário , Humanos , Linfoma/diagnóstico , Linfoma/epidemiologia , Neoplasias Orbitárias/diagnóstico , Neoplasias Orbitárias/epidemiologia , Estudos RetrospectivosRESUMO
PURPOSE: To describe the demographic profile, clinical and histopathologic features, and treatment of ciliary body tumors. STUDY DESIGN: Retrospective, observational case series. METHODS: Thirty-two patients (32 eyes) with ciliary body tumors diagnosed histopathologically at Tokyo Medical University Hospital between 1994 and 2017 were retrospectively reviewed. RESULTS: The patients' mean age at diagnosis was 45.4 ± 17.0 (range, 14-87) years. Ten of the patients were male, and 22, female. Twenty-four cases (75%) were benign tumors, comprising 9 melanocytomas, 7 adenomas, 4 mesectodermal leiomyomas, 2 leiomyomas, and 2 other tumors; and 8 cases (25%) were malignant tumors, comprising 6 melanomas and 2 low-grade adenocarcinomas. Local resection of the tumor was performed in 20 patients, including 3 cases of melanoma and 2 cases of adenocarcinoma. Enucleation was initially performed in 3 cases of melanoma, 1 case of melanocytoma with iris melanoma, and 2 cases of benign tumors difficult to differentiate clinically from melanoma. In the 17 patients who underwent local resection and were followed for at least 3 years, the outcome was best-corrected visual acuity better than 0.1 logMAR in 8 patients (47%), but hand motions in 2 patients (12%). CONCLUSIONS: Melanocytoma and adenoma of the ciliary epithelium were the major ciliary body tumors found in this study. Management of ciliary body tumors with accurate clinical diagnosis remains challenging because of the anatomic characteristics and clinical similarities to melanoma in the majority of the cases.
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Adenoma , Corpo Ciliar/patologia , Melanoma , Neoplasias Uveais , Adenoma/diagnóstico , Adenoma/cirurgia , Corpo Ciliar/cirurgia , Feminino , Humanos , Masculino , Melanoma/diagnóstico , Melanoma/cirurgia , Estudos Retrospectivos , Neoplasias Uveais/diagnóstico , Neoplasias Uveais/cirurgiaRESUMO
Purpose: To identify tissue metabolomic profiles in biopsy specimens with IgG4-related ophthalmic disease (IgG4-ROD) and mucosa-associated lymphoid tissue (MALT) lymphoma and investigate their potential implication in the disease pathogenesis and biomarkers. Methods: We conducted a comprehensive analysis of the metabolomes and lipidomes of biopsy-proven IgG4-ROD (n = 22) and orbital MALT lymphoma (n = 21) specimens and matched adjacent microscopically normal adipose tissues using liquid chromatography time-of-flight mass spectrometry. The altered metabolomic profiles were visualized by heat map and principal component analysis. Metabolic pathway analysis was performed by Metabo Analyst 4.0 using differentially expressed metabolites. The diagnostic performance of the metabolic markers was evaluated using receiver operating characteristic curves. Machine learning algorithms were implemented by random forest using the R environment. Finally, an independent set of 18 IgG4-ROD and 17 orbital MALT lymphoma specimens were used to validate the identified biomarkers. Results: The principal component analysis showed a significant difference of both IgG4-ROD and orbital MALT lymphoma for biopsy specimens and controls. Interestingly, lesions in IgG4-ROD were uniquely enriched in arachidonic metabolism, whereas those in orbital MALT lymphoma were enriched in tricarboxylic acid cycle metabolism. We identified spermine as the best discriminator between IgG4-ROD and orbital MALT lymphoma, and the area under the receiver operating characteristic curve of the spermine to discriminate between the two diseases was 0.89 (95% confidence interval, 0.803-0.984). A random forest model incorporating a panel of five metabolites showed a high area under the receiver operating characteristic curve value of 0.983 (95% confidence interval, 0.981-0.984). The results of validation revealed that four tissue metabolites: N1,N12-diacetylspermine, spermine, malate, and glycolate, had statistically significant differences between IgG4-ROD and orbital MALT lymphoma with receiver operating characteristic values from 0.708 to 0.863. Conclusions: These data revealed the characteristic differences in metabolomic profiles between IgG4-ROD and orbital MALT lymphoma, which may be useful for developing new diagnostic biomarkers and elucidating the pathogenic mechanisms of these common orbital lymphoproliferative disorders.
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Biomarcadores Tumorais/metabolismo , Imunoglobulina G/sangue , Linfoma de Zona Marginal Tipo Células B/metabolismo , Metaboloma/fisiologia , Doenças Orbitárias/metabolismo , Neoplasias Orbitárias/metabolismo , Paraproteinemias/metabolismo , Adulto , Idoso , Idoso de 80 Anos ou mais , Cromatografia Líquida de Alta Pressão , Feminino , Glicolatos/metabolismo , Humanos , Linfoma de Zona Marginal Tipo Células B/diagnóstico , Malatos/metabolismo , Masculino , Espectrometria de Massas , Metabolômica , Pessoa de Meia-Idade , Doenças Orbitárias/diagnóstico , Neoplasias Orbitárias/diagnóstico , Paraproteinemias/diagnóstico , Análise de Componente Principal , Curva ROC , Estudos Retrospectivos , Espermina/análogos & derivados , Espermina/metabolismoRESUMO
PURPOSE: Various immune mediators have crucial roles in the pathogenesis of intraocular diseases. Machine learning can be used to automatically select and weigh various predictors to develop models maximizing predictive power. However, these techniques have not yet been applied extensively in studies focused on intraocular diseases. We evaluated whether 5 machine learning algorithms applied to the data of immune-mediator levels in aqueous humor can predict the actual diagnoses of 17 selected intraocular diseases and identified which immune mediators drive the predictive power of a machine learning model. DESIGN: Cross-sectional study. PARTICIPANTS: Five hundred twelve eyes with diagnoses from among 17 intraocular diseases. METHODS: Aqueous humor samples were collected, and the concentrations of 28 immune mediators were determined using a cytometric bead array. Each immune mediator was ranked according to its importance using 5 machine learning algorithms. Stratified k-fold cross-validation was used in evaluation of algorithms with the dataset divided into training and test datasets. MAIN OUTCOME MEASURES: The algorithms were evaluated in terms of precision, recall, accuracy, F-score, area under the receiver operating characteristic curve, area under the precision-recall curve, and mean decrease in Gini index. RESULTS: Among the 5 machine learning models, random forest (RF) yielded the highest classification accuracy in multiclass differentiation of 17 intraocular diseases. The RF prediction models for vitreoretinal lymphoma, acute retinal necrosis, endophthalmitis, rhegmatogenous retinal detachment, and primary open-angle glaucoma achieved the highest classification accuracy, precision, and recall. Random forest recognized vitreoretinal lymphoma, acute retinal necrosis, endophthalmitis, rhegmatogenous retinal detachment, and primary open-angle glaucoma with the top 5 F-scores. The 3 highest-ranking relevant immune mediators were interleukin (IL)-10, interferon-γ-inducible protein (IP)-10, and angiogenin for prediction of vitreoretinal lymphoma; monokine induced by interferon γ, interferon γ, and IP-10 for acute retinal necrosis; and IL-6, granulocyte colony-stimulating factor, and IL-8 for endophthalmitis. CONCLUSIONS: Random forest algorithms based on 28 immune mediators in aqueous humor successfully predicted the diagnosis of vitreoretinal lymphoma, acute retinal necrosis, and endophthalmitis. Overall, the findings of the present study contribute to increased knowledge on new biomarkers that potentially can facilitate diagnosis of intraocular diseases in the future.
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Humor Aquoso/metabolismo , Diagnóstico por Computador , Oftalmopatias/diagnóstico , Mediadores da Inflamação/metabolismo , Aprendizado de Máquina , Adulto , Idoso , Idoso de 80 Anos ou mais , Área Sob a Curva , Estudos Transversais , Endoftalmite/diagnóstico , Endoftalmite/metabolismo , Oftalmopatias/metabolismo , Feminino , Citometria de Fluxo , Glaucoma de Ângulo Aberto/diagnóstico , Glaucoma de Ângulo Aberto/metabolismo , Humanos , Imunoensaio/métodos , Interleucinas/metabolismo , Linfoma Intraocular/diagnóstico , Linfoma Intraocular/metabolismo , Masculino , Pessoa de Meia-Idade , Curva ROC , Reprodutibilidade dos Testes , Descolamento Retiniano/diagnóstico , Descolamento Retiniano/metabolismo , Síndrome de Necrose Retiniana Aguda/diagnóstico , Síndrome de Necrose Retiniana Aguda/metabolismoRESUMO
Purpose: We investigated the changes in etiology of uveitis at the Uveitis Clinic of Tokyo Medical University Hospital in recent years.Methods: Medical records of patients with uveitis diagnosed between 2011 and 2017 (Group A) and between 2001 and 2007 (Group B) were reviewed.Results: 1,587 patients in group A and 1,507 patients in group B were analyzed. For noninfectious uveitis, frequencies of Vogt-Koyanagi-Harada disease, intraocular lymphoma (IOL) and iridocyclitis in young girls increased, while those of sarcoidosis and Behçet's disease decreased in the recent era. For infectious uveitis, herpetic iridocyclitis, ocular toxoplasmosis, ocular syphilis, and bacterial endophthalmitis increased, while acute retinal necrosis and ocular toxocariasis decreased. Unclassified uveitis decreased, whereas infectious uveitis and IOL increased due to the availability of new diagnostic tests.Conclusion: Etiologies of uveitis have changed over the years. Further development of novel tests and diagnostic criteria would increase definitive diagnosis for unclassified uveitis. (147/150 words).
Assuntos
Uveíte/epidemiologia , Uveíte/etiologia , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Síndrome de Behçet/complicações , Síndrome de Behçet/epidemiologia , Criança , Pré-Escolar , Endoftalmite/complicações , Endoftalmite/epidemiologia , Estudos Epidemiológicos , Feminino , Humanos , Lactente , Recém-Nascido , Linfoma Intraocular/complicações , Linfoma Intraocular/epidemiologia , Iridociclite/complicações , Iridociclite/epidemiologia , Japão/epidemiologia , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Sarcoidose/complicações , Sarcoidose/epidemiologia , Sífilis/complicações , Sífilis/epidemiologia , Toxoplasmose Ocular/complicações , Toxoplasmose Ocular/epidemiologia , Uveíte/diagnóstico , Síndrome Uveomeningoencefálica/complicações , Síndrome Uveomeningoencefálica/epidemiologiaRESUMO
The activities of various metabolic pathways can influence the pathogeneses of autoimmune diseases, and intrinsic metabolites can potentially be used to diagnose diseases. However, the metabolomic analysis of patients with uveitis has not yet been conducted. Here, we profiled the serum metabolomes of patients with three major forms of uveitis (BehÒ«et's disease (BD), sarcoidosis, and Vogt-Koyanagi-Harada disease (VKH)) to identify potential biomarkers. This study included 19 BD, 20 sarcoidosis, and 15 VKH patients alongside 16 healthy control subjects. The metabolite concentrations in their sera were quantified using liquid chromatography with time-of-flight mass spectrometry. The discriminative abilities of quantified metabolites were evaluated by four comparisons: control vs. three diseases, and each disease vs. the other two diseases (such as sarcoidosis vs. BD + VKH). Among 78 quantified metabolites, 24 kinds of metabolites showed significant differences in these comparisons. Four multiple logistic regression models were developed and validated. The area under the receiver operating characteristic (ROC) curve (AUC) in the model to discriminate disease groups from control was 0.72. The AUC of the other models to discriminate sarcoidosis, BD, and VKH from the other two diseases were 0.84, 0.83, and 0.73, respectively. This study provides potential diagnostic abilities of sarcoidosis, BD, and VKH using routinely available serum samples that can be collected with minimal invasiveness.
RESUMO
PURPOSE: To describe the clinical features of patients with immunoglobulin G4 (IgG4)-related ophthalmic disease (IgG4-ROD) grouped by unbiased cluster analysis using peripheral blood test data and to find novel biomarkers for predicting clinical features. METHODS: One hundred and seven patients diagnosed with IgG4-ROD were divided into four groups by unsupervised hierarchical cluster analysis using peripheral blood test data. The clinical features of the four groups were compared and novel markers for prediction of clinical course were explored. RESULTS: Unbiased cluster analysis divided patients into four groups. Group B had a significantly higher frequency of extraocular muscle enlargement (p < 0.001). The frequency of patients with decreased best corrected visual acuity (BCVA) was significantly higher in group D (p = 0.002). Receiver operating characteristic (ROC) curves for the prediction of extraocular muscle enlargement and worsened BCVA using a panel consisting of important blood test data identified by machine learning yielded areas under the curve of 0.78 and 0.86, respectively. Clinical features were compared between patients divided into two groups by the cutoff serum IgE or IgG4 level obtained from ROC curves. Patients with serum IgE above 425 IU/mL had a higher frequency of extraocular muscle enlargement (25% versus 6%, p = 0.004). Patients with serum IgG4 above 712 mg/dL had a higher frequency of decreased BCVA (37% versus 5%, p ≤ 0.001). CONCLUSION: Unsupervised hierarchical clustering analysis using routine blood test data differentiates four distinct clinical phenotypes of IgG4-ROD, which suggest differences in pathophysiologic mechanisms. High serum IgG4 is a potential predictor of worsened BCVA, and high serum IgE is a potential predictor of extraocular muscle enlargement in IgG4-ROD patients.