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1.
Ocul Surf ; 32: 198-210, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38499288

RESUMEN

PURPOSE: Aging is a well-established risk factor for meibomian gland dysfunction (MGD). We previously reported an accelerated cellular senescence phenomenon in the lacrimal glands of a murine model of chronic graft-versus-host disease (cGVHD). Herein, we aimed to elucidate the relationship between cellular senescence and MGD in cGVHD mice, utilizing the senolytic agent ABT-263. METHODS: A cGVHD mouse model was established through allogeneic bone marrow transplantation (BMT) from B10.D2 to BALB/c mice. Subsequently, cGVHD mice were treated with either ABT-263 or vehicle. The eyelids of recipients were analyzed at 4-week intervals post-BMT in both groups. RESULTS: Meibomian gland (MG) area was significantly smaller in cGVHD mice than in syngeneic control mice. ABT-263-treated mice retained a significantly larger MG area than their vehicle-treated counterparts. Pathological and immunohistochemical examinations revealed significant reductions in eyelid tissue inflammation and pathological fibrosis in the ABT-263 group compared to that in the vehicle-treated group. Additionally, expression of DNA damage markers, senescent cell markers, and senescence-associated secretory phenotype (SASP) factors was elevated in the eyelids of cGVHD mice compared with that in syngeneic mice. The expression of these cellular senescence-associated molecules was considerably suppressed in ABT-263-treated eyelids compared to that in vehicle-treated ones. CONCLUSIONS: Cellular senescence, along with expression of SASP factors, exhibited increased activity in the eyelids, particularly in the MGs of cGVHD mice. ABT-263 mitigated the severity of MGD. These findings highlight the potential of targeting cellular senescence as an effective approach for MGD treatment in cGVHD.


Asunto(s)
Senescencia Celular , Modelos Animales de Enfermedad , Enfermedad Injerto contra Huésped , Disfunción de la Glándula de Meibomio , Glándulas Tarsales , Ratones Endogámicos BALB C , Animales , Enfermedad Injerto contra Huésped/patología , Ratones , Senescencia Celular/fisiología , Disfunción de la Glándula de Meibomio/metabolismo , Glándulas Tarsales/patología , Glándulas Tarsales/metabolismo , Enfermedad Crónica , Trasplante de Médula Ósea/métodos , Sulfonamidas/farmacología , Compuestos de Anilina/farmacología , Femenino , Masculino , Inmunohistoquímica , Síndrome de Bronquiolitis Obliterante
2.
Sci Rep ; 13(1): 22046, 2023 12 12.
Artículo en Inglés | MEDLINE | ID: mdl-38086904

RESUMEN

In ophthalmology, the availability of many fundus photographs and optical coherence tomography images has spurred consideration of using artificial intelligence (AI) for diagnosing retinal and optic nerve disorders. However, AI application for diagnosing anterior segment eye conditions remains unfeasible due to limited standardized images and analysis models. We addressed this limitation by augmenting the quantity of standardized optical images using a video-recordable slit-lamp device. We then investigated whether our proposed machine learning (ML) AI algorithm could accurately diagnose cataracts from videos recorded with this device. We collected 206,574 cataract frames from 1812 cataract eye videos. Ophthalmologists graded the nuclear cataracts (NUCs) using the cataract grading scale of the World Health Organization. These gradings were used to train and validate an ML algorithm. A validation dataset was used to compare the NUC diagnosis and grading of AI and ophthalmologists. The results of individual cataract gradings were: NUC 0: area under the curve (AUC) = 0.967; NUC 1: AUC = 0.928; NUC 2: AUC = 0.923; and NUC 3: AUC = 0.949. Our ML-based cataract diagnostic model achieved performance comparable to a conventional device, presenting a promising and accurate auto diagnostic AI tool.


Asunto(s)
Catarata , Enfermedades del Nervio Óptico , Humanos , Inteligencia Artificial , Catarata/diagnóstico , Algoritmos , Enfermedades del Nervio Óptico/diagnóstico
3.
Sci Rep ; 13(1): 5822, 2023 04 10.
Artículo en Inglés | MEDLINE | ID: mdl-37037877

RESUMEN

The use of artificial intelligence (AI) in the diagnosis of dry eye disease (DED) remains limited due to the lack of standardized image formats and analysis models. To overcome these issues, we used the Smart Eye Camera (SEC), a video-recordable slit-lamp device, and collected videos of the anterior segment of the eye. This study aimed to evaluate the accuracy of the AI algorithm in estimating the tear film breakup time and apply this model for the diagnosis of DED according to the Asia Dry Eye Society (ADES) DED diagnostic criteria. Using the retrospectively corrected DED videos of 158 eyes from 79 patients, 22,172 frames were annotated by the DED specialist to label whether or not the frame had breakup. The AI algorithm was developed using the training dataset and machine learning. The DED criteria of the ADES was used to determine the diagnostic performance. The accuracy of tear film breakup time estimation was 0.789 (95% confidence interval (CI) 0.769-0.809), and the area under the receiver operating characteristic curve of this AI model was 0.877 (95% CI 0.861-0.893). The sensitivity and specificity of this AI model for the diagnosis of DED was 0.778 (95% CI 0.572-0.912) and 0.857 (95% CI 0.564-0.866), respectively. We successfully developed a novel AI-based diagnostic model for DED. Our diagnostic model has the potential to enable ophthalmology examination outside hospitals and clinics.


Asunto(s)
Inteligencia Artificial , Síndromes de Ojo Seco , Humanos , Estudios Retrospectivos , Lágrimas , Sensibilidad y Especificidad , Síndromes de Ojo Seco/diagnóstico
4.
Ocul Surf ; 26: 328-341, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-34715372

RESUMEN

PURPOSE: To investigate pathological changes in blood vessels and meibomian glands (MGs) in the eyelids of sclerodermatous chronic graft-versus-host disease (cGVHD) model mice. METHODS: We used an established major histocompatibility complex compatible, multiple minor histocompatibility antigen-mismatched sclerodermatous cGVHD mouse model. Blood vessels and MGs of eyelids from allogeneic bone marrow transplantation (allo-BMT) recipient mice and syngeneic bone marrow transplantation (syn-BMT) recipient mice were assessed by histopathology, immunohistochemistry and transmission electron microscopy. Peripheral blood samples from the recipients were examined by flow cytometry. RESULTS: Allo-BMT samples showed dilating, tortuous and branching vessels and shrunk MGs in the eyelids; showed significantly higher expression of VEGFR2 (p = 0.029), CD133 (p = 0.016), GFP (p = 0.006), and α-SMA (p = 0.029) in the peripheral MG area; showed endothelial damage and activation, fibrotic change, and immune cell infiltration into MGs compared with syn-BMT samples. Fewer Ki-67+ cells were observed in allo- and syn-BMT samples than in wild-type samples (p = 0.030). Ultrastructural changes including endothelial injury and activation, fibroblast activation, granulocyte degranulation, immune cell infiltration into MGs, and necrosis, apoptosis of MG basal cells were found in allo-BMT samples compared with syn-BMT samples. CONCLUSION: A series of our studies indicated that cGVHD can cause eyelid vessel and MGs changes, including endothelial injury and activation, neovascularization, early fibrotic changes, immune cell infiltration, MG basal cell necrosis and apoptosis, and resultant MG atrophy.


Asunto(s)
Enfermedad Injerto contra Huésped , Ratones , Animales , Trasplante Homólogo , Glándulas Tarsales , Trasplante de Médula Ósea , Modelos Animales de Enfermedad , Necrosis
6.
Diagnostics (Basel) ; 11(8)2021 Aug 23.
Artículo en Inglés | MEDLINE | ID: mdl-34441450

RESUMEN

Graft-versus-host disease (GVHD) is a major complication after hematopoietic stem cell transplantation (HSCT), and ocular GVHD can cause severe dry eye disease that can lead to visual impairment. Epithelial damage, vascular invasion, corneal fibrosis, and corneal perforation may occur in severe cases. It is generally accepted that inflammatory cells such as dendritic cells and T cells contribute to this pathological condition. However, it is still unknown what pathological condition occurs on the ocular surface after HSCT, and when. We therefore observed the dynamics of inflammatory cells in the cornea of chronic GVHD (cGVHD) model mice from 1 to 4 weeks after bone marrow transplantation (BMT) by in vivo confocal microscopy (IVCM) and considered the relationship with the pathophysiology of ocular GVHD (tear volume, corneal epithelial damage). In the allogeneic group, neovascularization occurred in all eyes at 1 week after BMT, although almost all vessels disappeared at 2 weeks after BMT. In addition, we revealed that infiltration of globular cells, and tortuosity and branching of nerves in the cornea occurred in both cGVHD mice and human cGVHD patients. Thus, we consider that cGVHD mouse model study by IVCM reproduces the state of ocular GVHD and may contribute to elucidating the pathological mechanism for ocular GVHD.

7.
Int J Mol Sci ; 22(9)2021 May 05.
Artículo en Inglés | MEDLINE | ID: mdl-34063118

RESUMEN

Mesenchymal stem cells (MSCs) have been widely used in therapeutic applications for many decades. However, more and more evidence suggests that factors such as the site of origin and pre-implantation treatment have a crucial impact on the result. This study investigates the role of freshly isolated MSCs in the lacrimal gland after allogeneic transplantation. For this purpose, MSCs from transgenic GFP mice were isolated and transplanted into allogeneic and syngeneic recipients. While the syngeneic MSCs maintained a spherical shape, allogeneic MSCs engrafted into the tissue as spindle-shaped cells in the interstitial stroma. Furthermore, the MSCs produced collagen type I in more than 85% to 95% of the detected GFP+ MSCs in the recipients of both models, supposedly contributing to pathogenic fibrosis in allogeneic recipients compared to syngeneic models. These findings indicate that allogeneic MSCs act completely differently from syngeneic MSCs, highlighting the importance of understanding the exact mechanisms behind MSCs.


Asunto(s)
Trasplante de Médula Ósea , Colágeno Tipo I/biosíntesis , Células Madre Mesenquimatosas/metabolismo , Animales , Aparato Lagrimal/citología , Células Madre Mesenquimatosas/citología , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , Ratones Transgénicos , Fenotipo , Trasplante Homólogo , Trasplante Isogénico
8.
Transl Vis Sci Technol ; 10(4): 28, 2021 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-34004005

RESUMEN

Purpose: This study aimed to demonstrate the efficacy of a "Smart Eye Camera (SEC)" in comparison with the efficacy of the conventional slit-lamp microscope by evaluating their diagnostic functionality for dry eye disease (DED) in clinical cases. Methods: This retrospective study included 106 eyes from 53 adult Japanese patients who visited the Ophthalmology outpatient clinics in Keio University Hospital from June 2019 to March 2020. Tear film breakup time (TFBUT) and corneal fluorescence score (CFS) measurements for the diagnosis of DED were compared between the conventional slit-lamp microscope and SEC. Results: The objective findings of DED showed that there was a strong correlation between the conventional slit-lamp microscope and SEC with respect to TFBUT and CFS results (Spearman's r = 0.887, 95% confidence interval [CI] = 0.838-0.922, and r = 0.920, 95% CI = 0.884-0.945, respectively). The interobserver reliability between the conventional slit-lamp microscope and SEC showed a moderate agreement (weighted Kappa κ = 0.527, 95% CI = 0.517-0.537 and κ = 0.550, 95% CI = 0.539-0.561 for TFBUT and CFS, respectively). The diagnostic performance of the SEC for Asia Dry Eye Society diagnostic criteria showed a sensitivity of 0.957 (95% CI = 0.841-0.992), specificity of 0.900 (95% CI = 0.811-0.927), positive predictive value of 0.880 (95% CI = 0.774-0.912), and negative predictive value of 0.964 (95% CI = 0.869-0.993). Moreover, the area under the receiver operating characteristic curve was 0.928 (95% CI = 0.849-1.000). Conclusions: Compared with the conventional slit-lamp microscope, SEC has sufficient validity and reliability for diagnosing DED in the clinical setting. Translational Relevance: The SEC can portably evaluate TFBUT in both basic research and clinical care.


Asunto(s)
Oftalmología , Adulto , Asia , Humanos , Reproducibilidad de los Resultados , Sujetos de Investigación , Estudios Retrospectivos , Lágrimas
9.
Diagnostics (Basel) ; 11(3)2021 Mar 17.
Artículo en Inglés | MEDLINE | ID: mdl-33802736

RESUMEN

BACKGROUND: The incidence of allergic conjunctival diseases (ACDs) is gradually increasing worldwide. Both ophthalmologists and non-ophthalmologists prescribe eye drops to treat ACDs; however, there are many cases which are treated without sufficient examination and diagnosis of the eyes. We have invented a portable, recordable, and smartphone-attachable slit-lamp device-Smart Eye Camera (SEC). The purpose of this study was to compare the diagnostic abilities of ACDs between the SEC and the conventional, non-portable slit-lamp microscope. METHODS: This prospective observational study included 32 eyes of 17 Japanese patients (mean age: 21.5 ± 14.8 years; range: 11-51 years; female: 5). The severity of 10 objective signs in the palpebral conjunctiva, bulbar conjunctiva, limbus, and cornea were scored on a grading scale of 0 to 4 (0 = normal; 1+ = mild; 2+ = moderate; 3+ = severe), respectively. First, the conventional slit-lamp microscope was used to examine the grade of the ACDs. Second, another ophthalmologist filmed the eyes using the SEC and two other ophthalmologists evaluated the grades on another day. The correlation and inter-rater reproducibility in total scores among the two devices were determined. RESULTS: Total scores of clinical signs, evaluated by the two approaches, correlated significantly (both eyes: r = 0.918 (95% CI: 0.839 to 0.959; p < 0.001)), with substantial inter-rater agreement (weighted κ value = 0.631 (95% CI: 0.601 to 0.661; p < 0.001)). CONCLUSIONS: The SEC is as reliable as the conventional non-portable slit-lamp microscope for assessing ACDs.

10.
Int J Mol Sci ; 22(7)2021 Apr 03.
Artículo en Inglés | MEDLINE | ID: mdl-33916809

RESUMEN

Chronic graft-versus-host disease (cGVHD) is one of the most frequent complications experienced after allogeneic hematopoietic stem cell transplantation. Reportedly, dysbiosis and severe damage to the microbiome are also closely associated with GVHD. Herein, we aimed to elucidate the positive and negative effects of the administration of various antibiotics in a murine model of cGVHD. For allogeneic bone marrow transplantation (allo-BMT), bone marrow from B10.D2 mice were transplanted in BALB/c mice to induce cGVHD. The cGVHD mice were orally administered ampicillin, gentamicin (GM), fradiomycin, vancomycin, or the solvent vehicle (control group). Among the antibiotic-treated mice, the systemic cGVHD phenotypes and ocular cGVHD manifestations were suppressed significantly in GM-treated mice compared to that in control mice. Inflammatory cell infiltration and fibrosis in cGVHD-targeted organs were significantly attenuated in GM-treated mice. Although regulatory T cells were retained at greater levels in GM-treated mice, there were significantly fewer Th17 cells and interleukin (IL)-6-producing macrophages in cGVHD-targeted organs in these mice. Collectively, our results revealed that orally administered GM may exert positive effects in a cGVHD mouse model.


Asunto(s)
Antibacterianos/farmacología , Trasplante de Médula Ósea , Enfermedad Injerto contra Huésped/tratamiento farmacológico , Administración Oral , Aloinjertos , Animales , Enfermedad Crónica , Femenino , Enfermedad Injerto contra Huésped/inmunología , Enfermedad Injerto contra Huésped/patología , Interleucina-6/inmunología , Macrófagos/inmunología , Macrófagos/patología , Ratones , Ratones Endogámicos BALB C , Linfocitos T Reguladores/inmunología , Linfocitos T Reguladores/patología , Células Th17/inmunología , Células Th17/patología
11.
Sensors (Basel) ; 21(4)2021 Feb 19.
Artículo en Inglés | MEDLINE | ID: mdl-33669487

RESUMEN

This study assessed the anterior chamber depth (ACD) and iridocorneal angle using a portable smart eye camera (SEC) compared to the conventional slit-lamp microscope and anterior-segment optical coherence tomography (AS-OCT). This retrospective case-control study included 170 eyes from 85 Japanese patients. The correlation between the ACD evaluations conducted with the SEC and conventional slit-lamp was high (r = 0.814). The correlation between the Van-Herick Plus grade obtained using two devices was also high (r = 0.919). A high kappa value was observed for the Van-Herick Plus grading (Kappa = 0.757). A moderate correlation was observed between the ACD measured using AS-OCT and the slit-lamp image acquired with the conventional slit-lamp microscope and SEC (r = 0.609 and 0.641). A strong correlation was observed between the trabecular-iris angle (TIA) measured using AS-OCT and Van-Herick Plus grade obtained with the conventional slit-lamp microscope and SEC (r = 0.702 and 0.764). Strong correlations of ACD evaluation and high kappa value of the Van-Herick Plus grading indicated the adequate subjective assessment function of the SEC. Moderate correlations between the ACD objective measurement and evaluation and strong correlation between the TIA and Van-Herick Plus grade suggested the good objective assessment function of the SEC. The SEC demonstrated adequate performance for ACD evaluation and angle estimation.


Asunto(s)
Cámara Anterior , Microscopía , Cámara Anterior/diagnóstico por imagen , Estudios de Casos y Controles , Femenino , Humanos , Iris , Masculino , Estudios Retrospectivos , Tomografía de Coherencia Óptica
12.
FASEB J ; 34(8): 10778-10800, 2020 08.
Artículo en Inglés | MEDLINE | ID: mdl-32619061

RESUMEN

Chronic graft-vs-host disease (cGVHD) is a multifactorial inflammatory disease that affects patients undergoing hematopoietic stem cell transplantation. Multiple organs, including the lacrimal glands (LGs), are negatively affected by cGVHD and lose function due to the resultant fibrosis. An abnormal immune response is thought to be a major factor in the development of chronic ocular GVHD, which is currently treated primarily with immunosuppressive therapies. However, all the treatments yield unsatisfactory outcomes, and additional treatment strategies are needed. To meet this unmet medical need, we aimed to elucidate an additional pathway of chronic ocular GVHD. Our findings suggest a potential association between chronic ocular GVHD pathogenesis and stress-induced cellular senescence through the senescence-associated secretory phenotype (SASP). Senescent cells produce cytokines and chemokines, such as IL-6 and CXCL9. Indeed, senescent cell accumulation was presumably associated with cGVHD development in LGs, as evidenced by the improvement in LGs after the selective elimination of senescent cells (senolysis) with ABT-263. Results in the sclerodermatous cGVHD mouse model suggest that inhibiting the major components of the SASP, including IL-6 and CXCL9, with senolytics is a potential novel strategy for treating cGVHD-affected LGs. Taken together, our results indicate a potential association between the SASP and cGVHD development in LGs and suggest that targeted senolytic treatment may be a new therapeutic option for this disease.


Asunto(s)
Senescencia Celular/fisiología , Ojo/patología , Enfermedad Injerto contra Huésped/patología , Animales , Quimiocina CXCL9/metabolismo , Enfermedad Crónica , Citocinas/metabolismo , Modelos Animales de Enfermedad , Ojo/metabolismo , Femenino , Fibrosis/metabolismo , Fibrosis/patología , Enfermedad Injerto contra Huésped/metabolismo , Trasplante de Células Madre Hematopoyéticas/efectos adversos , Humanos , Interleucina-6/metabolismo , Masculino , Ratones , Ratones Endogámicos BALB C
13.
Medicine (Baltimore) ; 96(16): e6459, 2017 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-28422835

RESUMEN

Intravitreal ranibizumab (IVR) has been approved for treating diabetic macular edema (DME), and is used in daily clinical practice. However, the treatment efficacies of IVR monotherapy in real-world clinical settings are not well known.The medical records of 56 eyes from 38 patients who received their first IVR for DME between April 2014 and March 2015, and were retreated with IVR monotherapy as needed with no rescue treatment, such as laser photocoagulation, were retrospectively reviewed. The clinical course, best-corrected visual acuity (BCVA), and fundus findings at baseline, before the initial IVR injection, and at 12 months, were evaluated.Twenty-five eyes from 25 patients (16 men; mean age 68.7 ±â€Š9.8 years) who received IVR in the first eye, or unilaterally, without any other treatments during follow-up were included. After 12 months, mean central retinal thickness (CRT), which includes edema, was reduced (P = .003), although mean BCVA remained unchanged. There was a negative correlation between individual changes in BCVA (r = -0.57; P = .003) and CRT (r = -0.60; P = .002) at 12 months compared with baseline values. BCVA changes were greater in individuals with a history of pan-retinal photocoagulation at baseline (P = .026). After adjusting for age and sex, CRT improvement >100 µm at 12 months was associated with a greater CRT at baseline (OR 0.87 per 10 µm [95% CI 0.72-0.97]; P = .018) according to logistic regression analyses; however, better BCVA and CRT at 12 months were associated with a better BCVA (r = 0.77; P < .001) and lower CRT (r = 0.41; P = .039) at baseline, respectively, according to linear regression analyses.IVR monotherapy suppressed DME, and the effects varied according to baseline conditions. Eyes that had poorer BCVA or greater CRT, or a history of pan-retinal photocoagulation at baseline, demonstrated greater improvement with IVR monotherapy. In contrast, to achieve better outcome values, DME eyes should be treated before the BCVA and CRT deteriorate. These findings advance our understanding of the optimal use of IVR for DME in daily clinical practice, although further study is warranted.


Asunto(s)
Inhibidores de la Angiogénesis/administración & dosificación , Retinopatía Diabética/tratamiento farmacológico , Edema Macular/tratamiento farmacológico , Ranibizumab/administración & dosificación , Anciano , Anciano de 80 o más Años , Angiografía , Retinopatía Diabética/diagnóstico , Femenino , Estudios de Seguimiento , Humanos , Inyecciones Intravítreas , Modelos Lineales , Edema Macular/diagnóstico , Masculino , Persona de Mediana Edad , Pronóstico , Retina/diagnóstico por imagen , Retina/efectos de los fármacos , Estudios Retrospectivos , Tomografía de Coherencia Óptica , Resultado del Tratamiento
14.
Science ; 295(5555): 626-7, 2002 Jan 25.
Artículo en Inglés | MEDLINE | ID: mdl-11811198
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