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PURPOSE: To determine whether there is a significant association between inflammatory cytokines in the tear fluid and the severity of Retinopathy of Prematurity (ROP). STUDY DESIGN: Retrospective cohort study. METHODS: The cytokine levels in tear fluids were determined in 34 eyes with ROP and 18 eyes without ROP. There were 15 eyes with severe ROP requiring treatment and 19 eyes with mild ROP not requiring treatment. For severe ROP eyes, tear fluids were collected before treatment. RESULTS: Significantly higher levels of CCL2 and vascular endothelial growth factor (VEGF) were detected in eyes with severe ROP compared to eyes with mild ROP and no ROP. When assessed for cytokine levels that discriminate each disease group, CCL2 showed a significant odds ratio of 1.76 for severity change (/quintile, P = 0.032, after adjusting for birth weight). Correlation analysis showed that birth weight correlated with IL-1α levels, and decreased weight gain increased IFN-γ levels. We next determined tear fluid cytokines which discriminate severe ROP using receiver operating characteristics' analysis. We found that combination of higher CCL2 levels, higher VEGF levels, and lower IFN-γ levels in the tear fluid had a stronger predictive value for severe ROP (area under curve, 0.85). CONCLUSION: The levels of CCL2, VEGF, and IFN-γ in tear fluid may serve as useful biomarkers for assessing the severity of ROP.
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BACKGROUND: Atopic conditions are known to be associated with viral and bacterial infections. The purpose of this study was to determine the relationship between the effects of atopic conditions on the severity and recurrence of ocular infections including herpes simplex virus (HSV). METHODS: This study was performed on 474 consecutive patients with infectious keratitis caused by bacteria, fungus, acanthamoeba, HSV, or varicella-zoster virus. The relationships between the atopic condition and specific infectious pathogens and HSV were determined using real-time PCR. RESULTS: Our findings showed that atopic dermatitis (AD) was significantly associated with the incidence of HSV keratitis (odds ratio (OR), 10.2; P = 0.000). Other associations with AD were observed only with bacteria in an adverse manner. HSV proliferation in the lesions of patients with HSV keratitis whose AD was associated with non-infectious atopic blepharitis were significantly greater by 145-folds (P = 0.000). The presence of asthma or allergic rhinitis also increased the HSV DNA copy numbers. A recurrence of HSV keratitis was observed in 70 patients (43.2 %), and mean time to recurrence was 1647 days. Cox proportional hazard model indicated that the epithelial type of HSV recurrence but not the stromal type was associated with atopic conditions especially with AD. The factors significantly associated with a recurrence was AD associated with non-infectious atopic blepharitis (HR: 6.11, P = 0.000) and asthma (HR: 3.03, P = 0.025). CONCLUSIONS: Atopic conditions, especially AD with atopic blepharitis, are significantly associated with the development, increased proliferation, and shorter time to a recurrence on HSV keratitis.
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Recurrencia , Humanos , Femenino , Masculino , Adulto , Persona de Mediana Edad , Adolescente , Anciano , Dermatitis Atópica/epidemiología , Queratitis/microbiología , Queratitis/epidemiología , Adulto Joven , Queratitis Herpética , Niño , Simplexvirus , Incidencia , Preescolar , Anciano de 80 o más AñosRESUMEN
PURPOSE: To estimate the roles of extracellular vesicles (EVs) in tears and to determine whether their profiles are associated with the type of ocular disease. STUDY DESIGN: Cross-sectional study. METHODS: Tear EVs were extracted from 14 healthy participants and from 21 patients with retinal diseases (age-related macular degeneration [AMD] or diabetic macular edema [DME]). The surface marker expression of tear EVs was examined, and microRNAs (miRNAs) were extracted and profiled by use of real-time PCR array. The stability of the expression of the miRNAs was determined, and their functions were assessed by network analyses. Classification accuracy was evaluated by use of a random forest classifier and k-fold cross-validation. RESULTS: The miRNAs that were highly expressed in tear EVs were miR-323-3p, miR-548a-3p, and miR-516a-5p. The most stably expressed miRNAs independent of diseases were miR-520h and miR-146b-3p. The primary networks of the highly stably expressed endogenous miRNAs were annotated as regulation of organismal injury and abnormalities. The highly expressed miRNAs for severe retinal disease were miR-151-5p for AMD and miR-422a for DME, suggesting potential roles of tear EVs in liquid biopsy. Nine miRNAs (miR-25, miR-30d, miR-125b, miR-132, miR-150, miR-184, miR-342-3p, miR-378, and miR-518b) were identified as distinguishing individuals with AMD from healthy individuals with a classification accuracy of 91.9%. CONCLUSIONS: The finding that tear EVs contain characteristic miRNA species indicates that they may help in maintaining homeostasis and serve as a potential tool for disease diagnosis.
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Retinopatía Diabética , Vesículas Extracelulares , Edema Macular , MicroARNs , Humanos , MicroARNs/genética , MicroARNs/metabolismo , Proyectos Piloto , Retinopatía Diabética/diagnóstico , Retinopatía Diabética/genética , Retinopatía Diabética/metabolismo , Estudios Transversales , Vesículas Extracelulares/genética , Vesículas Extracelulares/metabolismoRESUMEN
BACKGROUND: The usefulness of transbronchially inserted gold fiducial markers has been reported in radiation therapy and proton therapy for mobile lesions, such as lung tumors. However, there is occasional dropout of inserted markers. This retrospective study investigated the factors related to dropout of markers inserted for image-guided proton therapy (IGPT). METHODS: Between June 2013 and October 2021, 535 markers were inserted in 171 patients with lung tumors. We investigated whether marker dropout was affected by the location of marker insertion, distance between the marker and the chest wall (DMC), and difference in forced expiratory volume in 1 s (FEV1)/forced vital capacity (FVC). Marker dropout from the time of planning computed tomography (CT) to follow-up CT was also evaluated. RESULTS: Of the 535 inserted markers, 417 were confirmed on planning CT and 356 on follow-up CT after IGPT. Multivariate analysis revealed that marker insertion into the upper lobe and FEV1/FVC ≥70% were factors associated with total marker dropout. Marker dropout between planning CT and follow-up CT was associated with DMC, FEV1/FVC ≥70%, and planning CT performed within 4 days of marker insertion. CONCLUSIONS: Marker dropout can be minimized by inserting markers more peripherally, by considering the planned insertion location, and FEV1/FVC. Additionally, planning CT should be scheduled at least 5 days after marker insertion.
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Neoplasias Pulmonares , Terapia de Protones , Humanos , Marcadores Fiduciales , Estudios Retrospectivos , Protones , Neoplasias Pulmonares/diagnóstico por imagen , Neoplasias Pulmonares/radioterapia , Neoplasias Pulmonares/patologíaRESUMEN
PURPOSE: To determine the effect of the formulation of topical medications on the healing of corneal epithelial cells after phototherapeutic keratectomy (PTK). STUDY DESIGN: Retrospective cohort study. METHODS: We studied 271 eyes of 189 consecutive patients (aged 67.6 ± 11.8 years) who had undergone PTK for granular corneal dystrophy (n = 140), band keratopathy (n = 47), or lattice corneal dystrophy (n = 2). Postoperatively, generic or brand-named levofloxacin, 0.1% betamethasone, or 0.1% bromfenac sodium hydrate was applied topically. Patients were examined on postoperative days 1, 2, and 5 and weekly thereafter. The time to re-epithelialization was assessed by use of Kaplan-Meier and Cox proportional hazards analyses. RESULTS: The time to re-epithelialization was significantly longer with generic 0.5% levofloxacin, at 8.2 ± 3.5 days, than with 0.5% Cravit (levofloxacin), at 6.7 ± 3.5 days (P = 0.018), or with 1.5% Cravit, at 6.3 ± 2.6 days (P = 0.000). In addition, the time to re-epithelialization was significantly longer with generic 0.1% betamethasone (Sanbetason), at 7.3 ± 3.4 days, than with brand-name 0.1% betamethasone (Rinderon), at 6.1 ± 2.5 days (P = 0.0002). The Cox proportional hazards model indicated that the use of generic formulations for levofloxacin eye drops and 0.1% betamethasone was a significant factor that delayed corneal re-epithelialization (hazard ratio [HR] = 0.72, P = 0.002 and HR = 0.77, P = 0.006, after adjustment for age). Re-epithelialization was significantly shorter in band keratopathy than in corneal dystrophy (HR = 1.56, P = 0.004). No other factors, including age, bandage contact lens, and diabetes mellitus, were significantly associated with time to re-epithelialization. CONCLUSION: Corneal epithelial healing can be significantly affected by different antibacterial or steroid eye drops. Clinicians need to be aware that a generic formulation may affect corneal epithelial healing.
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Distrofias Hereditarias de la Córnea , Queratectomía Fotorrefractiva , Humanos , Estudios Retrospectivos , Composición de Medicamentos , Levofloxacino , Láseres de Excímeros/uso terapéutico , Distrofias Hereditarias de la Córnea/cirugía , Soluciones OftálmicasRESUMEN
BACKGROUND: We previously reported in an uncontrolled study that tiotropium alleviated chronic cough in asthma refractory to inhaled corticosteroids and long-acting ß2 agonists (ICS/LABA) by modulating capsaicin cough reflex sensitivity (C-CRS). OBJECTIVE: We sought to determine the antitussive effects of tiotropium for refractory cough in asthma in a randomized, parallel, open-label trial. METHODS: A total of 58 patients with asthma having chronic cough refractory to ICS/LABA were randomized in a 2:1 ratio to add tiotropium 5 µg (39 patients) or theophylline 400 mg (19 patients) for 4 weeks. Patients underwent workups, including capsaicin cough challenge test and subjective measures such as cough severity visual analog scales (VAS). We adopted C5, the lowest capsaicin concentration to induce at least 5 coughs, as an index of C-CRS. We also performed a posthoc analysis to identify factors predicting tiotropium responders, who found an improvement of at least 15 mm in cough severity VAS. RESULTS: A total of 52 patients (tiotropium, 38; theophylline, 14) completed the study. Both tiotropium and theophylline significantly improved cough severity VAS and cough-specific quality of life. Tiotropium, but not theophylline, significantly increased C5, whereas pulmonary function did not change in either group. In addition, changes in cough severity VAS correlated with changes in C5 values in the tiotropium group. A posthoc analysis revealed that heightened C-CRS (C5 ≤1.22 µM) before the addition of tiotropium was an independent predictor for tiotropium responders. CONCLUSION: Tiotropium may alleviate chronic cough in asthma refractory to ICS/LABA by modulating C-CRS. Heightened C-CRS may predict responsiveness to tiotropium for refractory cough in asthma. TRIAL REGISTRATION: Clinical Trials Registry ID: UMIN000021064 (https://center6.umin.ac.jp/cgi-open-bin/ctr/ctr_view.cgi?recptno=R000024253).
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Asma , Tos , Humanos , Bromuro de Tiotropio/uso terapéutico , Tos/tratamiento farmacológico , Calidad de Vida , Capsaicina/uso terapéutico , Agonistas de Receptores Adrenérgicos beta 2/uso terapéutico , Administración por Inhalación , Asma/tratamiento farmacológico , Corticoesteroides/uso terapéutico , Teofilina , Reflejo , Quimioterapia CombinadaRESUMEN
The purpose of this study was to identify the inflammatory cytokines that were associated with pachychoroid neovasculopathy (PNV). Seventy-five eyes of 75 patients with PNV, 145 eyes of 145 patients with neovascular age-related macular degeneration without pachyvessels, and 150 eyes of 150 normal subjects were examined for the levels of intraocular cytokines. In eyes with PNV, the levels of IL-1α, IL-1ß, IL-2, IL-4, IL-10, and VEGF were significantly higher than that of the controls. Logistic regression analysis showed that the highest association with the pachyvessels was found for IL-4, IL-2, and IL-1α. In eyes with PNV, the levels of IL-4, IL-2, IL-5, IL-13, IL-1α, and IL-1ß were significantly higher in eyes with both increased choroidal thickness and choroidal vessel diameter. The strongest correlation with the choroidal thickness and vessel diameter was observed for IL-4. In PNV eyes with polypoidal lesions, the levels of IL-4, IL-17, and TNFß were significantly correlated with the number of polypoidal lesions. Of these cytokines, IL-4 was especially associated with the thickness of the choroidal vessels and the formation of polypoidal lesions. We conclude that IL-4 is most likely involved in establishing the clinical characteristics of PNV and polypoidal vascular remodeling.
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Neovascularización Coroidal , Interleucina-4 , Humanos , Coroides/irrigación sanguínea , Neovascularización Coroidal/patología , Citocinas , Angiografía con Fluoresceína , Interleucina-2 , Estudios Retrospectivos , Tomografía de Coherencia ÓpticaRESUMEN
Rhabdophis tigrinus (R. tigrinus) is a common colubrid snake that possesses a series of paired sac-like nuchal glands behind the head. When pressure is applied to the nuchal area, the thin skin over the nuchal glands can rupture and release secretions. In Japan, 19 cases of ophthalmia caused by the nuchal gland secretion of R. tigrinus have been reported. However, only one case has been documented in an English report. A 72-year old woman was sprayed by the nuchal gland fluid of R. tigrinus in her right eye. She presented with symptoms of eye pain and blurred vision. A slit-lamp examination revealed diffuse superficial keratitis, corneal stromal edema with Descemet membrane folds, and conjunctival injection. The best-corrected visual acuity (BCVA) of her right eye was 0.6. She was prescribed 0.5% moxifloxacin and 0.1% fluorometholone eye drops four times a day, and the symptoms resolved without sequelae within 5 days. The BCVA in the right eye improved to 1.0. In previous reports, ophthalmic examinations revealed conjunctivitis, keratitis, and corneal edema with Descemet membrane folds. Topical antibiotics and corticosteroid were prescribed in most cases, and eyes healed within 5-7 days without any sequelae. While corneal edema may resolve spontaneously in a few days when inhibition of the toxin has ceased, the use of topical steroids is recommended, as it can increase the activity of Na/K pumps that remained functional, thereby accelerating recovery. In fact, our patient used a topical steroid and recovered without sequelae.
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PURPOSE: To gain new insights into the etiology of blepharitis, we investigated the causative bacteria in patients with blepharitis and the effects of 1% azithromycin ophthalmic solution. STUDY DESIGN: A multicenter, prospective observational study. METHODS: After the subjects were diagnosed as having blepharitis they were administered 1% azithromycin ophthalmic solution for up to 14 days. Bacterial cultures and smear microscopic examinations of the eyelid margin were conducted at the initial visit, after administering eye drops, and 1 month after the end of eye drop administration. The minimum inhibitory concentrations (MICs) of azithromycin were measured. RESULTS: At the initial visit, the bacterial morphology determined by smear microscopic examinations coincided with that of strains isolated by culture taken from 22 of 45 patients. All detected bacteria were gram-positive, and Corynebacterium spp., Cutibacterium acnes, Staphylococcus epidermidis, Streptococcus spp., and Enterococcus faecalis were isolated most commonly. Compared with the initial visit the number of isolated strains per eye decreased significantly at 7 days after the start of eye drop administration and 1 month after the end of eye drop administration. The azithromycin MICs were temporarily increased after the start of eye drops but then decreased. CONCLUSION: Our study suggests that in blepharitis pathogenicity is characterized by increased strain numbers and amounts of indigenous bacteria. Administering a 1% azithromycin ophthalmic solution suppresses the number of bacterial strains within 1 month after the end of eye drop administration without increasing drug resistance.
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Azitromicina , Blefaritis , Humanos , Azitromicina/uso terapéutico , Soluciones Oftálmicas , Antibacterianos/uso terapéutico , Resultado del Tratamiento , Blefaritis/diagnóstico , Blefaritis/tratamiento farmacológico , Bacterias , Protocolos Clínicos , Estudios Observacionales como Asunto , Estudios Multicéntricos como AsuntoRESUMEN
PURPOSE: To investigate the clinical characteristics and causative fungi in patients with fungal keratitis in Japan, and to determine factors related to the prognosis. STUDY DESIGN: Multicenter prospective observational study. METHODS: Eligible patients were enrolled from November 2011 to October 2013 at the 1st stage and from April 2015 to March 2016 at the 2nd stage. The corneal foci were scraped, and the scrapings were cultured in potato dextrose agar. The isolated fungi were identified by gene analyses. Data were collected from the clinical records and statistically analyzed by Cox and logistic regression analyses. RESULTS: Ninety-four fungal strains were isolated from 93 cases, including 42 yeast-like fungi and 52 filamentous fungi. The fungi affected the deep layers of the cornea in 23 cases (24.7%) and the peripheral cornea in 29 cases (31.2%). The incidences of lid swelling/redness, ciliary injection, anterior chamber cells/flare, anterior chamber fibrin, and hyphate ulcer in cases of filamentous fungi were significantly higher than in yeast-like fungi. No history of topical steroids, absence of a main lesion in the peripheral cornea, and best-corrected visual acuity (BCVA) of more than 0.04 at the first visit were related to a shorter healing time. No history of ocular surgery, absence of lesion at one-third deep stromal layer and BCVA of more than 0.04 at the first visit were correlated with BCVA at 3 months after the initial examination. CONCLUSION: Fungal keratitis is caused by various species of fungi and can become refractory due to poor prognosis factors.
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Úlcera de la Córnea , Infecciones Fúngicas del Ojo , Queratitis , Antifúngicos/uso terapéutico , Úlcera de la Córnea/diagnóstico , Úlcera de la Córnea/tratamiento farmacológico , Úlcera de la Córnea/epidemiología , Infecciones Fúngicas del Ojo/diagnóstico , Infecciones Fúngicas del Ojo/epidemiología , Infecciones Fúngicas del Ojo/microbiología , Hongos , Humanos , Japón/epidemiología , Queratitis/diagnóstico , Queratitis/epidemiología , Queratitis/microbiología , Saccharomyces cerevisiaeRESUMEN
PURPOSE: To determine the effects of a combination of two antifungal drugs against causative fungi of fungal keratitis in Japan. STUDY DESIGN: Multicenter prospective observational study. METHODS: Eighteen isolates of yeast-like fungi and 22 isolates of filamentous fungi collected by the Multicenter Prospective Observational Study of Fungal Keratitis in Japan were studied. Specially manufactured minimum inhibitory concentration (MIC) measurement plates were used to test the effectiveness of 10 combinations of two antifungal drugs against the isolates. The combinations were pimaricin (PMR) + voriconazole (VRCZ), PMR + fluconazole (FLCZ), PMR + miconazole (MCZ), PMR + micafungin (MCFG), VRCZ + FLCZ, VRCZ + MCZ, VRCZ + MCFG, VRCZ + amphotericin-B (AMPH-B), MCZ + FLCZ, and MCZ + MCFG. The checkerboard microdilution method was used, and the fractional inhibitory concentration (FIC) index was calculated based on the guidelines of The Clinical & Laboratory Standards Institute (CLSI). RESULTS: In yeast-like fungi, additive effects were observed between PMR and MCFG in 77.8% of the isolates, and they were also observed between the azoles. Synergistic effects were observed on 11.1% of the isolates for MCZ and FLCZ. On the other hand, antagonistic effects were present between PMR and azoles with 88.9% between PMR and VRCZ, 72.2% between PMR and FLCZ, and 94.4% between PMR and MCZ. In filamentous fungi, additive effects were observed between PMR and MCFG in 40.9% of the isolates, and between VRCZ and MCZ in 40.9% of the isolates. Antagonistic effects were observed for PMR and the azoles. CONCLUSIONS: The combination of drugs prescribed for fungal keratitis incurs a possibility of synergistic, additive, indifferent, or antagonistic effects, depending on drug combinations and fungal strains.
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Infecciones Fúngicas del Ojo , Queratitis , Antifúngicos/farmacología , Antifúngicos/uso terapéutico , Azoles/farmacología , Infecciones Fúngicas del Ojo/tratamiento farmacológico , Infecciones Fúngicas del Ojo/microbiología , Fluconazol/farmacología , Hongos , Humanos , Japón/epidemiología , Queratitis/diagnóstico , Queratitis/tratamiento farmacológico , Queratitis/microbiología , Saccharomyces cerevisiaeRESUMEN
Ocular cytomegalovirus (CMV) infections in immunocompetent individuals are rare, but its activation can cause chronic and relapsing inflammation in anterior segment of the eye resulting in loss of corneal clarity and glaucoma. Fifty five patients with anterior segment CMV infection were assessed for their clinical characteristics, and CMV corneal endotheliitis was found to cause significant loss of corneal endothelial cells. The disease duration with recurrences was significantly correlated with the maximum intraocular level of CMV DNA. To examine why CMV is activated in healthy immunocompetent individuals and causing corneal endothelial cell damage, assays of cytotoxic T cells (CTLs) which directly target infected corneal endothelial cells were performed for 9 HLA-matched CMV corneal endotheliitis patients (HLA-A*2402). When the cell loss was analyzed for associations with CTL responses, CMV-induced endothelial cell damage was mitigated by pp65-specific CTL induction. The recurrence-free time was also prolonged by pp65-specific CTL induction (hazard ratio (HR): 0.93, P = 0.01). In contrast, IE1-specific CTL was associated with endothelial cell damage and reduced the time for corneal transplantation (HR: 1.6, P = 0.003) and glaucoma surgery (HR: 1.5, P = 0.001). Collectively, induction of pp65-specific CTL was associated with improved visual prognosis. However, IE1-specific CTL without proper induction of pp65-specific CTL can cause pathological damage leading to the need of surgical interventions.
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Citomegalovirus , Linfocitos T Citotóxicos , Antivirales , Citomegalovirus/genética , Células Endoteliales , Humanos , PronósticoRESUMEN
BACKGROUND: There are no reports on accurate measurement of lens equatorial diameter of the living human eye. This study aimed to measure lens equatorial diameter with a special measurement device during cataract surgery and examine the relationships with preoperative parameters. METHODS: From April 7 to December 1, 2019, the equatorial diameters of 24 eyes from 24 patients who underwent cataract surgery at Kushimoto Arita Hospital were measured with a loop shaped measurement device during cataract surgery. Correlations between the value of the diameters and various preoperative parameters measured by CASIA2® were evaluated. RESULTS: The average value of the measured equatorial diameter using the device was 10.5 ± 0.4 mm and the value estimated by circular approximation using the CASIA2®ï¸ was 10.1 ± 0.7 mm. A significant difference was observed between these two groups (P = 0.016), and only a weak correlation was observed (γ = 0.31). A positive correlation was observed between equatorial diameter and anterior chamber depth (ACD) or anterior chamber width (ACW) (γ = 0.57 and 0.47, respectively). No significant correlation was found between other parameters and the value measured by the device. CONCLUSION: Our method is a completely new approach to measuring the living human lens equatorial region of the eye. No complications were observed in any of the cases. One new finding was the values of the lens equatorial diameters are actually longer than those reported previously. The results suggest that the values of the equatorial diameter measured by the loop device and those estimated by CASIA2® measurement were closer than those reported previously by other methods, although both were slightly different. We conclude that it is still difficult to estimate the equatorial diameter of the living human lens using preoperative examination parameters. This research will greatly contribute to the development of accommodative intraocular lenses in the future.
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INTRODUCTION: Inhaled corticosteroids (ICS) are fundamental agents to subside airway inflammation and improve forced expiratory volume in 1 s (FEV1) among asthmatics. Alveolar concentrations of nitric oxide (CANO), as well as the classical fraction of exhaled nitric oxide (FeNO50), are associated with the pathophysiology of asthma. However, the association between pretreatment CANO levels and response to anti-asthma treatments, including ICS, remains unknown. METHODS: We retrospectively analyzed 107 patients newly diagnosed with asthma. ICS in combination with long-acting ß2-agonists (ICS/LABA) was initiated. FEV1 and FeNO levels were evaluated at diagnosis and were followed up at 6 and 12 months after the treatment intervention. CANO levels were estimated using various expiratory flows of FeNO measurements. Factors associated with annual changes in FEV1 (ΔFEV1) were analyzed. Patients with a ΔFEV1 <-20 mL were defined as "poor-responders." RESULTS: FEV1, FeNO50, and CANO levels significantly improved by anti-asthma treatments. The average ΔFEV1 was 85 (176) mL. Eighty-two patients continuously took ICS/LABA treatment. Higher pretreatment CANO levels and continuous use of LABA were independent predictive factors for the improvement of FEV1 on multivariate analysis. The decline in FeNO50 and CANO levels by the anti-asthma treatments was significantly greater in 81 responders than in 26 poor-responders. CANO, but not FeNO50, levels at 12 months were significantly higher in poor-responders than in responders (p = 0.009). CONCLUSION: Levels of CANO, but not FeNO50, predict changes in pulmonary function in ICS-naïve asthmatics. Meanwhile, persistently high levels of CANO may be related to poor responsiveness to treatments assessed by ΔFEV1.
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Antiasmáticos , Asma , Administración por Inhalación , Corticoesteroides/uso terapéutico , Antiasmáticos/uso terapéutico , Asma/diagnóstico , Humanos , Óxido Nítrico/análisis , Estudios RetrospectivosRESUMEN
Corneal opacities are important causes of blindness, and their major etiology is infectious keratitis. Slit-lamp examinations are commonly used to determine the causative pathogen; however, their diagnostic accuracy is low even for experienced ophthalmologists. To characterize the "face" of an infected cornea, we have adapted a deep learning architecture used for facial recognition and applied it to determine a probability score for a specific pathogen causing keratitis. To record the diverse features and mitigate the uncertainty, batches of probability scores of 4 serial images taken from many angles or fluorescence staining were learned for score and decision level fusion using a gradient boosting decision tree. A total of 4306 slit-lamp images including 312 images obtained by internet publications on keratitis by bacteria, fungi, acanthamoeba, and herpes simplex virus (HSV) were studied. The created algorithm had a high overall accuracy of diagnosis, e.g., the accuracy/area under the curve for acanthamoeba was 97.9%/0.995, bacteria was 90.7%/0.963, fungi was 95.0%/0.975, and HSV was 92.3%/0.946, by group K-fold validation, and it was robust to even the low resolution web images. We suggest that our hybrid deep learning-based algorithm be used as a simple and accurate method for computer-assisted diagnosis of infectious keratitis.
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Aprendizaje Profundo , Queratitis/diagnóstico , Queratitis/microbiología , Queratitis/parasitología , Queratitis/virología , Microscopía con Lámpara de Hendidura/métodos , Lámpara de Hendidura , Anciano , Algoritmos , Opacidad de la Córnea , Técnicas de Diagnóstico Oftalmológico , Femenino , Humanos , Masculino , Persona de Mediana Edad , Oftalmología/métodos , Probabilidad , Reproducibilidad de los ResultadosRESUMEN
Viral infections of the cornea including herpes simplex virus 1 (HSV-1) cause visual morbidity, and the corneal endothelial cell damage leads to significant visual impairment. Interferon regulatory factor 7 (IRF7) has been identified as a significant regulator in corneal endothelial cells after an HSV-1 infection. To examine the role played by IRF7, the DNA binding domain (DBD) of IRF7 of human corneal endothelial cells (HCEn) was disrupted. An RNAi inhibition of IRF7 and IRF7 DBD disruption (IRF7 ∆DBD) led to an impairment of IFN-ß production. Impaired IFN-ß production by IRF7 ∆DBD was regained by IRF7 DNA transfection. Transcriptional network analysis indicated that IRF7 plays a role in antigen presentation function of corneal endothelial cells. When the antigen presentation activity of HCEn cells were examined for priming of memory CD8 T cells, IRF7 disruption abolished the anti-viral cytotoxic T lymphocyte (CTL) response which was dependent on the major histocompatibility complex (MHC) class I. To further examine the roles played by IRF7 in CTL induction as acquired immunity, the contribution of IRF7 to MHC class I-mediated antigen presentation was assessed. Analysis of IRF7 ∆DBD cells indicated that IRF7 played an unrecognized role in MHC class I induction, and the viral infection induced-MHC class I induction was abolished by IRF7 disruption. Collectively, the IRF7 in corneal endothelial cells not only contributed to type I IFN response, but also to the mediation of viral infection-induced MHC class I upregulation and priming of CD8 arm of acquired immunity.
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Córnea/virología , Células Endoteliales/virología , Herpesvirus Humano 1 , Factor 7 Regulador del Interferón/metabolismo , Queratitis Herpética/metabolismo , Proteína 9 Asociada a CRISPR , Sistemas CRISPR-Cas , Línea Celular , Córnea/metabolismo , Células Endoteliales/metabolismo , Edición Génica , Antígenos de Histocompatibilidad Clase I/metabolismo , Humanos , Factor 7 Regulador del Interferón/genéticaRESUMEN
Senescence, sterile inflammation, and infection cause dysfunction of corneal endothelial cells, leading to visual morbidity that may require corneal transplantation. With increasing age, the extracellular matrix is modified by non-enzymatic glycation forming advanced glycation end products (AGEs). The modifications are primarily sensed by the receptors for the AGEs (RAGE) and are manifested as a type I interferon response. Interestingly, in our study, human corneal endothelial cells (HCEn) cells did not respond to the typical RAGE ligands, including the AGEs, high mobility group box 1 (HMGB1), and serum amyloid-A (SAA). Instead, HCEn cells responded exclusively to the CpG DNA, which is possessed by typical corneal pathogen, herpes simplex virus-1 (HSV-1). Upon HSV-1 infection, the surface expression of RAGE was increased, and endocytosed HSV-1 was associated with RAGE and CpG DNA receptor, TLR9. RAGE DNA transfection markedly increased interferon-ß secretion by CpG DNA or HSV-1 infection. HSV-1 infection-induced interferon-ß secretion was abolished by TLR9 inhibition and partially by RAGE inhibition. Global transcriptional response analysis confirmed that RAGE and TLR9 were both significantly involved in type I interferon responses. We conclude that RAGE is a sensor of HSV-1 infection and provokes a type I interferon response.
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Endotelio Corneal/metabolismo , Endotelio Corneal/virología , Herpesvirus Humano 1 , Queratitis Herpética/metabolismo , Queratitis Herpética/virología , Receptor para Productos Finales de Glicación Avanzada/metabolismo , Biomarcadores , Células Cultivadas , Biología Computacional/métodos , Islas de CpG , Metilación de ADN , Susceptibilidad a Enfermedades , Células Endoteliales/metabolismo , Células Endoteliales/virología , Endotelio Corneal/patología , Perfilación de la Expresión Génica , Redes Reguladoras de Genes , Productos Finales de Glicación Avanzada/metabolismo , Humanos , Receptor para Productos Finales de Glicación Avanzada/genética , TranscriptomaRESUMEN
Surgically induced scleritis (SIS) is a rare complication after a variety of ocular surgeries. Majority of the patients had had two or more surgical procedures before the onset of SIS. We report a patient who developed bilateral diffuse scleritis after unilateral cataract surgery. A 64-year-old man presented with red eye and tenderness in the right eye. An uneventful cataract surgery had been conducted in the right eye 5 months earlier. He had lost vision in the left eye 25 years ago, and there had been no ocular symptoms in both the eyes for the previous 20 years. Scleritis of the right eye appeared 5 months after cataract surgery, and scleritis of the left eye developed three months later. No previous reports referred to the possibility that the right eye surgery could induce scleritis in the left eye. Our case implies that surgical trauma in one eye can induce scleritis in both the eyes with a history of severe inflammation.