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1.
Ophthalmology ; 129(2): 139-146, 2022 02.
Article in English | MEDLINE | ID: mdl-34352302

ABSTRACT

PURPOSE: To develop and evaluate an automated, portable algorithm to differentiate active corneal ulcers from healed scars using only external photographs. DESIGN: A convolutional neural network was trained and tested using photographs of corneal ulcers and scars. PARTICIPANTS: De-identified photographs of corneal ulcers were obtained from the Steroids for Corneal Ulcers Trial (SCUT), Mycotic Ulcer Treatment Trial (MUTT), and Byers Eye Institute at Stanford University. METHODS: Photographs of corneal ulcers (n = 1313) and scars (n = 1132) from the SCUT and MUTT were used to train a convolutional neural network (CNN). The CNN was tested on 2 different patient populations from eye clinics in India (n = 200) and the Byers Eye Institute at Stanford University (n = 101). Accuracy was evaluated against gold standard clinical classifications. Feature importances for the trained model were visualized using gradient-weighted class activation mapping. MAIN OUTCOME MEASURES: Accuracy of the CNN was assessed via F1 score. The area under the receiver operating characteristic (ROC) curve (AUC) was used to measure the precision-recall trade-off. RESULTS: The CNN correctly classified 115 of 123 active ulcers and 65 of 77 scars in patients with corneal ulcer from India (F1 score, 92.0% [95% confidence interval (CI), 88.2%-95.8%]; sensitivity, 93.5% [95% CI, 89.1%-97.9%]; specificity, 84.42% [95% CI, 79.42%-89.42%]; ROC: AUC, 0.9731). The CNN correctly classified 43 of 55 active ulcers and 42 of 46 scars in patients with corneal ulcers from Northern California (F1 score, 84.3% [95% CI, 77.2%-91.4%]; sensitivity, 78.2% [95% CI, 67.3%-89.1%]; specificity, 91.3% [95% CI, 85.8%-96.8%]; ROC: AUC, 0.9474). The CNN visualizations correlated with clinically relevant features such as corneal infiltrate, hypopyon, and conjunctival injection. CONCLUSIONS: The CNN classified corneal ulcers and scars with high accuracy and generalized to patient populations outside of its training data. The CNN focused on clinically relevant features when it made a diagnosis. The CNN demonstrated potential as an inexpensive diagnostic approach that may aid triage in communities with limited access to eye care.


Subject(s)
Cicatrix/diagnostic imaging , Corneal Ulcer/diagnostic imaging , Deep Learning , Eye Infections, Bacterial/diagnostic imaging , Eye Infections, Fungal/diagnostic imaging , Photography , Wound Healing/physiology , Algorithms , Area Under Curve , Cicatrix/physiopathology , Corneal Ulcer/classification , Corneal Ulcer/microbiology , Eye Infections, Bacterial/classification , Eye Infections, Bacterial/microbiology , Eye Infections, Fungal/classification , Eye Infections, Fungal/microbiology , False Positive Reactions , Humans , Predictive Value of Tests , ROC Curve , Retrospective Studies , Sensitivity and Specificity , Slit Lamp Microscopy
3.
Sci Rep ; 9(1): 8334, 2019 06 06.
Article in English | MEDLINE | ID: mdl-31171825

ABSTRACT

HRT3 in vivo confocal microscopy (IVCM) images may indicate clinical outcome, but few studies have analysed this in fungal keratitis (FK). Adults with FK (diameter ≥3 mm) presenting to Aravind Eye Hospital, India from 2012-3 were enrolled prospectively. IVCM was performed at baseline, days 7, 14 and 21 post-enrolment (+/- 3 days where possible). Specific morphologies were identified in IVCM images by a grader masked to microbiology and clinical outcome (defined as good: healed/improving, or poor: enlarged ulcer, perforation or transplant/glue). Associations with final visit outcome assessed using logistic regression. 143 FK participants were enrolled; 87 had good outcome, 56 had poor outcome. Poor outcomes were associated with stellate interconnected cellular processes with no visible nuclei (OR 2.28, 95% CI: 1.03-5.06, p = 0.043) in baseline IVCM images, and fungal filaments (OR 6.48, 95% CI:2.50-16.78, p < 0.001) or honeycomb distribution of inflammatory cells (OR 5.24, 95% CI: 1.44-19.06, p = 0.012) in final visit images. Fungal filaments (OR 3.61, 95% CI:1.64-7.95, p = 0.001), stromal dendritiform cells (OR 2.88, 95% CI:1.17-7.11, p = 0.022), or stellate cellular processes with no visible nuclei (OR 2.09, 95% CI:1.14-3.82, p = 0.017) were associated with poor outcome if not in baseline but present in final visit images. IVCM can reveal morphological changes associated with clinical outcome.


Subject(s)
Eye Infections, Fungal/diagnostic imaging , Keratitis/diagnostic imaging , Keratitis/microbiology , Acanthamoeba , Adult , Aspergillus , Cell Nucleus/ultrastructure , Cornea/cytology , Cornea/pathology , Corneal Ulcer/microbiology , Corneal Ulcer/pathology , Eye Infections, Fungal/microbiology , Female , Humans , India/epidemiology , Inflammation , Male , Microscopy, Confocal , Middle Aged , Odds Ratio , Prognosis , Prospective Studies , Treatment Outcome
4.
Am J Ophthalmol ; 204: 124-129, 2019 08.
Article in English | MEDLINE | ID: mdl-30902692

ABSTRACT

PURPOSE: To compare longitudinal outcomes of visual acuity after fungal corneal ulcers with those of bacterial ulcers. DESIGN: Prospective cohort study. METHODS: This study was conducted in a tertiary eye hospital in South India. The population consisted of 100 of 152 individuals whose fungal or bacterial keratitis had been diagnosed 4 years prior and had been enrolled in 1 of 2 concurrent randomized trials. Causative organisms of infectious keratitis were either bacterial or fungal. Presenting visual acuity consisted of best spectacle corrected visual acuity (BSCVA) and hard contact lens-corrected visual acuity (CLVA). RESULTS: Fifty study participants with prior fungal keratitis and 50 with prior bacterial keratitis were enrolled. Four years after treatment for keratitis, participants' presenting vision in the better eye was worse than 20/60 for 12 individuals (24.0%) in the fungal group and 10 individuals (20.0%) in the bacterial group. Median BSCVA in the affected eye at the 4-year visit in the fungal group was similar to that in the bacterial group (Snellen equivalent, 20/32 for each), although vision worse than 20/400 was more common in the fungal ulcer group after spectacle correction (odds ratio [OR] 4.19; 95% confidence interval [CI], 1.11-15.8) and contact lens correction (OR, 5.74; 95% CI, 1.37-24.1). CONCLUSIONS: In this South Indian population with a previous episode of fungal or bacterial keratitis, correctable bilateral visual impairment was common. Although long-term visual outcomes were, on average, similar between fungal and bacterial ulcers, fungal ulcers were more likely to produce severe visual impairment.


Subject(s)
Anti-Bacterial Agents/therapeutic use , Antifungal Agents/therapeutic use , Eye Infections, Bacterial/drug therapy , Eye Infections, Fungal/drug therapy , Keratoconus/drug therapy , Vision Disorders/etiology , Visual Acuity , Adult , Bacteria/isolation & purification , Cornea/microbiology , Cornea/pathology , Eye Infections, Bacterial/complications , Eye Infections, Fungal/complications , Female , Follow-Up Studies , Fungi/isolation & purification , Humans , Keratoconus/complications , Male , Middle Aged , Prospective Studies , Time Factors , Treatment Outcome , Vision Disorders/physiopathology
5.
Am J Ophthalmol ; 190: 24-33, 2018 06.
Article in English | MEDLINE | ID: mdl-29550185

ABSTRACT

PURPOSE: To determine cellular features of fungal (FK), Acanthamoeba (AK), and bacterial keratitis (BK) using HRT3 in vivo confocal microscopy (IVCM). DESIGN: Prospective observational cross-sectional study. METHODS: Eligible participants were adults with microbiologically positive FK, AK, or BK, of size ≥ 3 mm, attending Aravind Eye Hospital from February 2012 to February 2013. Exclusion criteria were descemetocele or perforation. At presentation, IVCM imaging was performed, then corneal scrapes were obtained for culture/light microscopy. An experienced grader (masked to microbiology/clinical features) assessed IVCM images for presence/absence of normal keratocyte-like morphology, stellate interconnected cells with/without visible nuclei, dendritiform cells (DFCs), inflammatory cells in a honeycomb distribution, and organism features. Statistical significance was assessed by logistic regression, adjusted for age, sex, ulcer size, and symptom duration. Main outcome measures were presence/absence of IVCM features in FK, AK, BK. RESULTS: A total of 183 participants had FK, 18 AK, 17 BK. Acanthamoeba appeared as bright spots (16/18, 89%), double-walled cysts (15/18, 83%), or signet rings (3/18, 17%), and often formed clusters after topical steroid use (univariable odds ratio [OR] 9.98, 95% confidence interval [CI] 1.02-97.96, P = .048). BK was associated with bullae in anterior stroma (OR 9.99, 95% CI: 3.11-32.06, P < .001). Honeycomb distribution of anterior stromal inflammatory cells was associated with FK (univariable OR 2.74, 95% CI: 1.01-7.40, P = .047). Aspergillus ulcers were associated with stromal DFCs (OR 11.05, 95% CI: 1.49-82.13, P = .019) and Fusarium ulcers with stellate appearance of interconnected cell processes with nuclei (OR 0.24, 95% CI: 0.09-0.65, P = .005). CONCLUSION: Specific cellular and structural features observed using IVCM in microbial keratitis may be associated with organism.


Subject(s)
Acanthamoeba Keratitis/diagnostic imaging , Corneal Ulcer/diagnostic imaging , Eye Infections, Bacterial/diagnostic imaging , Eye Infections, Fungal/diagnostic imaging , Microscopy, Confocal/methods , Acanthamoeba/cytology , Acanthamoeba Keratitis/parasitology , Adult , Aged , Bacteria/cytology , Cornea/diagnostic imaging , Corneal Ulcer/microbiology , Cross-Sectional Studies , Eye Infections, Bacterial/microbiology , Eye Infections, Fungal/microbiology , Female , Fungi/cytology , Humans , Male , Middle Aged , Prospective Studies
6.
Article in English | MEDLINE | ID: mdl-28573109

ABSTRACT

Microbial keratitis (MK) is a major cause of blindness worldwide. Despite adequate antimicrobial treatment, tissue damage can ensue. We compared the human corneal transcriptional profile in late stage MK to normal corneal tissue to identify pathways involved in pathogenesis. Total RNA from MK tissue and normal cadaver corneas was used to determine transcriptome profiles with Illumina HumanHT-12 v4 beadchips. We performed differential expression and network analysis of genes in bacterial keratitis (BK) and fungal keratitis (FK) compared with control (C) samples. Results were validated by RTqPCR for 45 genes in an independent series of 183 MK patients. For the microarray transcriptome analysis, 27 samples were used: 12 controls, 7 BK culture positive for Streptococcus pneumoniae (n = 6), Pseudomonas aeruginosa (n = 1), and 8 FK, culture positive for Fusarium sp. (n = 5), Aspergillus sp. (n = 2), or Lasiodiplodia sp. (n = 1). There were 185 unique differentially expressed genes in BK, 50 in FK, and 339 common to both [i.e., genes with fold-change (FC) < -4 or ≥4 and false discovery rate (FDR) adjusted P < 0.05]. MMP9 had the highest FC in BK (91 FC, adj p = 3.64 E-12) and FK (FC 64, adj. p = 6.10 E-11), along with other MMPs (MMP1, MMP7, MMP10, MMP12), pro-inflammatory cytokines (IL1B, TNF), and PRRs (TLR2, TLR4). HIF1A and its induced genes were upregulated uniquely in BK. Immune/defense response and extracellular matrix terms were the most enriched Gene Ontology terms in both BK and FK. In the network analysis, chemokines were prominent for FK, and actin filament reorganization for BK. Microarray and RTqPCR results were highly correlated for the same samples tested with both assays, and with the larger RTqPCR series. In conclusion, we found a great deal of overlap in the gene expression profile of late stage BK and FK, however genes unique to fungal infection highlighted a corneal epithelial wound healing response and for bacterial infection the prominence of HIF1A-induced genes. These sets of genes may provide new targets for future research into therapeutic agents.


Subject(s)
Eye Infections, Bacterial/immunology , Eye Infections, Fungal/immunology , Gene Expression Profiling/methods , Keratitis/genetics , Keratitis/immunology , Adult , Aged , Aged, 80 and over , Aspergillus/pathogenicity , Cluster Analysis , Corneal Ulcer/genetics , Corneal Ulcer/immunology , Corneal Ulcer/microbiology , Cytokines/metabolism , Female , Fusarium/pathogenicity , Gene Expression , Humans , Keratitis/diagnosis , Keratitis/microbiology , Male , Matrix Metalloproteinase 9 , Middle Aged , Pseudomonas aeruginosa/pathogenicity , Streptococcus pneumoniae/pathogenicity , Transcriptome
7.
Br J Ophthalmol ; 101(2): 108-113, 2017 02.
Article in English | MEDLINE | ID: mdl-27130916

ABSTRACT

AIMS: To report trends in antibiotic resistance in cases of bacterial keratitis from a large eye hospital in South India. METHODS: In this retrospective cross-sectional study, the microbiology laboratory records of patients with infectious keratitis diagnosed at an eye hospital in South India from 2002 to 2013 were reviewed to determine the proportion with antibiotic non-susceptibility. RESULTS: 3685 bacterial isolates had susceptibility testing performed over the 12-year period. The two most common organisms with resistance were Streptococcus pneumoniae (n=1204) and Pseudomonas aeruginosa (n=894). Antibiotic non-susceptibility was generally uncommon for these two organisms and no significant trends were detected over the course of the study. In contrast, Staphylococcus aureus (N=211) isolates demonstrated a significant increase in fluoroquinolone non-susceptibility over the 12-year study period. This coincided with a significant increase in methicillin-resistant S. aureus (MRSA) during the study period, though the increase in fluoroquinolone resistance was likewise seen in methicillin-sensitive S. aureus (MSSA). For example, ofloxacin resistance in MSSA increased from 11.1% in 2002 to 66.7% in 2013 (p=0.002). No trends were apparent for the aminoglycosides, cefazolin or vancomycin, for which in vitro non-susceptibility generally appeared to be low. CONCLUSION: Resistance to antibiotics was generally stable for infectious keratitis isolates from a large eye hospital in South India, except for S. aureus, which experienced a significant increase in fluoroquinolone resistance from 2002 to 2013. Fluoroquinolone antibiotics currently have poor in vitro activity against both MRSA and MSSA in South India and are therefore not the ideal therapy for Staphylococcal corneal ulcers.


Subject(s)
Anti-Bacterial Agents/pharmacology , Drug Resistance, Bacterial , Eye Infections, Bacterial/microbiology , Gram-Negative Bacteria/drug effects , Gram-Positive Bacteria/drug effects , Keratitis/microbiology , Adult , Cross-Sectional Studies , Female , Humans , India , Male , Retrospective Studies
8.
Ophthalmology ; 123(11): 2285-2293, 2016 11.
Article in English | MEDLINE | ID: mdl-27538797

ABSTRACT

PURPOSE: To determine the diagnostic accuracy of in vivo confocal microscopy (IVCM) for moderate to severe microbial keratitis (MK). DESIGN: Double-masked prospective cohort study. PARTICIPANTS: Consecutive patients presenting to Aravind Eye Hospital, Madurai, India, between February 2012 and February 2013 with MK (diameter ≥3 mm, excluding descemetocele, perforation, or herpetic keratitis). METHODS: Following examination, the corneal ulcer was scanned by IVCM (HRT3/RCM, Heidelberg Engineering, Heidelberg, Germany). Images were graded for the presence or absence of fungal hyphae or Acanthamoeba cysts by the confocal microscopist who performed the scan (masked to microbial diagnosis) and 4 other experienced confocal graders (masked to clinical features and microbiology). The regrading of the shuffled image set was performed by 3 graders, 3 weeks later. Corneal-scrape samples were collected for microscopy and culture. MAIN OUTCOME MEASURES: The main outcome measures were sensitivity, specificity, and positive and negative predictive values of IVCM compared with those of a reference standard of positive culture or light microscopy. Sensitivities and specificities for multiple graders were pooled and 95% confidence intervals calculated using a bivariate random-effects regression model. RESULTS: The study enrolled 239 patients with MK. Fungal infection was detected in 176 (74%) and Acanthamoeba in 17 (7%) by microbiological methods. IVCM had an overall pooled (5 graders) sensitivity of 85.7% (95% confidence interval [CI]: 82.2%-88.6%) and pooled specificity of 81.4% (95% CI: 76.0%-85.9%) for fungal filament detection. For Acanthamoeba, the pooled sensitivity was 88.2% (95% CI: 76.2%-94.6%) and pooled specificity was 98.2% (95% CI: 94.9%-99.3%). Intergrader agreement was good: κ was 0.88 for definite fungus; κ was 0.72 for definite Acanthamoeba. Intragrader repeatability was high for both definite fungus (κ: 0.88-0.95) and definite Acanthamoeba classification (κ: 0.63-0.90). IVCM images from 11 patients were considered by all 5 graders to have a specific organism present (10 fungus, 1 Acanthamoeba) but had negative results via culture and light microscopy. CONCLUSIONS: Laser scanning IVCM performed with experienced confocal graders has high sensitivity, specificity, and test reproducibility for detecting fungal filaments and Acanthamoeba cysts in moderate to large corneal ulcers in India. This imaging modality was particularly useful for detecting organisms in deep ulcers in which culture and light microscopy results were negative.


Subject(s)
Acanthamoeba Keratitis/diagnosis , Corneal Ulcer/diagnosis , Eye Infections, Parasitic/diagnosis , Microscopy, Confocal/methods , Acanthamoeba Keratitis/parasitology , Adult , Aged , Aged, 80 and over , Corneal Ulcer/parasitology , Diagnosis, Differential , Double-Blind Method , Eye Infections, Parasitic/parasitology , Female , Follow-Up Studies , Humans , Male , Middle Aged , Prospective Studies , Reproducibility of Results , Severity of Illness Index , Young Adult
9.
Br J Ophthalmol ; 99(2): 192-4, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25143391

ABSTRACT

OBJECTIVE: To assess the trends in microbiological organisms identified from corneal scrapings from patients with infectious keratitis at a tertiary care medical centre in South India. METHODS: We reviewed the records of the microbiology laboratory at Aravind Eye Hospital in Madurai, India, from 2002 until 2012. We identified the microbiological causes of all corneal ulcers from the culture and smear results, and assessed for trends in bacterial and fungal keratitis over time. RESULTS: Of 23 897 corneal patients with ulcer with a corneal smear from 2002 to 2012 a fungal organism was identified in 34.3%, a bacterial organism in 24.7% and no organism in 38.3%. During this period, the annual number of keratitis cases due to bacteria decreased from 677 to 412, and the annual number due to fungus increased from 609 to 863. In analyses accounting for the total number of outpatients seen each year, the decline in number of smears positive for bacteria was statistically significant (p<0.001) but the increase in the number positive for fungus was not (p=0.73). The relative frequency of individual bacterial or fungal organisms remained relatively stable over this time. CONCLUSIONS: At a tertiary eye care centre in South India, there has been a reduction in the numbers of smear-positive bacterial keratitis over the past 11 years. This decline likely reflects economic development in India and increased access to antibiotics.


Subject(s)
Corneal Ulcer/epidemiology , Eye Infections, Bacterial/epidemiology , Eye Infections, Fungal/epidemiology , Ophthalmology/trends , Tertiary Care Centers/trends , Bacteria/isolation & purification , Corneal Ulcer/microbiology , Cross-Sectional Studies , Eye Infections, Bacterial/microbiology , Eye Infections, Fungal/microbiology , Fungi/isolation & purification , Hospitals, Special/trends , Humans , India/epidemiology , Retrospective Studies
10.
Invest Ophthalmol Vis Sci ; 55(5): 2935-40, 2014 May 02.
Article in English | MEDLINE | ID: mdl-24618327

ABSTRACT

PURPOSE: We described the change in visual acuity experienced by eyes successfully treated for bacterial keratitis. METHODS: This was a prospective cohort study of a subset of study participants who had previously enrolled in the Steroids for Corneal Ulcers Trial (SCUT). All study participants had been diagnosed with culture-proven bacterial keratitis before enrollment in SCUT and subsequently were randomized to adjunctive topical corticosteroids or placebo. During SCUT, we monitored study participants at enrollment, 3 weeks, 3 months, and 12 months. We invited a subset to complete a comprehensive eye examination approximately 4 years after enrollment in SCUT. Certified refractionists assessed best spectacle-corrected visual acuity (BSCVA) using the same protocol at each study visit. RESULTS: We examined 50 SCUT participants at 4 years after enrollment. Among those in this cohort, mean logMAR BSCVA at enrollment was 0.85 (Snellen equivalent, 20/160; 95% confidence interval [CI], 0.71-0.99). On average, visual acuity improved by 2.9 logMAR lines from enrollment to 3 weeks (P < 0.001), 1.2 lines from 3 weeks to 3 months (P = 0.002), and 0.8 lines from 3 to 12 months (P = 0.01). The BSCVA did not change significantly between 12 months and 4 years (0.04-line improvement, P = 0.88). After controlling for visual acuity at enrollment, BSCVA was not significantly different between the corticosteroid and placebo groups at 4 years (P = 0.53). CONCLUSIONS: Cases of bacterial keratitis may continue to demonstrate improvements in visual acuity up to 12 months following diagnosis, but further improvements are unlikely. These findings may guide the appropriate timing of surgical intervention in these patients. (ClinicalTrials.gov number, NCT00324168.).


Subject(s)
Corneal Ulcer/drug therapy , Eye Infections, Bacterial/drug therapy , Glucocorticoids/therapeutic use , Prednisolone/analogs & derivatives , Adult , Aged , Anti-Bacterial Agents/therapeutic use , Aza Compounds/therapeutic use , Corneal Ulcer/physiopathology , Double-Blind Method , Eye Infections, Bacterial/physiopathology , Female , Fluoroquinolones , Follow-Up Studies , Humans , Male , Middle Aged , Moxifloxacin , Prednisolone/therapeutic use , Prospective Studies , Quinolines/therapeutic use , Regression Analysis , Visual Acuity/drug effects , Visual Acuity/physiology
11.
Ophthalmic Epidemiol ; 21(1): 24-32, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24467559

ABSTRACT

PURPOSE: To validate computer software developed to assess digital corneal photographs of fungal keratitis in clinical research. METHODS: A cornea specialist and five medical students (after training) graded on two occasions 100 corneal photographs of patients with fungal keratitis using Optscore software. Variables assessed were lesion area, location, degree of opacity, percentage of the ulcer lying within a central 4 mm circle of the cornea. Intraclass correlation coefficients (ICCs) were used to assess intragrader reliability, agreement of the students with the corneal specialist, and the reliability of the group mean of the student raters. The area determined using Optscore was compared to the area estimated from slit lamp and to visual acuity. RESULTS: As a group, medical students achieved an ICC greater than 0.9 for five out of the seven assessed variables. Similar levels of consistency were found after analyzing the graders' individual results compared to the specialist. The area estimated using slit lamp examination was highly correlated with the mean area determined by Optscore, as was the logarithm of the minimum angle of resolution visual acuity at enrollment. CONCLUSIONS: Non-expert graders using Optscore to assess digital photographs of fungal keratitis are self-consistent, agree with an expert grader both as a group and individually, and measurements of ulcer area obtained from Optscore are highly correlated with measurements of the same patients obtained on clinical examination. These observations support the validity of Optscore for assessing corneal pathology associated with fungal keratitis and make it a promising clinical research tool.


Subject(s)
Corneal Ulcer/diagnosis , Diagnostic Techniques, Ophthalmological , Eye Infections, Fungal/diagnosis , Image Interpretation, Computer-Assisted/methods , Software , Corneal Ulcer/microbiology , Humans , Observer Variation , Photography/methods , Radiographic Image Enhancement , Regression Analysis , Reproducibility of Results
12.
BMC Res Notes ; 6: 103, 2013 Mar 18.
Article in English | MEDLINE | ID: mdl-23506487

ABSTRACT

BACKGROUND: The involvement of VSX1 gene for the genetic basis of keratoconus is unclear and controversial. The genetic screening of VSX1 from different ethnic populations can enlighten this subject. The aim of the present study is to investigate the role of VSX1 gene in patients with sporadic cases of keratoconus from South India. METHODS: The VSX1 gene coding regions, including exon-intron boundaries were screened by direct sequencing analysis in 117 sporadic cases of keratoconus. The identified variations were also analyzed in 108 ethnic matched healthy blood donors. RESULTS: In the VSX1 gene screening, no pathogenic mutation was identified, whereas we could find the presence of four reported single nucleotide polymorphisms; c.546A>G (rs12480307), c.627+23G>A (rs6138482), c.627+84T>A (rs56157240) and c.504-24C>T (IVS3-24C). These variations were observed in similar frequency between cases and controls. CONCLUSIONS: The lack of VSX1 pathogenic variations in a large number of unrelated sporadic keratoconus patients tend to omit its role, and corroborate the involvement of other genetic, environmental or behavioural factors in the development of this complex disorder.


Subject(s)
Eye Proteins/genetics , Homeodomain Proteins/genetics , Keratoconus/genetics , Case-Control Studies , Humans , India , Mutation , Polymerase Chain Reaction
13.
Arch Ophthalmol ; 128(6): 672-8, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20547942

ABSTRACT

OBJECTIVE: To conduct a therapeutic exploratory clinical trial comparing clinical outcomes of treatment with topical natamycin vs topical voriconazole for fungal keratitis. METHODS: The multicenter, double-masked, clinical trial included 120 patients with fungal keratitis at Aravind Eye Hospital in India who were randomized to receive either topical natamycin or topical voriconazole and either had repeated scraping of the epithelium or not. MAIN OUTCOME MEASURES: The primary outcome was best spectacle-corrected visual acuity (BSCVA) at 3 months. Other outcomes included scar size, perforations, and a subanalysis of BSCVA at 3 months in patients with an enrollment visual acuity of 20/40 to 20/400. RESULTS: Compared with those who received natamycin, voriconazole-treated patients had an approximately 1-line improvement in BSCVA at 3 months after adjusting for scraping in a multivariate regression model but the difference was not statistically significant (P = .29). Scar size at 3 months was slightly greater with voriconazole after adjusting for scraping (P = .48). Corneal perforations in the voriconazole group (10 of 60 patients) were not significantly different than in the natamycin-treated group (9 of 60 patients) (P >.99). Scraping was associated with worse BSCVA at 3 months after adjusting for drug (P = .06). Patients with baseline BSCVA of 20/40 to 20/400 showed a trend toward a 2-line improvement in visual acuity with voriconazole (P = .07). CONCLUSIONS: Overall, there were no significant differences in visual acuity, scar size, and perforations between voriconazole- and natamycin-treated patients. There was a trend toward scraping being associated with worse outcomes. Application to Clinical Practice The benefit seen with voriconazole in the subgroup of patients with baseline visual acuity of 20/40 to 20/400 needs to be validated in a confirmatory clinical trial. Trial Registration clinicaltrials.gov Identifier: NCT00557362.


Subject(s)
Anti-Infective Agents, Local/therapeutic use , Antifungal Agents/therapeutic use , Corneal Ulcer/drug therapy , Eye Infections, Fungal/drug therapy , Mycoses/drug therapy , Natamycin/therapeutic use , Pyrimidines/therapeutic use , Triazoles/therapeutic use , Administration, Topical , Cornea/microbiology , Corneal Ulcer/microbiology , Corneal Ulcer/physiopathology , Double-Blind Method , Eye Infections, Fungal/microbiology , Eye Infections, Fungal/physiopathology , Female , Fungi/isolation & purification , Humans , Male , Middle Aged , Mycoses/microbiology , Mycoses/physiopathology , Ophthalmic Solutions , Treatment Outcome , Visual Acuity/physiology , Voriconazole
15.
BMC Ophthalmol ; 10: 3, 2010 Feb 10.
Article in English | MEDLINE | ID: mdl-20144242

ABSTRACT

BACKGROUND: Mutations in COL8A2 gene which encodes the collagen alpha-2 (VIII) chain have been identified in both familial and sporadic cases of Fuchs endothelial corneal dystrophy (FECD). Heterozygous mutations in the SLC4A11 gene are also known to cause late-onset FECD. Therefore we screened for COL8A2, SLC4A11 gene variants in Indian FECD patients. METHODS: Eighty patients with clinically diagnosed FECD and 100 age matched normal individuals were recruited. Genomic DNA was isolated from peripheral blood leukocytes. Mutations in COL8A2, SLC4A11 coding regions were screened using bi-directional sequencing. Fischer's exact test or Pearson's chi squared test were used to predict the statistical association of genotypes with the phenotype. RESULTS: Screening of COL8A2 gene revealed 2 novel c.1610G>A, c.1643A>G and 3 reported variations c.112G>A, c.464G>A and c.1485G>A. In SLC4A11 gene, novel c.1659C>T, c.1974C>T and reported c.405G>A, c.481A>C and c.639G>A variants were identified. However all the variations in both the genes were also present in unaffected controls. CONCLUSIONS: This is the first study analysing COL8A2 gene in Indian patients with FECD. No pathogenic mutations were identified in COL8A2. Merely silent changes, which showed statistically insignificant association with FECD, were identified in the screening of SLC4A11 gene. These results suggest that COL8A2, SLC4A11 genes may not be responsible for FECD in patients examined in this study.


Subject(s)
Anion Transport Proteins/genetics , Antiporters/genetics , Collagen Type VIII/genetics , Fuchs' Endothelial Dystrophy/genetics , Genetic Testing , Mutation , Adult , Base Sequence , Female , Genetic Variation , Genotype , Humans , India , Male , Molecular Sequence Data
16.
Cornea ; 27(10): 1164-70, 2008 Dec.
Article in English | MEDLINE | ID: mdl-19034133

ABSTRACT

PURPOSE: The purpose of this study was to evaluate the subset of limbal epithelial cells with greater nucleus-to-cytoplasm (N/C) ratio expressing high levels of p63 for their slow-cycling property, a characteristic feature of stem cells (SCs). METHODS: Limbal and peripheral corneal explant cultures were pulse labeled with 5-5-bromo-2'-deoxyuridine (BrdU) for 5 days, followed by a period of 3-week chase. Cultured explants were cryosectioned and stained for BrdU. The epithelial cells in the outgrowth and those remaining on the explant were isolated and subjected to cytospin and double immunostaining for BrdU and p63, followed by identification of label-retaining cells (LRCs) and quantification of p63 expression using confocal microscopy. RESULTS: A distinct population of small cells with large N/C ratio expressing high levels of p63 retained the BrdU label after 21-day chase. Further, this population of LRCs, negative for the differentiation marker K3, was observed in the epithelial outgrowth of limbal but not in that of peripheral cornea. LRCs were seen to migrate along the cut edge of limbal explants in culture and were also observed as clusters of small cells in the outgrowth, which contained cells with the ability to form holoclone colonies. CONCLUSIONS: These results demonstrate that the small cells with large N/C ratio and high levels of p63 have BrdU label retaining slow-cycling property, thus confirming that these 2 parameters in combination may serve as a precise marker for identification and quantification of ex vivo-expanded limbal SCs. This method would be useful to standardize the optimal culture conditions that can maintain and expand SCs for therapeutic applications.


Subject(s)
Cell Cycle , Cytoplasm/ultrastructure , Limbus Corneae/cytology , Limbus Corneae/metabolism , Membrane Proteins/metabolism , Bromodeoxyuridine , Cell Movement , Cell Nucleus/ultrastructure , Cell Size , Epithelial Cells/classification , Epithelial Cells/cytology , Epithelial Cells/physiology , Epithelial Cells/ultrastructure , Epithelium, Corneal/cytology , Epithelium, Corneal/metabolism , Epithelium, Corneal/ultrastructure , Humans , Limbus Corneae/ultrastructure , Microscopy, Confocal , Tissue Culture Techniques
17.
Microsc Res Tech ; 71(6): 469-76, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18300290

ABSTRACT

The objectives were to develop method of isolating viable human limbal basal cells in order to enrich a subset of small cells with a large Nucleus/Cytoplasm (N/C) ratio expressing high levels of p63, nuclear protein. Limbal tissues were treated with trypsin for 50 min at 37 degrees C in an orbital shaker at 100 rpm with epithelial side down followed by additional 5 min with epithelial side up and then with Dispase II to obtain various epithelial fractions. Isolated cell fractions were assessed for colony forming efficiency and DeltaNp63alpha, connexin (Cx43) mRNA levels. Cytospin smears were double-immunostained for p63 and any one of the stem cell (SC) related markers and analyzed using a laser scanning confocal microscope and advanced image analysis software (Leica Confocal software, 2.61 build 1537 version) for quantification of fluorescence intensity. The isolated limbal basal cells were highly positive for DeltaNp63alpha mRNA but expressing low Cx43 mRNA. They gave rise to higher number of large colonies with compact morphology in contrast to the limbal suprabasal/superficial (LS/S) colonies. Furthermore, a subset with a large N/C ratio expressing high levels of p63 was observed, as much as 25% among the limbal basal cell fraction, in contrast to only about 4% in the total limbal epithelial cells. Such cells were positive for K5 and negative for Ki67, Cx43, and 14-3-3s and were absent in the LS/S fraction. These results collectively substantiate our method of isolation of limbal basal layer cells containing an enriched population of cells with SC phenotype.


Subject(s)
Cell Separation/methods , Epithelial Cells/chemistry , Limbus Corneae/cytology , Membrane Proteins/biosynthesis , Antigens, Bacterial/analysis , Antigens, Surface/analysis , Colony-Forming Units Assay , Connexin 43/analysis , Connexin 43/genetics , Humans , Image Processing, Computer-Assisted , Ki-67 Antigen/analysis , Membrane Proteins/genetics , Microscopy, Confocal , RNA, Messenger/genetics
18.
Invest Ophthalmol Vis Sci ; 46(10): 3631-6, 2005 Oct.
Article in English | MEDLINE | ID: mdl-16186343

ABSTRACT

PURPOSE: To characterize human limbal epithelial cells based on the expression levels of nuclear protein p63 and the nucleus-to-cytoplasm (N/C) ratio. METHODS: Limbal, peripheral, and central corneal epithelia were separated from the stroma by Dispase II and subsequently were treated with trypsin to obtain single-cell suspensions. Cytospin smears of the cell suspensions were double immunostained for p63 and then stained for any one of the markers (acidic cytokeratins [AE1], K5, K3, or connexin 43 [Cx43]). They were counterstained with propidium iodide. More than 100 cells from each zone were analyzed for p63 expression levels and nuclear/cellular area using quantitative confocal microscopy. RESULTS: A gradient of p63-positive cells was observed in corneal and limbal epithelial cells. The percentage of p63-positive cells and the level of p63 expression were significantly higher in the limbal than in the peripheral or central corneal epithelium. Two-parameter (p63 levels and N/C ratio) analysis revealed the presence of a distinct population of small cells with higher levels of p63 and a large N/C ratio in the limbal epithelium. Such limbal epithelial cells were positive for AE1 and K5 but negative for K3 and Cx43. CONCLUSIONS: These results suggest that this distinct group of small cells in the limbal epithelium with greater N/C ratio, expressing high levels of nuclear protein p63, probably represent corneal epithelial stem cells.


Subject(s)
Cell Size , Epithelium, Corneal/cytology , Limbus Corneae/cytology , Phosphoproteins/metabolism , Stem Cells/cytology , Trans-Activators/metabolism , Adult , Aged , Biomarkers/metabolism , Cell Nucleus/physiology , Cytoplasm/physiology , DNA-Binding Proteins , Epithelium, Corneal/metabolism , Fluorescent Antibody Technique, Indirect , Genes, Tumor Suppressor , Humans , Limbus Corneae/metabolism , Microscopy, Confocal , Microscopy, Fluorescence , Middle Aged , Stem Cells/metabolism , Transcription Factors , Tumor Suppressor Proteins
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