Efficiency of an Algorithm Derived From Corneal Tomography Parameters to Distinguish Highly Susceptible Corneas to Ectasia From Healthy
试验速览
- 阶段
- 不适用
- 状态
- 已完成
- 发起方
- 入组人数
- 588
- 主要终点
- CTMVI designed to screen patients prior to refractive surgery
研究概览
简要总结
The objective of this study was to identify and build an algorithm through an imaging process using a support vector machine (SVM) with the tomography variables of cases with, KC, highly susceptible corneas to ectasia (HSCE), and healthy corneas and to compare this algorithm to BAD-D (Belin_Ambrosio Display) and PRFI (Pentacam Random Forest Index). The study included 148 eyes with KC, 351 with healthy corneas, and 88 eyes with HSCE.
详细描述
Patients were considered to be very asymmetric (VAE-NT) if the diagnosis of ectasia was confirmed in one eye based on the previously described criteria and the fellow eye had a normal front surface curvature (topometric) map. Objective criteria for considering normal topography was applied for defining the cases of VAE-NT, including objective front surface curvature metrics derived from Pentacam. Normal topography was rigorously considered based on objective criteria of a maximum curvature Kmax (Steepest Front Keratometry) <47.2 diopters, a paracentral inferior-superior (I-S value) asymmetry value at 6 mm (3-mm radii) < 1.45, and keratoconus percentage index (KISA%) score < 60. The cutoff point used to discriminate normal corneas and VAE-NT from KC corneas was the maximal posterior elevation (< 29 micron. This cutoff point had been determined in a previous study, using the same instrument and the same setting (30). The posterior elevation map was displayed with a 5-mm color-coded scale, and maximal posterior elevation was measured manually using the cursor in the central 5 mm.
The study included 148 eyes with KC, 351 with healthy corneas, and 88 eyes with suspected KC. The patients were divided into three groups:
- Control group - Normal eyes (CG): 351 eyes without KC of 351 patients who underwent LASIK or photorefractive keratectomy (PRK), stable after at least 18 months of follow-up, without any changes in the posterior elevation at the 18-month Pentacam in relation to the preoperative exam (surgeries performed in 2012-2018). The inclusion criteria for being a normal case was to have normal corneas on the general eye examination in both eyes, including normal slit lamp biomicroscopy, corrected distance visual acuity of 20/20 or better, overall subjective normal topography and tomography examinations.. Our objective topographic criteria were: both eyes with a KISA% index of less than 60%, Kmax of 47.2 D or less, and I-S difference of less than 1.45 D. Because no truly established tomographic parameter(s)/cut-off(s) for differentiating normal from keratoconus suspect eyes exist, we adapted our classification for normal eyes to the recent publication by Ambrósio et al.(31) by adding the criterion of "overall subjective normal topography and tomography examinations" based on the evaluation of experienced refractive surgeon (GCAJ). Only one eye was randomly selected for further statistical analysis. The CG included one eye randomly selected from 323 patients with normal cornea; one eye was randomly included per patient to avoid selection bias related to the use of both eyes from the same patient
- Very assimetric ectasia with normal topography group (VAE-NT G): 88 eyes of 88 patients with very asymmetric ectasia with normal topography (VAE-NT) in one eye and frank ectasia (VAE-E) in the fellow eye. The inclusion criteria followed previous studies (28, 32, 33) Eyes in this group with insufficient topographic findings to meet diagnostic criteria for keratoconus, and following features normal-appearing cornea on slit-lamp biomicroscopy, keratometry, retinoscopy. These cases were the less affected eye (fellow eye) of a keratoconic patient was included if the following criteria were met: KISA% index of less than 60%, I-S difference of less than 1.45 D, and Kmax of 47.2 D or less (ie, same topographic criteria as in normal eyes, except than in normal eyes, both eyes of the patient met the criteria). These patients can be considered with corneas highly susceptible to ectasia.
- Very asymmetric eyes with ectasia (VAE-E): The fellow eyes of the VAE-NT displaying a KISA% index of greater than 100% and at least one of the following biomicroscopic signs: Vogt striae, Fleischer ring, or focal stromal thinning. Oculus implemented their own staging system into the Pentacam software, which should mimic the Amsler/Krumeich systems: the Topographic Keratoconus Classification (TKC) (34). TKC classifies KC into four stages (plus four intermediate stages) and identifies other corneal pathologies, such as corneal refractive surgery or pellucid marginal degenerative (PMD). TKC classification of Pentacam tomographic index showing algum grau de KC variando de 1-4.
- Keratoconus group (KCG): 148 patients (one eye each) with bilateral clinical KC. The KCG included one eye randomly selected from 148 patients with keratoconus; one eye was randomly included per patient to avoid selection bias related to the use of both eyes from the same patient. The inclusion criteria were the same as for VAE-E, except that both eyes of the patient met the ectasia criteria.
All subjects underwent complete eye examination as well as refraction assessment, biomicroscopy, retinoscopy, fundoscopy, topography, and tomography assessment. All patients were assessed at the Visum Eye Center between January 2012 and January 2018.
This study adhered to the tenets of the Declaration of Helsinki and was approved by the Research Ethics Committee of the Sao Jose do Rio Preto Faculty of Medicine. All patients were informed about the objectives of the study, and they signed written informed consent forms before being enrolled.
研究设计
- 研究类型
- Observational
- 观察模型
- Case Control
- 时间视角
- Retrospective
入排标准
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •Patients were considered to be very asymmetric (VAE-NT) if the diagnosis of ectasia was confirmed in one eye based on the previously described criteria and the fellow eye had a normal front surface curvature (topometric) map. Objective criteria for considering normal topography was applied for defining the cases of VAE-NT, including objective front surface curvature metrics derived from Pentacam. Normal topography was rigorously considered based on objective criteria (27, 28) of a maximum curvature Kmax (Steepest Front Keratometry) <47.2 diopters, a paracentral inferior-superior (I-S value) asymmetry value at 6 mm (3-mm radii) < 1.45, and keratoconus percentage index (KISA%) score < 60 and (29). The cutoff point used to discriminate normal corneas and VAE-NT from KC corneas was the maximal posterior elevation (< 29 µm). This cutoff point had been determined in a previous study, using the same instrument and the same setting. The posterior elevation map was displayed with a 5-mm color-coded scale, and maximal posterior elevation was measured manually using the cursor in the central 5 mm.
排除标准
- •The following exclusion criteria were adopted: history of ocular trauma; chronic use of eye medication, glaucoma; dry eye syndrome; corneal scarring; neurotrophic keratopathy; severe meibomian gland dysfunction; vulnerable state owing to physical or mental illness and with language-related difficulties; pregnant or breastfeeding.
结局指标
主要结局
CTMVI designed to screen patients prior to refractive surgery
时间窗: january 2012 until january 2018
ROC curves of CTMVI comparing with BAD D, and PRFI
次要结局
未报告次要终点
研究者
Gildasio Castello de Almeida Junior
PhD, MD
Sao Jose do Rio Preto Medical School
