Detection of Keratoconus With a New Biomechanical Index

被引:365
作者
Vinciguerra, Riccardo [1 ]
Ambrosio, Renato, Jr. [2 ,3 ]
Elsheikh, Ahmed [4 ,5 ,6 ]
Roberts, Cynthia J. [7 ]
Lopes, Bernardo [2 ,3 ]
Morenghi, Emanuela [8 ]
Azzolini, Claudio [1 ]
Vinciguerra, Paolo [9 ,10 ,11 ]
机构
[1] Univ Insubria, Div Ophthalmol, Dept Surg Sci, Varese, Italy
[2] Rio de Janeiro Corneal Tomog & Biomech Study Grp, Rio De Janeiro, Brazil
[3] Univ Fed Sao Paulo, Dept Ophthalmol, Sao Paulo, Brazil
[4] Univ Liverpool, Sch Engn, Liverpool, Merseyside, England
[5] Moorfields Eye Hosp NHS Fdn Trust, NIHR Biomed Res Ctr Ophthalmol, London, England
[6] UCL Inst Ophthalmol, London, England
[7] Ohio State Univ, Dept Biomed Engn, Dept Ophthalmol & Visual Sci, Columbus, OH 43210 USA
[8] Humanitas Res Hosp, Biostat Unit, Milan, Italy
[9] Humanitas Clin & Res Ctr, Ctr Eye, Milan, Italy
[10] Humanitas Univ, Milan, Italy
[11] Vincieye Clin, Milan, Italy
基金
英国工程与自然科学研究理事会; 美国国家卫生研究院;
关键词
OCULAR RESPONSE ANALYZER; WAVE-FORM DERIVATIVES; INTRAOCULAR-PRESSURE; CORNEAL BIOMECHANICS; DISCRIMINANT VALUE; VIVO; PARAMETERS; PACHYMETRY; HEALTHY;
D O I
10.3928/1081597X-20160629-01
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
PURPOSE: To evaluate the ability of a new combined biomechanical index called the Corvis Biomechanical Index (CBI) based on corneal thickness profile and deformation parameters to separate normal from keratoconic patients. METHODS: Six hundred fifty-eight patients (329 eyes in each database) were included in this multicenter retrospective study. Patients from two clinics located on different continents were selected to test the capability of the CBI to separate healthy and keratoconic eyes in more than one ethnic group using the Corvis ST (Oculus Optikgerate GmbH, Wetzlar, Germany). Logistic regression was employed to determine, based on Database 1 as the development dataset, the optimal combination of parameters to accurately separate normal from keratoconic eyes. The CBI was subsequently independently validated on Database 2. RESULTS: The CBI included several dynamic corneal response parameters: deformation amplitude ratio at 1 and 2 mm, applanation 1 velocity, standard deviation of deformation amplitude at highest concavity, Ambrosio's Relational Thickness to the horizontal profile, and a novel stiffness parameter. The receiver operating characteristic curve analysis of the training database showed an area under the curve of 0.983. With a cut-off value of 0.5, 98.2% of the cases were correctly classified with 100% specificity and 94.1% sensitivity. In the validation dataset, the same cut-off point correctly classified 98.8% of the cases with 98.4% specificity and 100% sensitivity. CONCLUSIONS: The CBI was shown to be highly sensitive and specific to separate healthy from keratoconic eyes. The presence of an external validation dataset confirms this finding and suggests the possible use of the CBI in everyday clinical practice to aid in the diagnosis of keratoconus.
引用
收藏
页码:803 / +
页数:9
相关论文
共 28 条
[1]   Biomechanical Responses of Healthy and Keratoconic Corneas Measured Using a Noncontact Scheimpflug-Based Tonometer [J].
Ali, Noor Q. ;
Patel, Dipika V. ;
McGhee, Charles N. J. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2014, 55 (06) :3651-3659
[2]  
Ambrosio Jr R, 2012, TXB KERATOCONUS NEW, P29
[3]   Dynamic ultra high speed Scheimpflug imaging for assessing corneal biomechanical properties [J].
Ambrosio, Renato, Jr. ;
Ramos, Isaac ;
Luz, Allan ;
Faria, Fernando Correa ;
Steinmueller, Andreas ;
Krug, Matthias ;
Belin, Michael W. ;
Roberts, Cynthia Jane .
REVISTA BRASILEIRA DE OFTALMOLOGIA, 2013, 72 (02) :99-102
[4]   Application of structural analysis to the mechanical behaviour of the cornea [J].
Anderson, K ;
El-Sheikh, A ;
Newson, T .
JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2004, 1 (01) :3-15
[5]   BIOMECHANICAL PROPERTIES OF KERATOCONUS AND NORMAL CORNEAS [J].
ANDREASSEN, TT ;
SIMONSEN, AH ;
OXLUND, H .
EXPERIMENTAL EYE RESEARCH, 1980, 31 (04) :435-441
[6]   Multivariate Analysis of the Ocular Response Analyzer's Corneal Deformation Response Curve for Early Keratoconus Detection [J].
Galletti, Jonatan D. ;
Ruisenor Vazquez, Pablo R. ;
Fuentes Bonthoux, Fernando ;
Pfoertner, Tomas ;
Galletti, Jeremias G. .
JOURNAL OF OPHTHALMOLOGY, 2015, 2015
[7]   Improved Keratoconus Detection by Ocular Response Analyzer Testing After Consideration of Corneal Thickness as a Confounding Factor [J].
Gaston Galletti, Jeremias ;
Pfoertner, Tomas ;
Fuentes Bonthoux, Fernando .
JOURNAL OF REFRACTIVE SURGERY, 2012, 28 (03) :202-U131
[8]   Staging of Keratoconus Indices Regarding Tomography, Topography, and Biomechanical Measurements [J].
Goebels, Susanne ;
Eppig, Timo ;
Wagenpfeil, Stefan ;
Cayless, Alan ;
Seitz, Berthold ;
Langenbucher, Achim .
AMERICAN JOURNAL OF OPHTHALMOLOGY, 2015, 159 (04) :733-738
[9]   Discriminant Value of Custom Ocular Response Analyzer Waveform Derivatives in Keratoconus [J].
Hallahan, Katie M. ;
Roy, Abhijit Sinha ;
Ambrosio, Renato, Jr. ;
Salomao, Marcella ;
Dupps, William J., Jr. .
OPHTHALMOLOGY, 2014, 121 (02) :459-468
[10]   Corneal Biomechanics as a Function of Intraocular Pressure and Pachymetry by Dynamic Infrared Signal and Scheimpflug Imaging Analysis in Normal Eyes [J].
Huseynova, Tukezban ;
Waring, George O. ;
Roberts, Cynthia ;
Krueger, Ronald R. ;
Tomita, Minoru .
AMERICAN JOURNAL OF OPHTHALMOLOGY, 2014, 157 (04) :885-893