RETINA MEASUREMENTS FOR DIAGNOSIS OF PARKINSON DISEASE

被引:39
作者
Garcia-Martin, Elena [1 ,2 ]
Satue, Maria [1 ]
Otin, Sofia [1 ,2 ]
Fuertes, Isabel [1 ,2 ]
Alarcia, Raquel [3 ]
Larrosa, Jose M. [1 ,2 ]
Polo, Vicente [1 ,2 ]
Pablo, Luis E. [1 ,2 ]
机构
[1] Miguel Servet Univ Hosp, Dept Ophthalmol, Zaragoza, Spain
[2] Aragones Inst Hlth Sci, Res Dept, Zaragoza, Spain
[3] Miguel Servet Univ Hosp, Dept Neurol, Zaragoza, Spain
来源
RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES | 2014年 / 34卷 / 05期
关键词
Parkinson disease; optical coherence tomography; retinal thickness; retinal nerve fiber layer; sensitivity; specificity; OPTICAL COHERENCE TOMOGRAPHY; NERVE-FIBER LAYER; LINEAR DISCRIMINANT FUNCTION; MULTIPLE-SCLEROSIS PATIENTS; PIGMENT EPITHELIAL-CELLS; THICKNESS MEASUREMENT; CLINICAL-DIAGNOSIS; REPRODUCIBILITY; ABILITY; TRANSPLANTATION;
D O I
10.1097/IAE.0000000000000028
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
Purpose: To test the diagnostic ability of spectral domain optical coherence tomography for the detection of Parkinson disease using retinal nerve fiber layer and retinal thickness parameters. Retinal pigment epithelium produces levodopa. Methods: Patients with Parkinson disease (n = 111) and healthy subjects (n = 200) were enrolled. The Spectralis optical coherence tomography was used to obtain retinal nerve fiber layer thickness and retinal measurements. Two linear discriminant functions (LDFs) were developed, one using retinal nerve fiber layer parameters and another using retinal thickness. A validating set was used to test the performance of both LDFs. Receiver operating characteristic curves were plotted and compared with the standard parameters provided by optical coherence tomography for both LDFs. Sensitivity and specificity were used to evaluate diagnostic performance. Results: The Retinal LDF combines only retinal thickness parameters and provided the best performance: 31.173 + 0.026 x temporal outer - 0.267 x superior outer + 0.159 x nasal outer - 0.197 x inferior outer - 0.060 x superior inner + 0.049 x foveal thickness. The largest areas under the receiver operating characteristic curve were 0.902 for Retinal LDF. The Retinal LDF yielded the highest sensitivity values. Conclusion: Measurements of retinal thickness differentiate between subjects who are healthy and those with advanced Parkinson disease.
引用
收藏
页码:971 / 980
页数:10
相关论文
共 40 条
[1]   Detection of retinal changes in Parkinson's disease with spectral-domain optical coherence tomography [J].
Aaker, Grant D. ;
Myung, Jane S. ;
Ehrlich, Joshua R. ;
Mohammed, Mujtaba ;
Henchcliffe, Claire ;
Kiss, Szilard .
CLINICAL OPHTHALMOLOGY, 2010, 4 :1427-1432
[2]   Correlation between retinal morphological and functional findings and clinical severity in Parkinson's disease [J].
Altintas, Ozgul ;
Iseri, Pervin ;
Orzkan, Berna ;
Caglar, Yusuf .
DOCUMENTA OPHTHALMOLOGICA, 2008, 116 (02) :137-146
[3]   The retina in Parkinsons disease [J].
Archibald, Neil K. ;
Clarke, Michael P. ;
Mosimann, Urs P. ;
Burn, David J. .
BRAIN, 2009, 132 :1128-1145
[4]   The STARD statement for reporting studies of diagnostic accuracy: Explanation and elaboration [J].
Bossuyt, PM ;
Reitsma, JB ;
Bruns, DE ;
Gatsonis, CA ;
Glasziou, PP ;
Irwig, LM ;
Moher, D ;
Rennie, D ;
de Vet, HCW ;
Lijmer, JG .
CLINICAL CHEMISTRY, 2003, 49 (01) :7-18
[5]   Imaging Approaches to Parkinson Disease [J].
Brooks, David J. .
JOURNAL OF NUCLEAR MEDICINE, 2010, 51 (04) :596-609
[6]   Optical coherence tomography machine learning classifiers for glaucoma detection: A preliminary study [J].
Burgansky-Eliash, Z ;
Wollstein, G ;
Chu, TJ ;
Ramsey, JD ;
Glymour, C ;
Noecker, RJ ;
Ishikawa, H ;
Schuman, JS .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2005, 46 (11) :4147-4152
[7]   Reproducibility of Macular Thickness Measurement Among Five OCT Instruments: Effects of Image Resolution, Image Registration, and Eye Tracking [J].
Chin, Eric K. ;
Sedeek, Ragui W. ;
Li, Yueju ;
Beckett, Laurel ;
Redenbo, Ellen ;
Chandra, Karishma ;
Park, Susanna S. .
OPHTHALMIC SURGERY LASERS & IMAGING, 2012, 43 (02) :97-108
[8]   THE LENS OPACITIES CLASSIFICATION SYSTEM-III [J].
CHYLACK, LT ;
WOLFE, JK ;
SINGER, DM ;
LESKE, MC ;
BULLIMORE, MA ;
BAILEY, IL ;
FRIEND, J ;
MCCARTHY, D ;
WU, SY .
ARCHIVES OF OPHTHALMOLOGY, 1993, 111 (06) :831-836
[9]   Role of DaTSCAN and clinical diagnosis in Parkinson disease [J].
de la Fuente-Fernandez, Raul .
NEUROLOGY, 2012, 78 (10) :696-701
[10]   Dopamine Cell Transplantation for Parkinson's Disease: The Importance of Controlled Clinical Trials [J].
Freed, Curt R. ;
Zhou, Wenbo ;
Breeze, Robert E. .
NEUROTHERAPEUTICS, 2011, 8 (04) :549-561