Ratiometric analysis of optical coherence tomography-measured in vivo retinal layer thicknesses for the detection of early diabetic retinopathy

被引:5
作者
Bhaduri, Basanta [1 ,2 ,3 ]
Shelton, Ryan L. [2 ]
Nolan, Ryan M. [2 ]
Hendren, Lucas [2 ,3 ]
Almasov, Alexandra [4 ]
Labriola, Leanne T. [4 ,5 ]
Boppart, Stephen A. [2 ,3 ,6 ,7 ]
机构
[1] Indian Sch Mines, Indian Inst Technol, Dept Appl Phys, Acad Complex, Dhanbad 826004, Jharkhand, India
[2] Univ Illinois, Beckman Inst Adv Sci & Technol, 405 North Mathews Ave, Urbana, IL 61801 USA
[3] Univ Illinois, Dept Elect & Comp Engn, 619 South Wright St, Champaign, IL 61820 USA
[4] Carle Fdn Hosp, Dept Ophthalmol, 611 W Pk St, Urbana, IL 61801 USA
[5] Univ Illinois, Dept Surg, Coll Med, 506 South Mathews Ave, Urbana, IL USA
[6] Univ Illinois, Dept Bioengn, 1304 West Springfield Ave, Urbana, IL 61801 USA
[7] Univ Illinois, Dept Internal Med, 506 South Mathews Ave, Urbana, IL 61801 USA
基金
美国国家卫生研究院;
关键词
Diabetes mellitus; diabetic retinopathy; optical coherence tomography; macula; retina; clinical image analysis; MACULAR EDEMA; EARLY-STAGE; TYPE-1; OCT; MORPHOLOGY; MELLITUS; SCANS; NO;
D O I
10.1002/jbio.201600282
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Influence of diabetes mellitus (DM) and diabetic retinopathy (DR) on parafoveal retinal thicknesses and their ratios was evaluated. Six retinal layer boundaries were segmented from spectral-domain optical coherence tomography images using open-source software. Five study groups: (1) healthy control (HC) subjects, and subjects with (2) controlled DM, (3) uncontrolled DM, (4) controlled DR and (5) uncontrolled DR, were identified. The one-way analyses of variance (ANOVA) between adjacent study groups (i.e. 1 with 2, 2 with 3, etc) indicated differences in retinal thicknesses and ratios. Overall retinal thickness, ganglion cell layer (GCL) thickness, inner plexiform layer (IPL) thickness, and their combination (GCL+ IPL), appeared to be significantly less in the uncontrolled DM group when compared to controlled DM and controlled DR groups. Although the combination of nerve fiber layer (NFL) and GCL, and IPL thicknesses were not different, their ratio, (NFL+GCL)/IPL, was found to be significantly higher in the controlled DM group compared to the HC group. Comparisons of the controlled DR group with the controlled DM group, and with the uncontrolled DR group, do not show any differences in the layer thicknesses, though several significant ratios were obtained. Ratiometric analysis may provide more sensitive parameters for detecting changes in DR.
引用
收藏
页码:1430 / 1441
页数:12
相关论文
共 29 条
[1]   Macular thickness and systemic markers for diabetes in individuals with no or mild diabetic retinopathy [J].
Asefzadeh, Baharak ;
Fisch, Barry M. ;
Parenteau, Chad E. ;
Cavallerano, Anthony A. .
CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY, 2008, 36 (05) :455-463
[2]   Validity of Optical Coherence Tomography as a Diagnostic Method for Diabetic Retinopathy and Diabetic Macular Edema [J].
Azrak, Cesar ;
Vicente Baeza-Diaz, Manuel ;
Palazon-Bru, Antonio ;
Hernandez-Martinez, Carmen ;
Navarro-Navarro, Aida ;
Juan Martinez-Toldos, Jose ;
Francisco Gil-Guillen, Vicente .
MEDICINE, 2015, 94 (38)
[3]   Ratiometric analysis of in vivo retinal layer thicknesses in multiple sclerosis [J].
Bhaduri, Basanta ;
Nolan, Ryan M. ;
Shelton, Ryan L. ;
Pilutti, Lara A. ;
Motl, Robert W. ;
Boppart, Stephen A. .
JOURNAL OF BIOMEDICAL OPTICS, 2016, 21 (09)
[4]   Decreased optical coherence tomography-measured pericentral retinal thickness in patients with diabetes mellitus type 1 with minimal diabetic retinopathy [J].
Biallosterski, Carine ;
Van Velthoven, Mirjam E. J. ;
Michels, Robert P. J. ;
Schlingemann, Reinier O. ;
DeVries, J. Hans ;
Verbraak, Frank D. .
BRITISH JOURNAL OF OPHTHALMOLOGY, 2007, 91 (09) :1135-1138
[5]   Correlation Between Ganglion Cell Layer Thinning and Poor Visual Function After Resolution of Diabetic Macular Edema [J].
Bonnin, Sophie ;
Tadayoni, Ramin ;
Erginay, Ali ;
Massin, Pascale ;
Dupas, Benedicte .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2015, 56 (02) :978-982
[6]   The relationship of macular thickness to clinically graded diabetic retinopathy severity in eyes without clinically detected diabetic macular edema [J].
Browning, David J. ;
Fraser, Christina M. ;
Clark, Stephen .
OPHTHALMOLOGY, 2008, 115 (03) :533-539
[7]   Neuroretinal alterations in the early stages of diabetic retinopathy in patients with type 2 diabetes mellitus [J].
Carpineto, P. ;
Toto, L. ;
Aloia, R. ;
Ciciarelli, V. ;
Borrelli, E. ;
Vitacolonna, E. ;
Di Nicola, M. ;
Di Antonio, L. ;
Mastropasqua, R. .
EYE, 2016, 30 (05) :673-679
[8]   Retinal Thickness in People with Diabetes and Minimal or No Diabetic Retinopathy: Heidelberg Spectralis Optical Coherence Tomography [J].
Chalam, Kakarla V. ;
Bressler, Susan B. ;
Edwards, Allison R. ;
Berger, Brian B. ;
Bressler, Neil M. ;
Glassman, Adam R. ;
Grover, Sandeep ;
Gupta, Shailesh K. ;
Nielsen, Jared S. .
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2012, 53 (13) :8154-8161
[9]   Diabetic macular morphology changes may occur in the early stage of diabetes [J].
Chen, Yanwei ;
Li, Jianfang ;
Yan, Yan ;
Shen, Xi .
BMC OPHTHALMOLOGY, 2016, 16
[10]   Retinal thickness measurement and evaluation of natural history of the diabetic macular edema through optical coherence tomography [J].
Hannouche, Rosana Zacarias ;
de Avila, Marcos Pereira .
ARQUIVOS BRASILEIROS DE OFTALMOLOGIA, 2009, 72 (04) :433-438