Application of the full-width-at-half-maximum image segmentation method to analyse retinal vascular changes in patients with internal carotid artery stenosis

被引:1
作者
Jiang, Ligang [1 ]
Liu, Mengting [2 ]
Yu, Meiting [1 ]
Lu, Wei [1 ]
Zhang, Zhe [3 ]
Tong, Yuhua [1 ]
机构
[1] Wenzhou Med Univ, Quzhou Peoples Hosp, Quzhou Affiliated Hosp, Quzhou, Zhejiang, Peoples R China
[2] Cent South Univ, Second Xiang Ya Hosp, Changsha, Hunan, Peoples R China
[3] Jinan Univ, Shenzhen Eye Hosp, Shenzhen Eye Inst, Shenzhen, Peoples R China
来源
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY | 2024年 / 12卷
关键词
spectral domain optical coherence tomography (SD-OCT); full width at half Maximum; intelligent image analysis; internal carotid artery Stenosis; retinal arteriolar diameter; retinal venular diameter; ATHEROSCLEROSIS RISK; ARTERIOLAR; HEMODYNAMICS; RETINOPATHY; STROKE;
D O I
10.3389/fcell.2024.1467374
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Background: To investigate the correlation between retinal vascular changes and ICA stenosis by measuring retinal vessels using full-width-at-half-maximum (FWHM) and intelligent image recognition. Methods :This research selected patients who were admitted to the Vascular Surgery Department of Quzhou People's Hospital from January 2018 to December 2020 and were preparing for Carotid Artery Stenting (CAS). Participants were divided into two groups: without ICA stenosis (Group 0) and with ICA stenosis (Group 1). A total of 109 cases were included in the study, with 50 cases in Group 1 and 59 cases in Group 0. Vascular images of superior temporal zone B of the retina were obtained by spectral domain optical coherence tomography (SD-OCT). The edges of retinal vessels were identified by FWHM. Each vessel of all subjects was measured three times with the FWHM, and the average value was taken to obtain the retinal arteriolar lumen diameter (RALD), retinal arteriolar outer diameter (RAOD), retinal venular lumen diameter (RVLD), and retinal venular outer diameter (RVOD),Arterial Wall Thickness (AWT),Venular Wall Thickness (VWT)=(RVOD-RVLD)/2,Arteriovenous Ratio (AVR) = RAOD/RVOD. Results: We found that compared to Group 0, Group 1 had smaller RALD (P < 0.001) and RAOD (P < 0.001), and wider RVOD (P < 0.001), with thicker VWT (P < 0.001). When compared with the contralateral eye in Group 1, the ipsilateral eye exhibited even smaller RALD,RAOD and AVR (P < 0.001, P < 0.001, P < 0.001). After CAS, the RALD,RAOD and AVR in Group 1 increased (P < 0.001, P < 0.001, P < 0.001),while the RVLD and RVOD decreased (P < 0.05, P < 0.001). Our research reveals a significant correlation between retinal vascular changes and internal ICA stenosis. Conclusion: Utilizing SD-OCT in conjunction with the FWHM,we achieved a non-invasive, intelligent, stable, and precise acquisition of data pertaining to retinal vessels. These findings underscore a significant correlation between alterations in retinal vascular structure and the presence of ICA stenosis, as demonstrated by our research.
引用
收藏
页数:11
相关论文
共 22 条
  • [1] The Value of Automated Diabetic Retinopathy Screening with the EyeArt System: A Study of More Than 100,000 Consecutive Encounters from People with Diabetes
    Bhaskaranand, Malavika
    Ramachandra, Chaithanya
    Bhat, Sandeep
    Cuadros, Jorge
    Nittala, Muneeswar G.
    Sadda, Srinivas R.
    Solanki, Kaushal
    [J]. DIABETES TECHNOLOGY & THERAPEUTICS, 2019, 21 (11) : 635 - 643
  • [2] A deep-learning system for the assessment of cardiovascular disease risk via the measurement of retinal-vessel calibre
    Cheung, Carol Y.
    Xu, Dejiang
    Cheng, Ching-Yu
    Sabanayagam, Charumathi
    Tham, Yih-Chung
    Yu, Marco
    Rim, Tyler Hyungtaek
    Chai, Chew Yian
    Gopinath, Bamini
    Mitchell, Paul
    Poulton, Richie
    Moffitt, Terrie E.
    Caspi, Avshalom
    Yam, Jason C.
    Tham, Clement C.
    Jonas, Jost B.
    Wang, Ya Xing
    Song, Su Jeong
    Burrell, Louise M.
    Farouque, Omar
    Li, Ling Jun
    Tan, Gavin
    Ting, Daniel S. W.
    Hsu, Wynne
    Lee, Mong Li
    Wong, Tien Y.
    [J]. NATURE BIOMEDICAL ENGINEERING, 2021, 5 (06) : 498 - +
  • [3] Ocular Fundus Photography as a Tool to Study Stroke and Dementia
    Cheung, Carol Y.
    Chen, Christopher
    Wong, Tien Y.
    [J]. SEMINARS IN NEUROLOGY, 2015, 35 (05) : 481 - 490
  • [4] Retinal Vascular Caliber and Extracranial Carotid Disease in Patients With Acute Ischemic Stroke The Multi-Centre Retinal Stroke (MCRS) Study
    De Silva, Deidre A.
    Liew, Gerald
    Wong, Meng-Cheong
    Chang, Hui-Meng
    Chen, Christopher
    Wang, Jie Jin
    Baker, Michelle L.
    Hand, Peter J.
    Rochtchina, Elena
    Liu, Erica Yang
    Mitchell, Paul
    Lindley, Richard I.
    Wong, Tien Yin
    [J]. STROKE, 2009, 40 (12) : 3695 - 3699
  • [5] Drakou AA, 2011, INT ANGIOL, V30, P547
  • [6] No Evidence for Retinal Damage Evolving from Reduced Retinal Blood Flow in Carotid Artery Disease
    Hessler, Henning
    Zimmermann, Hanna
    Oberwahrenbrock, Timm
    Kadas, Ella Maria
    Mikolajczak, Janine
    Brandt, Alexander U.
    Kauert, Andreas
    Paul, Friedemann
    Schreiber, Stephan J.
    [J]. BIOMED RESEARCH INTERNATIONAL, 2015, 2015
  • [7] Are retinal arteriolar or venular diameters associated with markers for cardiovascular disorders? The Rotterdam Study
    Ikram, MK
    de Jong, FJ
    Vingerling, JR
    Witteman, JCM
    Hofman, A
    Breteler, MMB
    de Jong, PTVM
    [J]. INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2004, 45 (07) : 2129 - 2134
  • [8] Effect of carotid artery stenting on ocular circulation and chronic ocular ischemic syndrome
    Kawaguchi, Shoichiro
    Sakaki, Toshisuke
    Iwahashi, Hideaki
    Fujimoto, Kenta
    Iida, Jun-ichi
    Mishima, Hideaki
    Nishikawa, Norikiyo
    [J]. CEREBROVASCULAR DISEASES, 2006, 22 (5-6) : 402 - 408
  • [9] The relation of retinal vessel caliber to the incidence and progression of diabetic retinopathy - XIX: The Wisconsin epidemiologic study of diabetic retinopathy
    Klein, R
    Klein, BEK
    Moss, SE
    Wong, TY
    Hubbard, L
    Cruickshanks, KJ
    Palta, M
    [J]. ARCHIVES OF OPHTHALMOLOGY, 2004, 122 (01) : 76 - 83
  • [10] Venous stasis retinopathy in symptomatic carotid artery occlusion - Prevalence, cause, and outcome
    Klijn, CJM
    Kappelle, LJ
    van Schooneveld, MJ
    Hoppenreijs, VPT
    Algra, A
    Tulleken, CAF
    van Gijn, J
    [J]. STROKE, 2002, 33 (03) : 695 - 701