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Fanti Z, Braumann UD, Rauscher FG, Ebert T, Bribiesca E, Martinez-Perez ME. Slope Chain Code-based scale-independent tortuosity measurement on retinal vessels. Exp Eye Res 2025:110286. [PMID: 39986365 DOI: 10.1016/j.exer.2025.110286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Revised: 01/09/2025] [Accepted: 02/11/2025] [Indexed: 02/24/2025]
Abstract
Retinal vascular tortuosity presents valuable potential as a clinical biomarker for many relevant vascular and systemic diseases. Our work exhibits twofold: first, the definition of a novel scale-invariant metric to measure retinal blood vessel tortuosity; and second, the generation of a local database, called SCALE-TORT, with the intention of providing a means to test the scale invariance property on real retinal vessels rather than on synthetic data. The proposed scale invariant tortuosity metric is based on the Extended Slope Chain Code which uses variable straight-line segments for describing curves. It is focused on the representation of high-definition curves, the length of the segments is a function of the slope changes of the curve. Scale invariance is an important property when several different retinal image settings or different acquisition sources are used during a particular study or in clinical practice. The database SCALE-TORT, introduced herein, was built semi-automatically from digital images containing the coordinates of blood vessel central lines (curves) taken from images of the same eye obtained by two different imaging methodologies: retinal fundus camera and scanning laser ophthalmoscope. The vessel curves extracted from the same eye are paired for images acquired by the fundus camera and those acquired by the scanning laser ophthalmoscope to evaluate the scale invariance of the metric. Ten different tortuosity metrics were implemented and compared including our proposed metric. Three experiments were conducted to test the metrics and their properties. The first aimed to determine which tortuosity metrics possess the following properties: scale invariance, sensitivity to sudden tortuosity changes when the curve remains constant in size, and how they behave when curves are concatenated. In the second experiment, all reviewed metrics were tested on the publicly available RET-TORT database, to compare the results of the specific metric with the tortuosity classification provided by their experts and in comparison with other authors. Finally, in the third experiment, the behavior of different metrics, including those which are scale-invariant, were tested by utilizing the paired retinal vessel curves from our new SCALE-TORT database. In comparison with other tortuosity metrics, we show that the metric Extended Slope Chain Code proposed in this work optimally complies with scale invariance, in addition to having sufficient sensitivity to detect abrupt changes in tortuosity. Easy implementation being a further plus. Furthermore, we present a new and valueable database for scale property evaluation on images of retinal blood vessels called SCALE-TORT. As far as we are aware, there is no public database with these characteristics.
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Affiliation(s)
- Zian Fanti
- Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas (IIMAS), Universidad Nacional Autónoma de México (UNAM), Apdo. 20-126, Ciudad de Mexico 1000, Mexico.
| | - Ulf-Dietrich Braumann
- Institute for Medical Informatics, Statistics, and Epidemiology (IMISE), Leipzig University, Leipzig 04107, Germany; Interdisciplinary Centre for Bioinformatics (IZBI), Leipzig University, Leipzig 04107, Germany; Institute for Applied Informatics (InfAI) at the Leipzig University, Leipzig 04109, Germany; Fraunhofer Institute for Cell Therapy and Immunology (IZI), Leipzig 04103, Germany; Fraunhofer Center for Microelectronic and Optical Systems for Biomedicine (MEOS), Erfurt 99099, Germany.
| | - Franziska G Rauscher
- Institute for Medical Informatics, Statistics, and Epidemiology (IMISE), Leipzig University, Leipzig 04107, Germany; Leipzig Research Centre for Civilization Diseases (LIFE), Leipzig University, Leipzig 04107, Germany; Institute for Medical Data Science (MDS), Leipzig University Medical Center, Leipzig 04103, Germany.
| | - Thomas Ebert
- Medical Department III Endocrinology, Nephrology, Rheumatology, Leipzig University Medical Center, Leipzig 04103, Germany.
| | - Ernesto Bribiesca
- Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas (IIMAS), Universidad Nacional Autónoma de México (UNAM), Apdo. 20-126, Ciudad de Mexico 1000, Mexico. https://turing.iimas.unam.mx/department-members/ernesto
| | - M Elena Martinez-Perez
- Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas (IIMAS), Universidad Nacional Autónoma de México (UNAM), Apdo. 20-126, Ciudad de Mexico 1000, Mexico.
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Bathrinarayanan PV, Hallam SM, Grover LM, Vigolo D, Simmons MJH. Microfluidics as a Powerful Tool to Investigate Microvascular Dysfunction in Trauma Conditions: A Review of the State-of-the-Art. Adv Biol (Weinh) 2024; 8:e2400037. [PMID: 39031943 DOI: 10.1002/adbi.202400037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Revised: 04/18/2024] [Indexed: 07/22/2024]
Abstract
Skeletal muscle trauma such as fracture or crush injury can result in a life-threatening condition called acute compartment syndrome (ACS), which involves elevated compartmental pressure within a closed osteo-fascial compartment, leading to collapse of the microvasculature and resulting in necrosis of the tissue due to ischemia. Diagnosis of ACS is complex and controversial due to the lack of standardized objective methods, which results in high rates of misdiagnosis/late diagnosis, leading to permanent neuro-muscular damage. ACS pathophysiology is poorly understood at a cellular level due to the lack of physiologically relevant models. In this context, microfluidics organ-on-chip systems (OOCs) provide an exciting opportunity to investigate the cellular mechanisms of microvascular dysfunction that leads to ACS. In this article, the state-of-the-art OOCs designs and strategies used to investigate microvasculature dysfunction mechanisms is reviewed. The differential effects of hemodynamic shear stress on endothelial cell characteristics such as morphology, permeability, and inflammation, all of which are altered during microvascular dysfunction is highlighted. The article then critically reviews the importance of microfluidics to investigate closely related microvascular pathologies that cause ACS. The article concludes by discussing potential biomarkers of ACS with a special emphasis on glycocalyx and providing a future perspective.
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Affiliation(s)
- P Vasanthi Bathrinarayanan
- School of Chemical Engineering, University of Birmingham, Edgbaston, Birmingham, B152TT, UK
- Healthcare Technologies Institute, School of Chemical Engineering, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - S M Hallam
- School of Chemical Engineering, University of Birmingham, Edgbaston, Birmingham, B152TT, UK
| | - L M Grover
- School of Chemical Engineering, University of Birmingham, Edgbaston, Birmingham, B152TT, UK
- Healthcare Technologies Institute, School of Chemical Engineering, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - D Vigolo
- School of Chemical Engineering, University of Birmingham, Edgbaston, Birmingham, B152TT, UK
- The University of Sydney, School of Biomedical Engineering, Sydney, NSW, 2006, Australia
- The University of Sydney Nano Institute, The University of Sydney, Sydney, NSW, 2006, Australia
| | - M J H Simmons
- School of Chemical Engineering, University of Birmingham, Edgbaston, Birmingham, B152TT, UK
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Huynh NT, Zhang E, Francies O, Kuklis F, Allen T, Zhu J, Abeyakoon O, Lucka F, Betcke M, Jaros J, Arridge S, Cox B, Plumb AA, Beard P. A fast all-optical 3D photoacoustic scanner for clinical vascular imaging. Nat Biomed Eng 2024:10.1038/s41551-024-01247-x. [PMID: 39349585 DOI: 10.1038/s41551-024-01247-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 07/28/2024] [Indexed: 10/25/2024]
Abstract
The clinical assessment of microvascular pathologies (in diabetes and in inflammatory skin diseases, for example) requires the visualization of superficial vascular anatomy. Photoacoustic tomography (PAT) scanners based on an all-optical Fabry-Perot ultrasound sensor can provide highly detailed 3D microvascular images, but minutes-long acquisition times have precluded their clinical use. Here we show that scan times can be reduced to a few seconds and even hundreds of milliseconds by parallelizing the optical architecture of the sensor readout, by using excitation lasers with high pulse-repetition frequencies and by exploiting compressed sensing. A PAT scanner with such fast acquisition minimizes motion-related artefacts and allows for the volumetric visualization of individual arterioles, venules, venous valves and millimetre-scale arteries and veins to depths approaching 15 mm, as well as for dynamic 3D images of time-varying tissue perfusion and other haemodynamic events. In exploratory case studies, we used the scanner to visualize and quantify microvascular changes associated with peripheral vascular disease, skin inflammation and rheumatoid arthritis. Fast all-optical PAT may prove useful in cardiovascular medicine, oncology, dermatology and rheumatology.
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Affiliation(s)
- N T Huynh
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London, UK
| | - E Zhang
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London, UK
| | - O Francies
- University College London Hospital NHS Foundation Trust, London, UK
- Imperial College Healthcare NHS Trust, London, UK
| | - F Kuklis
- Faculty of Information Technology, Brno University of Technology, Brno, Czech Republic
| | - T Allen
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - J Zhu
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - O Abeyakoon
- University College London Hospital NHS Foundation Trust, London, UK
| | - F Lucka
- Centrum Wiskunde & Informatica, Amsterdam, the Netherlands
| | - M Betcke
- Department of Computer Science, University College London, London, UK
| | - J Jaros
- Faculty of Information Technology, Brno University of Technology, Brno, Czech Republic
| | - S Arridge
- Department of Computer Science, University College London, London, UK
| | - B Cox
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK
| | - A A Plumb
- University College London Hospital NHS Foundation Trust, London, UK
| | - P Beard
- Department of Medical Physics and Biomedical Engineering, University College London, London, UK.
- Wellcome/EPSRC Centre for Interventional and Surgical Sciences, University College London, London, UK.
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Zhang T, Zhang Y, Liao J, Shepherd S, Huang Z, Macluskey M, Li C. Quantitative assessment of the oral microvasculature using optical coherence tomography angiography. Front Bioeng Biotechnol 2024; 12:1464562. [PMID: 39372434 PMCID: PMC11449849 DOI: 10.3389/fbioe.2024.1464562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2024] [Accepted: 09/05/2024] [Indexed: 10/08/2024] Open
Abstract
Introduction Early diagnosis of oral squamous cell carcinoma can greatly improve treatment success rate and patient survival. Although Optical Coherence Tomography (OCT) based Angiography (OCTA) is a promising in vivo technique in oral imaging, there is a need for objective assessment of oral microvasculature. Methods This study aimed to demonstrate a comprehensive methodology of quantitative assessing OCTA intraoral scanning results to provide measurable, reproducible data and to avoid subjective visual interpretations. Data were collected from 37 healthy subjects in total across four intraoral sites-buccal mucosa (n = 32), labial mucosa (n = 24), floor of the mouth (n = 13), and hard palate (n = 8)-using a non-invasive swept-source OCT system. Four quantitative metrics-vessel area density, vessel skeleton density, vessel diameter index, and a newly proposed weighted Tortuosity Index-were used to assess OCTA images in oral applications. Results The quadruple quantitative assessment's repeatability was evaluated to be reliable. Analysis of a benign ulcer case revealed differences in these metrics compared to healthy cases. Discussion/Conclusion In conclusion, we demonstrated a comprehensive method to quantify microvasculature in the oral cavity, showing considerable promise for early diagnosis and clinical management of oral diseases.
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Affiliation(s)
- Tianyu Zhang
- Centre for Medical Engineering and Technology (CMET), School of Science and Engineering, University of Dundee, Dundee, United Kingdom
- Healthcare Engineering, School of Physics and Engineering Technology, University of York, York, United Kingdom
| | - Yilong Zhang
- Centre for Medical Engineering and Technology (CMET), School of Science and Engineering, University of Dundee, Dundee, United Kingdom
| | - Jinpeng Liao
- Healthcare Engineering, School of Physics and Engineering Technology, University of York, York, United Kingdom
| | - Simon Shepherd
- School of Dentistry, University of Dundee, Dundee, United Kingdom
| | - Zhihong Huang
- Healthcare Engineering, School of Physics and Engineering Technology, University of York, York, United Kingdom
| | | | - Chunhui Li
- Centre for Medical Engineering and Technology (CMET), School of Science and Engineering, University of Dundee, Dundee, United Kingdom
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Zhang J, Ma K, Luo Z, Wang G, Feng Z, Huang Y, Fei K, Liu Y, Xia H, Yuan J, Xiao P. Combining functional and morphological retinal vascular characteristics achieves high-precision diagnosis of mild non-proliferative diabetic retinopathy. J Transl Med 2024; 22:798. [PMID: 39198867 PMCID: PMC11360493 DOI: 10.1186/s12967-024-05597-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 08/10/2024] [Indexed: 09/01/2024] Open
Abstract
BACKGROUND To explore the functional and morphological variations of retinal vessels in diabetes with no clinically detectable retinopathy (NDR) and mild non-proliferative diabetic retinopathy (NPDR) and to establish a high-performance mild NPDR diagnostic model. METHODS Normal subjects and type 2 diabetes patients with NDR and mild NPDR were recruited. Oxygen-saturation-related functional parameter (optical density ratio ODR) and morphological characteristics (fractal dimension Df, vessel area rate VAR, mean vascular diameter Dm, vessel tortuosity τ) of different vascular areas were extracted with single fundus photography and comprehensively analyzed among groups. An interpretable model combining marine predator algorithm (MPA) and support vector machine (SVM) based on characteristic selection was proposed for mild NPDR diagnosis. RESULTS A total of 91 NDR subjects, 75 mild NPDR subjects, and 111 sex- and age-matched normal controls were analyzed. Increased main vessels ODR, while lower VAR of all areas except outer ring macula, lower Dm of all vessels and decreased τ of all areas were associate with NDR (e.g. main vessels ODR: OR [95%CI] 1.42[1.07-1.89], full macula τ:0.53[0.38-0.74]). Increased ODR of all areas, higher Dm of all areas except inner ring macula, increased inner ring macula τ, while decreased Df of full and inner ring macula, lower VAR of all areas were associate with mild NPDR (e.g. main vessels ODR:5.68[3.03-10.65], inner ring macula VAR: 0.48[0.33-0.69]). The MPA-SVM model with selected characteristics obtained the best diagnosis performance (AUC:0.940 ± 0.014; Accuracy:90.4 ± 3.9%; Sensitivity:89.2 ± 6.4%; Specificity:91.3 ± 6.4%). CONCLUSIONS More significant retinal vascular variations are associate with the incidence of mild NPDR than NDR. High-precision mild NPDR diagnosis is achieved combining the morphological and functional vascular characteristics based on characteristic selection.
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Affiliation(s)
- Jinze Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Sun Yat-sen University, Guangzhou, China
| | - Ke Ma
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Sun Yat-sen University, Guangzhou, China
- Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong, China
| | - Zhongzhou Luo
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Sun Yat-sen University, Guangzhou, China
| | - Gengyuan Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Sun Yat-sen University, Guangzhou, China
| | - Ziqing Feng
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Sun Yat-sen University, Guangzhou, China
| | - Yuancong Huang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Sun Yat-sen University, Guangzhou, China
| | - Keyi Fei
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Sun Yat-sen University, Guangzhou, China
| | - Yushuang Liu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Sun Yat-sen University, Guangzhou, China
| | - Honghui Xia
- Department of Ophthalmology, Zhaoqing Gaoyao People's Hospital, Zhaoqing, China
| | - Jin Yuan
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Sun Yat-sen University, Guangzhou, China.
| | - Peng Xiao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangdong Provincial Clinical Research Center for Ocular Diseases, Sun Yat-sen University, Guangzhou, China.
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Aghasadeghi F, Dehghan A. Evaluation of the association between the internal carotid artery and vertebral artery tortuosity and acute ischemic stroke using tortuosity index. Vascular 2024; 32:424-432. [PMID: 36395481 DOI: 10.1177/17085381221140163] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
Abstract
OBJECTIVE To determine the association between the tortuosity of the internal carotid artery and vertebral artery and the occurrence of acute ischemic stroke based on a new quantitative method. METHODS This retrospective case-control study was conducted on 63 patients diagnosed with acute ischemic stroke in the case group and 52 patients in the control group. All the participants underwent neck Computed Tomography Angiography. The images were retrospectively reviewed and the tortuosity index was measured for internal carotid and vertebral artery. Then, a multivariable binary logistic regression model adjusted for the potential confounders was performed to assess the independent effect of internal carotid/vertebral artery tortuosity on acute ischemic stroke. RESULTS Analysis of the logistic regression model revealed a significant effect of the internal carotid artery tortuosity index on anterior territory infarction (odds ratio = 1.04, p = 0.01) as well as a significant effect of the vertebral artery tortuosity index on posterior territory infarction (odds ratio = 1.14, p < 0.001). The optimal cut-off points for the internal carotid and vertebral artery tortuosity were 16.91 and 22.96, respectively. CONCLUSIONS This study showed that tortuosity of extracranial portions of the internal carotid and vertebral artery could be an independent imaging predictor of acute ischemic stroke in anterior and posterior circulation territories, respectively.
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Affiliation(s)
- Firoozeh Aghasadeghi
- Medical Imaging Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Alireza Dehghan
- Medical Imaging Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
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Raffa L, Abudawd O, Bugshan N, Fageeh S, Ramos L, Novo J, Rouco J, Ortega M. Computer-assisted evaluation of retinal vessel tortuosity in moderate-to-late preterm children. Eur J Ophthalmol 2023; 33:1874-1882. [PMID: 36775924 DOI: 10.1177/11206721231157262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/14/2023]
Abstract
PURPOSE Since very preterm children often have increased retinal tortuosity that may indicate decisive architectural changes in the systemic microvascular network, we used a new semi-automatic software to measure retinal vessel tortuosity on fundus digital images of moderate-to-late preterm (MLP) children. METHODS In this observational case-control study, the global and local tortuosity parameters of retinal vessels were evaluated on fundus photographs of 36 MLP children and 36 age- and sex-matched controls. The associations between birth parameters and parameters reflecting retinal vessel tortuosity were evaluated using correlation analysis. RESULTS Even after incorporation of anatomical factors, the global and local tortuosity parameters were not significantly different between groups. The MLP group showed a smaller arteriolar caliber (0.53 ± 0.2) than the controls (0.56 ± 0.2; p = 0.013). Other local tortuosity parameters, such as vessel length, distance to fovea, and distance to optic disc, were not significantly different between arteries and veins. Tortuosity in both groups was higher among vessels closer to the fovea (r = -0.077, p < 0.001) and the optic disc (r = -0.0544, p = 0.009). Global tortuosity showed a weakly positive correlation with gestational age and a weakly negative correlation with birth weight in both groups. CONCLUSION MLP patients did not display increased vessel tortuosity in comparison with the controls; however, the arteriolar caliber in the MLP group was smaller than that in children born full-term. Larger studies should confirm this finding and explore associations between cardiovascular and metabolic status and retinal vessel geometry in MLP children.
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Affiliation(s)
- Lina Raffa
- Department of Ophthalmology, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Ola Abudawd
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Nada Bugshan
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Samiha Fageeh
- Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Lucia Ramos
- VARPA Research Group, Instituto de Investigacion Biomedica de A Coruna (INIBIC), Universidade da Coruna, A Coruna, Spain
| | - Jorge Novo
- Centro de Investigacion CITIC, Universidade da Coruna, A Coruna, Spain
- VARPA Research Group, Instituto de Investigacion Biomedica de A Coruna (INIBIC), Universidade da Coruna, A Coruna, Spain
| | - Jose Rouco
- Centro de Investigacion CITIC, Universidade da Coruna, A Coruna, Spain
- VARPA Research Group, Instituto de Investigacion Biomedica de A Coruna (INIBIC), Universidade da Coruna, A Coruna, Spain
| | - Marcos Ortega
- Centro de Investigacion CITIC, Universidade da Coruna, A Coruna, Spain
- VARPA Research Group, Instituto de Investigacion Biomedica de A Coruna (INIBIC), Universidade da Coruna, A Coruna, Spain
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Asiedu K, Krishnan AV, Kwai N, Poynten A, Markoulli M. Conjunctival microcirculation in ocular and systemic microvascular disease. Clin Exp Optom 2023; 106:694-702. [PMID: 36641840 DOI: 10.1080/08164622.2022.2151872] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 11/09/2022] [Accepted: 11/21/2022] [Indexed: 01/16/2023] Open
Abstract
The conjunctival microcirculation is an accessible complex network of micro vessels whose quantitative assessment can reveal microvascular haemodynamic properties. Currently, algorithms for the measurement of conjunctival haemodynamics use either manual or semi-automated systems, which may provide insight into overall conjunctival health, as well as in ocular and systemic disease. These algorithms include functional slit-lamp biomicroscopy, laser doppler flowmetry, optical coherence tomography angiography, orthogonal polarized spectral imaging, computer-assisted intravitral microscopy, diffuse reflectance spectroscopy and corneal confocal microscopy. Furthermore, several studies have demonstrated a relationship between conjunctival microcirculatory haemodynamics and many diseases such as dry eye disease, Alzheimer's disease, diabetes, hypertension, sepsis, coronary microvascular disease, and sickle cell anaemia. This review aims to describe conjunctival microcirculation, its characteristics, and techniques for its measurement, as well as the association between conjunctival microcirculation and microvascular abnormalities in disease states.
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Affiliation(s)
- Kofi Asiedu
- School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
| | - Arun V Krishnan
- School of Clinical Medicine, University of New South Wales, Sydney, Australia
- Department of Neurology, Prince of Wales Hospital, Sydney, Australia
| | - Natalie Kwai
- School of Medical Sciences, University of sydney, Sydney, Australia
| | - Ann Poynten
- Department of Endocrinology, Prince of Wales Hospital, Sydney, Australia
| | - Maria Markoulli
- School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
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Markoulli M, Ahmad S, Arcot J, Arita R, Benitez-Del-Castillo J, Caffery B, Downie LE, Edwards K, Flanagan J, Labetoulle M, Misra SL, Mrugacz M, Singh S, Sheppard J, Vehof J, Versura P, Willcox MDP, Ziemanski J, Wolffsohn JS. TFOS Lifestyle: Impact of nutrition on the ocular surface. Ocul Surf 2023; 29:226-271. [PMID: 37100346 DOI: 10.1016/j.jtos.2023.04.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Accepted: 04/06/2023] [Indexed: 04/28/2023]
Abstract
Nutrients, required by human bodies to perform life-sustaining functions, are obtained from the diet. They are broadly classified into macronutrients (carbohydrates, lipids, and proteins), micronutrients (vitamins and minerals) and water. All nutrients serve as a source of energy, provide structural support to the body and/or regulate the chemical processes of the body. Food and drinks also consist of non-nutrients that may be beneficial (e.g., antioxidants) or harmful (e.g., dyes or preservatives added to processed foods) to the body and the ocular surface. There is also a complex interplay between systemic disorders and an individual's nutritional status. Changes in the gut microbiome may lead to alterations at the ocular surface. Poor nutrition may exacerbate select systemic conditions. Similarly, certain systemic conditions may affect the uptake, processing and distribution of nutrients by the body. These disorders may lead to deficiencies in micro- and macro-nutrients that are important in maintaining ocular surface health. Medications used to treat these conditions may also cause ocular surface changes. The prevalence of nutrition-related chronic diseases is climbing worldwide. This report sought to review the evidence supporting the impact of nutrition on the ocular surface, either directly or as a consequence of the chronic diseases that result. To address a key question, a systematic review investigated the effects of intentional food restriction on ocular surface health; of the 25 included studies, most investigated Ramadan fasting (56%), followed by bariatric surgery (16%), anorexia nervosa (16%), but none were judged to be of high quality, with no randomized-controlled trials.
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Affiliation(s)
- Maria Markoulli
- School of Optometry and Vision Science, UNSW Sydney, NSW, Australia.
| | - Sumayya Ahmad
- Icahn School of Medicine of Mt. Sinai, New York, NY, USA
| | - Jayashree Arcot
- Food and Health, School of Chemical Engineering, UNSW Sydney, Australia
| | - Reiko Arita
- Department of Ophthalmology, Itoh Clinic, Saitama, Japan
| | | | | | - Laura E Downie
- Department of Optometry and Vision Sciences, The University of Melbourne, Parkville, Victoria, Australia
| | - Katie Edwards
- School of Optometry and Vision Science, Queensland University of Technology, Brisbane, Australia
| | - Judith Flanagan
- School of Optometry and Vision Science, UNSW Sydney, NSW, Australia; Vision CRC, USA
| | - Marc Labetoulle
- Ophthalmology Department, Hospital Bicêtre, APHP, Paris-Saclay University, Le Kremlin-Bicêtre, France; IDMIT (CEA-Paris Saclay-Inserm U1184), Fontenay-aux-Roses, France
| | - Stuti L Misra
- Department of Ophthalmology, New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | | | - Sumeer Singh
- Department of Optometry and Vision Sciences, The University of Melbourne, Parkville, Victoria, Australia
| | - John Sheppard
- Virginia Eye Consultants, Norfolk, VA, USA; Eastern Virginia Medical School, Norfolk, VA, USA
| | - Jelle Vehof
- Departments of Ophthalmology and Epidemiology, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands; Section of Ophthalmology, School of Life Course Sciences, King's College London, London, UK; Department of Ophthalmology, Vestfold Hospital Trust, Tønsberg, Norway
| | - Piera Versura
- Cornea and Ocular Surface Analysis - Translation Research Laboratory, Ophthalmology Unit, DIMEC Alma Mater Studiorum Università di Bologna, Italy; IRCCS AOU di Bologna Policlinico di Sant'Orsola, Bologna, Italy
| | - Mark D P Willcox
- School of Optometry and Vision Science, UNSW Sydney, NSW, Australia
| | - Jillian Ziemanski
- School of Optometry, University of Alabama at Birmingham, Birmingham, AL, USA
| | - James S Wolffsohn
- College of Health & Life Sciences, School of Optometry, Aston University, Birmingham, UK
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10
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Martino F, Barilla' F, Martino E, Placanica G, Paravati V, Bassareo PP. Nailfold capillaroscopy reveals early peripheral microcirculation abnormalities in children affected by heterozygous familial hypercholesterolemia. Microvasc Res 2023; 148:104545. [PMID: 37146675 DOI: 10.1016/j.mvr.2023.104545] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 05/01/2023] [Accepted: 05/01/2023] [Indexed: 05/07/2023]
Abstract
BACKGROUND nailfold capillaroscopy (NCF) is a non-invasive imaging technique to seek peripheral microcirculation abnormalities in children and adults. Familial hypercholesterolemia is a genetic disorder caused by mutations capable of increasing blood levels of low-density lipoproteins cholesterol (LDL-C), thus triggering early atherosclerosis. The study aims at evaluating peripheral microcirculation in children with heterozygous familial hypercholesterolemia (HeFH) by means of NFC in comparison with healthy peers and at searching for possible correlations between these abnormalities and patients' lipid panel. METHODS thirty-six HeFH patients were enrolled (13 males and 23 females. Mean age 8 ± 3 years; age range 3-13 years). They had increased levels of total cholesterol (237.9 ± 34.2 mg/dl) and LDL-C (154.2 ± 37.6 mg/dl). Both values were ≥95th gender and age specific centile. All the subjects in the study underwent NFC. RESULTS In 69.4 % of HeFH children nailfold capillaries were tortuous (p < 0.00001 compared to healthy controls). In 41.6 % the number of capillaries was markedly reduced (<7 capillaries/mm). The mean number of capillaries was 8.4 ± 2.6/mm in HeFH and 12.2 ± 1.4/mm in healthy controls (p < 0.00001). In 100 % of the sample size capillary blood flow was slowed down (p < 0.00001). In 50 % of the sample size a blood "sludge" phenomenon was seen (p < 0.00001). No gender differences were detected. Sludge phenomenon was seen only in those with LDL-C over 99th centile (p < 0.00001). CONCLUSION NCF allows the identification of an early peripheral microvascular dysfunction in HeFH children which is similar to that already seen in atherosclerotic disease. Prompt identification of these capillary abnormalities may be crucial in implementing early prevention measures.
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Affiliation(s)
- Francesco Martino
- Sapienza University of Rome, Department of Internal Medicine, Anaesthesiology, and Cardiovascular Sciences, 00161 Rome, Italy
| | - Francesco Barilla'
- Department of Systems Medicine, Tor Vergata University of Rome, 00133 Rome, Italy
| | - Eliana Martino
- Sapienza University of Rome, Department of Internal Medicine, Anaesthesiology, and Cardiovascular Sciences, 00161 Rome, Italy
| | - Giuseppe Placanica
- Department of Cardiovascular, Nephrological, Anaesthesiological, and Geriatric Sciences, Sapienza University of Rome, 00133 Rome, Italy
| | - Vincenzo Paravati
- Sapienza University of Rome, Department of Internal Medicine, Anaesthesiology, and Cardiovascular Sciences, 00161 Rome, Italy
| | - Pier Paolo Bassareo
- University College of Dublin, School of Medicine, Mater Misericordiae University Hospital and Children's Health Ireland at Crumlin, Dublin, Ireland.
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11
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Kam CY, Singh ID, Gonzalez DG, Matte-Martone C, Solá P, Solanas G, Bonjoch J, Marsh E, Hirschi KK, Greco V. Mechanisms of skin vascular maturation and maintenance captured by longitudinal imaging of live mice. Cell 2023; 186:2345-2360.e16. [PMID: 37167971 PMCID: PMC10225355 DOI: 10.1016/j.cell.2023.04.017] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Revised: 02/03/2023] [Accepted: 04/11/2023] [Indexed: 05/13/2023]
Abstract
A functional network of blood vessels is essential for organ growth and homeostasis, yet how the vasculature matures and maintains homeostasis remains elusive in live mice. By longitudinally tracking the same neonatal endothelial cells (ECs) over days to weeks, we found that capillary plexus expansion is driven by vessel regression to optimize network perfusion. Neonatal ECs rearrange positions to evenly distribute throughout the developing plexus and become positionally stable in adulthood. Upon local ablation, adult ECs survive through a plasmalemmal self-repair response, while neonatal ECs are predisposed to die. Furthermore, adult ECs reactivate migration to assist vessel repair. Global ablation reveals coordinated maintenance of the adult vascular architecture that allows for eventual network recovery. Lastly, neonatal remodeling and adult maintenance of the skin vascular plexus are orchestrated by temporally restricted, neonatal VEGFR2 signaling. Our work sheds light on fundamental mechanisms that underlie both vascular maturation and adult homeostasis in vivo.
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Affiliation(s)
- Chen Yuan Kam
- Department of Genetics, Yale School of Medicine, New Haven, CT 06510, USA
| | - Ishani D Singh
- Department of Genetics, Yale School of Medicine, New Haven, CT 06510, USA
| | - David G Gonzalez
- Department of Genetics, Yale School of Medicine, New Haven, CT 06510, USA
| | | | - Paloma Solá
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, 08028 Barcelona, Spain
| | - Guiomar Solanas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, 08028 Barcelona, Spain
| | - Júlia Bonjoch
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, 08028 Barcelona, Spain
| | - Edward Marsh
- Department of Genetics, Yale School of Medicine, New Haven, CT 06510, USA
| | - Karen K Hirschi
- Department of Cell Biology, University of Virginia School of Medicine, Charlottesville, VA 22908, USA.
| | - Valentina Greco
- Department of Genetics, Yale School of Medicine, New Haven, CT 06510, USA; Departments of Cell Biology and Dermatology, Yale Stem Cell Center, Yale Cancer Center, Yale School of Medicine, New Haven, CT 06510, USA.
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12
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Wei W, Lao H, Tan Y, Liang S, Ye Z, Qin C, Tang Y. Vascular tortuosity is related to reduced thalamic volume after middle cerebral artery occlusion. Heliyon 2023; 9:e15581. [PMID: 37159683 PMCID: PMC10163615 DOI: 10.1016/j.heliyon.2023.e15581] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2022] [Revised: 03/24/2023] [Accepted: 04/14/2023] [Indexed: 05/11/2023] Open
Abstract
The mechanisms underlying secondary brain injury in remote areas remains unclear. This study aimed to investigate the relationship between vascular tortuosity and thalamic volume. METHODS In this study, we retrospectively analyzed sixty-five patients with unilateral middle cerebral artery occlusion (MCAO) who underwent magnetic resonance angiography. We compared the vascular tortuosity in patients with MCAO and controls, and analyzed the relationship between vascular tortuosity and thalamic volume. RESULTS Compared with controls, the MCAO group exhibited a significantly smaller thalamus volume on the affected side (5874 ± 183 mm3 vs. 5635 ± 383 mm3, p < 0.0001). The vascular tortuosity of the posterior cerebral artery (PCA) was higher in the MCAO group than in the controls (82.8 ± 17.3 vs. 76.7 ± 17.3, p = 0.040). Logistic regression analysis revealed that PCA tortuosity was an independent risk factor for reduced thalamic volume after MCAO (p = 0.034). In the subgroup analysis, only the 4-7-day group was not statistically different in thalamic volume between the MCAO and control groups. In the MCAO group, patients older than 60 years and female patients had a more tortuous PCA. CONCLUSION Reduced thalamic volume after MCAO was associated with a tortuous PCA. After MCAO, PCA tortuosity increased more significantly in patients aged >60 years and in female patients.
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Affiliation(s)
- Wenxin Wei
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China
| | - Huan Lao
- School of Artificial Intelligence, Guangxi Minzu University, Nanning, Guangxi 530000, China
| | - Yafu Tan
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China
| | - Shushu Liang
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China
| | - Ziming Ye
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China
| | - Chao Qin
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China
- Corresponding author.
| | - Yanyan Tang
- Department of Neurology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China
- Corresponding author.
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13
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Mete A, Dogan L, Ozcakmakci GB, Sayiner ZA, Gungor K. Ocular findings and their correlation with disease severity in Fabry disease in South-East Anatolia. Int Ophthalmol 2023:10.1007/s10792-022-02626-6. [PMID: 36595126 DOI: 10.1007/s10792-022-02626-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 12/20/2022] [Indexed: 01/04/2023]
Abstract
PURPOSE To evaluate the ocular findings and the relationship between these findings and the disease severity of patients with Fabry disease (FD) in South-East Anatolia. METHODS We enrolled the 24 eyes of 24 patients with FD and the disease severity scores were obtained with FD severity scoring system (DS3). The relationship between the presence of any ocular findings and DS3 scores was evaluated. RESULTS The mean age of the patients was 35.2 ± 8.6 years. The mean DS3 score and α-galactosidase A enzyme activity of the patients was 7.04 ± 3.71 and 1.93 ± 0.84 μmol/l/h, respectively. Of the 24 patients, 20 (83.3%) had cornea verticillate (CV), 18 (75%) had tortuous conjunctival vessels, 15 (62.5%) had tortuous retinal vessels and 3 (12.5%) had lens opacities. The ocular vascular abnormalities were associated with disease severity (p < 0.05); however, the presence of CV did not affect the DS3 scores (p > 0.05). CONCLUSIONS According to our study, the patients with ocular vascular abnormalities associated with FD had more severe disease than those who did not have an abnormality. CV was the most common ocular finding in FD, but it has no association with disease severity.
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Affiliation(s)
- Alper Mete
- Department of Ophthalmology, Gaziantep University Hospital, Gaziantep, Turkey
| | - Levent Dogan
- Department of Ophthalmology, Kilis State Hospital, Kilis, Turkey.
| | | | - Zeynel Abidin Sayiner
- Department of Endocrinology and Metabolism, Gaziantep University Hospital, Gaziantep, Turkey
| | - Kivanc Gungor
- Department of Ophthalmology, Gaziantep University Hospital, Gaziantep, Turkey
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14
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Gao H, You W, Wei D, Lv J, Sun W, Li Y. Tortuosity of parent artery predicts in-stent stenosis after pipeline flow-diverter stenting for internal carotid artery aneurysms. Front Neurol 2022; 13:1034402. [PMID: 36313497 PMCID: PMC9596983 DOI: 10.3389/fneur.2022.1034402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 09/27/2022] [Indexed: 12/04/2022] Open
Abstract
Background and purpose The relationship between the tortuosity of the parent artery and treatment outcomes is not well established. We investigate the association between parent artery tortuosity and flow diverter (FD) treatment outcomes in patients with internal carotid artery aneurysms in this study. Methods A retrospective review study was conducted to identify all patients with internal carotid artery aneurysms who were implanted with Pipeline embolization device (PED) between 2016 and 2020. The relationship between parent artery tortuosity and aneurysm complete occlusion (CO) and in-stent stenosis (ISS) was analyzed. The mathematical parameters “Curvature”, “torsion”, and “DM” extracted from the parent artery were utilized to quantify the parent artery tortuosity. A vascular narrowing of greater than 25% was categorized as ISS. Logistic regression analysis was used to identify significant independent predictors. Furthermore, we compared the performance of four machine learning algorithms and Logistic Regression model in predicting ISS. Results This research included 62 patients who with internal carotid artery aneurysms. In 49 (79%) cases, follow-up angiography (mean follow-up duration 11.7 ±7.3 months) revealed CO of the aneurysm. ISS was detected in 22 (35.5%) cases. According to univariate analysis, parent artery tortuosity and other variables were not associated with CO (p > 0.1). Maximum curvature (OR = 1.084; 95% CI, 1.008–1.165; p = 0.03) and DM (OR = 0.01; 95% CI, 0–0.488; p = 0.02) exhibited strong independent associations with ISS in multivariate analysis. The SVM model is superior to the conventional Logistic Regression model and the other models in predicting ISS. Conclusions The tortuosity of the parent artery may affect the treatment outcome of FD stenting. We found that parent artery tortuosity was associated with ISS, but not with aneurysm complete occlusion following PED stenting for internal carotid artery aneurysms in this study. Parent arteries with higher maximum curvature and lower DM were more likely to develop ISS.
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Affiliation(s)
- Haibin Gao
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute and Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Neurosurgery, Beijing Boai Hospital, China Rehabilitation Research Center, Beijing, China
- College of Rehabilitation, Capital Medical University, Beijing, China
| | - Wei You
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute and Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Beijing Engineering Research Center, Beijing, China
| | - Dachao Wei
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute and Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Beijing Engineering Research Center, Beijing, China
| | - Jian Lv
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute and Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Beijing Engineering Research Center, Beijing, China
| | - Wei Sun
- Department of Neurosurgery, Beijing Boai Hospital, China Rehabilitation Research Center, Beijing, China
- College of Rehabilitation, Capital Medical University, Beijing, China
- *Correspondence: Wei Sun
| | - Youxiang Li
- Department of Interventional Neuroradiology, Beijing Neurosurgical Institute and Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Beijing Engineering Research Center, Beijing, China
- Youxiang Li
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15
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Krzyżewski RM, Kliś KM, Kwinta BM, Łasocha B, Brzegowy P, Popiela TJ, Gąsowski J. Subarachnoid Hemorrhage from Ruptured Internal Carotid Artery Aneurysm: Association with Arterial Tortuosity. World Neurosurg 2022; 166:e84-e92. [PMID: 35811029 DOI: 10.1016/j.wneu.2022.06.101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 06/18/2022] [Accepted: 06/20/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE Many researchers have found a correlation between tortuous arteries and development of aneurysms in cerebral arteries. We decided to determine whether tortuosity of the internal carotid artery can be related to its aneurysm rupture. METHODS We retrospectively analyzed the internal carotid artery anatomy of 149 patients with internal carotid artery aneurysms. For each patient, we calculated relative length (RL), sum of angle metrics (SOAM), triangular index (TI), product of angle distance (PAD), and inflection count metrics (ICM). RESULTS A total of 33 patients (22.15%) had subarachnoid hemorrhage. These patients had significantly lower SOAM (0.31 ± 0.17 vs. 0.42 ± 0.21; P < 0.01), TI (0.27 ± 0.09 vs. 0.31 ± 0.11; P = 0.03) and ICM (0.25 ± 0.11 vs. 0.31 ± 0.17; P = 0.04). In multivariate logistic regression analysis, higher SOAM (odds ratio, 0.780; 95% confidence interval, 0.619-0.961; P = 0.025) remained independently associated with lower risk of internal carotid artery aneurysm rupture. In addition, we found significant positive correlation of aneurysm dome size with SOAM (R = 0.224; P = 0.013) and PAD (0.269; P < 0.01). Our study also showed that age (R = 0.252; P = 0.036), Glasgow Coma Scale score (R = -0.706; P < 0.01), and TI (R = -0.249; P = 0.042) were independently correlated with modified Rankin Scale score on discharge. CONCLUSIONS Lower tortuosity might be a protective factor against internal carotid artery aneurysm rupture and poor outcome after subarachnoid hemorrhage. Higher tortuosity is correlated with internal carotid artery aneurysm growth.
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Affiliation(s)
- Roger M Krzyżewski
- Departments of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Kraków, Poland.
| | - Kornelia M Kliś
- Departments of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Kraków, Poland
| | - Borys M Kwinta
- Departments of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Kraków, Poland
| | - Bartłomiej Łasocha
- Department of Radiology, Jagiellonian University Medical College, Kraków, Poland
| | - Paweł Brzegowy
- Department of Radiology, Jagiellonian University Medical College, Kraków, Poland
| | - Tadeusz J Popiela
- Department of Radiology, Jagiellonian University Medical College, Kraków, Poland
| | - Jerzy Gąsowski
- Departments of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland
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16
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Mohamed Mokhtarudin MJ, Wan Abd. Naim WN, Shabudin A, Payne SJ. Multiscale modelling of brain tissue oxygen and glucose dynamics in tortuous capillary during ischaemia-reperfusion. APPLIED MATHEMATICAL MODELLING 2022; 109:358-373. [DOI: 10.1016/j.apm.2022.04.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
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17
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DuPont M, Lambert S, Rodriguez‐Martin A, Hernandez O, Lagatuz M, Yilmaz T, Foderaro A, Baird GL, Parsons‐Wingerter P, Lahm T, Grant MB, Ventetuolo CE. Retinal vessel changes in pulmonary arterial hypertension. Pulm Circ 2022; 12:e12035. [PMID: 35506088 PMCID: PMC9052984 DOI: 10.1002/pul2.12035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 12/06/2021] [Accepted: 12/07/2021] [Indexed: 11/06/2022] Open
Abstract
Pulmonary arterial hypertension (PAH) is classically considered an isolated small vessel vasculopathy of the lungs with peripheral pulmonary vascular obliteration. Systemic manifestations of PAH are increasingly acknowledged, but data remain limited. We hypothesized that retinal vascular changes occur in PAH. PAH subjects underwent retinal fluorescein angiography (FA) and routine disease severity measures were collected from the medical record. FA studies were analyzed using VESsel GENerational Analysis (VESGEN), a noninvasive, user‐interactive computer software that assigns branching generation to large and small vessels. FAs from controls (n = 8) and PAH subjects (n = 9) were compared. The tortuosity of retinal arteries was higher in PAH subjects compared to unmatched controls (1.17, 95% confidence interval: [1.14, 1.20] in PAH vs. 1.13, 95% CI: [1.12, 1.14] in controls, p = 0.01). Venous tortuosity was higher and more variable in PAH (1.17, 95% CI: [1.14, 1.20]) compared to controls (1.13, 95% CI: [1.12, 1.15]), p = 0.02. PAH subjects without connective tissue disease had the highest degree of retinal tortuosity relative to controls (arterial, p = 0.01; venous, p = 0.03). Younger PAH subjects had greater retinal arterial tortuosity, which attenuated with age and was not observed in controls. Retinal vascular parameters correlated with some clinical measures of disease in PAH subjects. In conclusion, PAH subjects exhibit higher retinal vascular tortuosity. Retinal vascular changes may track with pulmonary vascular disease progression. Use of FA and VESGEN may facilitate early, noninvasive detection of PAH.
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Affiliation(s)
- Mariana DuPont
- Department of Ophthalmology and Visual Sciences University of Alabama at Birmingham Birmingham Alabama USA
| | - Savanna Lambert
- School of Public Health University of Alabama Birmingham Birmingham Alabama USA
| | - Antonio Rodriguez‐Martin
- Department of Clinical & Diagnostic Sciences University of Alabama at Birmingham Birmingham Alabama USA
| | - Okaeri Hernandez
- Department of Biology University of Alabama at Birmingham Birmingham Alabama USA
| | - Mark Lagatuz
- Redline Performance Solutions, Ames Research Center National Aeronautics and Space Administration Moffett Field California USA
| | - Tayg Yilmaz
- Division of Ophthalmology and Department of Surgery Alpert Medical School of Brown University Providence Rhode Island USA
| | - Andrew Foderaro
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine Alpert Medical School of Brown University Providence Rhode Island USA
| | - Grayson L. Baird
- Department of Diagnostic Imaging, Alpert Medical School of Brown University Rhode Island Hospital Providence Rhode Island USA
| | - Patricia Parsons‐Wingerter
- Low Gravity Exploration Technology, Research, and Engineering Directorate, John Glenn Research Center National Aeronautics and Space Administration Cleveland Ohio USA
| | - Tim Lahm
- Department of Medicine, Division of Pulmonary Critical Care, Occupational and Sleep Medicine Indiana University Indianapolis Indiana USA
- Department of Anatomy, Cell Biology & Physiology Indiana University Indianapolis Indiana USA
- Richard L. Roudebush VA Medical Center Indianapolis Indiana USA
- Department of Health Services, Policy and Practice Brown University School of Public Health Providence Rhode Island USA
| | - Maria B. Grant
- Department of Ophthalmology and Visual Sciences University of Alabama at Birmingham Birmingham Alabama USA
| | - Corey E. Ventetuolo
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine Alpert Medical School of Brown University Providence Rhode Island USA
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18
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Babenko B, Mitani A, Traynis I, Kitade N, Singh P, Maa AY, Cuadros J, Corrado GS, Peng L, Webster DR, Varadarajan A, Hammel N, Liu Y. Detection of signs of disease in external photographs of the eyes via deep learning. Nat Biomed Eng 2022; 6:1370-1383. [PMID: 35352000 PMCID: PMC8963675 DOI: 10.1038/s41551-022-00867-5] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 02/15/2022] [Indexed: 01/14/2023]
Abstract
Retinal fundus photographs can be used to detect a range of retinal conditions. Here we show that deep-learning models trained instead on external photographs of the eyes can be used to detect diabetic retinopathy (DR), diabetic macular oedema and poor blood glucose control. We developed the models using eye photographs from 145,832 patients with diabetes from 301 DR screening sites and evaluated the models on four tasks and four validation datasets with a total of 48,644 patients from 198 additional screening sites. For all four tasks, the predictive performance of the deep-learning models was significantly higher than the performance of logistic regression models using self-reported demographic and medical history data, and the predictions generalized to patients with dilated pupils, to patients from a different DR screening programme and to a general eye care programme that included diabetics and non-diabetics. We also explored the use of the deep-learning models for the detection of elevated lipid levels. The utility of external eye photographs for the diagnosis and management of diseases should be further validated with images from different cameras and patient populations.
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Affiliation(s)
- Boris Babenko
- grid.420451.60000 0004 0635 6729Google Health, Palo Alto, CA USA
| | - Akinori Mitani
- grid.420451.60000 0004 0635 6729Google Health, Palo Alto, CA USA ,Artera, Mountain View, CA, USA
| | - Ilana Traynis
- Google Health via Advanced Clinical, Deerfield, IL USA
| | - Naho Kitade
- grid.420451.60000 0004 0635 6729Google Health, Palo Alto, CA USA
| | - Preeti Singh
- grid.420451.60000 0004 0635 6729Google Health, Palo Alto, CA USA
| | - April Y. Maa
- grid.189967.80000 0001 0941 6502Department of Ophthalmology, Emory University School of Medicine, Atlanta, GA USA ,grid.484324.d0000 0004 0420 9995Regional Telehealth Services, Technology-based Eye Care Services (TECS) Division, Veterans Integrated Service Network (VISN) 7, Decatur, GA USA
| | | | - Greg S. Corrado
- grid.420451.60000 0004 0635 6729Google Health, Palo Alto, CA USA
| | - Lily Peng
- grid.420451.60000 0004 0635 6729Google Health, Palo Alto, CA USA
| | - Dale R. Webster
- grid.420451.60000 0004 0635 6729Google Health, Palo Alto, CA USA
| | | | - Naama Hammel
- grid.420451.60000 0004 0635 6729Google Health, Palo Alto, CA USA
| | - Yun Liu
- grid.420451.60000 0004 0635 6729Google Health, Palo Alto, CA USA
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19
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Tortuosity Index Calculations in Retinal Images: Some Criticalities Arising from Commonly Used Approaches. INFORMATION 2021. [DOI: 10.3390/info12110466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
A growing body of research in retinal imaging is recently considering vascular tortuosity measures or indexes, with definitions and methods mostly derived from cardiovascular research. However, retinal microvasculature has its own peculiarities that must be considered in order to produce reliable measurements. This study analyzed and compared various derived metrics (e.g., TI, TI_avg, TI*CV) across four existing computational workflows. Specifically, the implementation of the models on two critical OCT images highlighted main pitfalls of the methods, which may fail in reliably differentiating a highly tortuous image from a normal one. A tentative, encouraging approach to mitigate the issue on the same OCT exemplificative images is described in the paper, based on the suggested index TI*CV.
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20
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Prevalence, risk factors, and coronary angiographic profile in patients with tortuous coronary artery. COR ET VASA 2021. [DOI: 10.33678/cor.2021.057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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21
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Kalló G, Varga AK, Szabó J, Emri M, Tőzsér J, Csutak A, Csősz É. Reduced Level of Tear Antimicrobial and Immunomodulatory Proteins as a Possible Reason for Higher Ocular Infections in Diabetic Patients. Pathogens 2021; 10:pathogens10070883. [PMID: 34358033 PMCID: PMC8308669 DOI: 10.3390/pathogens10070883] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 07/06/2021] [Accepted: 07/09/2021] [Indexed: 11/16/2022] Open
Abstract
(1) Background: Diabetes mellitus is one of the most common metabolic disorders and a risk factor for bacterial ocular infections. Our aim was to examine the antibacterial activity of tears from patients with diabetes mellitus with and without diabetic retinopathy and to link this activity to the level of tear proteins. (2) Methods: Non-stimulated basal tears were collected from 39 eyes of 35 subjects. The antibacterial activity of tear pools was tested against pathogenic Staphylococcus aureus ATCC 29213, Escherichia coli ATCC 26922 and Pseudomonas aeruginosa ATCC 27853 strains. The levels of 10 antimicrobial and immunomodulatory proteins were analyzed in the individual tear samples of the studied groups by SRM-based targeted mass spectrometry analysis. (3) Results: Disease stage-specific antimicrobial effect was observed in case of Staphylococcus aureus ATCC 29213 strain, and a non-disease specific inhibitory effect was observed in case of Pseudomonas aeruginosa ATCC 27853 strain. Changes in the levels of the studied antimicrobial and immunomodulatory proteins in the tears of the studied groups were also observed. (4) Conclusions: The higher ocular infection rate observed in diabetic patients may be the consequence of the decreased antimicrobial activity of tears possibly caused by the changes in the levels of antimicrobial and immunomodulatory proteins.
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Affiliation(s)
- Gergő Kalló
- Proteomics Core Facility, Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1, 4032 Debrecen, Hungary; (G.K.); (A.K.V.); (J.T.)
- Biomarker Research Group, Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1, 4032 Debrecen, Hungary
| | - Anita Katalin Varga
- Proteomics Core Facility, Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1, 4032 Debrecen, Hungary; (G.K.); (A.K.V.); (J.T.)
- Biomarker Research Group, Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1, 4032 Debrecen, Hungary
| | - Judit Szabó
- Department of Medical Microbiology, Faculty of Medicine, University of Debrecen, Nagyerdei krt. 98, 4032 Debrecen, Hungary;
| | - Miklós Emri
- Department of Medical Imaging, Division of Nuclear Medicine and Translational Imaging Faculty of Medicine, University of Debrecen, Egyetem tér 1, 4032 Debrecen, Hungary;
| | - József Tőzsér
- Proteomics Core Facility, Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1, 4032 Debrecen, Hungary; (G.K.); (A.K.V.); (J.T.)
- Biomarker Research Group, Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1, 4032 Debrecen, Hungary
- Laboratory of Retroviral Biochemistry, Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1, 4032 Debrecen, Hungary
| | - Adrienne Csutak
- Department of Ophthalmology, Faculty of Medicine, University of Debrecen, Egyetem tér 1, 4032 Debrecen, Hungary;
- Department of Ophthalmology, Faculty of Medicine, University of Pécs, Rákóczi út 2, 7623 Pécs, Hungary
| | - Éva Csősz
- Proteomics Core Facility, Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1, 4032 Debrecen, Hungary; (G.K.); (A.K.V.); (J.T.)
- Biomarker Research Group, Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Egyetem tér 1, 4032 Debrecen, Hungary
- Correspondence: ; Tel.: +36-52-416-432; Fax: +36-52-314-989
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22
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Jones I, Hägglund AC, Carlsson L. Reduced mTORC1-signaling in retinal ganglion cells leads to vascular retinopathy. Dev Dyn 2021; 251:321-335. [PMID: 34148274 DOI: 10.1002/dvdy.389] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 06/11/2021] [Accepted: 06/15/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The coordinated wiring of neurons, glia and endothelial cells into neurovascular units is critical for central nervous system development. This is best exemplified in the mammalian retina where interneurons, astrocytes and retinal ganglion cells sculpt their vascular environment to meet the metabolic demands of visual function. Identifying the molecular networks that underlie neurovascular unit formation is an important step towards a deeper understanding of nervous system development and function. RESULTS Here, we report that cell-to-cell mTORC1-signaling is essential for neurovascular unit formation during mouse retinal development. Using a conditional knockout approach we demonstrate that reduced mTORC1 activity in asymmetrically positioned retinal ganglion cells induces a delay in postnatal vascular network formation in addition to the production of rudimentary and tortuous vessel networks in adult animals. The severity of this vascular phenotype is directly correlated to the degree of mTORC1 down regulation within the neighboring retinal ganglion cell population. CONCLUSIONS This study establishes a cell nonautonomous role for mTORC1-signaling during retinal development. These findings contribute to our current understanding of neurovascular unit formation and demonstrate how ganglion cells actively sculpt their local environment to ensure that the retina is perfused with an appropriate supply of oxygen and nutrients.
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Affiliation(s)
- Iwan Jones
- Umeå Center for Molecular Medicine (UCMM), Umeå University, Umeå, Sweden
| | | | - Leif Carlsson
- Umeå Center for Molecular Medicine (UCMM), Umeå University, Umeå, Sweden
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23
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Silva MB, Shoaib M, Miyara SJ, Guevara S, McCann-Molmenti A, Silva HC, Watt S, Zafeiropoulos S, Hayashida K, Takegawa R, Shinozaki K, Choudhary RC, Cho YM, Kressel AM, Alsalmay YM, Grande DA, Cicalese L, Aranalde GI, Covelli G, Becker LB, Shore-Lesserson L, Molmenti EP. External Stenting (Exostenting) to Correct Vascular Torsion and Angulation. Int J Angiol 2021; 32:128-130. [DOI: 10.1055/s-0041-1727132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Abstract
AbstractOrgan transplantation can be associated with vascular torsions and angulations of both recipient and donor vessels. Such kinks and/or torsions of vessels can compromise the vascular integrity, obstruct inflow and/or outflow, and result in loss of the organ and/or body parts. On many occasions, mild angulations and torsions can be successfully addressed by repositioning the organ. In cases where the abnormal findings persist, maneuvers such as placing a fat pad to create a smoother curve, or even opening the peritoneum (in the case of kidney transplants) to allow for a better positioning of the organ, are associated with successful outcomes. When such torsions/angulations persist despite these approaches, further innovative tactics are required. In the current report, we propose a technique that involves longitudinally opening of a synthetic graft that is rigid enough to maintain its shape, such as a ringed polytetrafluoroethylene graft, and placing it as an external stent around the angulated/torsioned vessel. This maneuver will correct the underlying vascular compromise without having to perform any further invasive interventions, such as reimplanting the organ or resecting part of the involved vessel. Although primarily illustrated for application by describing an instance in which exostenting was applied during kidney transplantation, our approach could be applied to any vessel under many circumstances where angulations/twists are encountered. In this report, we describe the use of an external stent, also called exostenting, to correct a severe torsion/angulation of the external iliac artery in a kidney transplant recipient where all other measures were unsuccessful.
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Affiliation(s)
- Michael B. Silva
- Department of Surgery, University of Texas Medical Branch (UTMB), Galveston, Texas
| | - Muhammad Shoaib
- Department of Emergency Medicine, North Shore University Hospital, Manhasset, New York
- The Feinstein Institutes for Medical Research, Manhasset, New York
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
| | - Santiago J. Miyara
- The Feinstein Institutes for Medical Research, Manhasset, New York
- Elmezzi Graduate School of Molecular Medicine, Manhasset, New York
| | - Sara Guevara
- Department of Surgery, North Shore University Hospital, Manhasset, New York
| | | | - H. Colleen Silva
- Department of Surgery, University of Texas Medical Branch (UTMB), Galveston, Texas
| | - Stacey Watt
- University at Buffalo, Jacobs School of Medicine and Biomedical Sciences, Buffalo, New York
| | - Stefanos Zafeiropoulos
- The Feinstein Institutes for Medical Research, Manhasset, New York
- Elmezzi Graduate School of Molecular Medicine, Manhasset, New York
| | - Kei Hayashida
- Department of Emergency Medicine, North Shore University Hospital, Manhasset, New York
- The Feinstein Institutes for Medical Research, Manhasset, New York
| | - Ryosuke Takegawa
- Department of Emergency Medicine, North Shore University Hospital, Manhasset, New York
- The Feinstein Institutes for Medical Research, Manhasset, New York
| | - Koichiro Shinozaki
- Department of Emergency Medicine, North Shore University Hospital, Manhasset, New York
- The Feinstein Institutes for Medical Research, Manhasset, New York
| | - Rishabh C. Choudhary
- Department of Emergency Medicine, North Shore University Hospital, Manhasset, New York
- The Feinstein Institutes for Medical Research, Manhasset, New York
| | - Young Min Cho
- The Feinstein Institutes for Medical Research, Manhasset, New York
- Department of Surgery, North Shore University Hospital, Manhasset, New York
| | - Adam M. Kressel
- The Feinstein Institutes for Medical Research, Manhasset, New York
- Department of Surgery, North Shore University Hospital, Manhasset, New York
| | - Yaser M. Alsalmay
- Department of Surgery, North Shore University Hospital, Manhasset, New York
| | - Daniel A. Grande
- The Feinstein Institutes for Medical Research, Manhasset, New York
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
- Elmezzi Graduate School of Molecular Medicine, Manhasset, New York
| | - Luca Cicalese
- Department of Surgery, University of Texas Medical Branch (UTMB), Galveston, Texas
| | | | - Grace Covelli
- School of Medicine, Uniformed Services University of the Health Sciences, Bethesda, Maryland
| | - Lance B. Becker
- Department of Emergency Medicine, North Shore University Hospital, Manhasset, New York
- The Feinstein Institutes for Medical Research, Manhasset, New York
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
- Elmezzi Graduate School of Molecular Medicine, Manhasset, New York
- Department of Surgery, North Shore University Hospital, Manhasset, New York
| | - Linda Shore-Lesserson
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
- Department of Anesthesiology, North Shore University Hospital, Manhasset, New York
| | - Ernesto P. Molmenti
- Department of Emergency Medicine, North Shore University Hospital, Manhasset, New York
- The Feinstein Institutes for Medical Research, Manhasset, New York
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York
- Department of Surgery, North Shore University Hospital, Manhasset, New York
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24
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Romano V, Steger B, Ahmad M, Coco G, Pagano L, Ahmad S, Zhao Y, Zheng Y, Kaye SB. Imaging of vascular abnormalities in ocular surface disease. Surv Ophthalmol 2021; 67:31-51. [PMID: 33992663 DOI: 10.1016/j.survophthal.2021.05.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 04/25/2021] [Accepted: 05/03/2021] [Indexed: 12/13/2022]
Abstract
The vascular system of the ocular surface plays a central role in infectious, autoimmune, inflammatory, traumatic and neoplastic diseases. The development, application, and monitoring of treatments for vascular abnormalities depends on the in vivo analysis of the ocular surface vasculature. Until recently, ocular surface vascular imaging was confined to biomicroscopic and color photographic assessment, both limited by poor reproducibility and the inability to image lymphatic vasculature in vivo. The evolvement and clinical implementation of innovative imaging modalities including confocal microscopy, intravenous, and optical coherence tomography-based angiography now allows standardized quantitative and functional vascular assessment with potential applicability to automated analysis algorithms and diagnostics.
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Affiliation(s)
- Vito Romano
- Corneal and External Eye Disease Service, The Royal Liverpool University Hospital, Liverpool, UK; Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK.
| | - Bernhard Steger
- Department of Ophthalmology, Medical University of Innsbruck, Innsbruck, Austria
| | - Mohammad Ahmad
- Corneal and External Eye Disease Service, The Royal Liverpool University Hospital, Liverpool, UK
| | - Giulia Coco
- Corneal and External Eye Disease Service, The Royal Liverpool University Hospital, Liverpool, UK; Department of Clinical Science and Translational Medicine, University of Rome Tor Vergata, Rome, Italy
| | - Luca Pagano
- Corneal and External Eye Disease Service, The Royal Liverpool University Hospital, Liverpool, UK; Humanitas Clinical and Research, Rozzano (Mi) Italy
| | | | - Yitian Zhao
- Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK; Cixi Institute of Biomedical Engineering, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China
| | - Yalin Zheng
- Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
| | - Stephen B Kaye
- Corneal and External Eye Disease Service, The Royal Liverpool University Hospital, Liverpool, UK; Department of Eye and Vision Science, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
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25
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Brazile BL, Yang B, Waxman S, Lam P, Voorhees AP, Hua Y, Loewen RT, Loewen NA, Rizzo JF, Jakobs T, Sigal IA. Lamina Cribrosa Capillaries Straighten as Intraocular Pressure Increases. Invest Ophthalmol Vis Sci 2021; 61:2. [PMID: 33001158 PMCID: PMC7545063 DOI: 10.1167/iovs.61.12.2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Purpose The purpose of this study was to visualize the lamina cribrosa (LC) capillaries and collagenous beams, measure capillary tortuosity (path length over straight end-to-end length), and determine if capillary tortuosity changes when intraocular pressure (IOP) increases. Methods Within 8 hours of sacrifice, 3 pig heads were cannulated via the external ophthalmic artery, perfused with PBS to remove blood, and then perfused with a fluorescent dye to label the capillaries. The posterior pole of each eye was mounted in a custom-made inflation chamber for control of IOP with simultaneous imaging. Capillaries and collagen beams were visualized with structured light illumination enhanced imaging at IOPs from 5 to 50 mm Hg at each 5 mm Hg increment. Capillary tortuosity was measured from the images and paired two-sample t-tests were used to assess for significant changes in relation to changes in IOP. Results Capillaries were highly tortuous at 15 mm Hg (up to 1.45). In all but one eye, tortuosity decreased significantly as IOP increased from 15 to 25 mm Hg (P < 0.01), and tortuosity decreased significantly in every eye as IOP increased from 15 to 40 mm Hg (P < 0.01). In only 16% of capillaries, tortuosity increased with elevated IOP. Capillaries had a surprisingly different topology from the collagen beams. Conclusions Although high capillary tortuosity is sometimes regarded as potentially problematic because it can reduce blood flow, LC capillary tortuosity may provide slack that mitigates against reduced flow and structural damage caused by excessive stretch under elevated IOP. We speculate that low capillary tortuosity could be a risk factor for damage under high IOP.
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Affiliation(s)
- Bryn L Brazile
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh Pennsylvania, United States
| | - Bin Yang
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh Pennsylvania, United States.,Department of Engineering, Duquesne University, Pittsburgh Pennsylvania, United States
| | - Susannah Waxman
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh Pennsylvania, United States
| | - Po Lam
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh Pennsylvania, United States
| | - Andrew P Voorhees
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh Pennsylvania, United States
| | - Yi Hua
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh Pennsylvania, United States
| | - Ralitsa T Loewen
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh Pennsylvania, United States
| | - Nils A Loewen
- Department of Ophthalmology, University of Würzburg, Würzburg, Germany
| | - Joseph F Rizzo
- Neuro-Ophthalmology Service, Department of Ophthalmology, Massachusetts Eye and Ear and Harvard Medical School, Boston, Massachusetts, United States
| | - Tatjana Jakobs
- Department of Ophthalmology, Harvard Medical School, Boston Massachusetts, United States
| | - Ian A Sigal
- Department of Ophthalmology, University of Pittsburgh, Pittsburgh Pennsylvania, United States.,Department of Bioengineering, University of Pittsburgh, Pittsburgh Pennsylvania, United States
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26
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Alfuraih S, Barbarino A, Ross C, Shamloo K, Jhanji V, Zhang M, Sharma A. Effect of High Glucose on Ocular Surface Epithelial Cell Barrier and Tight Junction Proteins. Invest Ophthalmol Vis Sci 2021; 61:3. [PMID: 32876690 PMCID: PMC7476661 DOI: 10.1167/iovs.61.11.3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Purpose Patients with diabetes mellitus are reported to have ocular surface defects, impaired ocular surface barrier function, and a higher incidence of corneal and conjunctival infections. Tight junctions are critical for ocular surface barrier function. The present study was designed to investigate the effect of high glucose exposure on human corneal and conjunctival epithelial cell barrier function and tight junction proteins. Methods Human corneal and conjunctival epithelial cells were exposed to 15 mM and 30 mM glucose for 24 and 72 hours. The barrier function was measured using transepithelial electrical resistance (TEER). The cell migration was quantified using scratch assay. The cells were harvested for protein extraction and mRNA isolation. Gene and protein expression of claudins, zonula occludens (ZOs), and occludin was quantified using real-time PCR and Western blot. Results Glucose caused a significant decrease in TEER after 72 hours of exposure in both corneal and conjunctival epithelial cells. Glucose did not cause any notable change in migration of either corneal or conjunctival epithelial cells. Glucose exposure did not cause any notable change in protein expression of claudin-1, ZO-1, ZO-2, ZO-3, or occludin. On the other hand, 15 mM glucose caused an increase in gene expression of claudin-1, claudin-3, ZO-2, ZO-3, and occludin, a likely response to osmotic stress since 15 mM mannitol also caused consistently similar increase in gene expression of these proteins. Conclusions High glucose exposure causes impairment of corneal and conjunctival epithelial cell barrier function, but this detrimental effect is not caused by a decrease in expression of tight junction proteins: claudin-1, ZO-1, ZO-2, ZO-3, and occludin.
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Affiliation(s)
- Saleh Alfuraih
- Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Chapman University, Irvine, California, United States.,Department of Pharmacology and Toxicology, Faculty of Pharmacy, Northern Border University, Rafha, Saudi Arabia
| | - Ashley Barbarino
- Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Chapman University, Irvine, California, United States
| | - Christopher Ross
- Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Chapman University, Irvine, California, United States
| | - Kiumars Shamloo
- Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Chapman University, Irvine, California, United States
| | - Vishal Jhanji
- Department of Ophthalmology, School of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States
| | - Miao Zhang
- Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Chapman University, Irvine, California, United States
| | - Ajay Sharma
- Department of Biomedical and Pharmaceutical Sciences, Chapman University School of Pharmacy, Chapman University, Irvine, California, United States
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27
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Moses SR, Adorno JJ, Palmer AF, Song JW. Vessel-on-a-chip models for studying microvascular physiology, transport, and function in vitro. Am J Physiol Cell Physiol 2021; 320:C92-C105. [PMID: 33176110 PMCID: PMC7846973 DOI: 10.1152/ajpcell.00355.2020] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 10/20/2020] [Accepted: 11/08/2020] [Indexed: 12/15/2022]
Abstract
To understand how the microvasculature grows and remodels, researchers require reproducible systems that emulate the function of living tissue. Innovative contributions toward fulfilling this important need have been made by engineered microvessels assembled in vitro with microfabrication techniques. Microfabricated vessels, commonly referred to as "vessels-on-a-chip," are from a class of cell culture technologies that uniquely integrate microscale flow phenomena, tissue-level biomolecular transport, cell-cell interactions, and proper three-dimensional (3-D) extracellular matrix environments under well-defined culture conditions. Here, we discuss the enabling attributes of microfabricated vessels that make these models more physiological compared with established cell culture techniques and the potential of these models for advancing microvascular research. This review highlights the key features of microvascular transport and physiology, critically discusses the strengths and limitations of different microfabrication strategies for studying the microvasculature, and provides a perspective on current challenges and future opportunities for vessel-on-a-chip models.
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Affiliation(s)
- Savannah R Moses
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Jonathan J Adorno
- Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio
| | - Andre F Palmer
- Department of Chemical and Biomolecular Engineering, The Ohio State University, Columbus, Ohio
| | - Jonathan W Song
- Department of Mechanical and Aerospace Engineering, The Ohio State University, Columbus, Ohio
- The Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio
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28
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Conjunctival Vessels in Diabetes Using Functional Slit Lamp Biomicroscopy. Cornea 2020; 40:950-957. [PMID: 33332897 DOI: 10.1097/ico.0000000000002623] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Accepted: 10/12/2020] [Indexed: 01/22/2023]
Abstract
PURPOSE This study used functional slit lamp biomicroscopy (FSLB) to quantify conjunctival microvessel parameters in individuals with and without diabetes and examined whether these metrics could be used as surrogate markers of diabetes-related complications. METHODS A cross-sectional study of 98 controls (C), 13 individuals with diabetes without complications (D-C), and 21 with diabetes and related complications (D+C), which included retinopathy, nephropathy, neuropathy, and cardiovascular-, peripheral vascular-, and cerebrovascular diseases, was performed. Bulbar conjunctival metrics (venule diameter, length, axial velocity [Va], cross-sectional velocity [Vs], flow [Q], and branching complexity) were measured using FSLB (digital camera mounted on traditional slit lamp). RESULTS The mean age was 60 ± 11 years, and demographics were similar across the groups. Va and Vs significantly differed between groups. Va was 0.51 ± 0.17 mm/s, 0.62 ± 0.17 mm/s, and 0.45 ± 0.17 mm/s in the C, D-C, and D+C groups, respectively (P = 0.025). Similarly, Vs was 0.35 ± 01.12, 0.43 ± 0.13, and 0.32 ± 0.13 mm/s in the C, D-C, and D+C groups, respectively (P = 0.031). Black individuals had increased Va, Vs, and Q compared with White individuals (P < 0.05), but differences in velocities persisted after accounting for race. Among patients with diabetes, Va and Vs correlated with number of organ systems affected (Va: ρ = -0.42, P = 0.016; Vs: ρ = -0.41, P = 0.021). Va, Vs, and Q significantly (P ≤ 0.005) discriminated between diabetic patients with and without complications (area under the receiver operating curve for Va = 0.81, Vs = 0.79, Q = 0.81). CONCLUSIONS Bulbar conjunctival blood flow metrics measured by FSLB differed between controls, diabetic patients without complications, and diabetic patients with complications. FSLB is a quick, easily accessible, and noninvasive alternative that might estimate the burden of vascular complications in diabetes.
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29
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Liu Z, Jiang H, Townsend JH, Wang J. Improved conjunctival microcirculation in diabetic retinopathy patients with MTHFR polymorphisms after Ocufolin™ Administration. Microvasc Res 2020; 132:104066. [PMID: 32860770 DOI: 10.1016/j.mvr.2020.104066] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 08/25/2020] [Accepted: 08/25/2020] [Indexed: 12/19/2022]
Abstract
PURPOSE To investigate conjunctival microvascular responses in patients with mild diabetic retinopathy (MDR) and methylenetetrahydrofolate reductase (MTHFR) polymorphisms (D + PM) after administration of Ocufolin™, a medical food containing 900 μg l-methylfolate (levomefolate calcium or [6S]-5-methyltetrahydrofolic acid, calcium salt), methylcobalamin, and other ingredients. METHODS Eight D + PM patients received Ocufolin™ for six months (6 M). Bulbar conjunctival microvasculature and microcirculation metrics, including vessel diameter (D), axial blood flow velocity (Va), cross-sectional blood flow velocity (Vs), flow rate (Q), and vessel density (VD, Dbox), were measured at baseline, 4 M, and 6 M. RESULTS The mean age was 54 ± 7 years. No significant demographic differences were found. Conjunctival microcirculation, measured as Va, Vs, and Q was significantly increased at 4 M and 6 M, compared to baseline. Va was 0.44 ± 0.10 mm/s, 0.58 ± 0.13 mm/s, 0.59 ± 0.13 mm/s in baseline, 4 M, and 6 M, respectively (P < 0.01). Similarly, Vs was 0.31 ± 0.07 mm/s, 0.40 ± 0.09 mm/s, 0.41 ± 0.09 mm/s in baseline, 4 M, and 6 M, respectively (P < 0.05). Q was 107.8 ± 49.4 pl/s, 178.0 ± 125.8 pl/s, 163.3 ± 85.8 mm/s in baseline, 4 M, and 6 M, respectively (P < 0.05). The VD at 6 M was significantly higher than that at baseline (P = 0.017). Changes of D were positively correlated with changes of Va, Q, and VD. Effects of MTHFR and haptoglobin polymorphisms on the improvements of conjunctival microcirculation and microvasculature were found. CONCLUSIONS Ocufolin™ supplementation improves conjunctival microcirculation in patients with diabetic retinopathy and common folate polymorphisms.
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Affiliation(s)
- Zhiping Liu
- Ophthalmic Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China; Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, USA
| | - Hong Jiang
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, USA; Department of Neurology, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Justin H Townsend
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, USA
| | - Jianhua Wang
- Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, Miami, USA.
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30
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Schuerch K, Frech H, Zinkernagel M. Conjunctival Microangiopathy in Diabetes Mellitus Assessed with Optical Coherence Tomography Angiography. Transl Vis Sci Technol 2020; 9:10. [PMID: 32821507 PMCID: PMC7408868 DOI: 10.1167/tvst.9.6.10] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 03/12/2020] [Indexed: 02/07/2023] Open
Abstract
Purpose To detect and quantify conjunctival microangiopathy with optical coherence tomography angiography (OCTA). Methods Imaging was performed in the temporal and nasal quadrant of the conjunctiva using a Heidelberg Spectralis spectral domain-OCT in OCTA mode adding a 25D lens to the standard 30° fundus lens. Images were acquired within a 10° × 5° cube at the limbus. Binary images were analyzed using ImageJ (Fiji software version 2.0) and an average relative conjunctival vessel density was assessed. Results Thirty-two patients with diabetes mellitus type 1 and 2 and 42 healthy individuals were included. Vessel density in healthy individuals was 16.7 ± 5.2% in the nasal and 17.9 ± 6.4% in the temporal quadrant. In patients with diabetes without retinopathy, vessel density was 16.3 ± 6.7% in the nasal and 15.3 ± 7.3% in the temporal conjunctiva. In patients with diabetic retinopathy, vessel density was 13.7 ± 4.3% in the nasal and 15.2 ± 6.5% in the temporal conjunctiva. There were statistically significant higher values in both nasal and temporal measurements among healthy individuals than in patients with diabetic retinopathy (P = 0.03 and P = 0.01, respectively). Conclusions Patients with diabetic retinopathy exhibit reduced vessel density, which may suggest diabetic microangiopathy in the conjunctiva. Anterior segment OCTA may detect conjunctival microangiopathy in patients with visual axis opacifications, where retinal OCTA is not possible. Translational Relevance The findings of this study bridge the gap between experimental anterior segment OCTA imaging and clinical screening for diabetic complications.
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Affiliation(s)
- Kaspar Schuerch
- Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Hendrik Frech
- Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Switzerland
| | - Martin Zinkernagel
- Department of Ophthalmology, Inselspital, Bern University Hospital, University of Bern, Switzerland
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31
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Kliś KM, Krzyżewski RM, Kwinta BM, Łasocha B, Brzegowy P, Stachura K, Popiela TJ, Borek R, Gąsowski J. Increased tortuosity of basilar artery might be associated with higher risk of aneurysm development. Eur Radiol 2020; 30:5625-5632. [PMID: 32405752 PMCID: PMC7476915 DOI: 10.1007/s00330-020-06917-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 03/23/2020] [Accepted: 04/23/2020] [Indexed: 01/30/2023]
Abstract
Objectives We analysed tortuosity of basilar artery (BA) to determine its relationship with the presence of aneurysm. Methods We retrospectively analysed 71 patients with BA aneurysms along with 71 age- and risk factors-matched control patients without BA aneurysm. From patients’ medical records, we obtained their history including previous and current diseases and medications. For each patient, we calculated relative length (RL), sum of angle metrics (SOAM), triangular index (TI), product of angle distance (PAD) and inflexion count metrics (ICM). We used t-test and Mann-Whitney U test for continuous variables and χ2 test for dichotomised variables. To find independent predictors of BA aneurysm, we employed logistic regression analysis. Results We found significant positive correlation between age and SOAM (R = 0.195, p = 0.02) and PAD (R = 0.199, p = 0.018). Our study also showed that patients with BA aneurysm had significantly higher SOAM (0.21 ± 0.16 vs. 0.11 ± 0.08; p < 0.01), PAD (0.30 ± 0.19 vs. 0.18 ± 0.11; p < 0.01), TI (0.23 ± 0.23 vs. 0.10 ± 0.16; p < 0.01) and ICM (0.20 ± 0.16 vs. 0.15 ± 0.11; p = 0.045). In multivariate logistic regression analysis, after adjustment for all possible confounders, SOAM (OR = 1.086; 95% CI 1.046–1.136; p < 0.01) and TI (OR = 1.004; 95%C: 1.002–1.006; p < 0.01) remained independently associated with higher risk of BA aneurysm. Conclusions Increased tortuosity of BA is associated with higher risk of its aneurysm development. Key Points • Basilar artery sum of angle metrics and product of angle distance are correlated with age. • Basilar artery tortuosity is independently associated with higher risk of its aneurysm development. • Basilar artery tortuosity is positively correlated with its diameter and bifurcation angle.
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Affiliation(s)
- Kornelia M Kliś
- Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland.,Faculty of Computer Science, Electronics and Telecommunications, AGH University of Science and Technology, Kraków, Poland.,TENSOR- Team of NeuroSurgery-Oriented Research, Jagiellonian University Medical College, Kraków, Poland
| | - Roger M Krzyżewski
- TENSOR- Team of NeuroSurgery-Oriented Research, Jagiellonian University Medical College, Kraków, Poland. .,Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Macieja Jakubowskiego 2 Street, 30-688, Kraków, Poland.
| | - Borys M Kwinta
- TENSOR- Team of NeuroSurgery-Oriented Research, Jagiellonian University Medical College, Kraków, Poland.,Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Macieja Jakubowskiego 2 Street, 30-688, Kraków, Poland
| | - Bartłomiej Łasocha
- Department of Radiology, Jagiellonian University Medical College, University Hospital, Kraków, Poland
| | - Paweł Brzegowy
- Department of Radiology, Jagiellonian University Medical College, University Hospital, Kraków, Poland
| | - Krzysztof Stachura
- Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Macieja Jakubowskiego 2 Street, 30-688, Kraków, Poland
| | - Tadeusz J Popiela
- Department of Radiology, Jagiellonian University Medical College, University Hospital, Kraków, Poland
| | - Radosław Borek
- 1st Department of Internal Medicine with Cardiology Subdivision, Blessed Marta Wiecka District Hospital, Bochnia, Poland
| | - Jerzy Gąsowski
- TENSOR- Team of NeuroSurgery-Oriented Research, Jagiellonian University Medical College, Kraków, Poland.,Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland
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Fayed AE, Abdelbaki AM, El Zawahry OM, Fawzi AA. Optical coherence tomography angiography reveals progressive worsening of retinal vascular geometry in diabetic retinopathy and improved geometry after panretinal photocoagulation. PLoS One 2019; 14:e0226629. [PMID: 31887149 PMCID: PMC6936773 DOI: 10.1371/journal.pone.0226629] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2019] [Accepted: 12/02/2019] [Indexed: 11/25/2022] Open
Abstract
Purpose To quantify vessel tortuosity and fractal dimension of the superficial capillary plexus (SCP) of the macula in different stages of diabetic retinopathy (DR), and following panretinal photocoagulation (PRP) using optical coherence tomography angiography (OCTA). Methods 75 eyes of 75 subjects were divided into five groups; healthy controls, diabetes with no clinical DR, non-proliferative diabetic retinopathy (NPDR), proliferative diabetic retinopathy (PDR) and patients who received PRP for PDR (PDR+PRP).For vessel tortuosity, SCP slabs from 3x3 mm macular OCTA scans were processed using imageJ (NIH, USA), where large perifoveal vessels were traced and their length was measured with tortuosity calculated as the ratio between the actual length and the straight Euclidean length. For fractal dimension, SCP slabs were processed and imported to Fractalyse (ThéMA, France), where box-counting analyses produced fractal dimension values. Results We found a significant difference in vessel tortuosity and fractal dimension between the five groups (one-way ANOVA, p < 0.001both). NPDR and PDR had significantly more tortuous vessels and lower fractal dimension compared to healthy controls (Tukey HSD: p = 0.02, 0.015,0.015 and <0.001, respectively). Fractal dimension was also significantly lower in NPDR and PDR compared to eyes with no clinical DR (p <0.001 both), and in PDR compared to NPDR (p = 0.014). Following PRP, vessel tortuosity was significantly lower and fractal dimension was higher in PDR+PRP compared to PDR (p = 0.001 and 0.031, respectively). Conclusions We used macular OCTA scans to demonstrate significantly higher perifoveal large vessel tortuosity, and lower fractal dimension in NPDR and PDR compared to healthy controls. Vessel tortuosity shows more dramatic normalization than fractal dimension and could be explored as a sensitive marker for successful PRP.
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Affiliation(s)
- Alaa E. Fayed
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
- Department of Ophthalmology, Kasr Al-Ainy School of Medicine, Cairo University, Cairo, Egypt
| | - Ahmed M. Abdelbaki
- Department of Ophthalmology, Kasr Al-Ainy School of Medicine, Cairo University, Cairo, Egypt
| | - Omar M. El Zawahry
- Department of Ophthalmology, Kasr Al-Ainy School of Medicine, Cairo University, Cairo, Egypt
| | - Amani A. Fawzi
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
- * E-mail:
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Cai S, Zhao F, Du C. Repeatability of ocular surface vessel density measurements with optical coherence tomography angiography. BMC Ophthalmol 2019; 19:248. [PMID: 31823755 PMCID: PMC6902509 DOI: 10.1186/s12886-019-1255-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Accepted: 11/21/2019] [Indexed: 11/24/2022] Open
Abstract
Background To determine the repeatability of measurements of ocular surface vessel density in normal and diseased eyes using optical coherence tomography angiography (OCTA). Methods Ten normal eyes, 10 pinguecula eyes, and 10 pterygium eyes of 30 volunteers were subjected to OCTA (AngioVue Imaging System, Optovue, Inc.). For scanning, we used the corneal adapter module. Each eye was scanned three times in the nasal and temporal directions, separately. AngioVue software was used to generate the ocular surface vessel density. Ocular surface vessel density was defined as the proportion of vessel area with blood flow to the total measurement area (3 × 3 mm2). Intersession repeatability of the measurement was summarized as the coefficient of variation (CV), and intraclass correlation coefficients (ICC) were calculated by variance component models. Results The CVs were less than 5% in all subjects, and the ICCs exceeded 0.9; thus, all measurements showed good repeatability. The nasal vessels densities differed significantly between healthy eyes and eyes with pterygium (P < 0.05); however, there was no significant difference between healthy eyes and eyes with pinguecula (P = 0.466). Conclusions These results suggest that measurement of ocular surface vessel density by OCTA in normal eyes and eyes with pterygium and pinguecula is repeatable. This preliminary research describes a quantitative and visual method for assessing vessel density of the ocular surface with a high level of consistency.
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Affiliation(s)
- Sijie Cai
- Department of Ophthalmology, First Affiliated Hospital, College of Medicine, Zhejiang University, Zhejiang, Hangzhou, China
| | - Fengping Zhao
- Department of Ophthalmology, Fourth Affiliated Hospital Zhejiang University School of Medicine, Yiwu, 322000, Zhejiang, China.,Department of Ophthalmology, Yiwu Traditional Chinese Medicine Hospital, Jinhua, 322000, China
| | - Chixin Du
- Department of Ophthalmology, First Affiliated Hospital, College of Medicine, Zhejiang University, Zhejiang, Hangzhou, China.
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Kliś KM, Krzyżewski RM, Kwinta BM, Stachura K, Moskała M, Tomaszewski KA. Computer-aided analysis of middle cerebral artery tortuosity: association with aneurysm development. J Neurosurg 2019; 130:1478-1484. [PMID: 29775150 DOI: 10.3171/2017.12.jns172114] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2017] [Accepted: 12/04/2017] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Blood vessel tortuosity may play an important role in the development of vessel abnormalities such as aneurysms. Currently, however, there are no studies analyzing the impact of brain blood vessel tortuosity on the risk of aneurysm formation. Therefore, the authors performed a computer-aided analysis of middle cerebral artery (MCA) tortuosity, especially among patients diagnosed with MCA aneurysms. METHODS Anatomy of the MCAs of 54 patients with unruptured MCA aneurysms was retrospectively analyzed, as was that of 54 sex-, age-, and vessel side-matched control patients without MCA aneurysms. From medical records, the authors obtained each patient's medical history including previous and current diseases and medications. For each patient, they calculated the following tortuosity descriptors: relative length (RL), sum of angle metrics (SOAM), triangular index (TI), product of angle distance (PAD), and inflection count metric (ICM). RESULTS Patients with an MCA aneurysm had significantly lower RLs (0.75 ± 0.09 vs 0.83 ± 0.08, p < 0.01), SOAMs (0.45 ± 0.10 vs 0.60 ± 0.17, p < 0.01), and PADs (0.34 ± 0.09 vs 0.50 ± 0.17, p < 0.01). They also had significantly higher TIs (0.87 ± 0.04 vs 0.81 ± 0.07, p < 0.01) and ICMs (3.07 ± 1.58 vs 2.26 ± 1.12, p < 0.01). Female patients had significantly higher RLs (0.76 ± 0.11 vs 0.80 ± 0.09, p = 0.03) than male patients. CONCLUSIONS Middle cerebral artery aneurysm formation is strongly associated with blood vessel tortuosity parameters, which can potentially be used to screen for patients at risk for MCA aneurysm formation.
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Affiliation(s)
- Kornelia M Kliś
- 1Jagiellonian University Medical College, Faculty of Medicine
- 2AGH University of Science and Technology, Faculty of Computer Science, Electronics and Telecommunications
| | - Roger M Krzyżewski
- 3Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College
| | - Borys M Kwinta
- 3Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College
| | - Krzysztof Stachura
- 3Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College
| | - Marek Moskała
- 3Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College
| | - Krzysztof A Tomaszewski
- 4Department of Anatomy, Jagiellonian University Medical College; and
- 5The Brain and Spine Laboratory, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
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Krzyżewski RM, Kliś KM, Kwinta BM, Gackowska M, Gąsowski J. Increased tortuosity of ACA might be associated with increased risk of ACoA aneurysm development and less aneurysm dome size: a computer-aided analysis. Eur Radiol 2019; 29:6309-6318. [PMID: 30989348 PMCID: PMC6795631 DOI: 10.1007/s00330-019-06146-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 01/31/2019] [Accepted: 03/08/2019] [Indexed: 12/02/2022]
Abstract
Objectives We decided to perform computer-aided analysis of the anterior cerebral artery (ACA) to check for a potential correlation with anterior communicating artery (ACoA) aneurysm presence and growth. Methods We retrospectively analyzed the ACA anatomy of 121 patients with ACoA aneurysms along with 121 age, risk factors, and vessel side-matched control patients without an ACoA aneurysm. We obtained their medical history and digital subtraction angiography (DSA) data from their medical records. For each patient’s DSA, we extracted curve representing the course of their ACA and calculated its relative length (RL), sum of angle metrics (SOAM), triangular index (TI), product of angle distance (PAD), and inflection count metrics (ICM). Results Patients with ACoA aneurysm had significantly higher RL (0.64 ± 0.23 vs. 0.56 ± 0.22; p < 0.01), SOAM (0.27 ± 0.19 vs. 0.18 ± 0.15; p < 0.01), PAD (0.12 ± 0.13 vs. 0.09 ± 0.11; p = 0.02), and TI (0.57 ± 0.14 vs. 0.44 ± 0.15; p < 0.01). In multivariate logistic regression analysis, after adjustment for possible confounders, SOAM (OR, 1.34; 95% CI, 1.12–1.63; p < 0.01) and TI (OR, 1.84; 95% CI, 1.47–2.35; p < 0.01) remained independently associated with higher risk of ACoA aneurysm. Additionally, we found significant negative correlations between TI and aneurysm dome size (R = − 0.194; p = 0.047). Conclusions Increased tortuosity of ACA might increase the risk of ACoA aneurysm development and decrease the risk of aneurysm growth. Key Points • Anterior cerebral artery’s sum of angle metrics is associated with hypertension as well as with history of ischemic stroke and myocardial infarction. • Increased tortuosity of anterior cerebral artery might be associated with anterior communicating artery aneurysm development. • Tortuosity of anterior cerebral artery is negatively correlated with anterior communicating artery aneurysm dome size.
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Affiliation(s)
- Roger M Krzyżewski
- Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Botaniczna 3 Street, 31-503, Kraków, Poland. .,TENSOR- Team of NeuroSurgery-Oriented Research, Jagiellonian University Medical College, Kraków, Poland.
| | - Kornelia M Kliś
- TENSOR- Team of NeuroSurgery-Oriented Research, Jagiellonian University Medical College, Kraków, Poland.,Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland.,Faculty of Computer Science, Electronics and Telecommunications, AGH University of Science and Technology, Kraków, Poland
| | - Borys M Kwinta
- Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Botaniczna 3 Street, 31-503, Kraków, Poland.,TENSOR- Team of NeuroSurgery-Oriented Research, Jagiellonian University Medical College, Kraków, Poland
| | | | - Jerzy Gąsowski
- TENSOR- Team of NeuroSurgery-Oriented Research, Jagiellonian University Medical College, Kraków, Poland.,Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland
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Tortuosity of the Internal Carotid Artery and Its Clinical Significance in the Development of Aneurysms. J Clin Med 2019; 8:jcm8020237. [PMID: 30759737 PMCID: PMC6406528 DOI: 10.3390/jcm8020237] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Revised: 01/16/2019] [Accepted: 02/01/2019] [Indexed: 02/03/2023] Open
Abstract
Tortuosity of blood vessels is a common angiographic finding that may indicate systemic disease and can be correlated with vascular pathologies. In this work, we determined whether patients with and without internal carotid artery (ICA) aneurysm presented with differences in its tortuosity descriptors. We retrospectively analysed data of 298 patients hospitalized between January 2014 and June 2018. For each patient's imaging data, we extracted a curve representing the ICA course and measured its Relative Length (RL), Sum of Angle Metrics (SOAM), Product of Angle Distance (PAD), Triangular Index (TI), and Inflection Count Metrics (ICM). We found that patients with an ICA aneurysm had significantly lower RL (0.46 ± 0.19 vs. 0.51 ± 0.17; p = 0.023) and significantly higher SOAM (0.39 ± 0.21 vs. 0.32 ± 0.21 p = 0.003), PAD (0.38 ± 0.19 vs. 0.32 ± 0.21; p = 0.011), TI (0.30 ± 0.11 vs. 0.27 ± 0.14; p = 0.034), and ICM (0.30 ± 0.16 vs. 0.22 ± 0.12; p < 0.001). We found that that patients who presented with a subarachnoid hemorrhage had significantly higher PAD (0.46 ± 0.22 vs. 0.35 ± 0.20; p = 0.024). In conclusion, higher tortuosity of ICA is associated with ICA aneurysm presence.
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Liu Z, Wang H, Jiang H, Gameiro GR, Wang J. Quantitative analysis of conjunctival microvasculature imaged using optical coherence tomography angiography. EYE AND VISION 2019; 6:5. [PMID: 30766893 PMCID: PMC6359869 DOI: 10.1186/s40662-019-0130-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Accepted: 01/15/2019] [Indexed: 12/12/2022]
Abstract
Background The goal was to quantitatively analyze the bulbar conjunctival microvascular density using optical coherence tomography angiography (OCTA) and compare it to the vessel density using functional slit-lamp biomicroscopy (FSLB). Methods Temporal bulbar conjunctiva of 20 eyes (10 healthy subjects) was imaged using both OCTA and FSLB. Image processing was performed including equalization, de-noising, thresholding, and skeletonization. The vessel density was measured by fractal analysis (box counting, Dbox) and pixel counting (%). Results Vessel density (Dbox) of the bulbar conjunctiva obtained using OCTA was 1.28 ± 0.01 Dbox, which was significantly lower than the result (1.32 ± 0.01 Dbox, P < 0.001) obtained using FSLB. Furthermore, the vessel density (%) obtained using OCTA was 3.31 ± 0.12%, which was also significantly lower than the result (3.69 ± 0.16%, P < 0.001) obtained using FSLB. No significant correlations (r ranged from 0.21 to 0.32, P > 0.05) between both instruments were found in both vessel density methods (Dbox and percentage). However, in each of the devices, vessel density in Dbox was significantly correlated with the vessel density in percentage (r = 1.0 for FSLB and r = 0.98 for OCTA, both P < 0.001). Conclusion This study demonstrated that the vessel density of the bulbar conjunctiva obtained using OCTA can be quantified, and the results were not compatible with that obtained using slit-lamp biomicroscopy photography.
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Affiliation(s)
- Zhiping Liu
- 1Ophthalmic Center, the Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong China.,2Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, 1638 NW 10th Avenue, McKnight Building - Room 202A, Miami, FL 33136 USA
| | - Hua Wang
- 2Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, 1638 NW 10th Avenue, McKnight Building - Room 202A, Miami, FL 33136 USA.,3Department of Ophthalmology, Xiangya Hospital, Central South University, Changsha, Hunan China
| | - Hong Jiang
- 2Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, 1638 NW 10th Avenue, McKnight Building - Room 202A, Miami, FL 33136 USA
| | - Giovana Rosa Gameiro
- 2Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, 1638 NW 10th Avenue, McKnight Building - Room 202A, Miami, FL 33136 USA
| | - Jianhua Wang
- 2Department of Ophthalmology, Bascom Palmer Eye Institute, University of Miami Miller School of Medicine, 1638 NW 10th Avenue, McKnight Building - Room 202A, Miami, FL 33136 USA
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Akagi T, Uji A, Huang AS, Weinreb RN, Yamada T, Miyata M, Kameda T, Ikeda HO, Tsujikawa A. Conjunctival and Intrascleral Vasculatures Assessed Using Anterior Segment Optical Coherence Tomography Angiography in Normal Eyes. Am J Ophthalmol 2018; 196:1-9. [PMID: 30099035 DOI: 10.1016/j.ajo.2018.08.009] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 08/03/2018] [Accepted: 08/03/2018] [Indexed: 01/05/2023]
Abstract
PURPOSE To investigate conjunctival and intrascleral vasculatures using anterior segment optical coherence tomography angiography (AS-OCTA) in normal eyes. DESIGN Cross-sectional study. METHODS AS-OCTA images of the corneal limbus were acquired circumferentially using a swept-source optical coherence tomography system in 10 eyes of 10 healthy subjects. AS-OCTA flow patterns with en face maximum projection were compared between the superficial (from the conjunctival epithelium to a depth of 200 μm) and deep (from a depth of 200 μm to 1000 μm) layers. The OCTA images were also compared with fluorescein scleral angiography and indocyanine green aqueous angiography images. Quantitative parameters (vessel density, vessel length density, vessel diameter index, and fractal dimension) were compared among different locations. RESULTS The OCTA vessel patterns differed between the superficial and deep layers. The superficial-layer flow signals showed centrifugal patterns from the limbus, whereas the deep-layer flow signals showed segmental patterns. The OCTA en face images with whole signals had a similar appearance to the scleral angiography images, whereas those in the deep layer showed a similar appearance to the aqueous angiography images. In the superficial layer, only the vessel diameter index was significantly different among the locations (P = .003). In the deep layer, all 4 parameters differed significantly among the locations (P < .001 to P = .003). CONCLUSIONS OCTA is a promising tool for evaluating conjunctival and intrascleral vasculatures. It may also help in understanding ocular surface blood flow relevant to vascular and ocular surface diseases, as well as aqueous humor outflow.
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Lind A, Dahlgren J, Raffa L, Allvin K, Ghazi Mroué D, Andersson Grönlund M. Visual Function and Fundus Morphology in Relation to Growth and Cardiovascular Status in 10-Year-Old Moderate-to-Late Preterm Children. Am J Ophthalmol 2018; 195:121-130. [PMID: 30081018 DOI: 10.1016/j.ajo.2018.07.037] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2018] [Revised: 07/19/2018] [Accepted: 07/25/2018] [Indexed: 12/01/2022]
Abstract
PURPOSE To study visual function and ocular fundus morphology in relation to growth, metabolic status, and blood pressure in moderate-to-late preterm (MLP) children at 10 years of age. DESIGN Prospective cohort study. METHODS In this population-based observational study, nonsyndromic MLP children born in Gothenburg, Sweden, were examined neonatally in the years 2002-2003 concerning length, weight, head circumference, and insulin-like growth factor I (IGF-I). At 10 years of age, 33 children (10 girls) were examined regarding previously mentioned variables, and regarding visual acuity, refraction, fundus morphology, IGF binding protein 3, leptin, adiponectin, and blood pressure. An age- and sex-matched control group consisted of 28 children (9 girls). RESULTS Myopia was more commonly found in MLP children than in controls (P = .004, 95% CI 1.8 to 49.8). The MLP group had smaller optic disc area (P = .01, 95% CI -0.5 to -0.1), smaller rim area (P = .001, 95% CI -0.5 to -0.2), fewer branching points (P = .0001, 95% CI -5.7 to -2.1), and higher index of tortuosity of arteries (P = .03, 95% CI 0.002 to 0.03) and veins (P = .02, 95% CI 0.003 to 0.02). Refraction correlated with IGF-I (P = .0005, rs = 0.60 in right eye, and P = .002, rs = 0.55 in left eye) at 10 years of age. Tortuosity of arteries at assessment correlated with neonatal IGF-I levels (P = .03, rs = -0.39). Tortuosity of veins correlated with a leptin/adiponectin ratio at assessment (P = .04, rs = 0.37). CONCLUSION The findings suggest that being born MLP is associated with myopia, smaller optic disc and rim areas, and abnormal retinal vascularization. Furthermore, metabolic status and growth factors seem to have an impact on ocular development.
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Affiliation(s)
- Alexandra Lind
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska University Hospital, Gothenburg, Sweden.
| | - Jovanna Dahlgren
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Lina Raffa
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska University Hospital, Gothenburg, Sweden; Department of Ophthalmology, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | - Kerstin Allvin
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Deala Ghazi Mroué
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Marita Andersson Grönlund
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska University Hospital, Gothenburg, Sweden; Department of Ophthalmology, Sahlgrenska University Hospital, Gothenburg, Sweden
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Krzyżewski RM, Kliś KM, Kwinta BM, Gackowska M, Stachura K, Starowicz-Filip A, Thompson A, Gąsowski J. Analysis of Anterior Cerebral Artery Tortuosity: Association with Anterior Communicating Artery Aneurysm Rupture. World Neurosurg 2018; 122:e480-e486. [PMID: 30366144 DOI: 10.1016/j.wneu.2018.10.086] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 10/11/2018] [Accepted: 10/15/2018] [Indexed: 11/28/2022]
Abstract
BACKGROUND Many researchers have found a correlation between tortuous arteries and development of aneurysms in cerebral arteries. However, there are no studies analyzing the impact of tortuosity on risk of subarachnoid hemorrhage (SAH) occurrence. Therefore, we decided to determine whether tortuosity of the anterior cerebral artery can be related to the rupture of anterior communicating artery aneurysm and to severity and treatment outcome of SAH. METHODS We retrospectively analyzed anterior cerebral artery anatomy of 121 patients with anterior communicating artery aneurysms. From patients' medical records, we obtained their history including previous and current diseases and medications. For each patient we calculated relative length, sum of angle metrics, triangular index, product of angle distance, and inflection count metrics. RESULTS Patients with SAH had significantly higher relative length (0.70 ± 0.19 vs. 0.63 ± 0.22; P = 0.03) and significantly lower inflection count metrics (0.10 ± 0.08 vs. 0.16 ± 0.19; P < 0.01), respectively. In multivariate logistic regression analysis, after adjustment of all possible confounders, diabetes mellitus (odds ratio [OR], 0.154; 95% confidence interval [CI], 0.032-0.553; P < 0.01) and higher inflection count metrics (OR, 0.604; 95% CI, 0.357-0.909; P = 0.042) remained independently associated with lower risk of SAH. We also found an independent correlation between aneurysm dome size (R = -0.289; P = 0.02) and triangular index (R = 0.273; P = 0.03) and Glasgow Coma Scale score on admission. CONCLUSIONS Higher anterior cerebral artery tortuosity might be a protective factor against anterior communicating artery aneurysm rupture.
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Affiliation(s)
- Roger M Krzyżewski
- Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Kraków, Poland; TENSOR- Team of NeuroSurgery-Oriented Research, Jagiellonian University Medical College, Kraków, Poland.
| | - Kornelia M Kliś
- TENSOR- Team of NeuroSurgery-Oriented Research, Jagiellonian University Medical College, Kraków, Poland; Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland; AGH University of Science and Technology, Faculty of Computer Science, Electronics and Telecommunications, Kraków, Poland
| | - Borys M Kwinta
- Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Kraków, Poland
| | | | - Krzysztof Stachura
- Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Kraków, Poland
| | - Anna Starowicz-Filip
- Department of Neurosurgery and Neurotraumatology, Jagiellonian University Medical College, Kraków, Poland
| | - Ashley Thompson
- Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
| | - Jerzy Gąsowski
- Department of Internal Medicine and Gerontology, Jagiellonian University Medical College, Kraków, Poland; TENSOR- Team of NeuroSurgery-Oriented Research, Jagiellonian University Medical College, Kraków, Poland
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Karanam VC, Tamariz L, Batawi H, Wang J, Galor A. Functional slit lamp biomicroscopy metrics correlate with cardiovascular risk. Ocul Surf 2018; 17:64-69. [PMID: 30253248 DOI: 10.1016/j.jtos.2018.09.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 08/31/2018] [Accepted: 09/12/2018] [Indexed: 01/14/2023]
Abstract
PURPOSE Our aim was to correlate cardiovascular risk factor estimation with bulbar conjunctival blood flow metrics as measured through Functional Slit Lamp Biomicroscopy (FSLB). METHODS Cross-sectional study of individuals with otherwise healthy eyelid and corneal anatomy recruited from the Miami Veterans Affairs (VA) Healthcare System eye clinic. We measured conjunctival microvascular hemodynamics by mounting a camera on a slit lamp and cardiovascular risk using the Framingham risk score. Our main outcome measures were correlations between conjunctival vessel parameters (axial and cross-sectional blood flow velocity, blood flow rate) and Framingham score. RESULTS We included 84 patients who underwent FSLB. The mean age was 60 years, the majority were male (88%) and approximately half the patients were black (54%). Mean vessel diameter was similar between all Framingham score categories. Axial and cross-sectional blood flow velocities and blood flow rate were lower in individuals with higher Framingham risk score. Specifically, mean cross-sectional blood flow velocity in individuals with a low Framingham risk score was 0.37 ± 0.0.9 mm/s, with an intermediate score was 0.30 ± 0.09 mm/s, and with a high score was 0.29 ± 0.10 mm/s, p = 0.04. Mean blood flow rate in individuals with a low Framingham risk score was 133.4 ± 59.6 pl/s, with an intermediate score was 123.6 ± 39.3 pl/s, and with a high score was 121.9 ± 52.6 pl/s, p = 0.04. The beta coefficient of the blood flow rate for change in Framingham score was -0.73; 95% CI-1.34-0.13, p = 0.02, adjusted for race. CONCLUSION FSLB correlates with cardiovascular risk estimation. Future studies should evaluate if FSLB can predict cardiovascular outcomes.
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Affiliation(s)
| | - Leonardo Tamariz
- Miami VA, Veterans Affairs Medical Center, Miami, FL, USA; Division of Population Health and Computational Medicine, USA
| | - Hatim Batawi
- Bascom Palmer Eye Institute, Miller School of Medicine at the University of Miami, Miami, FL, USA
| | - Jianhua Wang
- Bascom Palmer Eye Institute, Miller School of Medicine at the University of Miami, Miami, FL, USA
| | - Anat Galor
- Miami VA, Veterans Affairs Medical Center, Miami, FL, USA; Bascom Palmer Eye Institute, Miller School of Medicine at the University of Miami, Miami, FL, USA.
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Iroshan KA, De Zoysa ADN, Warnapura CL, Wijesuriya MA, Jayasinghe S, Nanayakkara ND, De Silval AC. Detection of Diabetes by Macrovascular Tortuosity of Superior Bulbar Conjunctiva. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2018; 2018:1-4. [PMID: 30440269 DOI: 10.1109/embc.2018.8512838] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
More than 8% of world population have diabetes which causes long term complications such as retinopathy, neuropathy, nephropathy and foot ulcers. Growing patient numbers has prompted large scale screening methods to detect early symptoms of diabetes (rather than elevated blood glucose levels which is a late symptom). Vascular tortuosity (twisted and curved nature of blood vessels) in retinal fundus images has proven to reflect the effect of diabetes on macrovasculature. However, large scale patient screening using retinal fundus images has limitations due to the requirement of a retinal camera. Therefore, we hypothesize that the vasculature of superior bulbar conjunctiva which could be captured using a regular camera could be used to measure tortuosity instead of retinal fundus images enabling mass screening.To test this hypothesis, a total of 168 scleral images were acquired from 50 healthy subjects and 34 diabetic patients using a digital camera. The sclera region was segmented using Chan-Vese algorithm and macrovasculature of superior bulbar conjunctiva was segmented using B-COSFIRE filters. Results revealed that the superior bulbar conjunctival macrovascular tortuosity of diabetic patients was significantly less than that of non-diabetic group (p-value =0.015). A similar result was yielded (p-value =0.049) from a group of participants who were less than 40 years old which excluded the age related variation of tortuosity.
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43
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Layered vasculature segmentation of color conjunctival image based on wavelet transform. Biomed Signal Process Control 2018. [DOI: 10.1016/j.bspc.2018.01.006] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Khansari MM, Tan M, Karamian P, Shahidi M. Inter-visit variability of conjunctival microvascular hemodynamic measurements in healthy and diabetic retinopathy subjects. Microvasc Res 2018; 118:7-11. [PMID: 29438814 PMCID: PMC5992619 DOI: 10.1016/j.mvr.2018.01.007] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Revised: 01/12/2018] [Accepted: 01/15/2018] [Indexed: 12/18/2022]
Abstract
Conjunctival microcirculation imaging provides a non-invasive means for detecting hemodynamic alterations due to systemic and ocular diseases. However, reliable longitudinal monitoring of hemodynamic changes due to disease progression requires establishment of measurement variability over time. The purpose of the current study was to determine inter-visit variability of conjunctival microvascular hemodynamic measurements in non-diabetic control (NC, N = 7) and diabetic retinopathy (DR, N = 10) subjects. Conjunctival microvascular imaging was performed during 2 visits, which were 17 ± 12 weeks apart. Images were analyzed to determine vessel diameter (D), axial blood velocity (V), blood flow (Q), wall shear rate (WSR) and wall shear stress (WSS). The inter-visit variability was determined based on mean inter-visit differences. In NC, inter-visit variability of D, V, Q, WSR and WSS were 0.2 ± 0.5 µm, −0.01 ± 0.16 mm/s, −8 ± 46 pl/s, −3 ± 46 s−1 and −0.01 ± 0.10 dyne/cm2, respectively. Inter-visit variability of D, V, Q, WSR and WSS were beyond the normal 95% confidence limits in 60%, 20%, 40%, 20% and 20% of DR subjects, respectively. The variability of hemodynamic measurements over time was established in non-diabetic subjects, suggestive of the potential of the method for detecting longitudinal changes due to progression of DR.
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Affiliation(s)
- Maziyar M Khansari
- Department of Ophthalmology, University of Southern California, CA, USA; Laboratory of Neuro Imaging, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, CA, USA
| | - Michael Tan
- Department of Ophthalmology & Visual Sciences, University of Illinois at Chicago, IL, USA
| | - Preny Karamian
- Department of Ophthalmology, University of Southern California, CA, USA
| | - Mahnaz Shahidi
- Department of Ophthalmology, University of Southern California, CA, USA.
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Chang JM, Zeng H, Han R, Chang YM, Shah R, Salafia CM, Newschaffer C, Miller RK, Katzman P, Moye J, Fallin M, Walker CK, Croen L. Autism risk classification using placental chorionic surface vascular network features. BMC Med Inform Decis Mak 2017; 17:162. [PMID: 29212472 PMCID: PMC5719902 DOI: 10.1186/s12911-017-0564-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2017] [Accepted: 11/21/2017] [Indexed: 11/10/2022] Open
Abstract
Background Autism Spectrum Disorder (ASD) is one of the fastest-growing developmental disorders in the United States. It was hypothesized that variations in the placental chorionic surface vascular network (PCSVN) structure may reflect both the overall effects of genetic and environmentally regulated variations in branching morphogenesis within the conceptus and the fetus’ vital organs. This paper provides sound evidences to support the study of ASD risks with PCSVN through a combination of feature-selection and classification algorithms. Methods Twenty eight arterial and 8 shape-based PCSVN attributes from a high-risk ASD cohort of 89 placentas and a population-based cohort of 201 placentas were examined for ranked relevance using a modified version of the random forest algorithm, called the Boruta method. Principal component analysis (PCA) was applied to isolate principal effects of arterial growth on the fetal surface of the placenta. Linear discriminant analysis (LDA) with a 10-fold cross validation was performed to establish error statistics. Results The Boruta method selected 15 arterial attributes as relevant, implying the difference in high and low ASD risk can be explained by the arterial features alone. The five principal features obtained through PCA, which accounted for about 88% of the data variability, indicated that PCSVNs associated with placentas of high-risk ASD pregnancies generally had fewer branch points, thicker and less tortuous arteries, better extension to the surface boundary, and smaller branch angles than their population-based counterparts. Conclusion We developed a set of methods to explain major PCSVN differences between placentas associated with high risk ASD pregnancies and those selected from the general population. The research paradigm presented can be generalized to study connections between PCSVN features and other maternal and fetal outcomes such as gestational diabetes and hypertension.
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Affiliation(s)
- Jen-Mei Chang
- Department of Mathematics and Statistics, California State University, Long Beach, Long Beach, CA 90840-1001, USA.
| | - Hui Zeng
- Department of Mathematics and Statistics, California State University, Long Beach, Long Beach, CA 90840-1001, USA
| | - Ruxu Han
- Department of Mathematics and Statistics, California State University, Long Beach, Long Beach, CA 90840-1001, USA
| | - Ya-Mei Chang
- Department of Statistics, Tamkang University, No.151, Yingzhuan Rd., New Taipei City, 25137, Taiwan
| | - Ruchit Shah
- Placental Analytics, LLC, New Rochelle, NY, USA
| | - Carolyn M Salafia
- Placental Analytics, LLC, New Rochelle, NY, USA.,Institute for Basic Research, Staten Island, NY, USA.,NIH National Children's Study Placenta Consortium, Bethesda, MD, USA
| | | | - Richard K Miller
- NIH National Children's Study Placenta Consortium, Bethesda, MD, USA.,University of Rochester, Rochester, NY, USA
| | - Philip Katzman
- NIH National Children's Study Placenta Consortium, Bethesda, MD, USA.,University of Rochester, Rochester, NY, USA
| | | | | | - Cheryl K Walker
- NIH National Children's Study Placenta Consortium, Bethesda, MD, USA.,University of California Davis, Davis, CA, USA
| | - Lisa Croen
- NIH National Children's Study Placenta Consortium, Bethesda, MD, USA.,Kaiser Permenante Division of Research, Oakland, CA, USA
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Chong DC, Yu Z, Brighton HE, Bear JE, Bautch VL. Tortuous Microvessels Contribute to Wound Healing via Sprouting Angiogenesis. Arterioscler Thromb Vasc Biol 2017; 37:1903-1912. [PMID: 28838921 PMCID: PMC5627535 DOI: 10.1161/atvbaha.117.309993] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 08/01/2017] [Indexed: 12/13/2022]
Abstract
Supplemental Digital Content is available in the text. Objective— Wound healing is accompanied by neoangiogenesis, and new vessels are thought to originate primarily from the microcirculation; however, how these vessels form and resolve during wound healing is poorly understood. Here, we investigated properties of the smallest capillaries during wound healing to determine their spatial organization and the kinetics of formation and resolution. Approach and Results— We used intravital imaging and high-resolution microscopy to identify a new type of vessel in wounds, called tortuous microvessels. Longitudinal studies showed that tortuous microvessels increased in frequency after injury, normalized as the wound healed, and were closely associated with the wound site. Tortuous microvessels had aberrant cell shapes, increased permeability, and distinct interactions with circulating microspheres, suggesting altered flow dynamics. Moreover, tortuous microvessels disproportionately contributed to wound angiogenesis by sprouting exuberantly and significantly more frequently than nearby normal capillaries. Conclusions— A new type of transient wound vessel, tortuous microvessels, sprout dynamically and disproportionately contribute to wound-healing neoangiogenesis, likely as a result of altered properties downstream of flow disturbances. These new findings suggest entry points for therapeutic intervention.
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Affiliation(s)
- Diana C Chong
- From the Curriculum in Genetics and Molecular Biology (D.C.C., Z.Y., V.L.B.), Department of Biology (V.L.B.), Lineberger Comprehensive Cancer Center (J.E.B., V.L.B.), McAllister Heart Institute (V.L.B.), and Department of Cell Biology and Physiology (H.E.B., J.E.B.), The University of North Carolina at Chapel Hill
| | - Zhixian Yu
- From the Curriculum in Genetics and Molecular Biology (D.C.C., Z.Y., V.L.B.), Department of Biology (V.L.B.), Lineberger Comprehensive Cancer Center (J.E.B., V.L.B.), McAllister Heart Institute (V.L.B.), and Department of Cell Biology and Physiology (H.E.B., J.E.B.), The University of North Carolina at Chapel Hill
| | - Hailey E Brighton
- From the Curriculum in Genetics and Molecular Biology (D.C.C., Z.Y., V.L.B.), Department of Biology (V.L.B.), Lineberger Comprehensive Cancer Center (J.E.B., V.L.B.), McAllister Heart Institute (V.L.B.), and Department of Cell Biology and Physiology (H.E.B., J.E.B.), The University of North Carolina at Chapel Hill
| | - James E Bear
- From the Curriculum in Genetics and Molecular Biology (D.C.C., Z.Y., V.L.B.), Department of Biology (V.L.B.), Lineberger Comprehensive Cancer Center (J.E.B., V.L.B.), McAllister Heart Institute (V.L.B.), and Department of Cell Biology and Physiology (H.E.B., J.E.B.), The University of North Carolina at Chapel Hill
| | - Victoria L Bautch
- From the Curriculum in Genetics and Molecular Biology (D.C.C., Z.Y., V.L.B.), Department of Biology (V.L.B.), Lineberger Comprehensive Cancer Center (J.E.B., V.L.B.), McAllister Heart Institute (V.L.B.), and Department of Cell Biology and Physiology (H.E.B., J.E.B.), The University of North Carolina at Chapel Hill.
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Khan MA, Katta M, Gurunadh VS, Moulick PS, Gupta S, Sati A. A clinical correlation of conjunctival microangiopathy with grades of retinopathy in type 2 diabetes mellitus. Med J Armed Forces India 2017; 73:261-266. [PMID: 28790784 DOI: 10.1016/j.mjafi.2017.01.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Accepted: 01/05/2017] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Conjunctival microangiopathy has been described among diabetics similar to retinal vessel angiopathy. Correlation of these conjunctival microangiopathy changes with retinopathy may form the basis of screening by external examination without expert fundus evaluation. METHODS Conjunctival vessels widths and tortuous segment length of conjunctival vessels of 96 patients with type 2 diabetes mellitus were photographed and measured by the Zeiss Fundus camera Visupac software. The measurements were correlated with retinopathy grade in those eyes. RESULTS The mean conjunctival vessel width was 40.61 μ (SD 17.25) with a uniform increase from 34.4 μ (SD 8.70) in mild NPDR to 53.50 μ (SD 33.45) in the PDR group which was statistically significant (p < 0.01). The tortuous conjunctival vessel segment length increased from 711.51 μ (SD 83.90) in the mild NPDR group to 921.94 μ (SD 129.26) in those with PDR (p < 0.01). Vessel width greater than 80 μ was seen only in PDR and tortuosity values greater than 900 μ were seen in severe grades (severe NPDR and PDR). Both conjunctival vessel width and tortuosity showed a positive statistical correlation with increasing severity of retinopathy (r = 0.386, r2 = 0.149 and r = 0.645, r2 = 0.415). CONCLUSION A positive correlation was seen between conjunctival vessel width and tortuosity with severity of retinopathy. Widths over 80 μ and tortuous segment length over 900 μ are suggestive of severe grades of retinopathy.
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Affiliation(s)
- M A Khan
- Professor, Department of Ophthalmology, Armed Forces Medical College, Pune 411040, India
| | - Manasa Katta
- Resident, Department of Ophthalmology, Armed Forces Medical College, Pune 411040, India
| | - V S Gurunadh
- Commandant, Military Hospital Wellington, Tamil Nadu, India
| | - P S Moulick
- Professor and Head, Department of Ophthalmology, Armed Forces Medical College, Pune 411040, India
| | - Sandeep Gupta
- Associate Professor, Department of Ophthalmology, Armed Forces Medical College, Pune 411040, India
| | - Alok Sati
- Associate Professor, Department of Ophthalmology, Armed Forces Medical College, Pune 411040, India
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Banaee T, Pourreza H, Doosti H, Abrishami M, Ehsaei A, Basiry M, Pourreza R. Distribution of Different Sized Ocular Surface Vessels in Diabetics and Normal Individuals. J Ophthalmic Vis Res 2017; 12:361-367. [PMID: 29090043 PMCID: PMC5644400 DOI: 10.4103/jovr.jovr_238_16] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Purpose: To compare the distribution of different sized vessels using digital photographs of the ocular surface of diabetic and normal individuals. Methods: In this cross-sectional study, red-free conjunctival photographs of diabetic and normal individuals, aged 30-60 years, were taken under defined conditions and analyzed using a Radon transform-based algorithm for vascular segmentation. The image areas occupied by vessels (AOV) of different diameters were calculated. The main outcome measure was the distribution curve of mean AOV of different sized vessels. Secondary outcome measures included total AOV and standard deviation (SD) of AOV of different sized vessels. Results: Two hundred and sixty-eight diabetic patients and 297 normal (control) individuals were included, differing in age (45.50 ± 5.19 vs. 40.38 ± 6.19 years, P < 0.001), systolic (126.37 ± 20.25 vs. 119.21 ± 15.81 mmHg, P < 0.001) and diastolic (78.14 ± 14.21 vs. 67.54 ± 11.46 mmHg, P < 0.001) blood pressures. The distribution curves of mean AOV differed between patients and controls (smaller AOV for larger vessels in patients; P < 0.001) as well as between patients without retinopathy and those with non-proliferative diabetic retinopathy (NPDR); with larger AOV for smaller vessels in NPDR (P < 0.001). Controlling for the effect of confounders, patients had a smaller total AOV, larger total SD of AOV, and a more skewed distribution curve of vessels compared to controls. Conclusion: Presence of diabetes mellitus is associated with contraction of larger vessels in the conjunctiva. Smaller vessels dilate with diabetic retinopathy. These findings may be useful in the photographic screening of diabetes mellitus and retinopathy.
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Affiliation(s)
- Touka Banaee
- Retina Research Center, Mashhad University of Medical Sciences, Mashhad, Irna.,Department of Ophthalmology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hamidreza Pourreza
- Computer Engineering Department, School of Engineering, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Hassan Doosti
- Department of Biostatistics and Epidemiology, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mojtaba Abrishami
- Retina Research Center, Mashhad University of Medical Sciences, Mashhad, Irna
| | - Asieh Ehsaei
- Refractive Error Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.,Department of Optometry, School of Paramedical Sciences, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohsen Basiry
- Retina Research Center, Mashhad University of Medical Sciences, Mashhad, Irna
| | - Reza Pourreza
- Department of Electrical Engineering, University of Texas at Dallas, Richardson, USA
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Automatic Analysis of Retinal Vascular Parameters for Detection of Diabetes in Indian Patients with No Retinopathy Sign. INTERNATIONAL SCHOLARLY RESEARCH NOTICES 2016; 2016:8423289. [PMID: 27579347 PMCID: PMC4992751 DOI: 10.1155/2016/8423289] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/19/2016] [Revised: 06/19/2016] [Accepted: 07/17/2016] [Indexed: 12/15/2022]
Abstract
This study has investigated the association between retinal vascular parameters with type II diabetes in Indian population with no observable diabetic retinopathy. It has introduced two new retinal vascular parameters: total number of branching angles (TBA) and average acute branching angles (ABA) as potential biomarkers of diabetes in an explanatory model. A total number of 180 retinal images (two (left and right) × two (ODC and MC) × 45 subjects (13 diabetics and 32 nondiabetics)) were analysed. Stepwise linear regression analysis was performed to model the association between type II diabetes with the best subset of explanatory variables (predictors), consisting of retinal vascular parameters and patients' demographic information. P value of the estimated coefficients (P < 0.001) indicated that, at α level of 0.05, the newly introduced retinal vascular parameters, that is, TBA and ABA together with CRAE, mean tortuosity, SD of branching angle, and VB, are related to type II diabetes when there is no observable sign of retinopathy.
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Annunziata R, Kheirkhah A, Aggarwal S, Hamrah P, Trucco E. A fully automated tortuosity quantification system with application to corneal nerve fibres in confocal microscopy images. Med Image Anal 2016; 32:216-32. [DOI: 10.1016/j.media.2016.04.006] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Revised: 04/20/2016] [Accepted: 04/20/2016] [Indexed: 12/26/2022]
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