A New Retest-Stable Tortuosity Metric for Retinal Vessel Analyses.

IF 5 2区 医学 Q1 OPHTHALMOLOGY
Samuel David Giesser, Ferhat Turgut, Amr Saad, Chiara Sommer, Yukun Zhou, Siegfried Karl Wagner, Pearse Andrew Keane, Matthias Becker, Delia Cabrera DeBuc, Gábor Márk Somfai
{"title":"A New Retest-Stable Tortuosity Metric for Retinal Vessel Analyses.","authors":"Samuel David Giesser, Ferhat Turgut, Amr Saad, Chiara Sommer, Yukun Zhou, Siegfried Karl Wagner, Pearse Andrew Keane, Matthias Becker, Delia Cabrera DeBuc, Gábor Márk Somfai","doi":"10.1167/iovs.65.12.30","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Existing retinal vessel tortuosity metrics lack standardization and retest reliability, hindering their clinical utility. Our study addresses this gap by introducing a novel metric, coined as the \"vascular curvature index\" (VCI), to enhance accuracy and consistency in biomarkers associated with medical conditions. We assess VCI's performance in terms of retest reliability in healthy subjects to transform early detection and monitoring approaches for various diseases.</p><p><strong>Methods: </strong>We recruited 44 patients for a single-session study, capturing fundus images before and after a five-minute break. Using AutoMorph, we generated vessel segmentation maps and evaluated retest reliability using multiple tortuosity metrics. The VCI was introduced and statistically compared to existing metrics. We performed a paired one-sided t-test to test for significantly improved retest reliability of our newly proposed metric. We analyzed distribution histograms, Fisher-Pearson coefficient of skewness, and correlation matrices for further insights.</p><p><strong>Results: </strong>VCI is the most retest-reliable metric, statistically surpassing other curvature metrics, except inverse spherical radius tortuosity. With a somewhat negatively distributed pattern (coefficient of skewness of -0.52), VCI exhibits the strongest correlation with the second most retest-reliable metric; inverse-radius-tortuosity (Pearson and Spearman correlation of 0.7 and 0.72, respectively). Its correlation with angle-tortuosity is lower (Pearson and Spearman correlation of 0.05 and 0.07, respectively).</p><p><strong>Conclusions: </strong>The VCI emerges as a highly retest-reliable metric with a relatively normal distribution in healthy patients. Further investigation is warranted to evaluate its clinical performance in real-world applications, potentially influencing proactive healthcare interventions and personalized treatment decision-making.</p>","PeriodicalId":14620,"journal":{"name":"Investigative ophthalmology & visual science","volume":"65 12","pages":"30"},"PeriodicalIF":5.0000,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11500049/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Investigative ophthalmology & visual science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1167/iovs.65.12.30","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose: Existing retinal vessel tortuosity metrics lack standardization and retest reliability, hindering their clinical utility. Our study addresses this gap by introducing a novel metric, coined as the "vascular curvature index" (VCI), to enhance accuracy and consistency in biomarkers associated with medical conditions. We assess VCI's performance in terms of retest reliability in healthy subjects to transform early detection and monitoring approaches for various diseases.

Methods: We recruited 44 patients for a single-session study, capturing fundus images before and after a five-minute break. Using AutoMorph, we generated vessel segmentation maps and evaluated retest reliability using multiple tortuosity metrics. The VCI was introduced and statistically compared to existing metrics. We performed a paired one-sided t-test to test for significantly improved retest reliability of our newly proposed metric. We analyzed distribution histograms, Fisher-Pearson coefficient of skewness, and correlation matrices for further insights.

Results: VCI is the most retest-reliable metric, statistically surpassing other curvature metrics, except inverse spherical radius tortuosity. With a somewhat negatively distributed pattern (coefficient of skewness of -0.52), VCI exhibits the strongest correlation with the second most retest-reliable metric; inverse-radius-tortuosity (Pearson and Spearman correlation of 0.7 and 0.72, respectively). Its correlation with angle-tortuosity is lower (Pearson and Spearman correlation of 0.05 and 0.07, respectively).

Conclusions: The VCI emerges as a highly retest-reliable metric with a relatively normal distribution in healthy patients. Further investigation is warranted to evaluate its clinical performance in real-world applications, potentially influencing proactive healthcare interventions and personalized treatment decision-making.

用于视网膜血管分析的全新重测稳定扭曲度指标
目的:现有的视网膜血管迂曲度指标缺乏标准化和重测可靠性,阻碍了其临床应用。为了弥补这一不足,我们的研究引入了一种被称为 "血管曲率指数"(VCI)的新指标,以提高与医疗条件相关的生物标志物的准确性和一致性。我们对 VCI 在健康受试者重测可靠性方面的表现进行了评估,以改变各种疾病的早期检测和监测方法:我们招募了 44 名患者进行单次研究,在休息五分钟前后采集眼底图像。我们使用 AutoMorph 生成了血管分割图,并使用多种迂曲度指标评估了重测可靠性。我们引入了 VCI,并将其与现有指标进行了统计比较。我们进行了配对单侧 t 检验,以检验我们新提出的指标是否显著提高了重测可靠性。我们分析了分布直方图、费雪-皮尔逊偏度系数和相关矩阵,以进一步了解情况:结果:VCI 是重测可靠性最高的指标,在统计学上超过了除反球面半径迂曲度以外的其他曲率指标。VCI 与重测可靠性第二高的指标--反向半径-曲度(Pearson 和 Spearman 相关性分别为 0.7 和 0.72)之间的相关性最强,且呈一定程度的负分布(偏斜系数为-0.52)。它与角度扭曲度的相关性较低(Pearson 和 Spearman 相关性分别为 0.05 和 0.07):VCI是一种重测可靠性很高的指标,在健康患者中的分布相对正常。我们有必要对其在实际应用中的临床表现进行进一步研究,以评估其对前瞻性医疗干预和个性化治疗决策的潜在影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
6.90
自引率
4.50%
发文量
339
审稿时长
1 months
期刊介绍: Investigative Ophthalmology & Visual Science (IOVS), published as ready online, is a peer-reviewed academic journal of the Association for Research in Vision and Ophthalmology (ARVO). IOVS features original research, mostly pertaining to clinical and laboratory ophthalmology and vision research in general.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信