傅里叶角形流式细胞术模型显示优于传统流式细胞术的前向和侧向散射信号的粒子分化。

IF 3.3 2区 物理与天体物理 Q2 OPTICS
Optics letters Pub Date : 2025-08-15 DOI:10.1364/OL.563054
Vincent M Rossi
{"title":"傅里叶角形流式细胞术模型显示优于传统流式细胞术的前向和侧向散射信号的粒子分化。","authors":"Vincent M Rossi","doi":"10.1364/OL.563054","DOIUrl":null,"url":null,"abstract":"<p><p>Flow Cytometry (FC) has proven to be an indispensable means of differentiating between sample populations in both clinical and general biological applications. Traditional FC and fluorescence FC integrate optical signals to measure total intensities among the forward scattering (FSC), side scattering (SSC), and fluorescent channels to differentiate between populations. This paper introduces Fourier Goniometric Flow Cytometry (FGFC) as a means of augmenting traditional FC by adding angular resolution to FSC and SSC channels. The FGFC system is simulated and a novel, to the best of our knowledge, single-valued Fourier Goniometric Flow Cytometry (svFGFC) metric is introduced. Results are analyzed using AUC analysis of ROC curves for traditional FC and FGFC. Traditional FC versus FGFC was simulated 500 times for populations with nuanced scattering differences, and FGFC consistently outperformed traditional FC across all simulations. The svFGFC metric consistently shows an improvement over traditional FC scattering measurements in differentiating between sample populations with subtle differences, showing an average improvement of 4% over the AUC of traditional FC. The added resolution afforded by FGFC promises to improve differentiation between sample populations with subtle differences based upon scattering alone. Moreover, the addition of a more efficient, purely scatter-based metric for differentiating particle classification in FC could help to relieve the increasing dependence upon fluorescence FC. FGFC would, at the least, further complement fluorescence FC.</p>","PeriodicalId":19540,"journal":{"name":"Optics letters","volume":"50 16","pages":"5121-5124"},"PeriodicalIF":3.3000,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Fourier goniometric flow cytometry modeled to show improved particle differentiation beyond forward and side scatter signals in traditional flow cytometry.\",\"authors\":\"Vincent M Rossi\",\"doi\":\"10.1364/OL.563054\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Flow Cytometry (FC) has proven to be an indispensable means of differentiating between sample populations in both clinical and general biological applications. Traditional FC and fluorescence FC integrate optical signals to measure total intensities among the forward scattering (FSC), side scattering (SSC), and fluorescent channels to differentiate between populations. This paper introduces Fourier Goniometric Flow Cytometry (FGFC) as a means of augmenting traditional FC by adding angular resolution to FSC and SSC channels. The FGFC system is simulated and a novel, to the best of our knowledge, single-valued Fourier Goniometric Flow Cytometry (svFGFC) metric is introduced. Results are analyzed using AUC analysis of ROC curves for traditional FC and FGFC. Traditional FC versus FGFC was simulated 500 times for populations with nuanced scattering differences, and FGFC consistently outperformed traditional FC across all simulations. The svFGFC metric consistently shows an improvement over traditional FC scattering measurements in differentiating between sample populations with subtle differences, showing an average improvement of 4% over the AUC of traditional FC. The added resolution afforded by FGFC promises to improve differentiation between sample populations with subtle differences based upon scattering alone. Moreover, the addition of a more efficient, purely scatter-based metric for differentiating particle classification in FC could help to relieve the increasing dependence upon fluorescence FC. FGFC would, at the least, further complement fluorescence FC.</p>\",\"PeriodicalId\":19540,\"journal\":{\"name\":\"Optics letters\",\"volume\":\"50 16\",\"pages\":\"5121-5124\"},\"PeriodicalIF\":3.3000,\"publicationDate\":\"2025-08-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Optics letters\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://doi.org/10.1364/OL.563054\",\"RegionNum\":2,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"OPTICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Optics letters","FirstCategoryId":"101","ListUrlMain":"https://doi.org/10.1364/OL.563054","RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"OPTICS","Score":null,"Total":0}
引用次数: 0

摘要

流式细胞术(FC)已被证明是在临床和一般生物学应用中区分样本群体不可或缺的手段。传统FC和荧光FC集成光信号,测量前向散射(FSC)、侧散射(SSC)和荧光通道之间的总强度,以区分种群。本文介绍了傅里叶角流式细胞术(FGFC)作为一种通过增加FSC和SSC通道的角分辨率来增强传统FC的方法。FGFC系统是模拟的,并介绍了一种新颖的,据我们所知,单值傅立叶角形流式细胞术(svFGFC)度量。使用传统FC和FGFC的ROC曲线AUC分析结果。传统FC与FGFC对具有细微散射差异的种群进行了500次模拟,FGFC在所有模拟中始终优于传统FC。svFGFC度量在区分具有细微差异的样本群体方面始终显示出比传统FC散射测量的改进,显示比传统FC的AUC平均提高4%。FGFC提供的额外分辨率有望改善仅基于散射的细微差异的样本群体之间的区分。此外,增加一个更有效的、纯粹基于散射的指标来区分FC中的颗粒分类,可以帮助减轻对荧光FC日益增长的依赖。FGFC至少可以进一步补充荧光FC。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fourier goniometric flow cytometry modeled to show improved particle differentiation beyond forward and side scatter signals in traditional flow cytometry.

Flow Cytometry (FC) has proven to be an indispensable means of differentiating between sample populations in both clinical and general biological applications. Traditional FC and fluorescence FC integrate optical signals to measure total intensities among the forward scattering (FSC), side scattering (SSC), and fluorescent channels to differentiate between populations. This paper introduces Fourier Goniometric Flow Cytometry (FGFC) as a means of augmenting traditional FC by adding angular resolution to FSC and SSC channels. The FGFC system is simulated and a novel, to the best of our knowledge, single-valued Fourier Goniometric Flow Cytometry (svFGFC) metric is introduced. Results are analyzed using AUC analysis of ROC curves for traditional FC and FGFC. Traditional FC versus FGFC was simulated 500 times for populations with nuanced scattering differences, and FGFC consistently outperformed traditional FC across all simulations. The svFGFC metric consistently shows an improvement over traditional FC scattering measurements in differentiating between sample populations with subtle differences, showing an average improvement of 4% over the AUC of traditional FC. The added resolution afforded by FGFC promises to improve differentiation between sample populations with subtle differences based upon scattering alone. Moreover, the addition of a more efficient, purely scatter-based metric for differentiating particle classification in FC could help to relieve the increasing dependence upon fluorescence FC. FGFC would, at the least, further complement fluorescence FC.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Optics letters
Optics letters 物理-光学
CiteScore
6.60
自引率
8.30%
发文量
2275
审稿时长
1.7 months
期刊介绍: The Optical Society (OSA) publishes high-quality, peer-reviewed articles in its portfolio of journals, which serve the full breadth of the optics and photonics community. Optics Letters offers rapid dissemination of new results in all areas of optics with short, original, peer-reviewed communications. Optics Letters covers the latest research in optical science, including optical measurements, optical components and devices, atmospheric optics, biomedical optics, Fourier optics, integrated optics, optical processing, optoelectronics, lasers, nonlinear optics, optical storage and holography, optical coherence, polarization, quantum electronics, ultrafast optical phenomena, photonic crystals, and fiber optics. Criteria used in determining acceptability of contributions include newsworthiness to a substantial part of the optics community and the effect of rapid publication on the research of others. This journal, published twice each month, is where readers look for the latest discoveries in optics.
×
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:604180095
Book学术官方微信