Imaging flow cytometry with a real-time throughput beyond 1,000,000 events per second

IF 23.4 Q1 OPTICS Light-Science & Applications Pub Date : 2025-02-10 DOI:10.1038/s41377-025-01754-9
Jiehua Zhou, Liye Mei, Mingjie Yu, Xiao Ma, Dan Hou, Zhuo Yin, Xun Liu, Yan Ding, Kaining Yang, Ruidong Xiao, Xiandan Yuan, Yueyun Weng, Mengping Long, Taobo Hu, Jinxuan Hou, Yu Xu, Liang Tao, Sisi Mei, Hui Shen, Yaxiaer Yalikun, Fuling Zhou, Liang Wang, Du Wang, Sheng Liu, Cheng Lei
{"title":"Imaging flow cytometry with a real-time throughput beyond 1,000,000 events per second","authors":"Jiehua Zhou, Liye Mei, Mingjie Yu, Xiao Ma, Dan Hou, Zhuo Yin, Xun Liu, Yan Ding, Kaining Yang, Ruidong Xiao, Xiandan Yuan, Yueyun Weng, Mengping Long, Taobo Hu, Jinxuan Hou, Yu Xu, Liang Tao, Sisi Mei, Hui Shen, Yaxiaer Yalikun, Fuling Zhou, Liang Wang, Du Wang, Sheng Liu, Cheng Lei","doi":"10.1038/s41377-025-01754-9","DOIUrl":null,"url":null,"abstract":"<p>Imaging flow cytometry (IFC) combines the imaging capabilities of microscopy with the high throughput of flow cytometry, offering a promising solution for high-precision and high-throughput cell analysis in fields such as biomedicine, green energy, and environmental monitoring. However, due to limitations in imaging framerate and real-time data processing, the real-time throughput of existing IFC systems has been restricted to approximately 1000-10,000 events per second (eps), which is insufficient for large-scale cell analysis. In this work, we demonstrate IFC with real-time throughput exceeding 1,000,000 eps by integrating optical time-stretch (OTS) imaging, microfluidic-based cell manipulation, and online image processing. Cells flowing at speeds up to 15 m/s are clearly imaged with a spatial resolution of 780 nm, and images of each individual cell are captured, stored, and analyzed. The capabilities and performance of our system are validated through the identification of malignancies in clinical colorectal samples. This work sets a new record for throughput in imaging flow cytometry, and we believe it has the potential to revolutionize cell analysis by enabling highly efficient, accurate, and intelligent measurement.</p><figure></figure>","PeriodicalId":18069,"journal":{"name":"Light-Science & Applications","volume":"41 1","pages":""},"PeriodicalIF":23.4000,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Light-Science & Applications","FirstCategoryId":"1089","ListUrlMain":"https://doi.org/10.1038/s41377-025-01754-9","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPTICS","Score":null,"Total":0}
引用次数: 0

Abstract

Imaging flow cytometry (IFC) combines the imaging capabilities of microscopy with the high throughput of flow cytometry, offering a promising solution for high-precision and high-throughput cell analysis in fields such as biomedicine, green energy, and environmental monitoring. However, due to limitations in imaging framerate and real-time data processing, the real-time throughput of existing IFC systems has been restricted to approximately 1000-10,000 events per second (eps), which is insufficient for large-scale cell analysis. In this work, we demonstrate IFC with real-time throughput exceeding 1,000,000 eps by integrating optical time-stretch (OTS) imaging, microfluidic-based cell manipulation, and online image processing. Cells flowing at speeds up to 15 m/s are clearly imaged with a spatial resolution of 780 nm, and images of each individual cell are captured, stored, and analyzed. The capabilities and performance of our system are validated through the identification of malignancies in clinical colorectal samples. This work sets a new record for throughput in imaging flow cytometry, and we believe it has the potential to revolutionize cell analysis by enabling highly efficient, accurate, and intelligent measurement.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
成像流式细胞术,实时吞吐量超过每秒1,000,000个事件
成像流式细胞术(IFC)将显微镜的成像能力与流式细胞术的高通量相结合,为生物医学、绿色能源和环境监测等领域的高精度、高通量细胞分析提供了一种有前景的解决方案。然而,由于成像帧率和实时数据处理的限制,现有IFC系统的实时吞吐量被限制在大约每秒1000-10,000个事件(eps),这不足以进行大规模的细胞分析。在这项工作中,我们通过集成光学时间拉伸(OTS)成像、基于微流体的细胞操作和在线图像处理,展示了实时吞吐量超过1,000,000 eps的IFC。以高达15米/秒的速度流动的细胞以780纳米的空间分辨率清晰成像,每个细胞的图像被捕获,存储和分析。我们的系统的能力和性能通过临床结直肠样本的恶性肿瘤的识别得到验证。这项工作为成像流式细胞术的吞吐量创造了新的记录,我们相信它有可能通过实现高效、准确和智能的测量来彻底改变细胞分析。
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 去求助
来源期刊
Light-Science & Applications
Light-Science & Applications 数理科学, 物理学I, 光学, 凝聚态物性 II :电子结构、电学、磁学和光学性质, 无机非金属材料, 无机非金属类光电信息与功能材料, 工程与材料, 信息科学, 光学和光电子学, 光学和光电子材料, 非线性光学与量子光学
自引率
0.00%
发文量
803
审稿时长
2.1 months
期刊最新文献
Gapless tunable intense terahertz pulse generation in strained diamond. Power-efficient ultra-broadband soliton microcombs in resonantly-coupled microresonators. Intrinsically stretchable organic light-emitting-diode with high brightness and stretchability via elastic-microphase-engineered emitter and dual-embedded electrode Boltzmann luminescent nanothermometry: mechanistic criteria and predictive design of thermally coupled levels Compact and programmable large-scale optical processor in free space.
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1