Flow cytometry visualization and real-time processing with a CMOS SPAD array and high-speed hardware implementation algorithm

帧速率 背景减法 吞吐量 计算机科学 像素 计算机硬件 计算机视觉 电信 无线
作者
Hanning Mai,Simon P. Poland,F. Rocca,Conor Treacy,Justin Aluko,Jakub Nedbal,Ahmet T. Erdogan,István Gyöngy,Richard Walker,Simon Ameer‐Beg,Robert Henderson
标识
DOI:10.1117/12.2544759
摘要

Time-domain microfluidic fluorescence lifetime flow cytometry enables observation of fluorescence decay of particles or cells over time using time-correlated single photon counting (TCSPC). This method requires the fluorescence lifetime measured from a limited number of photons and in a short amount of time. In current implementations of the technique, the low throughput of state of the art detectors and lack of real-time statistical analysis of the current technology, the timedomain approaches are usually coupled with off-line analysis which impedes its use in flow cell sorting, tracking and capturing. In this work, we apply a 32×32 CMOS SPAD array (MegaFrame camera) for real-time imaging flow cytometry analysis. This technology is integrated into a 1024-beam multifocal fluorescence microscope and incorporating a microfluidic chip at the sample plane enables imaging of cell flow and identification. Furthermore, the 1.5% native pixel fill-factor of the MegaFrame camera is overcome using beamlet reprojection with <10 μW laser power at 490 nm for each beam. Novel hardware algorithms incorporating the center-of-mass method (CMM) with real-time background subtraction and division are implemented within the firmware, allowing lossless recording of TCSPC events at a 500 kHz frame rate with 1024 histogram bins at 52 ps time resolution. Live calculation of background compensated CMM-based fluorescence lifetime is realized at a user-defined frame rate (typically 0.001 ~ 27 kHz) for each SPAD pixel. The work in this paper considers the application of the SPAD array to confocal fluorescence lifetime imaging of multiple coincident particles flowing within a microfluidic channel. Compared to previous flow systems based on single-point detectors, the multi-beam flow system enables visualization, detection and categorization of multiple groups of cells or particles according to their fluorescence lifetime.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
晚意意意意意完成签到 ,获得积分10
刚刚
vlots应助Mure采纳,获得30
1秒前
进击的然完成签到,获得积分10
2秒前
无限的雨梅完成签到 ,获得积分10
2秒前
2秒前
4秒前
小二郎应助Qingzhu采纳,获得20
5秒前
6秒前
彭于晏应助tdw采纳,获得10
6秒前
小张完成签到,获得积分10
7秒前
西卡发布了新的文献求助80
7秒前
留胡子的半仙完成签到,获得积分10
8秒前
Hh发布了新的文献求助10
10秒前
ding应助江夏清采纳,获得10
10秒前
斯文败类应助科研通管家采纳,获得10
10秒前
科研通AI6应助科研通管家采纳,获得30
10秒前
田様应助科研通管家采纳,获得10
10秒前
10秒前
bkagyin应助科研通管家采纳,获得30
10秒前
大模型应助科研通管家采纳,获得10
10秒前
wanci应助科研通管家采纳,获得10
10秒前
思源应助科研通管家采纳,获得10
10秒前
11秒前
GPTea应助科研通管家采纳,获得50
11秒前
zcl应助科研通管家采纳,获得50
11秒前
田様应助科研通管家采纳,获得10
11秒前
11秒前
11秒前
11秒前
SciGPT应助科研通管家采纳,获得10
11秒前
11秒前
浮游应助科研通管家采纳,获得10
11秒前
11秒前
薯条怎么解决问题完成签到,获得积分10
12秒前
12秒前
12秒前
陶然共忘机完成签到 ,获得积分10
13秒前
心灵治疗室柳叶刀完成签到,获得积分20
15秒前
15秒前
Hello应助宇宇采纳,获得10
16秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Acute Mountain Sickness 2000
A novel angiographic index for predicting the efficacy of drug-coated balloons in small vessels 500
Textbook of Neonatal Resuscitation ® 500
Thomas Hobbes' Mechanical Conception of Nature 500
Wolbachia-mediated fitness enhancement and reproductive manipulation in the South American tomato pinworm, Tuta absoluta 400
One Health Case Studies: Practical Applications of the Transdisciplinary Approach 400
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 内科学 生物化学 物理 计算机科学 纳米技术 遗传学 基因 复合材料 化学工程 物理化学 病理 催化作用 免疫学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 5099954
求助须知:如何正确求助?哪些是违规求助? 4311671
关于积分的说明 13435039
捐赠科研通 4139196
什么是DOI,文献DOI怎么找? 2267817
邀请新用户注册赠送积分活动 1270729
关于科研通互助平台的介绍 1207081