• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

利用阻抗细胞术对微塑料和浮游植物进行鉴别。

Discrimination of Microplastics and Phytoplankton Using Impedance Cytometry.

机构信息

School of Electronics and Computer Science, University of Southampton, Southampton SO17 1BJ, United Kingdom.

National Oceanography Centre, Southampton SO14 3ZH, United Kingdom.

出版信息

ACS Sens. 2024 Oct 25;9(10):5206-5213. doi: 10.1021/acssensors.4c01353. Epub 2024 Aug 14.

DOI:10.1021/acssensors.4c01353
PMID:39140177
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11519907/
Abstract

Both microplastics and phytoplankton are found together in the ocean as suspended microparticles. There is a need for deployable technologies that can identify, size, and count these particles at high throughput to monitor plankton community structure and microplastic pollution levels. In situ analysis is particularly desirable as it avoids the problems associated with sample storage, processing, and degradation. Current technologies for phytoplankton and microplastic analysis are limited in their capability by specificity, throughput, or lack of deployability. Little attention has been paid to the smallest size fraction of microplastics and phytoplankton below 10 μm in diameter, which are in high abundance. Impedance cytometry is a technique that uses microfluidic chips with integrated microelectrodes to measure the electrical impedance of individual particles. Here, we present an impedance cytometer that can discriminate and count microplastics sampled directly from a mixture of phytoplankton in a seawater-like medium in the 1.5-10 μm size range. A simple machine learning algorithm was used to classify microplastic particles based on dual-frequency impedance measurements of particle size (at 1 MHz) and cell internal electrical composition (at 500 MHz). The technique shows promise for marine deployment, as the chip is sensitive, rugged, and mass producible.

摘要

微塑料和浮游植物都以悬浮的微颗粒形式存在于海洋中。需要开发可部署的技术,以便能够高通量地识别、测量和计数这些颗粒,从而监测浮游生物群落结构和微塑料污染水平。原位分析特别可取,因为它避免了与样品储存、处理和降解相关的问题。目前用于浮游植物和微塑料分析的技术在特异性、通量或缺乏可部署性方面受到限制。很少有人关注直径小于 10 μm 的微塑料和浮游植物的最小粒径分数,因为它们的丰度很高。阻抗细胞术是一种使用带有集成微电极的微流控芯片来测量单个颗粒的电阻抗的技术。在这里,我们提出了一种阻抗细胞仪,它可以区分和计数直接从海水样介质中浮游植物混合物中采样的微塑料,粒径范围为 1.5-10 μm。使用基于颗粒尺寸(1 MHz)和细胞内部电组成(500 MHz)的双频阻抗测量的简单机器学习算法来对微塑料颗粒进行分类。该技术具有在海洋中部署的潜力,因为芯片灵敏、坚固且可大规模生产。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/9909d8106421/se4c01353_0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/7436ed37e5fd/se4c01353_0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/6dc0869722f8/se4c01353_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/bccf582fabc5/se4c01353_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/9adf1b41d98d/se4c01353_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/97439d28b522/se4c01353_0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/9909d8106421/se4c01353_0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/7436ed37e5fd/se4c01353_0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/6dc0869722f8/se4c01353_0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/bccf582fabc5/se4c01353_0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/9adf1b41d98d/se4c01353_0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/97439d28b522/se4c01353_0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/91ea/11519907/9909d8106421/se4c01353_0006.jpg

相似文献

1
Discrimination of Microplastics and Phytoplankton Using Impedance Cytometry.利用阻抗细胞术对微塑料和浮游植物进行鉴别。
ACS Sens. 2024 Oct 25;9(10):5206-5213. doi: 10.1021/acssensors.4c01353. Epub 2024 Aug 14.
2
Discrimination and analysis of phytoplankton using a microfluidic cytometer.
IET Nanobiotechnol. 2007 Dec;1(6):94-101. doi: 10.1049/iet-nbt:20070020.
3
Sea surface microplastics in the Galapagos: Grab samples reveal high concentrations of particles <200 μm in size.加拉帕戈斯群岛海域的微塑料:抓取样本显示,粒径小于 200μm 的颗粒浓度很高。
Sci Total Environ. 2024 May 1;923:171428. doi: 10.1016/j.scitotenv.2024.171428. Epub 2024 Mar 2.
4
Microfluidic impedance cytometry device with N-shaped electrodes for lateral position measurement of single cells/particles.具有 N 形电极的微流控阻抗细胞术设备,用于单细胞/颗粒的横向位置测量。
Lab Chip. 2019 Nov 7;19(21):3609-3617. doi: 10.1039/c9lc00819e. Epub 2019 Sep 13.
5
Flow-Through Quantification of Microplastics Using Impedance Spectroscopy.使用阻抗谱对微塑料进行流通式定量分析。
ACS Sens. 2021 Jan 22;6(1):238-244. doi: 10.1021/acssensors.0c02223. Epub 2021 Jan 9.
6
Rapid Differentiation between Microplastic Particles Using Integrated Microwave Cytometry with 3D Electrodes.使用带有三维电极的集成微波细胞术快速区分微塑料颗粒
ACS Sens. 2025 Mar 28;10(3):1729-1735. doi: 10.1021/acssensors.4c03268. Epub 2025 Mar 18.
7
Supervised machine learning in microfluidic impedance flow cytometry for improved particle size determination.基于监督机器学习的微流控阻抗流式细胞术用于提高粒径测定的准确性。
Cytometry A. 2023 Mar;103(3):221-226. doi: 10.1002/cyto.a.24679. Epub 2022 Aug 18.
8
Micromachined impedance spectroscopy flow cytometer for cell analysis and particle sizing.用于细胞分析和颗粒粒度测量的微机电阻抗谱流式细胞仪。
Lab Chip. 2001 Sep;1(1):76-82. doi: 10.1039/b103933b. Epub 2001 Aug 13.
9
Permittivity-Based Microparticle Classification by the Integration of Impedance Cytometry and Microwave Resonators.基于介电常数的微粒分类:阻抗细胞术与微波谐振器的集成
Adv Mater. 2023 Nov;35(46):e2304072. doi: 10.1002/adma.202304072. Epub 2023 Oct 15.
10
Microflow Cytometer for optical analysis of phytoplankton.微流控细胞仪用于浮游植物的光学分析。
Biosens Bioelectron. 2011 Jul 15;26(11):4263-9. doi: 10.1016/j.bios.2011.03.042. Epub 2011 Apr 30.

引用本文的文献

1
Microfluidic Sensors for Micropollutant Detection in Environmental Matrices: Recent Advances and Prospects.用于环境基质中微污染物检测的微流控传感器:最新进展与展望
Biosensors (Basel). 2025 Jul 22;15(8):474. doi: 10.3390/bios15080474.
2
Recent Advances in Microfluidic Impedance Detection: Principle, Design and Applications.微流控阻抗检测的最新进展:原理、设计与应用
Micromachines (Basel). 2025 Jun 5;16(6):683. doi: 10.3390/mi16060683.
3
Rapid Differentiation between Microplastic Particles Using Integrated Microwave Cytometry with 3D Electrodes.

本文引用的文献

1
Addition of polyvinyl pyrrolidone during density separation with sodium iodide solution improves recovery rate of small microplastics (20-150 μm) from soils and sediments.在使用碘化钠溶液进行密度分离时添加聚乙烯吡咯烷酮可提高从小微塑料(20-150μm)从土壤和沉积物中的回收效率。
Chemosphere. 2022 Nov;307(Pt 1):135730. doi: 10.1016/j.chemosphere.2022.135730. Epub 2022 Jul 18.
2
Future phytoplankton diversity in a changing climate.未来气候变化下的浮游植物多样性。
Nat Commun. 2021 Sep 10;12(1):5372. doi: 10.1038/s41467-021-25699-w.
3
Flow-Through Quantification of Microplastics Using Impedance Spectroscopy.
使用带有三维电极的集成微波细胞术快速区分微塑料颗粒
ACS Sens. 2025 Mar 28;10(3):1729-1735. doi: 10.1021/acssensors.4c03268. Epub 2025 Mar 18.
使用阻抗谱对微塑料进行流通式定量分析。
ACS Sens. 2021 Jan 22;6(1):238-244. doi: 10.1021/acssensors.0c02223. Epub 2021 Jan 9.
4
Electrorotation of single microalgae cells during lipid accumulation for assessing cellular dielectric properties and total lipid contents.脂质积累过程中单微藻细胞的介电电泳,用于评估细胞介电特性和总脂质含量。
Biosens Bioelectron. 2021 Feb 1;173:112772. doi: 10.1016/j.bios.2020.112772. Epub 2020 Nov 2.
5
Coccolithophore calcification studied by single-cell impedance cytometry: Towards single-cell PIC:POC measurements.通过单细胞阻抗细胞术研究颗石藻钙化:迈向单细胞颗粒无机碳:颗粒有机碳测量
Biosens Bioelectron. 2021 Feb 1;173:112808. doi: 10.1016/j.bios.2020.112808. Epub 2020 Nov 10.
6
High concentrations of plastic hidden beneath the surface of the Atlantic Ocean.在大西洋表面以下隐藏着高浓度的塑料。
Nat Commun. 2020 Aug 18;11(1):4073. doi: 10.1038/s41467-020-17932-9.
7
Identification of microplastics in a large water volume by integrated holography and Raman spectroscopy.
Appl Opt. 2020 Jun 10;59(17):5073-5078. doi: 10.1364/AO.393643.
8
Microplastics affect sedimentary microbial communities and nitrogen cycling.微塑料影响沉积物中的微生物群落和氮循环。
Nat Commun. 2020 May 12;11(1):2372. doi: 10.1038/s41467-020-16235-3.
9
Small phytoplankton dominate western North Atlantic biomass.小型浮游植物主导北大西洋西部的生物量。
ISME J. 2020 Jul;14(7):1663-1674. doi: 10.1038/s41396-020-0636-0. Epub 2020 Mar 30.
10
High-Speed Single-Cell Dielectric Spectroscopy.高速单细胞介电谱。
ACS Sens. 2020 Feb 28;5(2):423-430. doi: 10.1021/acssensors.9b02119. Epub 2020 Feb 17.