Multidimensional single-cell analysis based on fluorescence microscopy and automated image analysis

被引:15
|
作者
Sandmann, Michael [1 ]
Lippold, Martin [1 ]
Saalfrank, Franziska [1 ]
Odika, Chimezie Progress [1 ]
Rohn, Sascha [1 ,2 ]
机构
[1] Inst Food & Environm Res ILU eV, Arthur Scheunert Allee 40-41, D-14558 Nuthetal, Germany
[2] Univ Hamburg, Hamburg Sch Food Sci, Grindelallee 117, D-20146 Hamburg, Germany
关键词
Wide-field fluorescence microscopy; Chlorophyll; Multidimensional single-cell analysis; Object recognition; SYSTEMS BIOLOGY; FLOW-CYTOMETRY; BIOTECHNOLOGY; PICOPLANKTON; CHLORELLA; CULTURE; LEVEL; TOOL;
D O I
10.1007/s00216-017-0344-4
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
A single-cell analytical technology was developed for evaluating fast-growing cultures of green algae. The main part of the single-cell analysis is an epifluorescence microscopy-based cytometric approach combined with an automated image analysis algorithm and a single-threshold discrimination procedure. The reliability of the technique in terms of object recognition, evaluating particle size, and determining chlorophyll was successfully proven via reference analyses. The microscopy technique was used to determine the size of single cells, the amount of chlorophyll, and the density of chlorophyll in a model algal culture (Acutodesmus o.). The algal cells showed unexpected heterogeneity in all single-cell parameters, and exhibited a high correlation between cell size and amount of chlorophyll but a very low correlation between cell size and chlorophyll density. For a given cell size, the cell-to-cell heterogeneity of the relative chlorophyll density showed a spread of 0.02-0.08. This points to large variations in the architecture and the physiological state of the photosynthetic apparatus in the cells. This complex situation should be considered in future systems biology approaches focusing on the relationships between biomass accumulation, photosynthetic activity, and central carbon metabolism.
引用
收藏
页码:4009 / 4019
页数:11
相关论文
共 50 条
  • [1] Multidimensional single-cell analysis based on fluorescence microscopy and automated image analysis
    Michael Sandmann
    Martin Lippold
    Franziska Saalfrank
    Chimezie Progress Odika
    Sascha Rohn
    Analytical and Bioanalytical Chemistry, 2017, 409 : 4009 - 4019
  • [2] Image Segmentation and Dynamic Lineage Analysis in Single-Cell Fluorescence Microscopy
    Wang, Quanli
    Niemi, Jarad
    Tan, Chee-Meng
    You, Lingchong
    West, Mike
    CYTOMETRY PART A, 2010, 77A (01) : 101 - 110
  • [3] Multidimensional single-cell analysis: Diverse strategies and emerging applications in the life sciences
    Zhang, Boyang
    Lan, Xinyue
    Tan, Siyuan
    Xie, Zehu
    Zhu, Longjiao
    Gong, Xiaoyun
    Dai, Xinhua
    Fang, Xiang
    Xu, Wentao
    TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2025, 185
  • [4] Single-cell lysis for visual analysis by electron microscopy
    Kemmerling, Simon
    Arnold, Stefan A.
    Bircher, Benjamin A.
    Sauter, Nora
    Escobedo, Carlos
    Dernick, Gregor
    Hierlemann, Andreas
    Stahlberg, Henning
    Braun, Thomas
    JOURNAL OF STRUCTURAL BIOLOGY, 2013, 183 (03) : 467 - 473
  • [5] Single-cell analysis for bioprocessing
    Zhang, Hu
    Cui, Xiaolin
    Bi, Jingxiu
    Dai, Sheng
    Ye, Haitao
    ENGINEERING IN LIFE SCIENCES, 2015, 15 (06): : 582 - 592
  • [6] Single-cell protein analysis
    Wu, Meiye
    Singh, Anup K.
    CURRENT OPINION IN BIOTECHNOLOGY, 2012, 23 (01) : 83 - 88
  • [7] Single-cell proteomic analysis
    Pham, Thai
    Tyagi, Ankush
    Wang, Yu-Sheng
    Guo, Jia
    WIRES MECHANISMS OF DISEASE, 2021, 13 (01):
  • [8] Cytokit: a single-cell analysis toolkit for high dimensional fluorescent microscopy imaging
    Czech, Eric
    Aksoy, Bulent Arman
    Aksoy, Pinar
    Hammerbacher, Jeff
    BMC BIOINFORMATICS, 2019, 20 (01)
  • [9] A computational platform for robotized fluorescence microscopy (I): High-content image-based cell-cycle analysis
    Furia, Laura
    Pelicci, Pier Giuseppe
    Faretta, Mario
    CYTOMETRY PART A, 2013, 83A (04) : 333 - 343
  • [10] Rapid Analysis of Cell-Nanoparticle Interactions using Single-Cell Raman Trapping Microscopy
    Steinke, Maria
    Zunhammer, Florian
    Chatzopoulou, Elisavet I.
    Teller, Henrik
    Schuetze, Karin
    Walles, Heike
    Raedler, Joachim O.
    Gruettner, Cordula
    ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 2018, 57 (18) : 4946 - 4950