Probing Single-Cell Macrophage Polarization and Heterogeneity Using Thermo-Reversible Hydrogels in Droplet-Based Microfluidics

被引:14
|
作者
Tiemeijer, B. M. [1 ,2 ]
Sweep, M. W. D. [1 ,2 ]
Sleeboom, J. J. F. [2 ,3 ,4 ]
Steps, K. J. [1 ,2 ]
van Sprang, J. F. [2 ,4 ,5 ]
De Almeida, P. [6 ]
Hammink, R. [7 ,8 ]
Kouwer, P. H. J. [6 ]
Smits, A. I. P. M. [2 ,4 ]
Tel, J. [1 ,2 ]
机构
[1] Eindhoven Univ Technol, Dept Biomed Engn, Lab Immunoengn, Eindhoven, Netherlands
[2] Eindhoven Univ Technol, Inst Complex Mol Syst, Eindhoven, Netherlands
[3] Eindhoven Univ Technol, Dept Mech Engn, Microsyst, Eindhoven, Netherlands
[4] Eindhoven Univ Technol, Dept Biomed Engn, Lab Soft Tissue Engn & Biomech, Eindhoven, Netherlands
[5] Eindhoven Univ Technol, Dept Biomed Engn, Lab Chem Biol, Eindhoven, Netherlands
[6] Radboud Univ Nijmegen, Inst Mol & Mat, Dept Syst Chem, Nijmegen, Netherlands
[7] Radboud Univ Nijmegen, Med Ctr, Radboud Inst Mol Life Sci, Dept Tumor Immunol, Nijmegen, Netherlands
[8] Radboud Univ Nijmegen, Med Ctr, Oncode Inst, Nijmegen, Netherlands
基金
欧洲研究理事会;
关键词
droplet microfluidics; single-cell analysis; cellular heterogeneity; cytokine secretion; flow cytometry; inflammation; polyisocyanide; high-throughput; PHENOTYPE; MODULATION; PLASTICITY; RESPONSES;
D O I
10.3389/fbioe.2021.715408
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Human immune cells intrinsically exist as heterogenous populations. To understand cellular heterogeneity, both cell culture and analysis should be executed with single-cell resolution to eliminate juxtacrine and paracrine interactions, as these can lead to a homogenized cell response, obscuring unique cellular behavior. Droplet microfluidics has emerged as a potent tool to culture and stimulate single cells at high throughput. However, when studying adherent cells at single-cell level, it is imperative to provide a substrate for the cells to adhere to, as suspension culture conditions can negatively affect biological function and behavior. Therefore, we combined a droplet-based microfluidic platform with a thermo-reversible polyisocyanide (PIC) hydrogel, which allowed for robust droplet formation at low temperatures, whilst ensuring catalyzer-free droplet gelation and easy cell recovery after culture for downstream analysis. With this approach, we probed the heterogeneity of highly adherent human macrophages under both pro-inflammatory M1 and anti-inflammatory M2 polarization conditions. We showed that co-encapsulation of multiple cells enhanced cell polarization compared to single cells, indicating that cellular communication is a potent driver of macrophage polarization. Additionally, we highlight that culturing single macrophages in PIC hydrogel droplets displayed higher cell viability and enhanced M2 polarization compared to single macrophages cultured in suspension. Remarkably, combining phenotypical and functional analysis on single cultured macrophages revealed a subset of cells in a persistent M1 state, which were undetectable in conventional bulk cultures. Taken together, combining droplet-based microfluidics with hydrogels is a versatile and powerful tool to study the biological function of adherent cell types at single-cell resolution with high throughput.
引用
收藏
页数:14
相关论文
共 15 条
  • [11] Multiplexed Single-Cell Measurements of FDG Uptake and Lactate Release Using Droplet Microfluidics
    Sengupta, Debanti
    Mongersun, Amy
    Kim, Tae Jin
    Mongersun, Kellen
    von Eyben, Rie
    Abbyad, Paul
    Pratx, Guillem
    TECHNOLOGY IN CANCER RESEARCH & TREATMENT, 2019, 18
  • [12] A droplet-based microfluidic flow cytometry enabling absolute quantification of single-cell proteins leveraging constriction channel
    Hongyu Yang
    Yuanchen Wei
    Beiyuan Fan
    Lixing Liu
    Ting Zhang
    Deyong Chen
    Junbo Wang
    Jian Chen
    Microfluidics and Nanofluidics, 2021, 25
  • [13] A droplet-based microfluidic flow cytometry enabling absolute quantification of single-cell proteins leveraging constriction channel
    Yang, Hongyu
    Wei, Yuanchen
    Fan, Beiyuan
    Liu, Lixing
    Zhang, Ting
    Chen, Deyong
    Wang, Junbo
    Chen, Jian
    MICROFLUIDICS AND NANOFLUIDICS, 2021, 25 (04)
  • [14] High-throughput single-cell activity-based screening and sequencing of antibodies using droplet microfluidics
    Gerard, Annabelle
    Woolfe, Adam
    Mottet, Guillaume
    Reichen, Marcel
    Castrillon, Carlos
    Menrath, Vera
    Ellouze, Sami
    Poitou, Adeline
    Doineau, Raphael
    Briseno-Roa, Luis
    Canales-Herrerias, Pablo
    Mary, Pascaline
    Rose, Gregory
    Ortega, Charina
    Delince, Matthieu
    Essono, Sosthene
    Jia, Bin
    Iannascoli, Bruno
    Richard-Le Goff, Odile
    Kumar, Roshan
    Stewart, Samantha N.
    Pousse, Yannick
    Shen, Bingqing
    Grosselin, Kevin
    Saudemont, Baptiste
    Sautel-Caille, Antoine
    Godina, Alexei
    McNamara, Scott
    Eyer, Klaus
    Millot, Gael A.
    Baudry, Jean
    England, Patrick
    Nizak, Clement
    Jensen, Allan
    Griffiths, Andrew D.
    Bruhns, Pierre
    Brenan, Colin
    NATURE BIOTECHNOLOGY, 2020, 38 (06) : 715 - +
  • [15] Prediction of six macrophage phenotypes and their IL-10 content based on single-cell morphology using artificial intelligence
    Selig, Mischa
    Poehlman, Logan
    Lang, Nils C.
    Voelker, Marita
    Rolauffs, Bernd
    Hart, Melanie L.
    FRONTIERS IN IMMUNOLOGY, 2024, 14