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Liu YC, Ansaryan S, Tan J, Broguiere N, Lorenzo-Martín LF, Homicsko K, Coukos G, Lütolf MP, Altug H. Nanoplasmonic Single-Tumoroid Microarray for Real-Time Secretion Analysis. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024:e2401539. [PMID: 38924371 DOI: 10.1002/advs.202401539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 04/30/2024] [Indexed: 06/28/2024]
Abstract
Organoid tumor models have emerged as a powerful tool in the fields of biology and medicine as such 3D structures grown from tumor cells recapitulate better tumor characteristics, making these tumoroids unique for personalized cancer research. Assessment of their functional behavior, particularly protein secretion, is of significant importance to provide comprehensive insights. Here, a label-free spectroscopic imaging platform is presented with advanced integrated optofluidic nanoplasmonic biosensor that enables real-time secretion analysis from single tumoroids. A novel two-layer microwell design isolates tumoroids, preventing signal interference, and the microarray configuration allows concurrent analysis of multiple tumoroids. The dual imaging capability combining time-lapse plasmonic spectroscopy and bright-field microscopy facilitates simultaneous observation of secretion dynamics, motility, and morphology. The integrated biosensor is demonstrated with colorectal tumoroids derived from both cell lines and patient samples to investigate their vascular endothelial growth factor A (VEGF-A) secretion, growth, and movement under various conditions, including normoxia, hypoxia, and drug treatment. This platform, by offering a label-free approach with nanophotonics to monitor tumoroids, can pave the way for new applications in fundamental biological studies, drug screening, and the development of therapies.
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Affiliation(s)
- Yen-Cheng Liu
- Bionanophotonic Systems Laboratory, Institute of Bioengineering, School of Engineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland
| | - Saeid Ansaryan
- Bionanophotonic Systems Laboratory, Institute of Bioengineering, School of Engineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland
| | - Jiayi Tan
- Bionanophotonic Systems Laboratory, Institute of Bioengineering, School of Engineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland
| | - Nicolas Broguiere
- Laboratory of Stem Cell Bioengineering, Institute of Bioengineering, School of Life Sciences and School of Engineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland
| | - Luis Francisco Lorenzo-Martín
- Laboratory of Stem Cell Bioengineering, Institute of Bioengineering, School of Life Sciences and School of Engineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland
| | - Krisztian Homicsko
- Department of Oncology, Centre Hospitalier Universitaire Vaudois, Rue du Bugnon 46, Lausanne, 1005, Switzerland
- Ludwig Institute for Cancer Research, Ludwig Lausanne Branch, Chem. des Boveresses 155, Epalinges, 1066, Switzerland
- Swiss Cancer Center Leman, Rue du Bugnon 25A, Lausanne, 1011, Switzerland
- Agora Translational Research Center, Rue du Bugnon 25A, Lausanne, 1011, Switzerland
| | - George Coukos
- Department of Oncology, Centre Hospitalier Universitaire Vaudois, Rue du Bugnon 46, Lausanne, 1005, Switzerland
- Ludwig Institute for Cancer Research, Ludwig Lausanne Branch, Chem. des Boveresses 155, Epalinges, 1066, Switzerland
- Swiss Cancer Center Leman, Rue du Bugnon 25A, Lausanne, 1011, Switzerland
- Agora Translational Research Center, Rue du Bugnon 25A, Lausanne, 1011, Switzerland
| | - Matthias P Lütolf
- Laboratory of Stem Cell Bioengineering, Institute of Bioengineering, School of Life Sciences and School of Engineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland
| | - Hatice Altug
- Bionanophotonic Systems Laboratory, Institute of Bioengineering, School of Engineering, École Polytechnique Fédérale de Lausanne, Lausanne, 1015, Switzerland
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2
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Yau JNN, Yempala T, Muthuramalingam RPK, Giustarini G, Teng G, Ang WH, Gibson D, Adriani G, Pastorin G. Fluorescence-Guided Spatial Drug Screening in 3D Colorectal Cancer Spheroids. Adv Healthc Mater 2024:e2400203. [PMID: 38774999 DOI: 10.1002/adhm.202400203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 05/06/2024] [Indexed: 06/04/2024]
Abstract
The limited recapitulation of critical cancer features in 2D cultures causes poor translatability of preclinical results from in vitro assays to in vivo tumor models. This contributes to slow drug development with a low success rate. 3D cultures better recapitulate the tumor microenvironment, enabling more accurate predictions when screening drug candidates and improving the development of chemotherapeutics. Platinum (Pt) (IV) compounds are promising prodrugs designed to reduce the severe systemic toxicity of widely used Food and Drug Administration (FDA)-approved Pt(II) drugs such as cisplatin. Here, this work presents spatiotemporal evaluations in 3D colorectal cancer (CRC) spheroids of mitochondria-targeting Pt(IV) complexes. CRC spheroids provide a greater pathophysiological recapitulation of in vivo tumors than 2D cultures by a marked upregulation of the ABCG2 chemoresistance marker expression. Furthermore, new 3D-staining protocols are introduced to evaluate the real-time decrease in mitochondria membrane potential (ΔΨ) in CRC spheroids, and a Pt-sensing dye to quantify the Pt mitochondrial accumulation. Finally, this work demonstrates a correlation between in vitro results and the efficacy of the compounds in vivo. Overall, the CRC spheroids represent a fast and cost-effective model to assess the behavior of Pt compounds in vitro and predict their translational potential in CRC treatment.
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Affiliation(s)
- Jia Ning Nicolette Yau
- Department of Pharmacy and Pharmaceutical Sciences, Faculty of Science, National University of Singapore, Singapore, 117544, Singapore
- Integrative Sciences and Engineering Programme, NUS Graduate School, National University of Singapore, Singapore, 119077, Singapore
| | - Thirumal Yempala
- Department of Pharmacy and Pharmaceutical Sciences, Faculty of Science, National University of Singapore, Singapore, 117544, Singapore
| | - Ram Pravin Kumar Muthuramalingam
- Department of Pharmacy and Pharmaceutical Sciences, Faculty of Science, National University of Singapore, Singapore, 117544, Singapore
| | - Giulio Giustarini
- Singapore Immunology Network, Agency for Science, Technology, and Research, Singapore, 138648, Singapore
| | - Germaine Teng
- Singapore Immunology Network, Agency for Science, Technology, and Research, Singapore, 138648, Singapore
| | - Wee Han Ang
- Department of Chemistry, Faculty of Science, National University of Singapore, Singapore, 117544, Singapore
| | - Dan Gibson
- Institute for Drug Research, School of Pharmacy, Hebrew University of Jerusalem, Jerusalem, 91120, Israel
| | - Giulia Adriani
- Singapore Immunology Network, Agency for Science, Technology, and Research, Singapore, 138648, Singapore
- Department of Biomedical Engineering, Faculty of Engineerin, National University of Singapore, Singapore, 117578, Singapore
| | - Giorgia Pastorin
- Department of Pharmacy and Pharmaceutical Sciences, Faculty of Science, National University of Singapore, Singapore, 117544, Singapore
- Integrative Sciences and Engineering Programme, NUS Graduate School, National University of Singapore, Singapore, 119077, Singapore
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3
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Bonnet V, Maikranz E, Madec M, Vertti-Quintero N, Cuche C, Mastrogiovanni M, Alcover A, Di Bartolo V, Baroud CN. Cancer-on-a-chip model shows that the adenomatous polyposis coli mutation impairs T cell engagement and killing of cancer spheroids. Proc Natl Acad Sci U S A 2024; 121:e2316500121. [PMID: 38442157 PMCID: PMC10945811 DOI: 10.1073/pnas.2316500121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 01/25/2024] [Indexed: 03/07/2024] Open
Abstract
Evaluating the ability of cytotoxic T lymphocytes (CTLs) to eliminate tumor cells is crucial, for instance, to predict the efficiency of cell therapy in personalized medicine. However, the destruction of a tumor by CTLs involves CTL migration in the extra-tumoral environment, accumulation on the tumor, antigen recognition, and cooperation in killing the cancer cells. Therefore, identifying the limiting steps in this complex process requires spatio-temporal measurements of different cellular events over long periods. Here, we use a cancer-on-a-chip platform to evaluate the impact of adenomatous polyposis coli (APC) mutation on CTL migration and cytotoxicity against 3D tumor spheroids. The APC mutated CTLs are found to have a reduced ability to destroy tumor spheroids compared with control cells, even though APC mutants migrate in the extra-tumoral space and accumulate on the spheroids as efficiently as control cells. Once in contact with the tumor however, mutated CTLs display reduced engagement with the cancer cells, as measured by a metric that distinguishes different modes of CTL migration. Realigning the CTL trajectories around localized killing cascades reveals that all CTLs transition to high engagement in the 2 h preceding the cascades, which confirms that the low engagement is the cause of reduced cytotoxicity. Beyond the study of APC mutations, this platform offers a robust way to compare cytotoxic cell efficiency of even closely related cell types, by relying on a multiscale cytometry approach to disentangle complex interactions and to identify the steps that limit the tumor destruction.
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Affiliation(s)
- Valentin Bonnet
- Institut Pasteur, Department of Genomes and Genetics, Université Paris Cité, Physical Microfluidics and Bioengineering, ParisF-75015, France
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau91120, France
| | - Erik Maikranz
- Institut Pasteur, Department of Genomes and Genetics, Université Paris Cité, Physical Microfluidics and Bioengineering, ParisF-75015, France
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau91120, France
| | - Marianne Madec
- Unité Biologie Cellulaire des Lymphocytes, Institut Pasteur, Department of immunology, Université Paris Cité, INSERM-U1224, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue 2018, ParisF-75015, France
- Faculty of Medicine, Department of Pathology and Immunology, University of Geneva, Geneva 4CH-1211, Switzerland
| | - Nadia Vertti-Quintero
- Institut Pasteur, Department of Genomes and Genetics, Université Paris Cité, Physical Microfluidics and Bioengineering, ParisF-75015, France
| | - Céline Cuche
- Unité Biologie Cellulaire des Lymphocytes, Institut Pasteur, Department of immunology, Université Paris Cité, INSERM-U1224, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue 2018, ParisF-75015, France
| | - Marta Mastrogiovanni
- Unité Biologie Cellulaire des Lymphocytes, Institut Pasteur, Department of immunology, Université Paris Cité, INSERM-U1224, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue 2018, ParisF-75015, France
- Albert Einstein College of Medicine, Department of Developmental and Molecular Biology, New York, NY10461
| | - Andrés Alcover
- Unité Biologie Cellulaire des Lymphocytes, Institut Pasteur, Department of immunology, Université Paris Cité, INSERM-U1224, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue 2018, ParisF-75015, France
| | - Vincenzo Di Bartolo
- Unité Biologie Cellulaire des Lymphocytes, Institut Pasteur, Department of immunology, Université Paris Cité, INSERM-U1224, Ligue Nationale Contre le Cancer, Équipe Labellisée Ligue 2018, ParisF-75015, France
| | - Charles N. Baroud
- Institut Pasteur, Department of Genomes and Genetics, Université Paris Cité, Physical Microfluidics and Bioengineering, ParisF-75015, France
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau91120, France
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4
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Fevre R, Mary G, Vertti-Quintero N, Durand A, Tomasi RFX, Del Nery E, Baroud CN. Combinatorial drug screening on 3D Ewing sarcoma spheroids using droplet-based microfluidics. iScience 2023; 26:106651. [PMID: 37168549 PMCID: PMC10165258 DOI: 10.1016/j.isci.2023.106651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 02/02/2023] [Accepted: 04/05/2023] [Indexed: 05/13/2023] Open
Abstract
Culturing and screening cells in microfluidics, particularly in three-dimensional formats, has the potential to impact diverse areas from fundamental biology to cancer precision medicine. Here, we use a platform based on anchored droplets for drug screening. The response of spheroids of Ewing sarcoma (EwS) A673 cells to simultaneous or sequential combinations of etoposide and cisplatin was evaluated. This was done by culturing spheroids of EwS cells inside 500 nL droplets then merging them with secondary droplets containing fluorescent-barcoded drugs at different concentrations. Differences in EwS spheroid growth and viability were measured by microscopy. After drug exposure such measurements enabled estimation of their IC50 values, which were in agreement with values obtained in standard multiwell plates. Then, synergistic drug combination was evaluated. Sequential combination treatment of EwS with etoposide applied 24 h before cisplatin resulted in amplified synergistic effect. As such, droplet-based microfluidics offers the modularity required for evaluation of drug combinations.
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Affiliation(s)
- Romain Fevre
- Laboratoire d’ Hydrodynamique (LadHyX), CNRS, EcolePolytechnique, InstitutPolytechnique de Paris, 91128 Palaiseau, France
- Institut Pasteur, Université Paris Cité, Physical microfluidics and Bioengineering, 25-28 Rue du Dr. Roux, 75015 Paris, France
| | - Gaëtan Mary
- Okomera, iPEPS, the HealthTech Hub, Paris Brain Institute, HôpitalPitiéSalpêtrière, 75013 Paris, France
| | - Nadia Vertti-Quintero
- Institut Pasteur, Université Paris Cité, Physical microfluidics and Bioengineering, 25-28 Rue du Dr. Roux, 75015 Paris, France
| | - Aude Durand
- Institut Pasteur, Université Paris Cité, Physical microfluidics and Bioengineering, 25-28 Rue du Dr. Roux, 75015 Paris, France
| | - Raphaël F.-X. Tomasi
- Laboratoire d’ Hydrodynamique (LadHyX), CNRS, EcolePolytechnique, InstitutPolytechnique de Paris, 91128 Palaiseau, France
- Institut Pasteur, Université Paris Cité, Physical microfluidics and Bioengineering, 25-28 Rue du Dr. Roux, 75015 Paris, France
- Okomera, iPEPS, the HealthTech Hub, Paris Brain Institute, HôpitalPitiéSalpêtrière, 75013 Paris, France
| | - Elaine Del Nery
- Biophenics High-Content Screening Laboratory, Translational Research Department, PICT-IBiSA, Institut Curie, PSL Research University, 75005 Paris, France
- Corresponding author
| | - Charles N. Baroud
- Laboratoire d’ Hydrodynamique (LadHyX), CNRS, EcolePolytechnique, InstitutPolytechnique de Paris, 91128 Palaiseau, France
- Institut Pasteur, Université Paris Cité, Physical microfluidics and Bioengineering, 25-28 Rue du Dr. Roux, 75015 Paris, France
- Corresponding author
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5
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Jun I, Cho H, Amos SE, Choi Y, Choi YS, Ryu CS, Lee SA, Han DW, Han HS, Yang JH, Jeong HW, Park H, Kim YJ. Thyroid-Friendly Soft Materials as 3D Cell Culture Tool for Stimulating Thyroid Cell Function. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2023:e2300236. [PMID: 36932895 DOI: 10.1002/smll.202300236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/13/2023] [Indexed: 06/18/2023]
Abstract
The disruption of thyroid hormones because of chemical exposure is a significant societal problem. Chemical evaluations of environmental and human health risks are conventionally based on animal experiments. However, owing to recent breakthroughs in biotechnology, the potential toxicity of chemicals can now be evaluated using 3D cell cultures. In this study, the interactive effects of thyroid-friendly soft (TS) microspheres on thyroid cell aggregates are elucidated and their potential as a reliable toxicity assessment tool is evaluated. Using state-of-the-art characterization methods coupled with cell-based analysis and quadrupole time-of-flight mass spectrometry, it is shown that TS-microsphere-integrated thyroid cell aggregates exhibit improved thyroid function. Specifically, the responses of zebrafish embryos, which are used for thyroid toxicity analysis, and the TS-microsphere-integrated cell aggregates to methimazole (MMI), a known thyroid inhibitor, are compared. The results show that the thyroid hormone disruption response of the TS-microsphere-integrated thyroid cell aggregates to MMI is more sensitive compared with those of the zebrafish embryos and conventionally formed cell aggregates. This proof-of-concept approach can be used to control cellular function in the desired direction and hence evaluate thyroid function. Thus, the proposed TS-microsphere-integrated cell aggregates may yield new fundamental insights for advancing in vitro cell-based research.
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Affiliation(s)
- Indong Jun
- Environmental Safety Group, Korea Institute of Science and Technology Europe (KIST-EUROPE), 66123, Saarbrücken, Germany
| | - Hyunki Cho
- Environmental Safety Group, Korea Institute of Science and Technology Europe (KIST-EUROPE), 66123, Saarbrücken, Germany
| | - Sebastian E Amos
- School of Human Sciences, The University of Western Australia, Perth, WA, 6009, Australia
| | - Youngjun Choi
- Department of Cogno-Mechatronics Engineering, Pusan National University, Busan, 46241, Republic of Korea
- Department of Advanced Biomaterials Research, Ceramics Materials Division, Korea Institute of Materials Science (KIMS), Changwon, 51508, Republic of Korea
| | - Yu Suk Choi
- School of Human Sciences, The University of Western Australia, Perth, WA, 6009, Australia
| | - Chang Seon Ryu
- Environmental Safety Group, Korea Institute of Science and Technology Europe (KIST-EUROPE), 66123, Saarbrücken, Germany
| | - Sang-Ah Lee
- Environmental Safety Group, Korea Institute of Science and Technology Europe (KIST-EUROPE), 66123, Saarbrücken, Germany
- Office of Islands and Coastal Biology Research, Honam National Institute of Biological Resources (HNIBR), Mokpo, 58792, Republic of Korea
| | - Dong-Wook Han
- Department of Cogno-Mechatronics Engineering, Pusan National University, Busan, 46241, Republic of Korea
| | - Hyung-Seop Han
- Center for Biomaterials, Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul, 02792, Republic of Korea
| | - Ji Hun Yang
- Next & Bio Inc., Seoul National University, Seoul, 08826, Republic of Korea
| | - Hyun-Woo Jeong
- Single Cell Multiomics Laboratory, Max-Planck-Institute for Molecular Biomedicine, 48149, Münster, Germany
| | - Honghyun Park
- Department of Advanced Biomaterials Research, Ceramics Materials Division, Korea Institute of Materials Science (KIMS), Changwon, 51508, Republic of Korea
| | - Young Jun Kim
- Environmental Safety Group, Korea Institute of Science and Technology Europe (KIST-EUROPE), 66123, Saarbrücken, Germany
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6
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Pondman K, Le Gac S, Kishore U. Nanoparticle-induced immune response: Health risk versus treatment opportunity? Immunobiology 2023; 228:152317. [PMID: 36592542 DOI: 10.1016/j.imbio.2022.152317] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 12/12/2022] [Accepted: 12/21/2022] [Indexed: 12/25/2022]
Abstract
Nanoparticles (NPs) are not only employed in many biomedical applications in an engineered form, but also occur in our environment, in a more hazardous form. NPs interact with the immune system through various pathways and can lead to a myriad of different scenarios, ranging from their quiet removal from circulation by macrophages without any impact for the body, to systemic inflammatory effects and immuno-toxicity. In the latter case, the function of the immune system is affected by the presence of NPs. This review describes, how both the innate and adaptive immune system are involved in interactions with NPs, together with the models used to analyse these interactions. These models vary between simple 2D in vitro models, to in vivo animal models, and also include complex all human organ on chip models which are able to recapitulate more accurately the interaction in the in vivo situation. Thereafter, commonly encountered NPs in both the environment and in biomedical applications and their possible effects on the immune system are discussed in more detail. Not all effects of NPs on the immune system are detrimental; in the final section, we review several promising strategies in which the immune response towards NPs can be exploited to suit specific applications such as vaccination and cancer immunotherapy.
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Affiliation(s)
- Kirsten Pondman
- Applied Microfluidics for BioEngineering Research, MESA+ Institute for Nanotechnology & TechMed Centre, University of Twente, Enschede, the Netherlands.
| | - Séverine Le Gac
- Applied Microfluidics for BioEngineering Research, MESA+ Institute for Nanotechnology & TechMed Centre, University of Twente, Enschede, the Netherlands
| | - Uday Kishore
- Biosciences, Brunel University London, Uxbridge, UK; Department of Veterinary Medicine, U.A.E. University, Al Ain, United Arab Emirates
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7
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Wang Y, Liu M, Zhang Y, Liu H, Han L. Recent methods of droplet microfluidics and their applications in spheroids and organoids. LAB ON A CHIP 2023; 23:1080-1096. [PMID: 36628972 DOI: 10.1039/d2lc00493c] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Droplet microfluidic techniques have long been known as a high-throughput approach for cell manipulation. The capacity to compartmentalize cells into picolitre droplets in microfluidic devices has opened up a range of new ways to extract information from cells. Spheroids and organoids are crucial in vitro three-dimensional cell culture models that physiologically mimic natural tissues and organs. With the aid of developments in cell biology and materials science, droplet microfluidics has been applied to construct spheroids and organoids in numerous formats. In this article, we divide droplet microfluidic approaches for managing spheroids and organoids into three categories based on the droplet module format: liquid droplet, microparticle, and microcapsule. We discuss current advances in the use of droplet microfluidics for the generation of tumour spheroids, stem cell spheroids, and organoids, as well as the downstream applications of these methods in high-throughput screening and tissue engineering.
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Affiliation(s)
- Yihe Wang
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237 P. R. China.
| | - Mengqi Liu
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237 P. R. China.
| | - Yu Zhang
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237 P. R. China.
| | - Hong Liu
- State Key Laboratory of Crystal Materials, Shandong University, Jinan, 250100 P. R. China.
| | - Lin Han
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237 P. R. China.
- Shandong Engineering Research Center of Biomarker and Artificial Intelligence Application, Jinan, 250100 P. R. China
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8
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Postek W, Pacocha N, Garstecki P. Microfluidics for antibiotic susceptibility testing. LAB ON A CHIP 2022; 22:3637-3662. [PMID: 36069631 DOI: 10.1039/d2lc00394e] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The rise of antibiotic resistance is a threat to global health. Rapid and comprehensive analysis of infectious strains is critical to reducing the global use of antibiotics, as informed antibiotic use could slow down the emergence of resistant strains worldwide. Multiple platforms for antibiotic susceptibility testing (AST) have been developed with the use of microfluidic solutions. Here we describe microfluidic systems that have been proposed to aid AST. We identify the key contributions in overcoming outstanding challenges associated with the required degree of multiplexing, reduction of detection time, scalability, ease of use, and capacity for commercialization. We introduce the reader to microfluidics in general, and we analyze the challenges and opportunities related to the field of microfluidic AST.
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Affiliation(s)
- Witold Postek
- Institute of Physical Chemistry of the Polish Academy of Sciences, ul. Kasprzaka 44/52, 01-224 Warszawa, Poland.
- Broad Institute of MIT and Harvard, Merkin Building, 415 Main St, Cambridge, MA 02142, USA.
| | - Natalia Pacocha
- Institute of Physical Chemistry of the Polish Academy of Sciences, ul. Kasprzaka 44/52, 01-224 Warszawa, Poland.
| | - Piotr Garstecki
- Institute of Physical Chemistry of the Polish Academy of Sciences, ul. Kasprzaka 44/52, 01-224 Warszawa, Poland.
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9
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Ronteix G, Aristov A, Bonnet V, Sart S, Sobel J, Esposito E, Baroud CN. Griottes: a generalist tool for network generation from segmented tissue images. BMC Biol 2022; 20:178. [PMID: 35953853 PMCID: PMC9367069 DOI: 10.1186/s12915-022-01376-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 07/15/2022] [Indexed: 11/10/2022] Open
Abstract
Background Microscopy techniques and image segmentation algorithms have improved dramatically this decade, leading to an ever increasing amount of biological images and a greater reliance on imaging to investigate biological questions. This has created a need for methods to extract the relevant information on the behaviors of cells and their interactions, while reducing the amount of computing power required to organize this information. Results This task can be performed by using a network representation in which the cells and their properties are encoded in the nodes, while the neighborhood interactions are encoded by the links. Here, we introduce Griottes, an open-source tool to build the “network twin” of 2D and 3D tissues from segmented microscopy images. We show how the library can provide a wide range of biologically relevant metrics on individual cells and their neighborhoods, with the objective of providing multi-scale biological insights. The library’s capacities are demonstrated on different image and data types. Conclusions This library is provided as an open-source tool that can be integrated into common image analysis workflows to increase their capacities.
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Affiliation(s)
- Gustave Ronteix
- Institut Pasteur, Université Paris Cité, Physical microfluidics and Bioengineering, Paris, F-75015, France.,LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, 91120, France
| | - Andrey Aristov
- Institut Pasteur, Université Paris Cité, Physical microfluidics and Bioengineering, Paris, F-75015, France
| | - Valentin Bonnet
- Institut Pasteur, Université Paris Cité, Physical microfluidics and Bioengineering, Paris, F-75015, France.,LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, 91120, France
| | - Sebastien Sart
- Institut Pasteur, Université Paris Cité, Physical microfluidics and Bioengineering, Paris, F-75015, France
| | - Jeremie Sobel
- Institut Pasteur, Université Paris Cité, Physical microfluidics and Bioengineering, Paris, F-75015, France
| | - Elric Esposito
- UTechS PBI, Institut Pasteur, 25-28 Rue du Dr Roux, Paris, 75015, France
| | - Charles N Baroud
- Institut Pasteur, Université Paris Cité, Physical microfluidics and Bioengineering, Paris, F-75015, France. .,LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, Palaiseau, 91120, France.
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10
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Introini V, Govendir MA, Rayner JC, Cicuta P, Bernabeu M. Biophysical Tools and Concepts Enable Understanding of Asexual Blood Stage Malaria. Front Cell Infect Microbiol 2022; 12:908241. [PMID: 35711656 PMCID: PMC9192966 DOI: 10.3389/fcimb.2022.908241] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 04/27/2022] [Indexed: 12/02/2022] Open
Abstract
Forces and mechanical properties of cells and tissues set constraints on biological functions, and are key determinants of human physiology. Changes in cell mechanics may arise from disease, or directly contribute to pathogenesis. Malaria gives many striking examples. Plasmodium parasites, the causative agents of malaria, are single-celled organisms that cannot survive outside their hosts; thus, thost-pathogen interactions are fundamental for parasite’s biological success and to the host response to infection. These interactions are often combinations of biochemical and mechanical factors, but most research focuses on the molecular side. However, Plasmodium infection of human red blood cells leads to changes in their mechanical properties, which has a crucial impact on disease pathogenesis because of the interaction of infected red blood cells with other human tissues through various adhesion mechanisms, which can be probed and modelled with biophysical techniques. Recently, natural polymorphisms affecting red blood cell biomechanics have also been shown to protect human populations, highlighting the potential of understanding biomechanical factors to inform future vaccines and drug development. Here we review biophysical techniques that have revealed new aspects of Plasmodium falciparum invasion of red blood cells and cytoadhesion of infected cells to the host vasculature. These mechanisms occur differently across Plasmodium species and are linked to malaria pathogenesis. We highlight promising techniques from the fields of bioengineering, immunomechanics, and soft matter physics that could be beneficial for studying malaria. Some approaches might also be applied to other phases of the malaria lifecycle and to apicomplexan infections with complex host-pathogen interactions.
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Affiliation(s)
- Viola Introini
- Cambridge Institute for Medical Research, University of Cambridge, Cambridge, United Kingdom
- Cavendish Laboratory, University of Cambridge, Cambridge, United Kingdom
- *Correspondence: Viola Introini,
| | - Matt A. Govendir
- European Molecular Biology Laboratory (EMBL) Barcelona, Barcelona, Spain
| | - Julian C. Rayner
- Cambridge Institute for Medical Research, University of Cambridge, Cambridge, United Kingdom
| | - Pietro Cicuta
- Cavendish Laboratory, University of Cambridge, Cambridge, United Kingdom
| | - Maria Bernabeu
- European Molecular Biology Laboratory (EMBL) Barcelona, Barcelona, Spain
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Abstract
Cell manipulation in droplets has emerged as one of the great successes of microfluidic technologies, with the development of single-cell screening. However, the droplet format has also served to go beyond single-cell studies, namely by considering the interactions between different cells or between cells and their physical or chemical environment. These studies pose specific challenges linked to the need for long-term culture of adherent cells or the diverse types of measurements associated with complex biological phenomena. Here we review the emergence of droplet microfluidic methods for culturing cells and studying their interactions. We begin by characterizing the quantitative aspects that determine the ability to encapsulate cells, transport molecules, and provide sufficient nutrients within the droplets. This is followed by an evaluation of the biological constraints such as the control of the biochemical environment and promoting the anchorage of adherent cells. This first part ends with a description of measurement methods that have been developed. The second part of the manuscript focuses on applications of these technologies for cancer studies, immunology, and stem cells while paying special attention to the biological relevance of the cellular assays and providing guidelines on improving this relevance.
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Affiliation(s)
- Sébastien Sart
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, 91120 Palaiseau, France.,Physical Microfluidics and Bioengineering, Institut Pasteur, 25-28 Rue du Dr. Roux, 75015 Paris, France
| | - Gustave Ronteix
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, 91120 Palaiseau, France.,Physical Microfluidics and Bioengineering, Institut Pasteur, 25-28 Rue du Dr. Roux, 75015 Paris, France
| | - Shreyansh Jain
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, 91120 Palaiseau, France.,Physical Microfluidics and Bioengineering, Institut Pasteur, 25-28 Rue du Dr. Roux, 75015 Paris, France
| | - Gabriel Amselem
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, 91120 Palaiseau, France.,Physical Microfluidics and Bioengineering, Institut Pasteur, 25-28 Rue du Dr. Roux, 75015 Paris, France
| | - Charles N Baroud
- LadHyX, CNRS, Ecole Polytechnique, Institut Polytechnique de Paris, 91120 Palaiseau, France.,Physical Microfluidics and Bioengineering, Institut Pasteur, 25-28 Rue du Dr. Roux, 75015 Paris, France
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Cell3: a new vision for study of the endomembrane system in mammalian cells. Biosci Rep 2021; 41:230388. [PMID: 34874399 PMCID: PMC8655501 DOI: 10.1042/bsr20210850c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Revised: 11/14/2021] [Accepted: 11/16/2021] [Indexed: 11/17/2022] Open
Abstract
The endomembrane system of mammalian cells provides massive capacity for the segregation of biochemical reactions into discrete locations. The individual organelles of the endomembrane system also require the ability to precisely transport material between these compartments in order to maintain cell homeostasis; this process is termed membrane traffic. For several decades, researchers have been systematically identifying and dissecting the molecular machinery that governs membrane trafficking pathways, with the overwhelming majority of these studies being carried out in cultured cells growing as monolayers. In recent years, a number of methodological innovations have provided the opportunity for cultured cells to be grown as 3-dimensional (3D) assemblies, for example as spheroids and organoids. These structures have the potential to better replicate the cellular environment found in tissues and present an exciting new opportunity for the study of cell function. In this mini-review, we summarize the main methods used to generate 3D cell models and highlight emerging studies that have started to use these models to study basic cellular processes. We also describe a number of pieces of work that potentially provide the basis for adaptation for deeper study of how membrane traffic is coordinated in multicellular assemblies. Finally, we comment on some of the technological challenges that still need to be overcome if 3D cell biology is to become a mainstream tool toward deepening our understanding of the endomembrane system in mammalian cells.
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Kerk YJ, Jameel A, Xing X, Zhang C. Recent advances of integrated microfluidic suspension cell culture system. ENGINEERING BIOLOGY 2021; 5:103-119. [PMID: 36970555 PMCID: PMC9996741 DOI: 10.1049/enb2.12015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 09/29/2021] [Accepted: 09/30/2021] [Indexed: 11/19/2022] Open
Abstract
Microfluidic devices with superior microscale fluid manipulation ability and large integration flexibility offer great advantages of high throughput, parallelisation and multifunctional automation. Such features have been extensively utilised to facilitate cell culture processes such as cell capturing and culturing under controllable and monitored conditions for cell-based assays. Incorporating functional components and microfabricated configurations offered different levels of fluid control and cell manipulation strategies to meet diverse culture demands. This review will discuss the advances of single-phase flow and droplet-based integrated microfluidic suspension cell culture systems and their applications for accelerated bioprocess development, high-throughput cell selection, drug screening and scientific research to insight cell biology. Challenges and future prospects for this dynamically developing field are also highlighted.
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Affiliation(s)
- Yi Jing Kerk
- Institute of Biochemical EngineeringDepartment of Chemical Engineering, Tsinghua UniversityBeijingChina
| | - Aysha Jameel
- Institute of Biochemical EngineeringDepartment of Chemical Engineering, Tsinghua UniversityBeijingChina
- MOE Key Laboratory of Industrial BiocatalysisDepartment of Chemical Engineering, Tsinghua UniversityBeijingChina
| | - Xin‐Hui Xing
- Institute of Biochemical EngineeringDepartment of Chemical Engineering, Tsinghua UniversityBeijingChina
- MOE Key Laboratory of Industrial BiocatalysisDepartment of Chemical Engineering, Tsinghua UniversityBeijingChina
- Center for Synthetic and Systems BiologyTsinghua UniversityBeijingChina
| | - Chong Zhang
- Institute of Biochemical EngineeringDepartment of Chemical Engineering, Tsinghua UniversityBeijingChina
- MOE Key Laboratory of Industrial BiocatalysisDepartment of Chemical Engineering, Tsinghua UniversityBeijingChina
- Center for Synthetic and Systems BiologyTsinghua UniversityBeijingChina
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Bērziņa S, Harrison A, Taly V, Xiao W. Technological Advances in Tumor-On-Chip Technology: From Bench to Bedside. Cancers (Basel) 2021; 13:cancers13164192. [PMID: 34439345 PMCID: PMC8394443 DOI: 10.3390/cancers13164192] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 08/14/2021] [Accepted: 08/18/2021] [Indexed: 12/14/2022] Open
Abstract
Simple Summary Various 3D in vitro tumor models are rapidly advancing cancer research. Unlike animal models, they can be produced quickly and are amenable to high-throughput studies. Growing tumor spheroids in microfluidic tumor-on-chip platforms has particularly elevated the capabilities of such models. Tumor-on-chip devices can mimic multiple aspects of the dynamic in vivo tumor microenvironment in a precisely controlled manner. Moreover, new technologies for the on- and off-chip analysis of these tumor mimics are continuously emerging. There is thus an urgent need to review the latest developments in this rapidly progressing field. Here, we present an overview of the technological advances in tumor-on-chip technology by reviewing state-of-the-art tools for on-chip analysis. In particular, we evaluate the potential for tumor-on-chip technology to guide personalized cancer therapies. We strive to appeal to cancer researchers and biomedical engineers alike, informing on current progress, while provoking thought on the outstanding developments needed to achieve clinical-stage research. Abstract Tumor-on-chip technology has cemented its importance as an in vitro tumor model for cancer research. Its ability to recapitulate different elements of the in vivo tumor microenvironment makes it promising for translational medicine, with potential application in enabling personalized anti-cancer therapies. Here, we provide an overview of the current technological advances for tumor-on-chip generation. To further elevate the functionalities of the technology, these approaches need to be coupled with effective analysis tools. This aspect of tumor-on-chip technology is often neglected in the current literature. We address this shortcoming by reviewing state-of-the-art on-chip analysis tools for microfluidic tumor models. Lastly, we focus on the current progress in tumor-on-chip devices using patient-derived samples and evaluate their potential for clinical research and personalized medicine applications.
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