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Fajdiga L, Zemljič Š, Kokalj T, Derganc J. Shear flow deformability cytometry: A microfluidic method advancing towards clinical use - A review. Anal Chim Acta 2025; 1355:343894. [PMID: 40274322 DOI: 10.1016/j.aca.2025.343894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Revised: 02/20/2025] [Accepted: 03/03/2025] [Indexed: 04/26/2025]
Abstract
BACKGROUND Shear flow deformability cytometry is an emerging microfluidic technique that has undergone significant advances in the last few years and offers considerable potential for clinical diagnostics and disease monitoring. By simultaneously measuring mechanical and morphological parameters of single cells, it offers a comprehensive extension of traditional cell analysis, delivering unique insight into cell deformability, which is gaining recognition as a novel biomarker for health and disease. Due to its operating principle, the method is particularly suitable for the clinical analysis of blood samples. RESULTS This review focuses on the recent developments in shear flow deformability cytometry, which is a widely adopted variant of deformability cytometry. It has a strong potential for applications in clinical practice due to its robust and simple operation, demonstrated applications with whole blood samples, as well as its high throughput, which can reach approximately 1000 cells per second. We begin by discussing some basic factors that influence the mechanical properties of cells and give an overview of deformability cytometry and its operational principles for samples from blood, cultured cells and tissues. Next, we review recent clinically relevant applications in analysis of blood and cancer cells. Finally, we address key challenges to clinical adoption, such as regulatory approval, scalable manufacturing, and workflow integration, emphasizing the need for further validation studies to facilitate clinical implementation. SIGNIFICANCE This article uniquely emphasizes the clinical relevance of microfluidic shear flow deformability cytometry, by giving an overview of mechanical and morphological biomarkers studied in clinically significant samples. In addition, it addresses critical barriers to clinical translation. By identifying these obstacles, this article aims to demonstrate the potential of deformability cytometry to bridge the gap between the research and the routine medical practice.
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Affiliation(s)
- Lija Fajdiga
- Institute of Biophysics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000, Ljubljana, Slovenia
| | - Špela Zemljič
- Institute of Biophysics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000, Ljubljana, Slovenia
| | - Tadej Kokalj
- Institute of Metals and Technology, Lepi pot 11, 1000, Ljubljana, Slovenia.
| | - Jure Derganc
- Institute of Biophysics, Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000, Ljubljana, Slovenia.
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Richards CJ, Wierenga AT, Brouwers-Vos AZ, Kyrloglou E, Dillingh LS, Mulder PP, Palasantzas G, Schuringa JJ, Roos WH. Elastic properties of leukemic cells linked to maturation stage and integrin activation. iScience 2025; 28:112150. [PMID: 40201128 PMCID: PMC11978321 DOI: 10.1016/j.isci.2025.112150] [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: 10/14/2024] [Revised: 01/06/2025] [Accepted: 02/27/2025] [Indexed: 04/10/2025] Open
Abstract
Acute myeloid leukemia (AML) remains challenging to cure. In addition to mutations that alter cell functioning, biophysical properties are modulated by external cues. In particular, membrane proteins that interact with the bone marrow niche can induce cellular changes. Here, we develop an atomic force microscopy (AFM) approach to measure non-adherent AML cell mechanical properties. The Young's modulus of the AML cell line, THP-1, increased in response to retronectin, whereas knock-out of the adhesion protein ITGB1 resulted in no response to retronectin. Confocal microscopy revealed different actin cytoskeleton morphologies for wild-type and ITGB1 knock-out cells exposed to retronectin. These results indicate that ITGB1 mediates stimuli-induced cellular mechanoresponses through cytoskeletal changes. We next used AFM to investigate the elastic properties of primary AML cells and found that more committed cells had lower Young's moduli than immature AMLs. Overall, this provides a platform for investigating the molecular mechanisms involved in leukemic cell mechanoresponse.
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Affiliation(s)
- Ceri J. Richards
- Moleculaire Biofysica, Zernike Instituut, Rijksuniversiteit Groningen, 9747 AG Groningen, the Netherlands
| | - Albertus T.J. Wierenga
- Department of Experimental Hematology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, the Netherlands
| | - Annet Z. Brouwers-Vos
- Department of Experimental Hematology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, the Netherlands
| | - Emmanouil Kyrloglou
- Department of Experimental Hematology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, the Netherlands
| | - Laura S. Dillingh
- Moleculaire Biofysica, Zernike Instituut, Rijksuniversiteit Groningen, 9747 AG Groningen, the Netherlands
- Department of Experimental Hematology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, the Netherlands
- Nanostructure Materials and Interfaces, Zernike Institute for Advanced Materials, University of Groningen, 9747 AG Groningen, the Netherlands
| | - Patty P.M.F.A. Mulder
- Pharmaceutical Analysis, Groningen Research Institute of Pharmacy, University of Groningen, 9713 AV Groningen, the Netherlands
| | - Georgios Palasantzas
- Nanostructure Materials and Interfaces, Zernike Institute for Advanced Materials, University of Groningen, 9747 AG Groningen, the Netherlands
| | - Jan Jacob Schuringa
- Department of Experimental Hematology, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, the Netherlands
| | - Wouter H. Roos
- Moleculaire Biofysica, Zernike Instituut, Rijksuniversiteit Groningen, 9747 AG Groningen, the Netherlands
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Pethe A, Hartmann TN. The cytoskeletal control of B cell receptor and integrin signaling in normal B cells and chronic lymphocytic leukemia. FEBS Lett 2025. [PMID: 40243025 DOI: 10.1002/1873-3468.70045] [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: 02/04/2025] [Revised: 03/20/2025] [Accepted: 03/25/2025] [Indexed: 04/18/2025]
Abstract
B cells migrate within lymphoid organs during maturation and activation, processes orchestrated by the interplay between B cell receptor (BCR) signaling and microenvironmental cues. Integrins act as mechanoreceptors, linking BCR activation to cytoskeletal remodeling, facilitating immune synapse formation, antigen recognition, and extraction. BCR activation models describe receptor clustering and mechanical changes within the antigen-BCR complex. Upon activation, immune synapses form, enabling antigen extraction and downstream signaling. Integrins stabilize these synapses, amplify BCR signaling, and modulate BCR positioning via actin reorganization. In chronic lymphocytic leukemia (CLL), aberrant BCR signaling and integrins are major players in leukemic cell homing, prognosis, and therapy resistance. In this review, we summarize the current understanding of the interplay of BCR mechanics and B cell localization, with a particular focus on communication between BCR signaling and integrin-mediated processes via actin dynamics. We give insights into normal B cell biology and then outline aspects typical to CLL.
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Affiliation(s)
- Abhishek Pethe
- Department of Medicine I, Medical Centre-University of Freiburg, Faculty of Medicine, University of Freiburg, Germany
| | - Tanja Nicole Hartmann
- Department of Medicine I, Medical Centre-University of Freiburg, Faculty of Medicine, University of Freiburg, Germany
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Campanile R, Helenius J, Scielzo C, Scarfò L, Salerno D, Bossi M, Falappi M, Saponara A, Müller DJ, Mantegazza F, Cassina V. Production of AFM wedged cantilevers for stress-relaxation experiments: Uniaxial loading of soft, spherical cells. Methods 2025; 236:1-9. [PMID: 39971021 DOI: 10.1016/j.ymeth.2025.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 01/30/2025] [Accepted: 02/13/2025] [Indexed: 02/21/2025] Open
Abstract
The fabrication of wedge-shaped cantilevers for Atomic Force Microscopy (AFM) remains a critical yet challenging task, particularly when precision and efficiency are required. In this study, we present a streamlined protocol for producing these wedges using NOA63 UV-curing polymer, which simplifies the process and eliminates the need for dedicated equipment. Our method reduces preparation time while maintaining the mechanical properties of the cantilevers, in line with the manufacturer's specifications. We demonstrate the effectiveness of our wedged cantilevers in stress-relaxation experiments performed by means of AFM and confocal microscopy on primary Chronic Lymphocytic Leukemia cells and the MEC1 cell line. These experiments highlight the effectiveness of using modified cantilevers to consistently apply precise uniaxial loading to soft, spherical cells. This technique offers a marked improvement in fabrication speed and operational ease compared to traditional methods, without compromising the accuracy or performance of the measurements. This protocol is not only time-saving, but also adaptable for use in a wide range of biological applications, making it a valuable tool for AFM-based research in cellular mechanics.
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Affiliation(s)
- Riccardo Campanile
- School of Medicine and Surgery, BioNanoMedicine Center NANOMIB, Università di Milano-Bicocca, Vedano al Lambro, Italy
| | - Jonne Helenius
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
| | - Cristina Scielzo
- Division of Experimental Oncology, Malignant B cells biology and 3D modelling Unit, IRCCS Ospedale San Raffaele Milano, Italy
| | - Lydia Scarfò
- School of Medicine, Università Vita-Salute San Raffaele, Milano, Italy; Division of Experimental oncology, B-cell neoplasia Unit and Strategic Research Program on CLL, IRCCS Ospedale San Raffaele, Milano, Italy
| | - Domenico Salerno
- School of Medicine and Surgery, BioNanoMedicine Center NANOMIB, Università di Milano-Bicocca, Vedano al Lambro, Italy
| | - Mario Bossi
- School of Medicine and Surgery, BioNanoMedicine Center NANOMIB, Università di Milano-Bicocca, Vedano al Lambro, Italy
| | - Marta Falappi
- School of Medicine and Surgery, BioNanoMedicine Center NANOMIB, Università di Milano-Bicocca, Vedano al Lambro, Italy
| | - Alessia Saponara
- School of Medicine and Surgery, BioNanoMedicine Center NANOMIB, Università di Milano-Bicocca, Vedano al Lambro, Italy
| | - Daniel J Müller
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
| | - Francesco Mantegazza
- School of Medicine and Surgery, BioNanoMedicine Center NANOMIB, Università di Milano-Bicocca, Vedano al Lambro, Italy
| | - Valeria Cassina
- School of Medicine and Surgery, BioNanoMedicine Center NANOMIB, Università di Milano-Bicocca, Vedano al Lambro, Italy.
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Liu Y, Huang Z, Zhang TX, Han B, Yang G, Jia D, Yang L, Liu Q, Lau AYL, Paul F, Verkhratsky A, Shi FD, Zhang C. Bruton's tyrosine kinase-bearing B cells and microglia in neuromyelitis optica spectrum disorder. J Neuroinflammation 2023; 20:309. [PMID: 38129902 PMCID: PMC10740299 DOI: 10.1186/s12974-023-02997-2] [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: 09/15/2023] [Accepted: 12/14/2023] [Indexed: 12/23/2023] Open
Abstract
BACKGROUND Neuromyelitis optica spectrum disorder (NMOSD) is an inflammatory autoimmune disease of the central nervous system that involves B-cell receptor signaling as well as astrocyte-microglia interaction, which both contribute to evolution of NMOSD lesions. MAIN BODY Through transcriptomic and flow cytometry analyses, we found that Bruton's tyrosine kinase (BTK), a crucial protein of B-cell receptor was upregulated both in the blood and cerebrospinal fluid of NMOSD patients. Blockade of BTK with zanubrutinib, a highly specific BTK inhibitor, mitigated the activation and maturation of B cells and reduced production of causal aquaporin-4 (AQP4) autoantibodies. In a mouse model of NMO, we found that both BTK and pBTK expression were significantly increased in microglia. Transmission electron microscope scan demonstrated that BTK inhibitor ameliorated demyelination, edema, and axonal injury in NMO mice. In the same mice colocalization of GFAP and Iba-1 immunofluorescence indicated a noticeable increase of astrocytes-microglia interaction, which was alleviated by zanubrutinib. The smart-seq analysis demonstrated that treatment with BTK inhibitor instigated microglial transcriptome changes including downregulation of chemokine-related genes and genes involved in the top 5 biological processes related to cell adhesion and migration, which are likely responsible for the reduced crosstalk of microglia and astrocytes. CONCLUSIONS Our results show that BTK activity is enhanced both in B cells and microglia and BTK inhibition contributes to the amelioration of NMOSD pathology. These data collectively reveal the mechanism of action of BTK inhibition and corroborate BTK as a viable therapeutic target.
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Affiliation(s)
- Ye Liu
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Zhenning Huang
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Tian-Xiang Zhang
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Bin Han
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Guili Yang
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Dongmei Jia
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
- Center of Neurological Diseases, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Li Yang
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Qiang Liu
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
| | - Alexander Y L Lau
- Division of Neurology, Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong, China
| | - Friedemann Paul
- Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité-Universitaetsmedizin Berlin, Berlin, Germany
- NeuroCure Clinical Research Center, Charité-Universitaetsmedizin Berlin, Berlin, Germany
| | - Alexei Verkhratsky
- Faculty of Biology, Health and Medicine, University of Manchester, Manchester, M13 9PL, UK
- Achucarro Centre for Neuroscience, IKERBASQUE, Basque Foundation for Science, 48011, Bilbao, Spain
- Department of Stem Cell Biology, State Research Institute Centre for Innovative Medicine, 01102, Vilnius, Lithuania
| | - Fu-Dong Shi
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China
- Center of Neurological Diseases, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Chao Zhang
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China.
- Center of Neurological Diseases, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
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